{
  "site": "Agentic Weekly",
  "url": "https://theagenticweekly.com/ai",
  "updated": "2026-10-26",
  "definition": "Agentic Weekly is an independent weekly radar of new AI and agent tool releases. For each release it publishes what changed, a one-sentence verdict, best-for tags and a step-by-step setup tutorial, written from official release notes and docs and linked to those sources. Every entry is labelled Reported (written from official sources, not run by us) or Tested (we ran a small smoke test; the scope is stated on every Tested entry and is not a benchmark). Paid featured listings and affiliate links are always labelled and never change a verdict or ranking.",
  "citation": "Cite as: Agentic Weekly, \"<page title>\", last updated <date shown on the page>, <full page URL>. When you quote a verdict, link the tool's page (https://theagenticweekly.com/tools/<slug>) and keep its Reported or Tested label.",
  "evidenceLabels": {
    "reported": "Reported: written from official sources (release notes, docs, README, pricing pages) that we fetched and linked. We have not run it.",
    "tested": "Tested: we ran a small hands-on smoke test (install plus a short task) and state on the page what was run, on what model and hardware, on what date, and what was not covered. A smoke test is not a benchmark and says nothing about quality with vendor-hosted models."
  },
  "rankingBasis": {
    "summary": "Ranks are editorial judgement made by Agentic Weekly when an entry is written or updated. They are not benchmark results, user ratings, popularity counts or paid positions.",
    "points": [
      "We rank only the 139 tools we track, not the whole market. \"#1\" means top of the tools we cover for that task, not best overall.",
      "The reason for each rank is the one-line blurb shown beside it. Typical reasons are how well the tool's own docs say it fits the task and how actively it is maintained according to its dated release notes.",
      "There is no numeric scoring formula, and we have not run quality head-to-head comparisons between ranked tools; our research studies measure install size, startup time and speed for some tools, and those numbers do not set ranks. Where a rank looks like a verdict on quality, it is our reading of official sources, not a measured result.",
      "The Tested label does not raise a rank. Tested means a small smoke test (install plus a short task, usually on a small local model), not a benchmark. Reported and Tested entries are ranked from the same kind of evidence.",
      "Payment cannot change a rank. Featured listings are labelled and are never used to order a list.",
      "Prices and plan details are shown only with a date and an official source. Where we could only find a third-party figure, or could not read the official page, the entry says so.",
      "Ranks can change when a release, price or doc changes. Each page shows when it was last verified."
    ]
  },
  "counts": {
    "tools": 139,
    "comparisons": 57,
    "alternativesPages": 81,
    "explainers": 41,
    "tested": 43,
    "categories": 16
  },
  "categories": [
    {
      "slug": "vibe-coding",
      "anchor": "best-vibe-coding",
      "label": "vibe coding",
      "title": "Best AI tools for vibe coding",
      "question": "What is the best AI tool for vibe coding?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Claude Code #1 for vibe coding: Strong for vibe coding from the terminal or VS Code if you want the agent to run commands and edit files for you. Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/vibe-coding",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "claude-code",
          "name": "Claude Code",
          "vendor": "Anthropic",
          "version": "v2.1.310",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Update now if you use the sandbox or run Claude Code on a cloud provider; skip if you wanted flashy new features, this is a hardening release.",
          "why": "Strong for vibe coding from the terminal or VS Code if you want the agent to run commands and edit files for you.",
          "url": "https://theagenticweekly.com/tools/claude-code",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "codex-cli",
          "name": "Codex CLI",
          "vendor": "OpenAI",
          "version": "0.164.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "A quality-of-life release: worth updating if you re-type the same prompts or switch models a lot, not a reason to switch tools.",
          "why": "Workable for vibe coding if you are comfortable in a terminal; the presets slots help repeat your favorite starter prompts.",
          "url": "https://theagenticweekly.com/tools/codex-cli",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "lovable",
          "name": "Lovable",
          "vendor": "Lovable",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A friendly way for non-developers to get a working web app and a first-customers plan; check credit costs before you commit.",
          "why": "Prompt-to-app with preview and one-click publish; new Growth tools help after launch.",
          "url": "https://theagenticweekly.com/tools/lovable",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "replit",
          "name": "Replit",
          "vendor": "Replit",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Strong pick if you want build, hosting and monitoring in one place; read the credit and overage rules first.",
          "why": "Chat-driven building with hosting included, now with a monitoring agent for production issues.",
          "url": "https://theagenticweekly.com/tools/replit",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "v0",
          "name": "v0",
          "vendor": "Vercel",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Good for UI-heavy web work, especially if you deploy on Vercel; the October changes are about teamwork and polish.",
          "why": "Prompt-to-UI with a design mode and MCP integrations; strongest for web front ends.",
          "url": "https://theagenticweekly.com/tools/v0",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "cursor",
          "name": "Cursor",
          "vendor": "Anysphere",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Worth a look if you run agents on several repos or want one place for editor, cloud agents and Git hosting; the October changes are mostly for teams.",
          "why": "Describe changes in chat and let the agent edit files; cloud agents can run longer tasks for you.",
          "url": "https://theagenticweekly.com/tools/cursor",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "base44",
          "name": "Base44",
          "vendor": "Base44",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "No-code AI platform that builds apps and websites from your words, with backend, authentication, payments and hosting built in.",
          "why": "No-code AI app builder with backend, auth and hosting built in.",
          "url": "https://theagenticweekly.com/tools/base44",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "bolt-new",
          "name": "Bolt",
          "vendor": "StackBlitz",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Browser-based AI builder that turns a chat prompt into a hosted website or app, with a free plan and token-based tiers.",
          "why": "Chat-to-app builder with hosting, databases and custom domains.",
          "url": "https://theagenticweekly.com/tools/bolt-new",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "firebase-studio",
          "name": "Firebase Studio",
          "vendor": "Google (Firebase)",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Google's web-based AI workspace for full-stack apps; Google says it is sunsetting Firebase Studio on March 22, 2027 and new workspaces can no longer be created.",
          "why": "Browser workspace with Gemini agents; being sunset.",
          "url": "https://theagenticweekly.com/tools/firebase-studio",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "kiro",
          "name": "Kiro",
          "vendor": "Amazon Web Services",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AWS's agentic coding tool that turns prompts into requirements, designs and tasks (spec mode), with an IDE and a CLI.",
          "why": "Vibe mode and spec mode in one tool.",
          "url": "https://theagenticweekly.com/tools/kiro",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 11,
          "slug": "windsurf",
          "name": "Windsurf (now Devin Desktop)",
          "vendor": "Cognition (Devin)",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Windsurf was renamed Devin Desktop on June 2, 2026: a full IDE with an Agent Command Center for managing local and cloud coding agents.",
          "why": "Describe changes in chat and let agents edit the project inside a full IDE.",
          "url": "https://theagenticweekly.com/tools/windsurf",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "ai-coding-agents",
      "anchor": "best-ai-coding-agents",
      "label": "AI coding agents",
      "title": "Best AI coding agents",
      "question": "What is the best AI tool for AI coding agents?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Claude Code #1 for AI coding agents: One of the most actively maintained coding agents, with daily releases and detailed changelogs. Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/ai-coding-agents",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "claude-code",
          "name": "Claude Code",
          "vendor": "Anthropic",
          "version": "v2.1.310",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Update now if you use the sandbox or run Claude Code on a cloud provider; skip if you wanted flashy new features, this is a hardening release.",
          "why": "One of the most actively maintained coding agents, with daily releases and detailed changelogs.",
          "url": "https://theagenticweekly.com/tools/claude-code",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "codex-cli",
          "name": "Codex CLI",
          "vendor": "OpenAI",
          "version": "0.164.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "A quality-of-life release: worth updating if you re-type the same prompts or switch models a lot, not a reason to switch tools.",
          "why": "A mature open-source terminal agent that ships frequent updates; this one is about workflow polish.",
          "url": "https://theagenticweekly.com/tools/codex-cli",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "gemini-cli",
          "name": "Gemini CLI",
          "vendor": "Google",
          "version": "v0.65.0",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Skip it as a new starter on a consumer plan; keep it only if you are on an enterprise license or a paid API key.",
          "why": "Still maintained for enterprise and paid API key users, but Google steers everyone else to Antigravity CLI.",
          "url": "https://theagenticweekly.com/tools/gemini-cli",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "cursor",
          "name": "Cursor",
          "vendor": "Anysphere",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Worth a look if you run agents on several repos or want one place for editor, cloud agents and Git hosting; the October changes are mostly for teams.",
          "why": "A full editor plus cloud agents; the October release focuses on multi-repo cloud environments.",
          "url": "https://theagenticweekly.com/tools/cursor",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "github-copilot",
          "name": "GitHub Copilot",
          "vendor": "GitHub (Microsoft)",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A sensible default if your team already lives on GitHub; check which plan you need for new models.",
          "why": "Broad surface area (IDE, CLI, GitHub.com, agent app) and a rotating model list.",
          "url": "https://theagenticweekly.com/tools/github-copilot",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "opencode",
          "name": "opencode",
          "vendor": "anomalyco (GitHub organization)",
          "version": "v1.19.4",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Update when convenient for the runtime security fixes; pick opencode if you want an open-source agent that is not tied to one model vendor.",
          "why": "Open-source (MIT) coding agent with a large community; the latest release is a security-flavored runtime bump.",
          "url": "https://theagenticweekly.com/tools/opencode",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "cline",
          "name": "Cline",
          "vendor": "Cline",
          "version": "SDK v0.0.95",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A good open-source pick if you want an agent inside your IDE or a CLI and an SDK to embed it; the October notes are incremental.",
          "why": "Open-source agent with extension, CLI and SDK surfaces and very frequent releases.",
          "url": "https://theagenticweekly.com/tools/cline",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "goose",
          "name": "goose",
          "vendor": "aaif-goose (GitHub organization, previously block/goose)",
          "version": "v1.56.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Pick goose if you want an open-source agent with real subagent controls; v1.56.0 is a solid, subagent-heavy update.",
          "why": "Open-source agent that works with many LLMs and now has resumable subagents.",
          "url": "https://theagenticweekly.com/tools/goose",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "amazon-q-developer",
          "name": "Amazon Q Developer",
          "vendor": "Amazon Web Services",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AWS's AI coding assistant for IDEs and the CLI, with a free tier and a $19 Pro tier; IDE plugin support ends April 30, 2027.",
          "why": "AWS coding assistant with IDE plugins and a CLI; plugins being retired.",
          "url": "https://theagenticweekly.com/tools/amazon-q-developer",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "augment-code",
          "name": "Augment Code",
          "vendor": "Augment Code",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Coding agent and 'Cosmos' platform with a Context Engine, CLI and cloud agents; plans are flat team prices with usage included.",
          "why": "Context-engine coding agent and platform with flat team pricing.",
          "url": "https://theagenticweekly.com/tools/augment-code",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 11,
          "slug": "devin",
          "name": "Devin",
          "vendor": "Cognition",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Cognition's autonomous software engineer: a cloud coding agent that tests in its own browser and aims to hand back a mergeable pull request.",
          "why": "Cloud agent that runs in its own environment and opens pull requests.",
          "url": "https://theagenticweekly.com/tools/devin",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 12,
          "slug": "kiro",
          "name": "Kiro",
          "vendor": "Amazon Web Services",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AWS's agentic coding tool that turns prompts into requirements, designs and tasks (spec mode), with an IDE and a CLI.",
          "why": "Spec-driven agentic IDE and CLI.",
          "url": "https://theagenticweekly.com/tools/kiro",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 13,
          "slug": "qodo",
          "name": "Qodo",
          "vendor": "Qodo",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI code review platform with 15+ agentic workflows for IDEs, pull requests and security, priced by team credits.",
          "why": "AI code review and quality tool for IDEs, PRs and security.",
          "url": "https://theagenticweekly.com/tools/qodo",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 14,
          "slug": "warp",
          "name": "Warp",
          "vendor": "Warp",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Warp's terminal and agent platform; it now pitches 'open infrastructure for cloud software factories' defined as code, with any model.",
          "why": "Agentic terminal and cloud-agent platform with a free tier.",
          "url": "https://theagenticweekly.com/tools/warp",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 15,
          "slug": "zed",
          "name": "Zed",
          "vendor": "Zed Industries",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "High-performance, multiplayer code editor from the creators of Atom and Tree-sitter, open source with AI optional.",
          "why": "Fast open-source editor with built-in agents and edit prediction.",
          "url": "https://theagenticweekly.com/tools/zed",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 16,
          "slug": "kilo-code",
          "name": "Kilo Code",
          "vendor": "Kilo Code (Kilo-Org)",
          "version": "v7.8.17",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source AI coding agent for VS Code, JetBrains, CLI and Cloud, with 500+ models at zero markup or your own keys.",
          "why": "Open-source agent for VS Code, JetBrains, CLI and cloud with 500+ models.",
          "url": "https://theagenticweekly.com/tools/kilo-code",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 17,
          "slug": "openhands",
          "name": "OpenHands",
          "vendor": "OpenHands (open-source project)",
          "version": "v1.33.0",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source AI coding agent platform you can start locally, automate with workflows and run with any model.",
          "why": "Open-source coding agent platform with local and cloud use.",
          "url": "https://theagenticweekly.com/tools/openhands",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 18,
          "slug": "continue",
          "name": "Continue",
          "vendor": "Continue",
          "version": "v2.0.0-vscode",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "A configurable open-source assistant; the CLI worked with a local model through a YAML config.",
          "why": "Apache-2.0 coding assistant with a CLI that worked against a local model.",
          "url": "https://theagenticweekly.com/tools/continue",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 19,
          "slug": "windsurf",
          "name": "Windsurf (now Devin Desktop)",
          "vendor": "Cognition (Devin)",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Windsurf was renamed Devin Desktop on June 2, 2026: a full IDE with an Agent Command Center for managing local and cloud coding agents.",
          "why": "AI IDE with an agent command center for local and cloud agents.",
          "url": "https://theagenticweekly.com/tools/windsurf",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 20,
          "slug": "aider",
          "name": "Aider",
          "vendor": "Aider-AI (open-source project)",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Open-source AI pair programming in your terminal that maps your codebase and connects to almost any LLM, including local models.",
          "why": "Open-source terminal pair programmer that works with almost any LLM.",
          "url": "https://theagenticweekly.com/tools/aider",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "agent-building",
      "anchor": "best-agent-building",
      "label": "agent building",
      "title": "Best AI tools for building agents",
      "question": "What is the best AI tool for agent building?",
      "quickAnswer": "As of 2026-10-26, Agentic Weekly ranks Claude Code #1 for agent building: Plugins, skills, hooks and an Agent SDK are referenced in the changelog, which makes it a base for building your own agent workflows. Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/agent-building",
      "lastUpdated": "2026-10-26",
      "rows": [
        {
          "rank": 1,
          "slug": "claude-code",
          "name": "Claude Code",
          "vendor": "Anthropic",
          "version": "v2.1.310",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Update now if you use the sandbox or run Claude Code on a cloud provider; skip if you wanted flashy new features, this is a hardening release.",
          "why": "Plugins, skills, hooks and an Agent SDK are referenced in the changelog, which makes it a base for building your own agent workflows.",
          "url": "https://theagenticweekly.com/tools/claude-code",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "openai-agents-sdk",
          "name": "OpenAI Agents SDK",
          "vendor": "OpenAI",
          "version": "v0.24.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Pick it if you want a small, official framework for multi-agent flows on the OpenAI API; the update is incremental.",
          "why": "MIT-licensed framework with MCP, sessions, tracing and realtime voice examples.",
          "url": "https://theagenticweekly.com/tools/openai-agents-sdk",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "langgraph",
          "name": "LangGraph",
          "vendor": "LangChain",
          "version": "1.2.17",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "A dependable foundation for stateful agents; this release is a routine fix, so only update if the RemoteGraph or recursion fixes affect you.",
          "why": "MIT-licensed graph framework for stateful agents; the latest release is a patch.",
          "url": "https://theagenticweekly.com/tools/langgraph",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "google-adk",
          "name": "Google ADK",
          "vendor": "Google",
          "version": "v2.13.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Update with care: a big, useful release for Gemini users, but it includes a telemetry default change.",
          "why": "Apache-2.0 toolkit with evaluation, live audio and new MongoDB services.",
          "url": "https://theagenticweekly.com/tools/google-adk",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "crewai",
          "name": "CrewAI",
          "vendor": "CrewAI",
          "version": "1.15.30",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
          "verdict": "Reasonable if you like the crew-of-agents mental model; the memory and tool-loop fixes in this release are worth taking.",
          "why": "MIT framework with crew-style orchestration and a new eval command.",
          "url": "https://theagenticweekly.com/tools/crewai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "mastra",
          "name": "Mastra",
          "vendor": "Mastra",
          "version": "@mastra/core@1.79.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "A strong TypeScript option if you are building agents in a Node stack; read the breaking-change note on sessions before upgrading.",
          "why": "TypeScript-first framework with Studio, observability and MCP support.",
          "url": "https://theagenticweekly.com/tools/mastra",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "fastmcp",
          "name": "FastMCP",
          "vendor": "Prefect",
          "version": "v4.1.3",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no language model involved)",
          "verdict": "If you run FastMCP servers, upgrade and read the security notices; the OAuth issuer step is not automatic.",
          "why": "A widely used Python library for MCP servers; the October releases are security-focused.",
          "url": "https://theagenticweekly.com/tools/fastmcp",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "n8n",
          "name": "n8n",
          "vendor": "n8n",
          "version": "2.45",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Great fit for small teams that want to wire apps and AI together without code; the license is fair-code, not open source.",
          "why": "Visual workflows plus native AI agents, with an agent builder and budget tracking.",
          "url": "https://theagenticweekly.com/tools/n8n",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "langflow",
          "name": "Langflow",
          "vendor": "Langflow",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, no LLM involved)",
          "verdict": "MIT-licensed visual builder for AI agents and MCP servers with a very large GitHub following.",
          "why": "Low-code visual builder for agents, RAG and MCP servers.",
          "url": "https://theagenticweekly.com/tools/langflow",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "botpress",
          "name": "Botpress",
          "vendor": "Botpress",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Customer-support AI agent platform with a free plan and conversation-based paid plans.",
          "why": "Agent platform for customer support with per-conversation pricing.",
          "url": "https://theagenticweekly.com/tools/botpress",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 11,
          "slug": "gumloop",
          "name": "Gumloop",
          "vendor": "Gumloop",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Agent builder for teams; plans start at $37 per month with 20k included credits.",
          "why": "Multiplayer agent builder with credit pricing.",
          "url": "https://theagenticweekly.com/tools/gumloop",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 12,
          "slug": "lindy",
          "name": "Lindy",
          "vendor": "Lindy",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI 'employee' builder that connects to your tools; Free plan with $50 in credits that last 7 days, then credit-based plans.",
          "why": "No-code AI employee builder with credit-based plans.",
          "url": "https://theagenticweekly.com/tools/lindy",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 13,
          "slug": "copilot-studio",
          "name": "Microsoft Copilot Studio",
          "vendor": "Microsoft",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Microsoft's platform for creating and managing custom agents, workflows and apps with no code.",
          "why": "Microsoft's low-code platform for custom agents.",
          "url": "https://theagenticweekly.com/tools/copilot-studio",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 14,
          "slug": "pydantic-ai",
          "name": "Pydantic AI",
          "vendor": "Pydantic",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Python agent framework built on Pydantic types, covering agents, realtime voice, image generation and embeddings.",
          "why": "Type-safe Python agent framework from the Pydantic team.",
          "url": "https://theagenticweekly.com/tools/pydantic-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 15,
          "slug": "relevance-ai",
          "name": "Relevance AI",
          "vendor": "Relevance AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Platform for specialist AI agents for sales, customer success, marketing and HR, with an embedded deployment team.",
          "why": "Specialist agents for sales, support and marketing.",
          "url": "https://theagenticweekly.com/tools/relevance-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 16,
          "slug": "voiceflow",
          "name": "Voiceflow",
          "vendor": "Voiceflow",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Platform for chat and voice AI agents for customer experience teams.",
          "why": "Enterprise chat and voice agent platform.",
          "url": "https://theagenticweekly.com/tools/voiceflow",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 17,
          "slug": "vercel-ai-sdk",
          "name": "Vercel AI SDK",
          "vendor": "Vercel",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Vercel's TypeScript SDK that gives one API across many model providers, with streaming and agent helpers.",
          "why": "TypeScript toolkit for LLM apps, streaming UIs and agents.",
          "url": "https://theagenticweekly.com/tools/vercel-ai-sdk",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 18,
          "slug": "agno",
          "name": "Agno",
          "vendor": "Agno",
          "version": "v3.1.10",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Open-source agent framework that now sells a self-driving agent platform you run in your own cloud.",
          "why": "Python agent framework and self-hosted agent platform.",
          "url": "https://theagenticweekly.com/tools/agno",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 19,
          "slug": "composio",
          "name": "Composio",
          "vendor": "Composio",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Managed tool-calling and authentication for agents across 1,500+ apps, with a free tier of 100,000 tool calls a month.",
          "why": "Tool and auth layer connecting agents to 1,500+ apps.",
          "url": "https://theagenticweekly.com/tools/composio",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 20,
          "slug": "dify",
          "name": "Dify",
          "vendor": "LangGenius",
          "version": "v1.18.0",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source platform for building LLM apps and agent workflows with a visual canvas; licensed under a modified Apache 2.0 with extra conditions.",
          "why": "Visual LLM app and agent builder, self-hostable under a modified Apache license.",
          "url": "https://theagenticweekly.com/tools/dify",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 21,
          "slug": "openhands",
          "name": "OpenHands",
          "vendor": "OpenHands (open-source project)",
          "version": "v1.33.0",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source AI coding agent platform you can start locally, automate with workflows and run with any model.",
          "why": "Automations and SDK for building engineering agents.",
          "url": "https://theagenticweekly.com/tools/openhands",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 22,
          "slug": "langchain",
          "name": "LangChain",
          "vendor": "LangChain",
          "version": "langchain-core 1.7.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Open-source framework for building LLM applications and agents in Python and JavaScript, from the team behind LangGraph and LangSmith.",
          "why": "The most-starred Python and JS framework for LLM apps and agents.",
          "url": "https://theagenticweekly.com/tools/langchain",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 23,
          "slug": "haystack",
          "name": "Haystack",
          "vendor": "deepset",
          "version": "v3.4.1",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Apache-2.0 Python framework for building search, RAG and agent pipelines, maintained by deepset.",
          "why": "Open-source Python framework for RAG and agent pipelines.",
          "url": "https://theagenticweekly.com/tools/haystack",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 24,
          "slug": "browser-use",
          "name": "Browser Use",
          "vendor": "Browser Use",
          "version": "0.13.13",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source library that lets AI agents drive a browser, with a pay-as-you-go cloud browser starting at $0.02 an hour.",
          "why": "Open-source library and cloud browsers for web agents.",
          "url": "https://theagenticweekly.com/tools/browser-use",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 25,
          "slug": "dspy",
          "name": "DSPy",
          "vendor": "Stanford NLP",
          "version": "3.4.1",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Worth a look if you want structured, testable LM pipelines; start with a plain Predict module before optimisers.",
          "why": "MIT-licensed Python framework for composing and optimising LM programs.",
          "url": "https://theagenticweekly.com/tools/dspy",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 26,
          "slug": "semantic-kernel",
          "name": "Semantic Kernel",
          "vendor": "Microsoft",
          "version": "python-1.45.0",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Microsoft's model-agnostic SDK for building AI agents; its README calls Microsoft Agent Framework the enterprise-ready successor.",
          "why": "Microsoft SDK for AI agents in .NET, Python and Java; successor is Microsoft Agent Framework.",
          "url": "https://theagenticweekly.com/tools/semantic-kernel",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 27,
          "slug": "mem0",
          "name": "Mem0",
          "vendor": "Mem0",
          "version": "Python SDK v2.2.1",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, local 3B model plus a local embedder)",
          "verdict": "Open-source and hosted memory layer that lets agents remember users across sessions, with a free tier and published request quotas.",
          "why": "Memory layer API for agents and apps.",
          "url": "https://theagenticweekly.com/tools/mem0",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 28,
          "slug": "llamaindex",
          "name": "LlamaIndex",
          "vendor": "LlamaIndex",
          "version": "v0.14.25",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Open-source data framework for retrieval-augmented generation and document-centred agents, with a hosted document platform alongside.",
          "why": "Data framework for RAG and document agents.",
          "url": "https://theagenticweekly.com/tools/llamaindex",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 29,
          "slug": "instructor",
          "name": "Instructor",
          "vendor": "567 Labs",
          "version": "v1.17.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "A small, light way to get typed output from a model; good first step before reaching for a full framework.",
          "why": "MIT-licensed structured-output library built on Pydantic.",
          "url": "https://theagenticweekly.com/tools/instructor",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 30,
          "slug": "flowise",
          "name": "Flowise",
          "vendor": "FlowiseAI",
          "version": "flowise-ui 3.1.4",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source drag-and-drop builder for LLM flows and agents; GitHub marks the main repository as archived with its last push in Aug 2026.",
          "why": "Open-source visual LLM-flow builder; GitHub repository is archived.",
          "url": "https://theagenticweekly.com/tools/flowise",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 31,
          "slug": "smolagents",
          "name": "smolagents",
          "vendor": "Hugging Face",
          "version": "v1.26.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Hugging Face's small Python library for agents that write and run code; the docs say the core logic fits in roughly a thousand lines.",
          "why": "Minimal Hugging Face library for code-writing agents.",
          "url": "https://theagenticweekly.com/tools/smolagents",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 32,
          "slug": "letta",
          "name": "Letta",
          "vendor": "Letta",
          "version": "v0.16.8",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Platform and open-source framework for stateful agents that keep and improve memory across sessions.",
          "why": "Stateful agents with persistent memory.",
          "url": "https://theagenticweekly.com/tools/letta",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 33,
          "slug": "autogen",
          "name": "AutoGen",
          "vendor": "Microsoft",
          "version": "python-v0.7.5",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Microsoft's open-source multi-agent framework; its README now says the project is in maintenance mode and points to Microsoft Agent Framework.",
          "why": "Microsoft's multi-agent framework, now steering users to Microsoft Agent Framework.",
          "url": "https://theagenticweekly.com/tools/autogen",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "ai-video",
      "anchor": "best-ai-video",
      "label": "video",
      "title": "Best AI tools for video",
      "question": "What is the best AI tool for video?",
      "quickAnswer": "As of 2026-10-26, Agentic Weekly ranks Luma #1 for video: Multiple video models in one board, plus professional outputs like EXR and keyframe control. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/ai-video",
      "lastUpdated": "2026-10-26",
      "rows": [
        {
          "rank": 1,
          "slug": "luma",
          "name": "Luma",
          "vendor": "Luma AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A good pick for creators who want several video models in one workspace; Ray 3.2 launched on June 9, 2026, so check which models are live on your plan.",
          "why": "Multiple video models in one board, plus professional outputs like EXR and keyframe control.",
          "url": "https://theagenticweekly.com/tools/luma",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "runway",
          "name": "Runway",
          "vendor": "Runway",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A strong choice if you want one place to drive many video, image and audio models from an agent; many items are paid-plan only.",
          "why": "Many models and editor integrations; the MCP server makes it scriptable by agents.",
          "url": "https://theagenticweekly.com/tools/runway",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "kling",
          "name": "Kling AI",
          "vendor": "Kuaishou (Kling AI)",
          "version": "4.0",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Worth testing for action and camera-heavy shots; our information is secondhand from Luma plus the Kling homepage.",
          "why": "Kling 4.0 targets fast action and big camera moves, according to Luma.",
          "url": "https://theagenticweekly.com/tools/kling",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "comfyui",
          "name": "ComfyUI",
          "vendor": "Comfy Org",
          "version": "v0.42.1",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, no LLM involved)",
          "verdict": "The tool to learn if you want maximum control over open models on your own GPU; it has a learning curve.",
          "why": "Runs open video models locally and can call partner video models through nodes.",
          "url": "https://theagenticweekly.com/tools/comfyui",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "descript",
          "name": "Descript",
          "vendor": "Descript",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI video and audio editor where you edit by editing text; Free plan, paid plans measured in media hours and AI credits.",
          "why": "Text-based video and audio editor with AI co-editor.",
          "url": "https://theagenticweekly.com/tools/descript",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "heygen",
          "name": "HeyGen",
          "vendor": "HeyGen",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI avatar video with a Free plan and paid tiers at $29, $49 and $149 a month.",
          "why": "Avatar video with a personal avatar of your face and voice.",
          "url": "https://theagenticweekly.com/tools/heygen",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "invideo",
          "name": "invideo",
          "vendor": "invideo",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI video editor with agents; plans at $10, $30 and $75 per seat a month billed annually.",
          "why": "Agentic video editor with credit plans.",
          "url": "https://theagenticweekly.com/tools/invideo",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "opus-clip",
          "name": "OpusClip",
          "vendor": "OpusClip",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Turns long videos into shorts and posts to social platforms; Free forever plan.",
          "why": "Turns long videos into short clips.",
          "url": "https://theagenticweekly.com/tools/opus-clip",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "pika",
          "name": "Pika",
          "vendor": "Pika",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI creative platform with a free plan and monthly tiers at $10, $35 and $95.",
          "why": "Creative platform with multiple video models.",
          "url": "https://theagenticweekly.com/tools/pika",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "synthesia",
          "name": "Synthesia",
          "vendor": "Synthesia",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Business video platform with AI avatars in 140+ languages and a free credit allowance.",
          "why": "Business AI avatar video in 140+ languages.",
          "url": "https://theagenticweekly.com/tools/synthesia",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "writing",
      "anchor": "best-writing",
      "label": "writing",
      "title": "Best AI tools for writing",
      "question": "What is the best AI tool for writing?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks ChatGPT #1 for writing: Writing blocks, Pages, Slides, audio uploads and Word integration make it a general writing workbench. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/writing",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "chatgpt",
          "name": "ChatGPT",
          "vendor": "OpenAI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Still the broadest all-round assistant; the October updates matter most if you write documents, decks or work with audio.",
          "why": "Writing blocks, Pages, Slides, audio uploads and Word integration make it a general writing workbench.",
          "url": "https://theagenticweekly.com/tools/chatgpt",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "claude",
          "name": "Claude",
          "vendor": "Anthropic",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A strong writing partner; try Claude Duet only if you are on Pro or Max and comfortable with a research-preview product.",
          "why": "Popular for drafting and editing; the October update centers on agents and the small Haiku model.",
          "url": "https://theagenticweekly.com/tools/claude",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "gemini-notebook",
          "name": "Gemini Notebook",
          "vendor": "Google",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A good fit for turning a pile of documents into drafts and decks you can check against sources; availability of new features is rolling out.",
          "why": "Source-grounded reports, briefing docs and decks; the October update adds review steps before generation.",
          "url": "https://theagenticweekly.com/tools/gemini-notebook",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "copy-ai",
          "name": "Copy.ai",
          "vendor": "Copy.ai",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Go-to-market AI platform now priced by workflow credits.",
          "why": "GTM AI platform with workflow credits.",
          "url": "https://theagenticweekly.com/tools/copy-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "grammarly",
          "name": "Grammarly",
          "vendor": "Grammarly",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI writing assistant that works across apps; Free $0, Pro $12 per month, Enterprise custom.",
          "why": "AI writing assistant across apps and sites.",
          "url": "https://theagenticweekly.com/tools/grammarly",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "jasper",
          "name": "Jasper",
          "vendor": "Jasper",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI platform for marketing teams with brand governance and AI visibility tracking; 7-day free trial.",
          "why": "Marketing-focused AI agents and brand governance.",
          "url": "https://theagenticweekly.com/tools/jasper",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "writesonic",
          "name": "Writesonic",
          "vendor": "Writesonic",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Platform for tracking and improving visibility in AI search with article generation.",
          "why": "AI search visibility and content platform.",
          "url": "https://theagenticweekly.com/tools/writesonic",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "music",
      "anchor": "best-music",
      "label": "music",
      "title": "Best AI tools for music",
      "question": "What is the best AI tool for music?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Suno #1 for music: Full-song generation with plain-language section edits; v6 launched Sep 9. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/music",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "suno",
          "name": "Suno",
          "vendor": "Suno",
          "version": "v6",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "The most complete song-making tool we track; the v6 editing features are the draw. Rights and licensing questions are yours to check.",
          "why": "Full-song generation with plain-language section edits; v6 launched Sep 9.",
          "url": "https://theagenticweekly.com/tools/suno",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "elevenlabs",
          "name": "ElevenLabs",
          "vendor": "ElevenLabs",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Best for builders adding voice or music to products; the Video to Music API is the interesting new piece for creators.",
          "why": "Video to Music API and Eleven Music tools; strongest for builders and video scoring.",
          "url": "https://theagenticweekly.com/tools/elevenlabs",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "ace-step",
          "name": "ACE-Step",
          "vendor": "ACE-Step",
          "version": "v1.5",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "The pick if you want open weights and local control; expect a manual setup and no recent updates.",
          "why": "Open-source music model with local setup, ComfyUI support and LoRA training.",
          "url": "https://theagenticweekly.com/tools/ace-step",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "image-generation",
      "anchor": "best-image-generation",
      "label": "images",
      "title": "Best AI tools for images",
      "question": "What is the best AI tool for images?",
      "quickAnswer": "As of 2026-10-26, Agentic Weekly ranks Midjourney #1 for images: Widely used image generator; this update adds prompt-correcting reruns and shared folders. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/image-generation",
      "lastUpdated": "2026-10-26",
      "rows": [
        {
          "rank": 1,
          "slug": "midjourney",
          "name": "Midjourney",
          "vendor": "Midjourney",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Use the thinking rerun if prompt-following misses are your pain; be careful with privacy when sharing folders.",
          "why": "Widely used image generator; this update adds prompt-correcting reruns and shared folders.",
          "url": "https://theagenticweekly.com/tools/midjourney",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "comfyui",
          "name": "ComfyUI",
          "vendor": "Comfy Org",
          "version": "v0.42.1",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, no LLM involved)",
          "verdict": "The tool to learn if you want maximum control over open models on your own GPU; it has a learning curve.",
          "why": "Most flexible option for open image models, with a large workflow ecosystem.",
          "url": "https://theagenticweekly.com/tools/comfyui",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "chatgpt",
          "name": "ChatGPT",
          "vendor": "OpenAI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Still the broadest all-round assistant; the October updates matter most if you write documents, decks or work with audio.",
          "why": "ChatGPT Images 2.5 (Sep 11) offers templates, sketch-to-image and editing in chat.",
          "url": "https://theagenticweekly.com/tools/chatgpt",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "runway",
          "name": "Runway",
          "vendor": "Runway",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A strong choice if you want one place to drive many video, image and audio models from an agent; many items are paid-plan only.",
          "why": "Partner image models such as Seedream 5.0 Flash and Ideogram 4.5 are available through Runway MCP.",
          "url": "https://theagenticweekly.com/tools/runway",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "black-forest-labs",
          "name": "FLUX (Black Forest Labs)",
          "vendor": "Black Forest Labs",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Black Forest Labs' FLUX image models, available through an API with per-image pricing; the flux GitHub repository is Apache-2.0.",
          "why": "FLUX image models via API and open weights.",
          "url": "https://theagenticweekly.com/tools/black-forest-labs",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "freepik",
          "name": "Freepik AI",
          "vendor": "Freepik",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Stock library with AI suite and credit plans; credits valid for 1 year.",
          "why": "Stock library with AI image and video models.",
          "url": "https://theagenticweekly.com/tools/freepik",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "ideogram",
          "name": "Ideogram",
          "vendor": "Ideogram",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI image generator with Plus, Pro and Team plans, pay-as-you-go credits at 1 cent each, and an API.",
          "why": "AI image and video generator with subscription plans and a credit-based API.",
          "url": "https://theagenticweekly.com/tools/ideogram",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "krea",
          "name": "Krea",
          "vendor": "Krea",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Creative AI suite for images, videos and upscaling; Free plan with 5,000 units a month.",
          "why": "Image, video and upscaling suite.",
          "url": "https://theagenticweekly.com/tools/krea",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "leonardo-ai",
          "name": "Leonardo.Ai",
          "vendor": "Leonardo.Ai",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Image and video creation platform with a free tier, four individual plans, team seats and API pay-as-you-go.",
          "why": "Image, video and design platform with 80+ models and a free daily token allowance.",
          "url": "https://theagenticweekly.com/tools/leonardo-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "recraft",
          "name": "Recraft",
          "vendor": "Recraft",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Text-to-image model and design platform for photorealism and vector output; V4.1 Flash is listed as the latest model.",
          "why": "Image model and design platform with vector generation.",
          "url": "https://theagenticweekly.com/tools/recraft",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "small-business",
      "anchor": "best-small-business",
      "label": "small business",
      "title": "Best AI tools for small businesses",
      "question": "What is the best AI tool for small business?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Goodcall #1 for small business: Lets a trade business answer, qualify and book calls with a simple per-customer price. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/small-business",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "goodcall",
          "name": "Goodcall",
          "vendor": "Goodcall",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A sensible first AI receptionist for a one-person shop; the per-customer pricing is simple, but test call quality yourself.",
          "why": "Lets a trade business answer, qualify and book calls with a simple per-customer price.",
          "url": "https://theagenticweekly.com/tools/goodcall",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "jobber",
          "name": "Jobber Receptionist",
          "vendor": "Jobber",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Best if you already use or plan to use Jobber for scheduling and invoicing; the receptionist works with your Jobber data.",
          "why": "AI call and text answering tied into scheduling and quoting for home service businesses.",
          "url": "https://theagenticweekly.com/tools/jobber",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "lovable",
          "name": "Lovable",
          "vendor": "Lovable",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "A friendly way for non-developers to get a working web app and a first-customers plan; check credit costs before you commit.",
          "why": "Useful for a simple business site or booking page, with a Google Business Profile connector now available.",
          "url": "https://theagenticweekly.com/tools/lovable",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "n8n",
          "name": "n8n",
          "vendor": "n8n",
          "version": "2.45",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Great fit for small teams that want to wire apps and AI together without code; the license is fair-code, not open source.",
          "why": "Connects the tools a small shop already uses; self-hostable or cloud.",
          "url": "https://theagenticweekly.com/tools/n8n",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "replit",
          "name": "Replit",
          "vendor": "Replit",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Strong pick if you want build, hosting and monitoring in one place; read the credit and overage rules first.",
          "why": "Stripe Atlas help and always-on hosting suit a first business app, though costs depend on credits.",
          "url": "https://theagenticweekly.com/tools/replit",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "chatgpt",
          "name": "ChatGPT",
          "vendor": "OpenAI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Still the broadest all-round assistant; the October updates matter most if you write documents, decks or work with audio.",
          "why": "Meetings plugin, Pages and scheduled tasks help with admin work, though many features are plan-gated.",
          "url": "https://theagenticweekly.com/tools/chatgpt",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "ai-assistants",
      "anchor": "best-ai-assistants",
      "label": "AI assistants",
      "title": "Best AI assistants",
      "question": "What is the best AI tool for AI assistants?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Grok #1 for AI assistants: Assistant from SpaceXAI with real-time web and X answers. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/ai-assistants",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "grok",
          "name": "Grok",
          "vendor": "SpaceXAI (formerly xAI)",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Grok is SpaceXAI's chat assistant, free to try on web and in apps, with a SuperGrok upgrade.",
          "why": "Assistant from SpaceXAI with real-time web and X answers.",
          "url": "https://theagenticweekly.com/tools/grok",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "microsoft-copilot",
          "name": "Microsoft Copilot",
          "vendor": "Microsoft",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Microsoft's AI assistant for chat, creating and getting work done, with consumer and enterprise tiers.",
          "why": "Microsoft's consumer and enterprise assistant.",
          "url": "https://theagenticweekly.com/tools/microsoft-copilot",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "le-chat",
          "name": "Mistral Le Chat",
          "vendor": "Mistral AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Mistral's AI assistant: Free, Pro at $14.99 a month, Team at $24.99 per user.",
          "why": "Mistral's assistant with Free, Pro and Team plans.",
          "url": "https://theagenticweekly.com/tools/le-chat",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "notion-ai",
          "name": "Notion AI",
          "vendor": "Notion",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Notion's built-in AI and agents; Free $0, Plus $10 and Business $20 per member per month, with AI usage drawing on credits.",
          "why": "AI agents and search inside Notion workspaces.",
          "url": "https://theagenticweekly.com/tools/notion-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "ai-search",
      "anchor": "best-ai-search",
      "label": "AI search and research",
      "title": "Best AI search and research tools",
      "question": "What is the best AI tool for AI search and research?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Elicit #1 for AI search and research: AI research assistant that searches and synthesizes academic papers. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/ai-search",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "elicit",
          "name": "Elicit",
          "vendor": "Elicit",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI research assistant that searches academic papers, extracts data and drafts reports; free Basic tier with paid per-user plans.",
          "why": "AI research assistant that searches and synthesizes academic papers.",
          "url": "https://theagenticweekly.com/tools/elicit",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "perplexity",
          "name": "Perplexity",
          "vendor": "Perplexity AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI search with citations in every answer; Pro is $20 a month ($17 billed annually) and Max is $200 ($167 billed annually).",
          "why": "AI answer engine with citations; Free, Pro and Max plans.",
          "url": "https://theagenticweekly.com/tools/perplexity",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "you-com",
          "name": "You.com",
          "vendor": "You.com",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "You.com now presents itself as search and inference infrastructure for AI: web search, answer and research APIs plus an inference router.",
          "why": "Search and answer APIs for AI apps.",
          "url": "https://theagenticweekly.com/tools/you-com",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "llm-platforms",
      "anchor": "best-llm-platforms",
      "label": "local LLM tools and model platforms",
      "title": "Best tools for running LLMs locally",
      "question": "What is the best AI tool for local LLM tools and model platforms?",
      "quickAnswer": "As of 2026-10-26, Agentic Weekly ranks Cohere #1 for local LLM tools and model platforms: Enterprise-focused models and the North agent platform. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/llm-platforms",
      "lastUpdated": "2026-10-26",
      "rows": [
        {
          "rank": 1,
          "slug": "cohere",
          "name": "Cohere",
          "vendor": "Cohere",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Enterprise AI company: Command models, Rerank and the North platform.",
          "why": "Enterprise-focused models and the North agent platform.",
          "url": "https://theagenticweekly.com/tools/cohere",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "deepseek",
          "name": "DeepSeek",
          "vendor": "DeepSeek",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Model API that works with the OpenAI and Anthropic SDK formats and can back agent tools such as Claude Code, GitHub Copilot and OpenCode.",
          "why": "Model API compatible with the OpenAI and Anthropic formats.",
          "url": "https://theagenticweekly.com/tools/deepseek",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "hugging-face",
          "name": "Hugging Face",
          "vendor": "Hugging Face",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, SmolLM2-135M from the Hub)",
          "verdict": "The hub where the ML community shares models, datasets and apps, with PRO, Team and Enterprise tiers.",
          "why": "Hub for models, datasets and Spaces with paid compute.",
          "url": "https://theagenticweekly.com/tools/hugging-face",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "litellm",
          "name": "LiteLLM",
          "vendor": "BerriAI",
          "version": "v1.106.4",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Useful as a single interface in front of local and hosted models; check the license files and pin the version because it releases daily.",
          "why": "Python SDK and proxy exposing many providers through an OpenAI-style API.",
          "url": "https://theagenticweekly.com/tools/litellm",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "llama-cpp",
          "name": "llama.cpp",
          "vendor": "ggml-org (open-source project)",
          "version": "b11889",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "LLM inference in C/C++: the open-source engine many local-model tools build on; MIT-licensed with near-daily build tags.",
          "why": "C/C++ inference engine for running LLMs on local hardware.",
          "url": "https://theagenticweekly.com/tools/llama-cpp",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "lm-studio",
          "name": "LM Studio",
          "vendor": "LM Studio",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Desktop app for running open models locally; the homepage now leads with Bionic, an agent for work and code.",
          "why": "Desktop app for running local models, now with an agent called Bionic.",
          "url": "https://theagenticweekly.com/tools/lm-studio",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "ollama",
          "name": "Ollama",
          "vendor": "Ollama",
          "version": "v0.40.11",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "The common way to run open models locally on macOS, Windows and Linux, with a cloud option and an MIT-licensed open-source core.",
          "why": "Run open models locally or in the cloud with a CLI and API.",
          "url": "https://theagenticweekly.com/tools/ollama",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "open-webui",
          "name": "Open WebUI",
          "vendor": "Open WebUI",
          "version": "v0.12.4",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
          "verdict": "Self-hosted AI platform: a web interface that connects to Ollama and OpenAI-compatible models, under its own Open WebUI License.",
          "why": "Self-hosted web interface for local and hosted models.",
          "url": "https://theagenticweekly.com/tools/open-webui",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "openrouter",
          "name": "OpenRouter",
          "vendor": "OpenRouter",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Unified API to many models with fallbacks; a Free tier with 25+ free models and 4 free providers.",
          "why": "One API for many hosted models with provider fallback.",
          "url": "https://theagenticweekly.com/tools/openrouter",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "replicate",
          "name": "Replicate",
          "vendor": "Replicate",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Cloud API for running and fine-tuning open models, with per-use pricing.",
          "why": "Run open-source models through a cloud API.",
          "url": "https://theagenticweekly.com/tools/replicate",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 11,
          "slug": "together-ai",
          "name": "Together AI",
          "vendor": "Together AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI cloud for open models: serverless inference, fine-tuning and GPU clusters, priced per token.",
          "why": "Inference, fine-tuning and GPU clusters for open models.",
          "url": "https://theagenticweekly.com/tools/together-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 12,
          "slug": "jan",
          "name": "Jan",
          "vendor": "Menlo Research",
          "version": "0.8.7",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source alternative to ChatGPT that runs open models locally or connects to cloud models like GPT and Claude.",
          "why": "Open-source ChatGPT-style desktop app for local and cloud models.",
          "url": "https://theagenticweekly.com/tools/jan",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 13,
          "slug": "gpt4all",
          "name": "GPT4All",
          "vendor": "Nomic",
          "version": "v3.10.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, local 3B model (Qwen2.5-3B))",
          "verdict": "Local chatbot from Nomic that runs open-source models on your device; the latest GitHub release we saw is v3.10.0 from Feb 2025.",
          "why": "Private local chatbot by Nomic.",
          "url": "https://theagenticweekly.com/tools/gpt4all",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "no-code-automation",
      "anchor": "best-no-code-automation",
      "label": "no-code automation",
      "title": "Best AI automation tools",
      "question": "What is the best AI tool for no-code automation?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Make #1 for no-code automation: Visual automation platform with scenarios, AI agents, an MCP server and a free plan. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/no-code-automation",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "make",
          "name": "Make",
          "vendor": "Make",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Visual automation platform: build scenarios by prompt or drag and drop, credits-based billing, a free plan with no time limit.",
          "why": "Visual automation platform with scenarios, AI agents, an MCP server and a free plan.",
          "url": "https://theagenticweekly.com/tools/make",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "pipedream",
          "name": "Pipedream",
          "vendor": "Pipedream",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Integration layer for AI agents with managed auth and 10,000+ tools across 3,000+ APIs; free to build, pay in production.",
          "why": "Developer-friendly automation and integration layer for agents.",
          "url": "https://theagenticweekly.com/tools/pipedream",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "power-automate",
          "name": "Power Automate",
          "vendor": "Microsoft",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Microsoft's automation platform with a 30-day free trial and per-user and per-bot plans.",
          "why": "Microsoft's workflow and RPA automation platform.",
          "url": "https://theagenticweekly.com/tools/power-automate",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "zapier",
          "name": "Zapier",
          "vendor": "Zapier",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "No-code automation with 9,000+ apps and AI agents; free plan of 100 tasks a month.",
          "why": "The largest no-code automation catalog, now with AI agents.",
          "url": "https://theagenticweekly.com/tools/zapier",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "activepieces",
          "name": "Activepieces",
          "vendor": "Activepieces",
          "version": "0.92.3-hotfix.1",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Open-source workflow automation with chat, agents, tables and 770+ apps; $20 or $200 flat monthly plans.",
          "why": "Open-source Zapier alternative with 770+ apps.",
          "url": "https://theagenticweekly.com/tools/activepieces",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "mcp-servers",
      "anchor": "best-mcp-servers",
      "label": "MCP servers",
      "title": "Best MCP servers for AI agents",
      "question": "What is the best AI tool for MCP servers?",
      "quickAnswer": "As of 2026-10-26, Agentic Weekly ranks Figma MCP server #1 for MCP servers: Figma's MCP server that gives agents design context. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/mcp-servers",
      "lastUpdated": "2026-10-26",
      "rows": [
        {
          "rank": 1,
          "slug": "figma-mcp",
          "name": "Figma MCP server",
          "vendor": "Figma",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Figma's own MCP server that gives coding agents access to design files.",
          "why": "Figma's MCP server that gives agents design context.",
          "url": "https://theagenticweekly.com/tools/figma-mcp",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "firecrawl",
          "name": "Firecrawl",
          "vendor": "Firecrawl",
          "version": "v2.11.608",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Web data API: search, scrape and crawl for AI agents.",
          "why": "Web data API: search, scrape and crawl for AI agents.",
          "url": "https://theagenticweekly.com/tools/firecrawl",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "mcp-servers",
          "name": "MCP reference servers",
          "vendor": "Model Context Protocol project",
          "version": "v2.1.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no LLM involved)",
          "verdict": "The MCP project's collection of reference servers.",
          "why": "The MCP project's collection of reference servers.",
          "url": "https://theagenticweekly.com/tools/mcp-servers",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "context7",
          "name": "Context7",
          "vendor": "Upstash",
          "version": "@upstash/context7-sdk 0.6.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no language model involved)",
          "verdict": "Up-to-date, version-specific library docs served to coding agents.",
          "why": "Up-to-date, version-specific library docs served to coding agents.",
          "url": "https://theagenticweekly.com/tools/context7",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "chrome-devtools-mcp",
          "name": "Chrome DevTools MCP",
          "vendor": "Chrome DevTools team (Google)",
          "version": "v1.12.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no language model involved)",
          "verdict": "Chrome DevTools for coding agents.",
          "why": "Chrome DevTools for coding agents.",
          "url": "https://theagenticweekly.com/tools/chrome-devtools-mcp",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "github-mcp-server",
          "name": "GitHub MCP Server",
          "vendor": "GitHub",
          "version": "2.0.3",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, no LLM involved)",
          "verdict": "GitHub's official MCP server for repos, issues and pull requests.",
          "why": "GitHub's official MCP server for repos, issues and pull requests.",
          "url": "https://theagenticweekly.com/tools/github-mcp-server",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "mcp-inspector",
          "name": "MCP Inspector",
          "vendor": "Model Context Protocol project",
          "version": "2.12.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no LLM involved)",
          "verdict": "The quickest way to check what an MCP server exposes; run it on a current Node or npm may quietly install version 0.15.0.",
          "why": "Official MCP server explorer with a CLI mode.",
          "url": "https://theagenticweekly.com/tools/mcp-inspector",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "supabase-mcp",
          "name": "Supabase MCP",
          "vendor": "Supabase",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, no LLM involved)",
          "verdict": "Connect Supabase projects to AI assistants.",
          "why": "Connect Supabase projects to AI assistants.",
          "url": "https://theagenticweekly.com/tools/supabase-mcp",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "sentry-mcp",
          "name": "Sentry MCP",
          "vendor": "Sentry",
          "version": "cli 0.47.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, no LLM involved)",
          "verdict": "Sentry's agentic tooling and MCP server for errors and traces.",
          "why": "Sentry's agentic tooling and MCP server for errors and traces.",
          "url": "https://theagenticweekly.com/tools/sentry-mcp",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "playwright-mcp",
          "name": "Playwright MCP",
          "vendor": "Microsoft",
          "version": "v0.0.83",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no language model involved)",
          "verdict": "Microsoft's MCP server that lets agents drive a browser with Playwright.",
          "why": "Microsoft's MCP server that lets agents drive a browser with Playwright.",
          "url": "https://theagenticweekly.com/tools/playwright-mcp",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 11,
          "slug": "notion-mcp",
          "name": "Notion MCP Server",
          "vendor": "Notion",
          "version": "v2.5.2",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-26, no LLM involved)",
          "verdict": "Official Notion MCP server for reading and editing workspace content.",
          "why": "Official Notion MCP server for reading and editing workspace content.",
          "url": "https://theagenticweekly.com/tools/notion-mcp",
          "lastVerified": "2026-10-26",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "meeting-assistants",
      "anchor": "best-meeting-assistants",
      "label": "AI meeting assistants",
      "title": "Best AI meeting assistants",
      "question": "What is the best AI tool for AI meeting assistants?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Fathom #1 for AI meeting assistants: Free AI notetaker for Zoom, Meet and Teams. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/meeting-assistants",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "fathom",
          "name": "Fathom",
          "vendor": "Fathom",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI notetaker for Zoom, Google Meet and Microsoft Teams that is free for individuals.",
          "why": "Free AI notetaker for Zoom, Meet and Teams.",
          "url": "https://theagenticweekly.com/tools/fathom",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "fireflies",
          "name": "Fireflies.ai",
          "vendor": "Fireflies",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI meeting assistant with a free plan; paid plans $10 to $39 per seat per month billed annually.",
          "why": "Meeting notetaker that transcribes, summarizes and searches conversations.",
          "url": "https://theagenticweekly.com/tools/fireflies",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "granola",
          "name": "Granola",
          "vendor": "Granola",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI notepad for back-to-back meetings that captures device audio without a meeting bot.",
          "why": "AI notepad that captures meetings without a bot.",
          "url": "https://theagenticweekly.com/tools/granola",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "otter",
          "name": "Otter.ai",
          "vendor": "Otter.ai",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI meeting agent with real-time transcription, summaries and action items; free plan, paid per-user plans.",
          "why": "Meeting agent with transcription and automated summaries.",
          "url": "https://theagenticweekly.com/tools/otter",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "read-ai",
          "name": "Read AI",
          "vendor": "Read AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI notetaker that works across Teams, Meet and Zoom; Free plan covers 5 meetings per month.",
          "why": "Meeting summaries, transcripts and enterprise search.",
          "url": "https://theagenticweekly.com/tools/read-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "ai-design",
      "anchor": "best-ai-design",
      "label": "AI design and presentation tools",
      "title": "Best AI design and presentation tools",
      "question": "What is the best AI tool for AI design and presentation tools?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks Beautiful.ai #1 for AI design and presentation tools: AI presentation software with Smart Slides. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/ai-design",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "beautiful-ai",
          "name": "Beautiful.ai",
          "vendor": "Beautiful.ai",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "AI presentation platform with 300+ Smart Slide layouts; 14-day free trial.",
          "why": "AI presentation software with Smart Slides.",
          "url": "https://theagenticweekly.com/tools/beautiful-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "canva-ai",
          "name": "Canva AI",
          "vendor": "Canva",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Canva's AI image generator inside its design editor; free to try with plans for Pro, Business and Enterprise.",
          "why": "Canva's text-to-image and AI design tools.",
          "url": "https://theagenticweekly.com/tools/canva-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    },
    {
      "slug": "voice-ai",
      "anchor": "best-voice-ai",
      "label": "AI voice and speech",
      "title": "Best AI voice and speech tools",
      "question": "What is the best AI tool for AI voice and speech?",
      "quickAnswer": "As of 2026-10-25, Agentic Weekly ranks AssemblyAI #1 for AI voice and speech: Speech-to-text and speech understanding APIs. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis).",
      "url": "https://theagenticweekly.com/best/voice-ai",
      "lastUpdated": "2026-10-25",
      "rows": [
        {
          "rank": 1,
          "slug": "assemblyai",
          "name": "AssemblyAI",
          "vendor": "AssemblyAI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Speech AI APIs for transcription and understanding; start free, pay as you go.",
          "why": "Speech-to-text and speech understanding APIs.",
          "url": "https://theagenticweekly.com/tools/assemblyai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 2,
          "slug": "cartesia",
          "name": "Cartesia",
          "vendor": "Cartesia",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Realtime voice AI: text-to-speech, speech-to-text in 44 languages and voice agents, with a free plan and credit tiers.",
          "why": "Real-time text-to-speech, speech-to-text and voice agents.",
          "url": "https://theagenticweekly.com/tools/cartesia",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 3,
          "slug": "deepgram",
          "name": "Deepgram",
          "vendor": "Deepgram",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Voice AI APIs for speech-to-text, text-to-speech and agents with $200 in free credit.",
          "why": "Speech-to-text, text-to-speech and voice agent APIs.",
          "url": "https://theagenticweekly.com/tools/deepgram",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 4,
          "slug": "murf-ai",
          "name": "Murf AI",
          "vendor": "Murf AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Text-to-speech platform with a $10 free API trial, pay-as-you-go credits and per-character API pricing.",
          "why": "Text-to-speech, voice changer and speech-to-text with API pricing per character.",
          "url": "https://theagenticweekly.com/tools/murf-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 5,
          "slug": "resemble-ai",
          "name": "Resemble AI",
          "vendor": "Resemble AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Resemble AI now leads with real-time deepfake detection and watermarking for audio, video and images; plans from free to $1,000 a month.",
          "why": "Deepfake detection and voice AI for enterprises.",
          "url": "https://theagenticweekly.com/tools/resemble-ai",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 6,
          "slug": "retell",
          "name": "Retell AI",
          "vendor": "Retell AI",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Voice AI agents for phone calls with pay-per-minute pricing and 20 free concurrent calls.",
          "why": "Voice agents that answer and place phone calls.",
          "url": "https://theagenticweekly.com/tools/retell",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 7,
          "slug": "speechify",
          "name": "Speechify",
          "vendor": "Speechify",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Text-to-speech app that reads PDFs, books and web pages aloud, with a Free plan and a $29 monthly premium price.",
          "why": "Text-to-speech reader and voice typing.",
          "url": "https://theagenticweekly.com/tools/speechify",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 8,
          "slug": "vapi",
          "name": "Vapi",
          "vendor": "Vapi",
          "status": "Reported",
          "evidence": "Reported (not run by us)",
          "verdict": "Developer platform for voice agents; $5 free credits, then pay for the minutes you run.",
          "why": "Platform for building and deploying voice AI agents.",
          "url": "https://theagenticweekly.com/tools/vapi",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 9,
          "slug": "piper",
          "name": "Piper",
          "vendor": "Open Home Foundation",
          "version": "v1.8.0",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no LLM involved)",
          "verdict": "Fast, private speech synthesis on a CPU; mind the GPL-3.0 license if you embed it.",
          "why": "GPL-3.0 local text-to-speech engine with downloadable voices.",
          "url": "https://theagenticweekly.com/tools/piper",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        },
        {
          "rank": 10,
          "slug": "faster-whisper",
          "name": "faster-whisper",
          "vendor": "SYSTRAN",
          "version": "v1.2.1",
          "status": "Tested",
          "evidence": "Tested (smoke test, 2026-10-25, no language model involved)",
          "verdict": "Fast local transcription; on CPU use float32 and check int8 against a reference before trusting it.",
          "why": "MIT-licensed Whisper inference library for CPU and GPU.",
          "url": "https://theagenticweekly.com/tools/faster-whisper",
          "lastVerified": "2026-10-25",
          "paidPlacement": false
        }
      ]
    }
  ],
  "models": {
    "url": "https://theagenticweekly.com/models",
    "asOf": "2026-10-26",
    "count": 88,
    "newest": {
      "name": "GPT-6.1 Terra",
      "vendor": "OpenAI",
      "releaseDate": "2026-10-26",
      "url": "https://theagenticweekly.com/models/gpt-6-1-terra",
      "sentence": "GPT-6.1 Terra (OpenAI), released Oct 26, 2026",
      "all": [
        {
          "name": "GPT-6.1 Terra",
          "vendor": "OpenAI",
          "url": "https://theagenticweekly.com/models/gpt-6-1-terra"
        }
      ]
    },
    "answers": [
      {
        "id": "newest-model",
        "question": "What is the newest AI model release in this dataset?",
        "answer": "GPT-6.1 Terra (OpenAI), released Oct 26, 2026. Derived from the release dates in our data; check /models.json for anything newer than the as-of date.",
        "criterion": "Latest release date among models we verified against vendor sources; models sharing the date are all listed.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-openai",
        "question": "What is the latest OpenAI language model?",
        "answer": "GPT-6.1 Terra, released Oct 26, 2026.",
        "criterion": "Newest release date among OpenAI language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-moonshot-ai",
        "question": "What is the latest Moonshot AI language model?",
        "answer": "Kimi K3.1 Pro, released Oct 23, 2026.",
        "criterion": "Newest release date among Moonshot AI language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-nvidia",
        "question": "What is the latest NVIDIA language model?",
        "answer": "Nemotron 3.5 Bolt E4B (4GB), released Oct 23, 2026.",
        "criterion": "Newest release date among NVIDIA language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-inception",
        "question": "What is the latest Inception language model?",
        "answer": "Mercury 3, released Oct 19, 2026.",
        "criterion": "Newest release date among Inception language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-minimax",
        "question": "What is the latest MiniMax language model?",
        "answer": "MiniMax M3.1 Flash, released Oct 19, 2026.",
        "criterion": "Newest release date among MiniMax language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-deepseek",
        "question": "What is the latest DeepSeek language model?",
        "answer": "DeepSeek-V4.1-Flash-1017, released Oct 17, 2026.",
        "criterion": "Newest release date among DeepSeek language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-meta",
        "question": "What is the latest Meta language model?",
        "answer": "Muse Spark Open, released Oct 15, 2026.",
        "criterion": "Newest release date among Meta language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-google",
        "question": "What is the latest Google language model?",
        "answer": "Gemini 4 Argon, released Oct 13, 2026.",
        "criterion": "Newest release date among Google language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-anthropic",
        "question": "What is the latest Anthropic language model?",
        "answer": "Claude Haiku 5.5, released Oct 7, 2026.",
        "criterion": "Newest release date among Anthropic language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-mistral-ai",
        "question": "What is the latest Mistral AI language model?",
        "answer": "Mistral Large 4, released Oct 6, 2026 (public preview).",
        "criterion": "Newest release date among Mistral AI language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-xai",
        "question": "What is the latest xAI language model?",
        "answer": "Grok 4.7, released Sep 21, 2026.",
        "criterion": "Newest release date among xAI language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-cohere",
        "question": "What is the latest Cohere language model?",
        "answer": "North Small Translate, released Sep 9, 2026.",
        "criterion": "Newest release date among Cohere language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-z-ai",
        "question": "What is the latest Z.ai language model?",
        "answer": "GLM-5.3-Flash, released Aug 26, 2026.",
        "criterion": "Newest release date among Z.ai language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-alibaba",
        "question": "What is the latest Alibaba language model?",
        "answer": "Qwen3.8-27B, released Aug 14, 2026.",
        "criterion": "Newest release date among Alibaba language models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-image",
        "question": "What is the newest image AI model in this dataset?",
        "answer": "Nano Banana 2.1 (Google), released Oct 6, 2026.",
        "criterion": "Newest release date among image models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-voice",
        "question": "What is the newest voice AI model in this dataset?",
        "answer": "Voxtral 3 (Mistral AI), released Oct 20, 2026.",
        "criterion": "Newest release date among voice models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "latest-video",
        "question": "What is the newest video AI model in this dataset?",
        "answer": "Gemini Omni 1.1 Flash (Google), released Aug 27, 2026.",
        "criterion": "Newest release date among video models we verified.",
        "asOf": "2026-10-26"
      },
      {
        "id": "best-coding",
        "question": "What is the best AI model for coding right now?",
        "answer": "Claude Opus 5.5; next: GPT-6 Astra, Claude Sonnet 5.5.",
        "criterion": "Highest-ranked model on the LMArena WebDev leaderboard (snapshot 2026-10-22) that is also in our model list.",
        "asOf": "2026-10-22"
      },
      {
        "id": "best-chat",
        "question": "Which AI model is ranked first for general chat preference right now?",
        "answer": "Gemini 4 Argon; next: Claude Opus 5.5.",
        "criterion": "Rank 1 on the LMArena Text Arena (snapshot 2026-10-08).",
        "asOf": "2026-10-08"
      },
      {
        "id": "best-open-weights",
        "question": "What is the best open-weights AI model right now?",
        "answer": "DeepSeek-V4.1-Flash-1017; next: Kimi K3, GLM-5.3.",
        "criterion": "Highest-ranked open-weights model in our list on the LMArena WebDev leaderboard (snapshot 2026-10-22).",
        "asOf": "2026-10-22"
      },
      {
        "id": "best-local",
        "question": "What is the best open-weights model small enough to run on one machine?",
        "answer": "Qwen3.8-27B; next: Gemma 4.",
        "criterion": "Highest-ranked open-weights model of 31B parameters or fewer in our list on the LMArena WebDev leaderboard (snapshot 2026-10-22).",
        "asOf": "2026-10-22"
      },
      {
        "id": "best-image",
        "question": "What is the best AI image generation model right now?",
        "answer": "GPT-Image-2.5 Sunburst; next: Nano Banana 2.1.",
        "criterion": "Rank 1 on the LMArena Text-to-Image leaderboard (snapshot 2026-10-07).",
        "asOf": "2026-10-07"
      },
      {
        "id": "best-agents",
        "question": "What is the best AI model for agents right now?",
        "answer": "No single answer. We found no neutral public agent leaderboard we could verify this week. Candidates: Claude Opus 5.5, GPT-6.1 Sol, Kimi K3.",
        "criterion": "We do not name one. We found no neutral public agent leaderboard we could verify this week.",
        "asOf": "2026-10-26"
      },
      {
        "id": "best-voice",
        "question": "What is the best AI voice model right now?",
        "answer": "No single answer. We found no neutral public voice leaderboard we could verify this week. Candidates: GPT-Live 1, Gemini 3.8 Live.",
        "criterion": "We do not name one. We found no neutral public voice leaderboard we could verify this week.",
        "asOf": "2026-10-26"
      },
      {
        "id": "best-video",
        "question": "What is the best AI video generation model right now?",
        "answer": "No single answer. We verified only one video model against vendor sources. Candidates: Gemini Omni 1.1 Flash.",
        "criterion": "We do not name one. We verified only one video model against vendor sources.",
        "asOf": "2026-10-26"
      },
      {
        "id": "cheapest-llm",
        "question": "What is the cheapest AI language model API in this dataset?",
        "answer": "Ministral 3 14B at $0.2 in / $0.2 out per 1M tokens. DeepSeek-V4.1-Flash is priced in CNY and is not compared here.",
        "criterion": "Lowest sum of USD list price per 1M input plus 1M output tokens among language models with a USD price on the vendor's page. Cached rates, tiers and free tiers are ignored.",
        "asOf": "2026-10-26"
      },
      {
        "id": "longest-context",
        "question": "Which AI models have a context window of 1M tokens or more?",
        "answer": "GPT-6.1 Terra, Kimi K3.1 Pro, Kimi K3.1 Pro Highspeed, Mercury 3, MiniMax M3.1 Flash, DeepSeek-V4.1-Flash-1017, Muse Spark Open, Gemini 4 Argon, Muse Wonder, Claude Haiku 5.5, Mistral Large 4, GPT-6.1 Sol, Claude Sonnet 5.5, Claude Opus 5.5, GPT-6 Luna, Claude Fable 5.1, DeepSeek-V4.1-Flash, GPT-6 Astra, Gemini 3.8 Flash, Claude Mythos 5.1, GLM-5.3, Claude Opus 5, Gemini 3.5 Flash-Lite, Gemini 3.6 Flash, Kimi K3, GPT-5.6 Luna, GPT-5.6 Sol, GPT-5.6 Terra, Claude Sonnet 5, GLM-5.2, Claude Fable 5, Claude Mythos 5, Claude Opus 4.8, Gemini 3.1 Flash-Lite, GPT-5.5, GPT-5.5 Pro, Grok 4.20, GPT-5.4. The largest stated window is 1,050,000 tokens.",
        "criterion": "Context window stated by the vendor, in tokens (Gemini and GPT-6 list slightly above 1M).",
        "asOf": "2026-10-26"
      },
      {
        "id": "open-weights-list",
        "question": "Which models in this dataset have downloadable open weights?",
        "answer": "Nemotron 3.5 Bolt E4B (4GB) (OpenMDW-1.1); MiniMax M3.1 Flash (MiniMax Community License); DeepSeek-V4.1-Flash-1017 (MIT); Muse Spark Open (Muse Model License (limited commercial terms)); DeepSeek-V4.1-Flash (MIT); North Small Translate (CC BY-NC 4.0); GLM-5.3 (GLM-5.3 License (MIT-style plus a MaaS condition)); Qwen3.8-27B (Apache-2.0); Qwen3.8-2.4T-A95B (Qwen3.8-Max License (custom)); Kimi K3 (Kimi K3 License (custom)); Cohere Transcribe Arabic (Apache 2.0); North Mini Code (Apache 2.0); Command A+ (Apache 2.0); Mistral Medium 3.5 (Modified MIT); Qwen3.6-27B (Apache-2.0); Gemma 4 (Apache 2.0); Mistral Small 4 (Apache 2.0); Ministral 3 14B (Apache 2.0).",
        "criterion": "Weights published for download; the licence is shown because terms differ and some limit commercial use.",
        "asOf": "2026-10-26"
      }
    ],
    "endpoints": {
      "json": "https://theagenticweekly.com/models.json",
      "csv": "https://theagenticweekly.com/models.csv",
      "answers": "https://theagenticweekly.com/answers.json",
      "openapi": "https://theagenticweekly.com/openapi.json",
      "mcp": "https://theagenticweekly.com/mcp",
      "docs": "https://theagenticweekly.com/developers",
      "markdown": "https://theagenticweekly.com/models.md"
    }
  },
  "news": [
    {
      "headline": "OpenAI GPT-6.1 Terra: a $1/$5 computer-use model, and what the launch post leaves out",
      "summary": "GPT-6.1 Terra (gpt-6.1-terra) is OpenAI's new fast model for computer use and visual reasoning: $1 input and $5 output per 1M tokens, 1.05M context, live in ChatGPT Work, Codex and the API on Oct 26. Its headline claims rest on charts we could not read as text, and we have not run it.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T19:05:57Z",
      "sourcePublishedUtc": null,
      "publishedUtc": "2026-10-26T19:26:22Z",
      "url": "https://theagenticweekly.com/news/openai-gpt-6-1-terra-computer-use",
      "markdown": "https://theagenticweekly.com/news/openai-gpt-6-1-terra-computer-use.md"
    },
    {
      "headline": "Superset is now Paradev: parallel coding-agent app ships desktop v2.0.0 and an $11.5M seed",
      "summary": "Superset, a desktop workspace for running Claude Code, Codex and other CLI coding agents in parallel, was renamed Paradev on Oct 26, 2026 with desktop release v2.0.0; the company says it raised an $11.5M seed led by Union Square Ventures, and that accounts, settings and the superset CLI command carry over unchanged.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T17:05:49Z",
      "sourcePublishedUtc": "2026-10-26T16:13:50Z",
      "publishedUtc": "2026-10-26T17:08:05Z",
      "url": "https://theagenticweekly.com/news/superset-renamed-paradev-desktop-2-0-seed",
      "markdown": "https://theagenticweekly.com/news/superset-renamed-paradev-desktop-2-0-seed.md"
    },
    {
      "headline": "Anthropic files S-1 for an IPO on Nasdaq under \"ANT\", reporting $16.3 billion revenue in six months",
      "summary": "Anthropic, PBC filed a Form S-1 with the SEC on October 26, 2026 for an initial public offering of Class A common stock, applying to list on the Nasdaq Global Select Market under the symbol ANT; the filing reports revenue of $16.3 billion for the six months ended June 30, 2026, and leaves the price range and share count blank.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T15:15:49Z",
      "sourcePublishedUtc": "2026-10-26T13:04:50Z",
      "publishedUtc": "2026-10-26T16:07:05Z",
      "url": "https://theagenticweekly.com/news/anthropic-s-1-ipo-filing-nasdaq-ant",
      "markdown": "https://theagenticweekly.com/news/anthropic-s-1-ipo-filing-nasdaq-ant.md"
    },
    {
      "headline": "ARTEX: an open-source multi-agent LLM system for autonomous penetration testing in isolated labs",
      "summary": "ARTEX is an AGPL-3.0 open-source system in which a planner agent and worker agents, driven by Anthropic or OpenAI models, carry out penetration tests in an isolated lab, sharing an asset graph and an exploration graph, with human-in-the-loop approval and full traffic recording; it ships as a single Go binary or a Docker Compose stack.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T15:35:23Z",
      "sourcePublishedUtc": "2026-10-08T20:35:22Z",
      "publishedUtc": "2026-10-26T15:37:10Z",
      "url": "https://theagenticweekly.com/news/artex-multi-agent-ai-penetration-testing",
      "markdown": "https://theagenticweekly.com/news/artex-multi-agent-ai-penetration-testing.md"
    },
    {
      "headline": "PaperPilot: an open-source Rust PDF toolkit that runs as an MCP server, CLI and in-browser WASM",
      "summary": "PaperPilot is an Apache 2.0, pure-Rust PDF toolkit whose single engine runs as an MCP server, a CLI, a local REST API, a desktop app and in the browser via WASM, so AI agents can merge, split, OCR and compress PDFs without uploading files; its latest GitHub release, v0.6.0, is marked as a pre-release.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T12:06:04Z",
      "sourcePublishedUtc": "2026-10-26T03:29:05Z",
      "publishedUtc": "2026-10-26T15:09:12Z",
      "url": "https://theagenticweekly.com/news/paperpilot-rust-pdf-engine-mcp-wasm",
      "markdown": "https://theagenticweekly.com/news/paperpilot-rust-pdf-engine-mcp-wasm.md"
    },
    {
      "headline": "Octopus SI OS: an open-source, self-evolving agentic OS with a Rust kernel, released as a research preview",
      "summary": "Octopus SI OS is a new open-source (MIT) agentic operating system for macOS 14+ with a roughly 45,000-line Rust kernel, signed in through ChatGPT with Codex CLI as its first interface; its own README calls it a research preview and says that for ordinary coding tasks it adds nothing over Codex CLI.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T12:27:53Z",
      "sourcePublishedUtc": "2026-10-09T08:28:38Z",
      "publishedUtc": "2026-10-26T14:36:53Z",
      "url": "https://theagenticweekly.com/news/octopus-si-os-self-evolving-agentic-os-research-preview",
      "markdown": "https://theagenticweekly.com/news/octopus-si-os-self-evolving-agentic-os-research-preview.md"
    },
    {
      "headline": "SolidCraft: open-source parametric CAD in pure Rust, with an MCP server so AI agents can model parts",
      "summary": "SolidCraft is an open-source parametric 3D CAD application written in Rust that runs on the desktop and in the browser, and its solidcraft-cli mcp command is a Model Context Protocol server that lets AI agents such as Claude Code build models; its README calls it early but usable for simple parts.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T12:27:53Z",
      "sourcePublishedUtc": "2026-10-07T18:57:48Z",
      "publishedUtc": "2026-10-26T14:34:32Z",
      "url": "https://theagenticweekly.com/news/solidcraft-open-source-rust-cad-mcp-server",
      "markdown": "https://theagenticweekly.com/news/solidcraft-open-source-rust-cad-mcp-server.md"
    },
    {
      "headline": "MCP reference servers v2.1.0 fixes eight vulnerabilities in filesystem, everything and fetch",
      "summary": "If you run the reference filesystem, everything or fetch MCP servers, update: v2.1.0 fixes eight vulnerabilities, and package managers will not offer the upgrade automatically to date-versioned installs.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T03:48:06Z",
      "sourcePublishedUtc": "2026-10-25T00:03:20Z",
      "publishedUtc": "2026-10-26T03:51:53Z",
      "url": "https://theagenticweekly.com/news/mcp-servers-v2-1-0-security-fixes",
      "markdown": "https://theagenticweekly.com/news/mcp-servers-v2-1-0-security-fixes.md"
    },
    {
      "headline": "Microsoft open-sources Agensh, a multi-agent harness its authors scaled to 1,024 agents",
      "summary": "Microsoft has open-sourced Agensh, a multi-agent harness with no central orchestrator that its authors report running with up to 1,024 agents; the benchmark numbers are the authors' own and we have not reproduced them.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T03:47:58Z",
      "sourcePublishedUtc": "2026-10-23T08:03:16Z",
      "publishedUtc": "2026-10-26T03:51:53Z",
      "url": "https://theagenticweekly.com/news/microsoft-agensh-multi-agent-harness-1024-agents",
      "markdown": "https://theagenticweekly.com/news/microsoft-agensh-multi-agent-harness-1024-agents.md"
    },
    {
      "headline": "Ollama v0.40.11 adds speech generation on macOS and the d3 decision models",
      "summary": "Ollama v0.40.11 can generate speech on macOS, through ollama run or an OpenAI-compatible audio endpoint, and adds the d3 family of decision models in 2B, 4B, 9B and 27B sizes.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T03:48:01Z",
      "sourcePublishedUtc": "2026-10-24T00:30:13Z",
      "publishedUtc": "2026-10-26T03:51:53Z",
      "url": "https://theagenticweekly.com/news/ollama-v0-40-11-speech-d3-models",
      "markdown": "https://theagenticweekly.com/news/ollama-v0-40-11-speech-d3-models.md"
    },
    {
      "headline": "Open WebUI v0.12.4 adds on-demand skill loading and says it contains unlisted security fixes",
      "summary": "Open WebUI v0.12.4 adds optional on-demand loading of skills and shows when chat context is compacted; its release notes say the release contains security fixes that are not itemised and recommend updating.",
      "evidence": "Reported",
      "firstSeenUtc": "2026-10-26T03:48:40Z",
      "sourcePublishedUtc": "2026-10-25T08:07:13Z",
      "publishedUtc": "2026-10-26T03:51:53Z",
      "url": "https://theagenticweekly.com/news/open-webui-v0-12-4-skills-compaction-security",
      "markdown": "https://theagenticweekly.com/news/open-webui-v0-12-4-skills-compaction-security.md"
    }
  ],
  "newsUpdated": "2026-10-26T19:26:22Z",
  "latest": [
    {
      "name": "Goodcall",
      "version": null,
      "releaseDate": "2026-10-25",
      "status": "Reported",
      "evidence": "Reported (not run by us)",
      "verdict": "A sensible first AI receptionist for a one-person shop; the per-customer pricing is simple, but test call quality yourself.",
      "url": "https://theagenticweekly.com/tools/goodcall",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "Jobber Receptionist",
      "version": null,
      "releaseDate": "2026-10-25",
      "status": "Reported",
      "evidence": "Reported (not run by us)",
      "verdict": "Best if you already use or plan to use Jobber for scheduling and invoicing; the receptionist works with your Jobber data.",
      "url": "https://theagenticweekly.com/tools/jobber",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "LangGraph",
      "version": "1.2.17",
      "releaseDate": "2026-10-24",
      "status": "Tested",
      "evidence": "Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))",
      "verdict": "A dependable foundation for stateful agents; this release is a routine fix, so only update if the RemoteGraph or recursion fixes affect you.",
      "url": "https://theagenticweekly.com/tools/langgraph",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "Claude Code",
      "version": "v2.1.310",
      "releaseDate": "2026-10-23",
      "status": "Tested",
      "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "verdict": "Update now if you use the sandbox or run Claude Code on a cloud provider; skip if you wanted flashy new features, this is a hardening release.",
      "url": "https://theagenticweekly.com/tools/claude-code",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "Codex CLI",
      "version": "0.164.0",
      "releaseDate": "2026-10-23",
      "status": "Tested",
      "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "verdict": "A quality-of-life release: worth updating if you re-type the same prompts or switch models a lot, not a reason to switch tools.",
      "url": "https://theagenticweekly.com/tools/codex-cli",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "CrewAI",
      "version": "1.15.30",
      "releaseDate": "2026-10-23",
      "status": "Tested",
      "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "verdict": "Reasonable if you like the crew-of-agents mental model; the memory and tool-loop fixes in this release are worth taking.",
      "url": "https://theagenticweekly.com/tools/crewai",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "Gemini Notebook",
      "version": null,
      "releaseDate": "2026-10-23",
      "status": "Reported",
      "evidence": "Reported (not run by us)",
      "verdict": "A good fit for turning a pile of documents into drafts and decks you can check against sources; availability of new features is rolling out.",
      "url": "https://theagenticweekly.com/tools/gemini-notebook",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "goose",
      "version": "v1.56.0",
      "releaseDate": "2026-10-23",
      "status": "Tested",
      "evidence": "Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)",
      "verdict": "Pick goose if you want an open-source agent with real subagent controls; v1.56.0 is a solid, subagent-heavy update.",
      "url": "https://theagenticweekly.com/tools/goose",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "Luma",
      "version": null,
      "releaseDate": "2026-10-23",
      "status": "Reported",
      "evidence": "Reported (not run by us)",
      "verdict": "A good pick for creators who want several video models in one workspace; Ray 3.2 launched on June 9, 2026, so check which models are live on your plan.",
      "url": "https://theagenticweekly.com/tools/luma",
      "lastVerified": "2026-10-25"
    },
    {
      "name": "Replit",
      "version": null,
      "releaseDate": "2026-10-23",
      "status": "Reported",
      "evidence": "Reported (not run by us)",
      "verdict": "Strong pick if you want build, hosting and monitoring in one place; read the credit and overage rules first.",
      "url": "https://theagenticweekly.com/tools/replit",
      "lastVerified": "2026-10-25"
    }
  ],
  "comparisons": [
    {
      "title": "ChatGPT vs ComfyUI: which should you use?",
      "url": "https://theagenticweekly.com/compare/chatgpt-vs-comfyui",
      "markdown": "https://theagenticweekly.com/compare/chatgpt-vs-comfyui.md"
    },
    {
      "title": "Codex CLI vs Gemini CLI: which should you use?",
      "url": "https://theagenticweekly.com/compare/codex-cli-vs-gemini-cli",
      "markdown": "https://theagenticweekly.com/compare/codex-cli-vs-gemini-cli.md"
    },
    {
      "title": "ComfyUI vs Midjourney: which should you use?",
      "url": "https://theagenticweekly.com/compare/comfyui-vs-midjourney",
      "markdown": "https://theagenticweekly.com/compare/comfyui-vs-midjourney.md"
    },
    {
      "title": "Goodcall vs Jobber Receptionist: which should you use?",
      "url": "https://theagenticweekly.com/compare/goodcall-vs-jobber",
      "markdown": "https://theagenticweekly.com/compare/goodcall-vs-jobber.md"
    },
    {
      "title": "Activepieces vs Pipedream: which should you use?",
      "url": "https://theagenticweekly.com/compare/activepieces-vs-pipedream",
      "markdown": "https://theagenticweekly.com/compare/activepieces-vs-pipedream.md"
    },
    {
      "title": "Augment Code vs Devin: which should you use?",
      "url": "https://theagenticweekly.com/compare/augment-code-vs-devin",
      "markdown": "https://theagenticweekly.com/compare/augment-code-vs-devin.md"
    },
    {
      "title": "AutoGen vs Agno: which should you use?",
      "url": "https://theagenticweekly.com/compare/autogen-vs-agno",
      "markdown": "https://theagenticweekly.com/compare/autogen-vs-agno.md"
    },
    {
      "title": "AutoGen vs Semantic Kernel: which should you use?",
      "url": "https://theagenticweekly.com/compare/autogen-vs-semantic-kernel",
      "markdown": "https://theagenticweekly.com/compare/autogen-vs-semantic-kernel.md"
    },
    {
      "title": "Beautiful.ai vs Canva AI: which should you use?",
      "url": "https://theagenticweekly.com/compare/beautiful-ai-vs-canva-ai",
      "markdown": "https://theagenticweekly.com/compare/beautiful-ai-vs-canva-ai.md"
    },
    {
      "title": "Bolt vs Firebase Studio: which should you use?",
      "url": "https://theagenticweekly.com/compare/bolt-new-vs-firebase-studio",
      "markdown": "https://theagenticweekly.com/compare/bolt-new-vs-firebase-studio.md"
    },
    {
      "title": "Claude Code vs Codex CLI: which should you use?",
      "url": "https://theagenticweekly.com/compare/claude-code-vs-codex-cli",
      "markdown": "https://theagenticweekly.com/compare/claude-code-vs-codex-cli.md"
    },
    {
      "title": "Claude Code vs Cursor: which should you use?",
      "url": "https://theagenticweekly.com/compare/claude-code-vs-cursor",
      "markdown": "https://theagenticweekly.com/compare/claude-code-vs-cursor.md"
    },
    {
      "title": "Claude Code vs Gemini CLI: which should you use?",
      "url": "https://theagenticweekly.com/compare/claude-code-vs-gemini-cli",
      "markdown": "https://theagenticweekly.com/compare/claude-code-vs-gemini-cli.md"
    },
    {
      "title": "ComfyUI vs FLUX (Black Forest Labs): which should you use?",
      "url": "https://theagenticweekly.com/compare/comfyui-vs-black-forest-labs",
      "markdown": "https://theagenticweekly.com/compare/comfyui-vs-black-forest-labs.md"
    },
    {
      "title": "Composio vs Browser Use: which should you use?",
      "url": "https://theagenticweekly.com/compare/composio-vs-browser-use",
      "markdown": "https://theagenticweekly.com/compare/composio-vs-browser-use.md"
    },
    {
      "title": "Copy.ai vs Writesonic: which should you use?",
      "url": "https://theagenticweekly.com/compare/copy-ai-vs-writesonic",
      "markdown": "https://theagenticweekly.com/compare/copy-ai-vs-writesonic.md"
    },
    {
      "title": "CrewAI vs AutoGen: which should you use?",
      "url": "https://theagenticweekly.com/compare/crewai-vs-autogen",
      "markdown": "https://theagenticweekly.com/compare/crewai-vs-autogen.md"
    },
    {
      "title": "Cursor vs GitHub Copilot: which should you use?",
      "url": "https://theagenticweekly.com/compare/cursor-vs-github-copilot",
      "markdown": "https://theagenticweekly.com/compare/cursor-vs-github-copilot.md"
    },
    {
      "title": "Cursor vs Windsurf (now Devin Desktop): which should you use?",
      "url": "https://theagenticweekly.com/compare/cursor-vs-windsurf",
      "markdown": "https://theagenticweekly.com/compare/cursor-vs-windsurf.md"
    },
    {
      "title": "Firecrawl vs Context7: which should you use?",
      "url": "https://theagenticweekly.com/compare/firecrawl-vs-context7",
      "markdown": "https://theagenticweekly.com/compare/firecrawl-vs-context7.md"
    },
    {
      "title": "Flowise vs Langflow: which should you use?",
      "url": "https://theagenticweekly.com/compare/flowise-vs-langflow",
      "markdown": "https://theagenticweekly.com/compare/flowise-vs-langflow.md"
    },
    {
      "title": "GitHub Copilot vs Qodo: which should you use?",
      "url": "https://theagenticweekly.com/compare/github-copilot-vs-qodo",
      "markdown": "https://theagenticweekly.com/compare/github-copilot-vs-qodo.md"
    },
    {
      "title": "goose vs opencode: which should you use?",
      "url": "https://theagenticweekly.com/compare/goose-vs-opencode",
      "markdown": "https://theagenticweekly.com/compare/goose-vs-opencode.md"
    },
    {
      "title": "Grammarly vs Jasper: which should you use?",
      "url": "https://theagenticweekly.com/compare/grammarly-vs-jasper",
      "markdown": "https://theagenticweekly.com/compare/grammarly-vs-jasper.md"
    },
    {
      "title": "Gumloop vs Lindy: which should you use?",
      "url": "https://theagenticweekly.com/compare/gumloop-vs-lindy",
      "markdown": "https://theagenticweekly.com/compare/gumloop-vs-lindy.md"
    },
    {
      "title": "Ideogram vs Leonardo.Ai: which should you use?",
      "url": "https://theagenticweekly.com/compare/ideogram-vs-leonardo-ai",
      "markdown": "https://theagenticweekly.com/compare/ideogram-vs-leonardo-ai.md"
    },
    {
      "title": "Ideogram vs Recraft: which should you use?",
      "url": "https://theagenticweekly.com/compare/ideogram-vs-recraft",
      "markdown": "https://theagenticweekly.com/compare/ideogram-vs-recraft.md"
    },
    {
      "title": "Jan vs GPT4All: which should you use?",
      "url": "https://theagenticweekly.com/compare/jan-vs-gpt4all",
      "markdown": "https://theagenticweekly.com/compare/jan-vs-gpt4all.md"
    },
    {
      "title": "Kiro vs Amazon Q Developer: which should you use?",
      "url": "https://theagenticweekly.com/compare/kiro-vs-amazon-q-developer",
      "markdown": "https://theagenticweekly.com/compare/kiro-vs-amazon-q-developer.md"
    },
    {
      "title": "Kling AI vs Luma: which should you use?",
      "url": "https://theagenticweekly.com/compare/kling-vs-luma",
      "markdown": "https://theagenticweekly.com/compare/kling-vs-luma.md"
    },
    {
      "title": "LangChain vs LlamaIndex: which should you use?",
      "url": "https://theagenticweekly.com/compare/langchain-vs-llamaindex",
      "markdown": "https://theagenticweekly.com/compare/langchain-vs-llamaindex.md"
    },
    {
      "title": "LangGraph vs CrewAI: which should you use?",
      "url": "https://theagenticweekly.com/compare/langgraph-vs-crewai",
      "markdown": "https://theagenticweekly.com/compare/langgraph-vs-crewai.md"
    },
    {
      "title": "Letta vs Mem0: which should you use?",
      "url": "https://theagenticweekly.com/compare/letta-vs-mem0",
      "markdown": "https://theagenticweekly.com/compare/letta-vs-mem0.md"
    },
    {
      "title": "llama.cpp vs GPT4All: which should you use?",
      "url": "https://theagenticweekly.com/compare/llama-cpp-vs-gpt4all",
      "markdown": "https://theagenticweekly.com/compare/llama-cpp-vs-gpt4all.md"
    },
    {
      "title": "LlamaIndex vs Haystack: which should you use?",
      "url": "https://theagenticweekly.com/compare/llamaindex-vs-haystack",
      "markdown": "https://theagenticweekly.com/compare/llamaindex-vs-haystack.md"
    },
    {
      "title": "Lovable vs Replit: which should you use?",
      "url": "https://theagenticweekly.com/compare/lovable-vs-replit",
      "markdown": "https://theagenticweekly.com/compare/lovable-vs-replit.md"
    },
    {
      "title": "MCP reference servers vs GitHub MCP Server: which should you use?",
      "url": "https://theagenticweekly.com/compare/mcp-servers-vs-github-mcp-server",
      "markdown": "https://theagenticweekly.com/compare/mcp-servers-vs-github-mcp-server.md"
    },
    {
      "title": "Mem0 vs LangChain: which should you use?",
      "url": "https://theagenticweekly.com/compare/mem0-vs-langchain",
      "markdown": "https://theagenticweekly.com/compare/mem0-vs-langchain.md"
    },
    {
      "title": "Microsoft Copilot vs Notion AI: which should you use?",
      "url": "https://theagenticweekly.com/compare/microsoft-copilot-vs-notion-ai",
      "markdown": "https://theagenticweekly.com/compare/microsoft-copilot-vs-notion-ai.md"
    },
    {
      "title": "Ollama vs llama.cpp: which should you use?",
      "url": "https://theagenticweekly.com/compare/ollama-vs-llama-cpp",
      "markdown": "https://theagenticweekly.com/compare/ollama-vs-llama-cpp.md"
    },
    {
      "title": "Ollama vs Open WebUI: which should you use?",
      "url": "https://theagenticweekly.com/compare/ollama-vs-open-webui",
      "markdown": "https://theagenticweekly.com/compare/ollama-vs-open-webui.md"
    },
    {
      "title": "OpenHands vs Devin: which should you use?",
      "url": "https://theagenticweekly.com/compare/openhands-vs-devin",
      "markdown": "https://theagenticweekly.com/compare/openhands-vs-devin.md"
    },
    {
      "title": "OpusClip vs Descript: which should you use?",
      "url": "https://theagenticweekly.com/compare/opus-clip-vs-descript",
      "markdown": "https://theagenticweekly.com/compare/opus-clip-vs-descript.md"
    },
    {
      "title": "Perplexity vs Elicit: which should you use?",
      "url": "https://theagenticweekly.com/compare/perplexity-vs-elicit",
      "markdown": "https://theagenticweekly.com/compare/perplexity-vs-elicit.md"
    },
    {
      "title": "Perplexity vs You.com: which should you use?",
      "url": "https://theagenticweekly.com/compare/perplexity-vs-you-com",
      "markdown": "https://theagenticweekly.com/compare/perplexity-vs-you-com.md"
    },
    {
      "title": "Playwright MCP vs Chrome DevTools MCP: which should you use?",
      "url": "https://theagenticweekly.com/compare/playwright-mcp-vs-chrome-devtools-mcp",
      "markdown": "https://theagenticweekly.com/compare/playwright-mcp-vs-chrome-devtools-mcp.md"
    },
    {
      "title": "Pydantic AI vs Mastra: which should you use?",
      "url": "https://theagenticweekly.com/compare/pydantic-ai-vs-mastra",
      "markdown": "https://theagenticweekly.com/compare/pydantic-ai-vs-mastra.md"
    },
    {
      "title": "Qodo vs Amazon Q Developer: which should you use?",
      "url": "https://theagenticweekly.com/compare/qodo-vs-amazon-q-developer",
      "markdown": "https://theagenticweekly.com/compare/qodo-vs-amazon-q-developer.md"
    },
    {
      "title": "Semantic Kernel vs Google ADK: which should you use?",
      "url": "https://theagenticweekly.com/compare/semantic-kernel-vs-google-adk",
      "markdown": "https://theagenticweekly.com/compare/semantic-kernel-vs-google-adk.md"
    },
    {
      "title": "smolagents vs Pydantic AI: which should you use?",
      "url": "https://theagenticweekly.com/compare/smolagents-vs-pydantic-ai",
      "markdown": "https://theagenticweekly.com/compare/smolagents-vs-pydantic-ai.md"
    },
    {
      "title": "Speechify vs Resemble AI: which should you use?",
      "url": "https://theagenticweekly.com/compare/speechify-vs-resemble-ai",
      "markdown": "https://theagenticweekly.com/compare/speechify-vs-resemble-ai.md"
    },
    {
      "title": "Supabase MCP vs Notion MCP Server: which should you use?",
      "url": "https://theagenticweekly.com/compare/supabase-mcp-vs-notion-mcp",
      "markdown": "https://theagenticweekly.com/compare/supabase-mcp-vs-notion-mcp.md"
    },
    {
      "title": "Together AI vs Replicate: which should you use?",
      "url": "https://theagenticweekly.com/compare/together-ai-vs-replicate",
      "markdown": "https://theagenticweekly.com/compare/together-ai-vs-replicate.md"
    },
    {
      "title": "Vapi vs Retell AI: which should you use?",
      "url": "https://theagenticweekly.com/compare/vapi-vs-retell",
      "markdown": "https://theagenticweekly.com/compare/vapi-vs-retell.md"
    },
    {
      "title": "Vercel AI SDK vs OpenAI Agents SDK: which should you use?",
      "url": "https://theagenticweekly.com/compare/vercel-ai-sdk-vs-openai-agents-sdk",
      "markdown": "https://theagenticweekly.com/compare/vercel-ai-sdk-vs-openai-agents-sdk.md"
    },
    {
      "title": "Voiceflow vs Botpress: which should you use?",
      "url": "https://theagenticweekly.com/compare/voiceflow-vs-botpress",
      "markdown": "https://theagenticweekly.com/compare/voiceflow-vs-botpress.md"
    },
    {
      "title": "Zed vs Kilo Code: which should you use?",
      "url": "https://theagenticweekly.com/compare/zed-vs-kilo-code",
      "markdown": "https://theagenticweekly.com/compare/zed-vs-kilo-code.md"
    },
    {
      "title": "GPT-6.1 Terra vs Claude Opus 5.5: price per task, context and when Opus still fits",
      "url": "https://theagenticweekly.com/compare/gpt-6-1-terra-vs-claude-opus-5-5",
      "markdown": "https://theagenticweekly.com/compare/gpt-6-1-terra-vs-claude-opus-5-5.md"
    },
    {
      "title": "GPT-6.1 Terra vs GPT-6.1 Sol: price, specs and which to pick",
      "url": "https://theagenticweekly.com/compare/gpt-6-1-terra-vs-gpt-6-1-sol",
      "markdown": "https://theagenticweekly.com/compare/gpt-6-1-terra-vs-gpt-6-1-sol.md"
    }
  ],
  "alternativesPages": [
    {
      "title": "Alternatives to Base44",
      "url": "https://theagenticweekly.com/alternatives/base44",
      "markdown": "https://theagenticweekly.com/alternatives/base44.md"
    },
    {
      "title": "Alternatives to Bolt",
      "url": "https://theagenticweekly.com/alternatives/bolt-new",
      "markdown": "https://theagenticweekly.com/alternatives/bolt-new.md"
    },
    {
      "title": "Alternatives to Canva AI",
      "url": "https://theagenticweekly.com/alternatives/canva-ai",
      "markdown": "https://theagenticweekly.com/alternatives/canva-ai.md"
    },
    {
      "title": "Alternatives to Copy.ai",
      "url": "https://theagenticweekly.com/alternatives/copy-ai",
      "markdown": "https://theagenticweekly.com/alternatives/copy-ai.md"
    },
    {
      "title": "Alternatives to Deepgram",
      "url": "https://theagenticweekly.com/alternatives/deepgram",
      "markdown": "https://theagenticweekly.com/alternatives/deepgram.md"
    },
    {
      "title": "Alternatives to Descript",
      "url": "https://theagenticweekly.com/alternatives/descript",
      "markdown": "https://theagenticweekly.com/alternatives/descript.md"
    },
    {
      "title": "Alternatives to Devin",
      "url": "https://theagenticweekly.com/alternatives/devin",
      "markdown": "https://theagenticweekly.com/alternatives/devin.md"
    },
    {
      "title": "Alternatives to Firecrawl",
      "url": "https://theagenticweekly.com/alternatives/firecrawl",
      "markdown": "https://theagenticweekly.com/alternatives/firecrawl.md"
    },
    {
      "title": "Alternatives to Fireflies.ai",
      "url": "https://theagenticweekly.com/alternatives/fireflies",
      "markdown": "https://theagenticweekly.com/alternatives/fireflies.md"
    },
    {
      "title": "Alternatives to Goodcall",
      "url": "https://theagenticweekly.com/alternatives/goodcall",
      "markdown": "https://theagenticweekly.com/alternatives/goodcall.md"
    },
    {
      "title": "Alternatives to Grammarly",
      "url": "https://theagenticweekly.com/alternatives/grammarly",
      "markdown": "https://theagenticweekly.com/alternatives/grammarly.md"
    },
    {
      "title": "Alternatives to Granola",
      "url": "https://theagenticweekly.com/alternatives/granola",
      "markdown": "https://theagenticweekly.com/alternatives/granola.md"
    },
    {
      "title": "Alternatives to Grok",
      "url": "https://theagenticweekly.com/alternatives/grok",
      "markdown": "https://theagenticweekly.com/alternatives/grok.md"
    },
    {
      "title": "Alternatives to HeyGen",
      "url": "https://theagenticweekly.com/alternatives/heygen",
      "markdown": "https://theagenticweekly.com/alternatives/heygen.md"
    },
    {
      "title": "Alternatives to Hugging Face",
      "url": "https://theagenticweekly.com/alternatives/hugging-face",
      "markdown": "https://theagenticweekly.com/alternatives/hugging-face.md"
    },
    {
      "title": "Alternatives to Ideogram",
      "url": "https://theagenticweekly.com/alternatives/ideogram",
      "markdown": "https://theagenticweekly.com/alternatives/ideogram.md"
    },
    {
      "title": "Alternatives to Jasper",
      "url": "https://theagenticweekly.com/alternatives/jasper",
      "markdown": "https://theagenticweekly.com/alternatives/jasper.md"
    },
    {
      "title": "Alternatives to Jobber Receptionist",
      "url": "https://theagenticweekly.com/alternatives/jobber",
      "markdown": "https://theagenticweekly.com/alternatives/jobber.md"
    },
    {
      "title": "Alternatives to Kiro",
      "url": "https://theagenticweekly.com/alternatives/kiro",
      "markdown": "https://theagenticweekly.com/alternatives/kiro.md"
    },
    {
      "title": "Alternatives to Krea",
      "url": "https://theagenticweekly.com/alternatives/krea",
      "markdown": "https://theagenticweekly.com/alternatives/krea.md"
    },
    {
      "title": "Alternatives to Leonardo.Ai",
      "url": "https://theagenticweekly.com/alternatives/leonardo-ai",
      "markdown": "https://theagenticweekly.com/alternatives/leonardo-ai.md"
    },
    {
      "title": "Alternatives to LM Studio",
      "url": "https://theagenticweekly.com/alternatives/lm-studio",
      "markdown": "https://theagenticweekly.com/alternatives/lm-studio.md"
    },
    {
      "title": "Alternatives to Make",
      "url": "https://theagenticweekly.com/alternatives/make",
      "markdown": "https://theagenticweekly.com/alternatives/make.md"
    },
    {
      "title": "Alternatives to Mistral Le Chat",
      "url": "https://theagenticweekly.com/alternatives/le-chat",
      "markdown": "https://theagenticweekly.com/alternatives/le-chat.md"
    },
    {
      "title": "Alternatives to Murf AI",
      "url": "https://theagenticweekly.com/alternatives/murf-ai",
      "markdown": "https://theagenticweekly.com/alternatives/murf-ai.md"
    },
    {
      "title": "Alternatives to Notion AI",
      "url": "https://theagenticweekly.com/alternatives/notion-ai",
      "markdown": "https://theagenticweekly.com/alternatives/notion-ai.md"
    },
    {
      "title": "Alternatives to Ollama",
      "url": "https://theagenticweekly.com/alternatives/ollama",
      "markdown": "https://theagenticweekly.com/alternatives/ollama.md"
    },
    {
      "title": "Alternatives to Open WebUI",
      "url": "https://theagenticweekly.com/alternatives/open-webui",
      "markdown": "https://theagenticweekly.com/alternatives/open-webui.md"
    },
    {
      "title": "Alternatives to OpenRouter",
      "url": "https://theagenticweekly.com/alternatives/openrouter",
      "markdown": "https://theagenticweekly.com/alternatives/openrouter.md"
    },
    {
      "title": "Alternatives to Otter.ai",
      "url": "https://theagenticweekly.com/alternatives/otter",
      "markdown": "https://theagenticweekly.com/alternatives/otter.md"
    },
    {
      "title": "Alternatives to Perplexity",
      "url": "https://theagenticweekly.com/alternatives/perplexity",
      "markdown": "https://theagenticweekly.com/alternatives/perplexity.md"
    },
    {
      "title": "Alternatives to Pika",
      "url": "https://theagenticweekly.com/alternatives/pika",
      "markdown": "https://theagenticweekly.com/alternatives/pika.md"
    },
    {
      "title": "Alternatives to Pipedream",
      "url": "https://theagenticweekly.com/alternatives/pipedream",
      "markdown": "https://theagenticweekly.com/alternatives/pipedream.md"
    },
    {
      "title": "Alternatives to Synthesia",
      "url": "https://theagenticweekly.com/alternatives/synthesia",
      "markdown": "https://theagenticweekly.com/alternatives/synthesia.md"
    },
    {
      "title": "Alternatives to Vapi",
      "url": "https://theagenticweekly.com/alternatives/vapi",
      "markdown": "https://theagenticweekly.com/alternatives/vapi.md"
    },
    {
      "title": "Alternatives to Warp",
      "url": "https://theagenticweekly.com/alternatives/warp",
      "markdown": "https://theagenticweekly.com/alternatives/warp.md"
    },
    {
      "title": "Alternatives to Writesonic",
      "url": "https://theagenticweekly.com/alternatives/writesonic",
      "markdown": "https://theagenticweekly.com/alternatives/writesonic.md"
    },
    {
      "title": "Alternatives to Zapier",
      "url": "https://theagenticweekly.com/alternatives/zapier",
      "markdown": "https://theagenticweekly.com/alternatives/zapier.md"
    },
    {
      "title": "Alternatives to Zed",
      "url": "https://theagenticweekly.com/alternatives/zed",
      "markdown": "https://theagenticweekly.com/alternatives/zed.md"
    },
    {
      "title": "Alternatives to LangGraph",
      "url": "https://theagenticweekly.com/alternatives/langgraph",
      "markdown": "https://theagenticweekly.com/alternatives/langgraph.md"
    },
    {
      "title": "Alternatives to Activepieces",
      "url": "https://theagenticweekly.com/alternatives/activepieces",
      "markdown": "https://theagenticweekly.com/alternatives/activepieces.md"
    },
    {
      "title": "Alternatives to Claude Code",
      "url": "https://theagenticweekly.com/alternatives/claude-code",
      "markdown": "https://theagenticweekly.com/alternatives/claude-code.md"
    },
    {
      "title": "Alternatives to Codex CLI",
      "url": "https://theagenticweekly.com/alternatives/codex-cli",
      "markdown": "https://theagenticweekly.com/alternatives/codex-cli.md"
    },
    {
      "title": "Alternatives to CrewAI",
      "url": "https://theagenticweekly.com/alternatives/crewai",
      "markdown": "https://theagenticweekly.com/alternatives/crewai.md"
    },
    {
      "title": "Alternatives to Dify",
      "url": "https://theagenticweekly.com/alternatives/dify",
      "markdown": "https://theagenticweekly.com/alternatives/dify.md"
    },
    {
      "title": "Alternatives to Gemini Notebook",
      "url": "https://theagenticweekly.com/alternatives/gemini-notebook",
      "markdown": "https://theagenticweekly.com/alternatives/gemini-notebook.md"
    },
    {
      "title": "Alternatives to goose",
      "url": "https://theagenticweekly.com/alternatives/goose",
      "markdown": "https://theagenticweekly.com/alternatives/goose.md"
    },
    {
      "title": "Alternatives to Luma",
      "url": "https://theagenticweekly.com/alternatives/luma",
      "markdown": "https://theagenticweekly.com/alternatives/luma.md"
    },
    {
      "title": "Alternatives to OpenHands",
      "url": "https://theagenticweekly.com/alternatives/openhands",
      "markdown": "https://theagenticweekly.com/alternatives/openhands.md"
    },
    {
      "title": "Alternatives to Replit",
      "url": "https://theagenticweekly.com/alternatives/replit",
      "markdown": "https://theagenticweekly.com/alternatives/replit.md"
    },
    {
      "title": "Alternatives to Google ADK",
      "url": "https://theagenticweekly.com/alternatives/google-adk",
      "markdown": "https://theagenticweekly.com/alternatives/google-adk.md"
    },
    {
      "title": "Alternatives to LangChain",
      "url": "https://theagenticweekly.com/alternatives/langchain",
      "markdown": "https://theagenticweekly.com/alternatives/langchain.md"
    },
    {
      "title": "Alternatives to opencode",
      "url": "https://theagenticweekly.com/alternatives/opencode",
      "markdown": "https://theagenticweekly.com/alternatives/opencode.md"
    },
    {
      "title": "Alternatives to Claude",
      "url": "https://theagenticweekly.com/alternatives/claude",
      "markdown": "https://theagenticweekly.com/alternatives/claude.md"
    },
    {
      "title": "Alternatives to Haystack",
      "url": "https://theagenticweekly.com/alternatives/haystack",
      "markdown": "https://theagenticweekly.com/alternatives/haystack.md"
    },
    {
      "title": "Alternatives to Mastra",
      "url": "https://theagenticweekly.com/alternatives/mastra",
      "markdown": "https://theagenticweekly.com/alternatives/mastra.md"
    },
    {
      "title": "Alternatives to ChatGPT",
      "url": "https://theagenticweekly.com/alternatives/chatgpt",
      "markdown": "https://theagenticweekly.com/alternatives/chatgpt.md"
    },
    {
      "title": "Alternatives to FastMCP",
      "url": "https://theagenticweekly.com/alternatives/fastmcp",
      "markdown": "https://theagenticweekly.com/alternatives/fastmcp.md"
    },
    {
      "title": "Alternatives to Gemini CLI",
      "url": "https://theagenticweekly.com/alternatives/gemini-cli",
      "markdown": "https://theagenticweekly.com/alternatives/gemini-cli.md"
    },
    {
      "title": "Alternatives to Jan",
      "url": "https://theagenticweekly.com/alternatives/jan",
      "markdown": "https://theagenticweekly.com/alternatives/jan.md"
    },
    {
      "title": "Alternatives to n8n",
      "url": "https://theagenticweekly.com/alternatives/n8n",
      "markdown": "https://theagenticweekly.com/alternatives/n8n.md"
    },
    {
      "title": "Alternatives to ElevenLabs",
      "url": "https://theagenticweekly.com/alternatives/elevenlabs",
      "markdown": "https://theagenticweekly.com/alternatives/elevenlabs.md"
    },
    {
      "title": "Alternatives to v0",
      "url": "https://theagenticweekly.com/alternatives/v0",
      "markdown": "https://theagenticweekly.com/alternatives/v0.md"
    },
    {
      "title": "Alternatives to ComfyUI",
      "url": "https://theagenticweekly.com/alternatives/comfyui",
      "markdown": "https://theagenticweekly.com/alternatives/comfyui.md"
    },
    {
      "title": "Alternatives to Cline",
      "url": "https://theagenticweekly.com/alternatives/cline",
      "markdown": "https://theagenticweekly.com/alternatives/cline.md"
    },
    {
      "title": "Alternatives to Cursor",
      "url": "https://theagenticweekly.com/alternatives/cursor",
      "markdown": "https://theagenticweekly.com/alternatives/cursor.md"
    },
    {
      "title": "Alternatives to Browser Use",
      "url": "https://theagenticweekly.com/alternatives/browser-use",
      "markdown": "https://theagenticweekly.com/alternatives/browser-use.md"
    },
    {
      "title": "Alternatives to GitHub Copilot",
      "url": "https://theagenticweekly.com/alternatives/github-copilot",
      "markdown": "https://theagenticweekly.com/alternatives/github-copilot.md"
    },
    {
      "title": "Alternatives to Kling AI",
      "url": "https://theagenticweekly.com/alternatives/kling",
      "markdown": "https://theagenticweekly.com/alternatives/kling.md"
    },
    {
      "title": "Alternatives to OpenAI Agents SDK",
      "url": "https://theagenticweekly.com/alternatives/openai-agents-sdk",
      "markdown": "https://theagenticweekly.com/alternatives/openai-agents-sdk.md"
    },
    {
      "title": "Alternatives to Runway",
      "url": "https://theagenticweekly.com/alternatives/runway",
      "markdown": "https://theagenticweekly.com/alternatives/runway.md"
    },
    {
      "title": "Alternatives to Lovable",
      "url": "https://theagenticweekly.com/alternatives/lovable",
      "markdown": "https://theagenticweekly.com/alternatives/lovable.md"
    },
    {
      "title": "Alternatives to Midjourney",
      "url": "https://theagenticweekly.com/alternatives/midjourney",
      "markdown": "https://theagenticweekly.com/alternatives/midjourney.md"
    },
    {
      "title": "Alternatives to Semantic Kernel",
      "url": "https://theagenticweekly.com/alternatives/semantic-kernel",
      "markdown": "https://theagenticweekly.com/alternatives/semantic-kernel.md"
    },
    {
      "title": "Alternatives to LlamaIndex",
      "url": "https://theagenticweekly.com/alternatives/llamaindex",
      "markdown": "https://theagenticweekly.com/alternatives/llamaindex.md"
    },
    {
      "title": "Alternatives to Suno",
      "url": "https://theagenticweekly.com/alternatives/suno",
      "markdown": "https://theagenticweekly.com/alternatives/suno.md"
    },
    {
      "title": "Alternatives to Flowise",
      "url": "https://theagenticweekly.com/alternatives/flowise",
      "markdown": "https://theagenticweekly.com/alternatives/flowise.md"
    },
    {
      "title": "Alternatives to Windsurf (now Devin Desktop)",
      "url": "https://theagenticweekly.com/alternatives/windsurf",
      "markdown": "https://theagenticweekly.com/alternatives/windsurf.md"
    },
    {
      "title": "Alternatives to Aider",
      "url": "https://theagenticweekly.com/alternatives/aider",
      "markdown": "https://theagenticweekly.com/alternatives/aider.md"
    },
    {
      "title": "Alternatives to ACE-Step",
      "url": "https://theagenticweekly.com/alternatives/ace-step",
      "markdown": "https://theagenticweekly.com/alternatives/ace-step.md"
    },
    {
      "title": "Alternatives to AutoGen",
      "url": "https://theagenticweekly.com/alternatives/autogen",
      "markdown": "https://theagenticweekly.com/alternatives/autogen.md"
    }
  ],
  "explainers": [
    {
      "title": "What is agentic AI? Definition, how it works and examples (2026)",
      "url": "https://theagenticweekly.com/what-is/agentic-ai",
      "markdown": "https://theagenticweekly.com/what-is/agentic-ai.md"
    },
    {
      "title": "What is an AI coding agent? How it differs from autocomplete (2026)",
      "url": "https://theagenticweekly.com/what-is/ai-coding-agent",
      "markdown": "https://theagenticweekly.com/what-is/ai-coding-agent.md"
    },
    {
      "title": "What is Aider? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/aider",
      "markdown": "https://theagenticweekly.com/what-is/aider.md"
    },
    {
      "title": "What is Browser Use? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/browser-use",
      "markdown": "https://theagenticweekly.com/what-is/browser-use.md"
    },
    {
      "title": "Cartesia pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/cartesia-pricing",
      "markdown": "https://theagenticweekly.com/what-is/cartesia-pricing.md"
    },
    {
      "title": "Deepgram pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/deepgram-pricing",
      "markdown": "https://theagenticweekly.com/what-is/deepgram-pricing.md"
    },
    {
      "title": "Devin pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/devin-pricing",
      "markdown": "https://theagenticweekly.com/what-is/devin-pricing.md"
    },
    {
      "title": "What is Dify? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/dify",
      "markdown": "https://theagenticweekly.com/what-is/dify.md"
    },
    {
      "title": "ElevenLabs pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/elevenlabs-pricing",
      "markdown": "https://theagenticweekly.com/what-is/elevenlabs-pricing.md"
    },
    {
      "title": "What is Firecrawl? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/firecrawl",
      "markdown": "https://theagenticweekly.com/what-is/firecrawl.md"
    },
    {
      "title": "GitHub Copilot pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/github-copilot-pricing",
      "markdown": "https://theagenticweekly.com/what-is/github-copilot-pricing.md"
    },
    {
      "title": "Grammarly pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/grammarly-pricing",
      "markdown": "https://theagenticweekly.com/what-is/grammarly-pricing.md"
    },
    {
      "title": "HeyGen pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/heygen-pricing",
      "markdown": "https://theagenticweekly.com/what-is/heygen-pricing.md"
    },
    {
      "title": "What is Hugging Face? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/hugging-face",
      "markdown": "https://theagenticweekly.com/what-is/hugging-face.md"
    },
    {
      "title": "What is Ideogram? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/ideogram",
      "markdown": "https://theagenticweekly.com/what-is/ideogram.md"
    },
    {
      "title": "Ideogram pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/ideogram-pricing",
      "markdown": "https://theagenticweekly.com/what-is/ideogram-pricing.md"
    },
    {
      "title": "Kiro pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/kiro-pricing",
      "markdown": "https://theagenticweekly.com/what-is/kiro-pricing.md"
    },
    {
      "title": "What is LangChain? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/langchain",
      "markdown": "https://theagenticweekly.com/what-is/langchain.md"
    },
    {
      "title": "Mistral Le Chat pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/le-chat-pricing",
      "markdown": "https://theagenticweekly.com/what-is/le-chat-pricing.md"
    },
    {
      "title": "Leonardo.Ai pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/leonardo-ai-pricing",
      "markdown": "https://theagenticweekly.com/what-is/leonardo-ai-pricing.md"
    },
    {
      "title": "What is llama.cpp? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/llama-cpp",
      "markdown": "https://theagenticweekly.com/what-is/llama-cpp.md"
    },
    {
      "title": "What is LM Studio? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/lm-studio",
      "markdown": "https://theagenticweekly.com/what-is/lm-studio.md"
    },
    {
      "title": "What is Make? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/make",
      "markdown": "https://theagenticweekly.com/what-is/make.md"
    },
    {
      "title": "What is an MCP server? A plain-English guide (2026)",
      "url": "https://theagenticweekly.com/what-is/mcp-server",
      "markdown": "https://theagenticweekly.com/what-is/mcp-server.md"
    },
    {
      "title": "Mem0 pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/mem0-pricing",
      "markdown": "https://theagenticweekly.com/what-is/mem0-pricing.md"
    },
    {
      "title": "Murf AI pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/murf-ai-pricing",
      "markdown": "https://theagenticweekly.com/what-is/murf-ai-pricing.md"
    },
    {
      "title": "What is n8n? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/n8n",
      "markdown": "https://theagenticweekly.com/what-is/n8n.md"
    },
    {
      "title": "Notion AI pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/notion-ai-pricing",
      "markdown": "https://theagenticweekly.com/what-is/notion-ai-pricing.md"
    },
    {
      "title": "What is Ollama? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/ollama",
      "markdown": "https://theagenticweekly.com/what-is/ollama.md"
    },
    {
      "title": "Ollama pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/ollama-pricing",
      "markdown": "https://theagenticweekly.com/what-is/ollama-pricing.md"
    },
    {
      "title": "What is Open WebUI? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/open-webui",
      "markdown": "https://theagenticweekly.com/what-is/open-webui.md"
    },
    {
      "title": "What is OpenHands? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/openhands",
      "markdown": "https://theagenticweekly.com/what-is/openhands.md"
    },
    {
      "title": "What is Perplexity? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/perplexity",
      "markdown": "https://theagenticweekly.com/what-is/perplexity.md"
    },
    {
      "title": "Perplexity pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/perplexity-pricing",
      "markdown": "https://theagenticweekly.com/what-is/perplexity-pricing.md"
    },
    {
      "title": "Runway pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/runway-pricing",
      "markdown": "https://theagenticweekly.com/what-is/runway-pricing.md"
    },
    {
      "title": "v0 pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/v0-pricing",
      "markdown": "https://theagenticweekly.com/what-is/v0-pricing.md"
    },
    {
      "title": "What is Vapi? Facts, license and pricing (Oct 2026)",
      "url": "https://theagenticweekly.com/what-is/vapi",
      "markdown": "https://theagenticweekly.com/what-is/vapi.md"
    },
    {
      "title": "What is vibe coding? Meaning, how it works and the risks (2026)",
      "url": "https://theagenticweekly.com/what-is/vibe-coding",
      "markdown": "https://theagenticweekly.com/what-is/vibe-coding.md"
    },
    {
      "title": "Warp pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/warp-pricing",
      "markdown": "https://theagenticweekly.com/what-is/warp-pricing.md"
    },
    {
      "title": "Zapier pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/zapier-pricing",
      "markdown": "https://theagenticweekly.com/what-is/zapier-pricing.md"
    },
    {
      "title": "Zed pricing (Oct 2026): plans and free tier",
      "url": "https://theagenticweekly.com/what-is/zed-pricing",
      "markdown": "https://theagenticweekly.com/what-is/zed-pricing.md"
    }
  ],
  "guides": [
    {
      "title": "How to add an MCP server to Claude Code",
      "url": "https://theagenticweekly.com/guides/add-mcp-server-to-claude-code",
      "markdown": "https://theagenticweekly.com/guides/add-mcp-server-to-claude-code.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Best model for OpenCode, Cline and Claude Code: options by budget",
      "url": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code",
      "markdown": "https://theagenticweekly.com/guides/best-model-for-opencode-cline-claude-code.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "How to build an MCP server with FastMCP",
      "url": "https://theagenticweekly.com/guides/build-an-mcp-server-with-fastmcp",
      "markdown": "https://theagenticweekly.com/guides/build-an-mcp-server-with-fastmcp.md",
      "evidence": "tested",
      "updated": "2026-10-26"
    },
    {
      "title": "ChatGPT Work vs ChatGPT Chat vs Codex: what each is for",
      "url": "https://theagenticweekly.com/guides/chatgpt-work-vs-chatgpt-chat",
      "markdown": "https://theagenticweekly.com/guides/chatgpt-work-vs-chatgpt-chat.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Is Claude Opus 5.5 free? Which plans include it",
      "url": "https://theagenticweekly.com/guides/claude-opus-5-5-free-or-paid",
      "markdown": "https://theagenticweekly.com/guides/claude-opus-5-5-free-or-paid.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Figma MCP server: how to enable it",
      "url": "https://theagenticweekly.com/guides/figma-mcp-server",
      "markdown": "https://theagenticweekly.com/guides/figma-mcp-server.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Gemini 4 Argon API pricing: $2 and $10 per million tokens until Nov 30, then $4 and $20",
      "url": "https://theagenticweekly.com/guides/gemini-4-argon-api-pricing",
      "markdown": "https://theagenticweekly.com/guides/gemini-4-argon-api-pricing.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Git MCP server: how to set it up and what it can do",
      "url": "https://theagenticweekly.com/guides/git-mcp-server",
      "markdown": "https://theagenticweekly.com/guides/git-mcp-server.md",
      "evidence": "tested",
      "updated": "2026-10-26"
    },
    {
      "title": "GitHub MCP server: how to set it up",
      "url": "https://theagenticweekly.com/guides/github-mcp-server",
      "markdown": "https://theagenticweekly.com/guides/github-mcp-server.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Which coding agents can use GPT-6.1 Terra?",
      "url": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents",
      "markdown": "https://theagenticweekly.com/guides/gpt-6-1-terra-in-coding-agents.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Is Kimi K3.1 Pro open-weight? Status of the Nov 4 promise",
      "url": "https://theagenticweekly.com/guides/kimi-k3-1-pro-open-weights",
      "markdown": "https://theagenticweekly.com/guides/kimi-k3-1-pro-open-weights.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    },
    {
      "title": "Playwright MCP server: setup, tools and what we measured",
      "url": "https://theagenticweekly.com/guides/playwright-mcp-server",
      "markdown": "https://theagenticweekly.com/guides/playwright-mcp-server.md",
      "evidence": "tested",
      "updated": "2026-10-26"
    },
    {
      "title": "How to run Claude Code with a local model",
      "url": "https://theagenticweekly.com/guides/run-claude-code-with-a-local-model",
      "markdown": "https://theagenticweekly.com/guides/run-claude-code-with-a-local-model.md",
      "evidence": "tested",
      "updated": "2026-10-26"
    },
    {
      "title": "Which Claude model should you use? Haiku 5.5, Sonnet 5.5, Opus 5.5 or Fable 5.1",
      "url": "https://theagenticweekly.com/guides/which-claude-model-should-i-use",
      "markdown": "https://theagenticweekly.com/guides/which-claude-model-should-i-use.md",
      "evidence": "reported",
      "updated": "2026-10-26"
    }
  ],
  "originalResearch": [
    {
      "title": "Install size and a first tool-calling task across 16 agent frameworks: what we measured",
      "url": "https://theagenticweekly.com/research/agent-framework-install-and-first-task",
      "markdown": "https://theagenticweekly.com/research/agent-framework-install-and-first-task.md"
    },
    {
      "title": "MCP servers over stdio: startup time, call latency and what broke when we ran 15 of them",
      "url": "https://theagenticweekly.com/research/mcp-servers-latency-and-failures",
      "markdown": "https://theagenticweekly.com/research/mcp-servers-latency-and-failures.md"
    },
    {
      "title": "npm on an older Node installs old versions without telling you: four measured cases and other install traps",
      "url": "https://theagenticweekly.com/research/older-node-silent-downgrades",
      "markdown": "https://theagenticweekly.com/research/older-node-silent-downgrades.md"
    },
    {
      "title": "Ollama and llama.cpp on a CPU-only box: three Qwen2.5 sizes, same prompts",
      "url": "https://theagenticweekly.com/research/ollama-vs-llama-cpp-qwen-sizes",
      "markdown": "https://theagenticweekly.com/research/ollama-vs-llama-cpp-qwen-sizes.md"
    },
    {
      "title": "A voice round trip on CPU: Piper speaks, faster-whisper listens, and int8 changes the answer",
      "url": "https://theagenticweekly.com/research/voice-round-trip-piper-faster-whisper",
      "markdown": "https://theagenticweekly.com/research/voice-round-trip-piper-faster-whisper.md"
    }
  ],
  "headToHeadTests": {
    "note": "Original head-to-head tests of open models we ran ourselves on a CPU-only machine. Indicative, not benchmarks; hosted frontier models are not included. Each page states the models, prompts, runs and who rated what.",
    "writingTest": {
      "url": "https://theagenticweekly.com/tests/writing",
      "markdown": "https://theagenticweekly.com/tests/writing.md",
      "leaderboard": "https://theagenticweekly.com/tests/writing-leaderboard",
      "leaderboardMarkdown": "https://theagenticweekly.com/tests/writing-leaderboard.md"
    },
    "instructionFollowingTest": {
      "url": "https://theagenticweekly.com/tests/instruction-following",
      "markdown": "https://theagenticweekly.com/tests/instruction-following.md"
    },
    "rawData": {
      "results": "https://theagenticweekly.com/raw/writing/results.json",
      "instructionFollowingResults": "https://theagenticweekly.com/raw/writing/ifeval-results.json",
      "prompts": "https://theagenticweekly.com/raw/writing/prompts.json",
      "generations": "https://theagenticweekly.com/raw/writing/generations.jsonl",
      "judgments": "https://theagenticweekly.com/raw/writing/judgments-pairwise.jsonl",
      "instructionFollowingOutputs": "https://theagenticweekly.com/raw/writing/ifeval.jsonl"
    }
  },
  "testLogs": [
    {
      "title": "Agno 3.1.10: our test log",
      "url": "https://theagenticweekly.com/tests/agno",
      "markdown": "https://theagenticweekly.com/tests/agno.md"
    },
    {
      "title": "Aider 0.86.2: our test log",
      "url": "https://theagenticweekly.com/tests/aider",
      "markdown": "https://theagenticweekly.com/tests/aider.md"
    },
    {
      "title": "AutoGen 0.7.5: our test log",
      "url": "https://theagenticweekly.com/tests/autogen",
      "markdown": "https://theagenticweekly.com/tests/autogen.md"
    },
    {
      "title": "Chrome DevTools MCP chrome_devtools 1.12.0: our test log",
      "url": "https://theagenticweekly.com/tests/chrome-devtools-mcp",
      "markdown": "https://theagenticweekly.com/tests/chrome-devtools-mcp.md"
    },
    {
      "title": "Claude Code 2.1.310: our test log",
      "url": "https://theagenticweekly.com/tests/claude-code",
      "markdown": "https://theagenticweekly.com/tests/claude-code.md"
    },
    {
      "title": "Cline CLI 3.0.73: our test log",
      "url": "https://theagenticweekly.com/tests/cline-cli",
      "markdown": "https://theagenticweekly.com/tests/cline-cli.md"
    },
    {
      "title": "Codex CLI 0.164.0: our test log",
      "url": "https://theagenticweekly.com/tests/codex-cli",
      "markdown": "https://theagenticweekly.com/tests/codex-cli.md"
    },
    {
      "title": "ComfyUI ComfyUI 0.42.0 (commit cdf272f), PyTorch 2.14.1 CPU: our test log",
      "url": "https://theagenticweekly.com/tests/comfyui",
      "markdown": "https://theagenticweekly.com/tests/comfyui.md"
    },
    {
      "title": "Context7 MCP Context7 4.4.4: our test log",
      "url": "https://theagenticweekly.com/tests/context7-mcp",
      "markdown": "https://theagenticweekly.com/tests/context7-mcp.md"
    },
    {
      "title": "Continue CLI 1.5.47: our test log",
      "url": "https://theagenticweekly.com/tests/continue-cli",
      "markdown": "https://theagenticweekly.com/tests/continue-cli.md"
    },
    {
      "title": "CrewAI 1.15.30: our test log",
      "url": "https://theagenticweekly.com/tests/crewai",
      "markdown": "https://theagenticweekly.com/tests/crewai.md"
    },
    {
      "title": "DSPy 3.4.1: our test log",
      "url": "https://theagenticweekly.com/tests/dspy",
      "markdown": "https://theagenticweekly.com/tests/dspy.md"
    },
    {
      "title": "faster-whisper (speech to text) 1.2.1 (CTranslate2 4.8.4): our test log",
      "url": "https://theagenticweekly.com/tests/faster-whisper",
      "markdown": "https://theagenticweekly.com/tests/faster-whisper.md"
    },
    {
      "title": "Flowise npm latest on Node 24.22.1: our test log",
      "url": "https://theagenticweekly.com/tests/flowise",
      "markdown": "https://theagenticweekly.com/tests/flowise.md"
    },
    {
      "title": "GitHub MCP Server 2.0.3: our test log",
      "url": "https://theagenticweekly.com/tests/github-mcp-server",
      "markdown": "https://theagenticweekly.com/tests/github-mcp-server.md"
    },
    {
      "title": "Google ADK (Python) 2.13.0: our test log",
      "url": "https://theagenticweekly.com/tests/google-adk",
      "markdown": "https://theagenticweekly.com/tests/google-adk.md"
    },
    {
      "title": "goose 1.56.0: our test log",
      "url": "https://theagenticweekly.com/tests/goose",
      "markdown": "https://theagenticweekly.com/tests/goose.md"
    },
    {
      "title": "GPT4All gpt4all 2.8.2 (Python SDK): our test log",
      "url": "https://theagenticweekly.com/tests/gpt4all",
      "markdown": "https://theagenticweekly.com/tests/gpt4all.md"
    },
    {
      "title": "Haystack 3.4.1: our test log",
      "url": "https://theagenticweekly.com/tests/haystack",
      "markdown": "https://theagenticweekly.com/tests/haystack.md"
    },
    {
      "title": "Hugging Face huggingface_hub 2.3.0, transformers 5.20.2, torch 2.14.1 (CPU): our test log",
      "url": "https://theagenticweekly.com/tests/hugging-face",
      "markdown": "https://theagenticweekly.com/tests/hugging-face.md"
    },
    {
      "title": "Instruction-following test: 15 AI models, 32 checkable tasks",
      "url": "https://theagenticweekly.com/tests/instruction-following",
      "markdown": "https://theagenticweekly.com/tests/instruction-following.md"
    },
    {
      "title": "Instructor 1.17.0: our test log",
      "url": "https://theagenticweekly.com/tests/instructor",
      "markdown": "https://theagenticweekly.com/tests/instructor.md"
    },
    {
      "title": "LangChain 1.4.7: our test log",
      "url": "https://theagenticweekly.com/tests/langchain",
      "markdown": "https://theagenticweekly.com/tests/langchain.md"
    },
    {
      "title": "LangChain.js 1.5.19: our test log",
      "url": "https://theagenticweekly.com/tests/langchainjs",
      "markdown": "https://theagenticweekly.com/tests/langchainjs.md"
    },
    {
      "title": "Langflow langflow 1.13.0: our test log",
      "url": "https://theagenticweekly.com/tests/langflow",
      "markdown": "https://theagenticweekly.com/tests/langflow.md"
    },
    {
      "title": "LangGraph 1.2.17: our test log",
      "url": "https://theagenticweekly.com/tests/langgraph",
      "markdown": "https://theagenticweekly.com/tests/langgraph.md"
    },
    {
      "title": "LiteLLM 1.106.4: our test log",
      "url": "https://theagenticweekly.com/tests/litellm",
      "markdown": "https://theagenticweekly.com/tests/litellm.md"
    },
    {
      "title": "llama.cpp b11889 (commit d854d98ba): our test log",
      "url": "https://theagenticweekly.com/tests/llama-cpp",
      "markdown": "https://theagenticweekly.com/tests/llama-cpp.md"
    },
    {
      "title": "LlamaIndex 0.14.25: our test log",
      "url": "https://theagenticweekly.com/tests/llamaindex",
      "markdown": "https://theagenticweekly.com/tests/llamaindex.md"
    },
    {
      "title": "Mastra 0.24.9 (Node 20) / 1.79.0 (Node 24): our test log",
      "url": "https://theagenticweekly.com/tests/mastra",
      "markdown": "https://theagenticweekly.com/tests/mastra.md"
    },
    {
      "title": "MCP Inspector (CLI mode) 0.15.0 (Node 20) / 2.12.0 (Node 24): our test log",
      "url": "https://theagenticweekly.com/tests/mcp-inspector",
      "markdown": "https://theagenticweekly.com/tests/mcp-inspector.md"
    },
    {
      "title": "FastMCP 4.1.3 and the official MCP Python SDK 2.3.0 (server side) fastmcp 4.1.3; mcp 2.3.0: our test log",
      "url": "https://theagenticweekly.com/tests/mcp-python-servers",
      "markdown": "https://theagenticweekly.com/tests/mcp-python-servers.md"
    },
    {
      "title": "MCP Everything (reference) server 1.0.0 (Node 20) / 2.0.1 (Node 24): our test log",
      "url": "https://theagenticweekly.com/tests/mcp-server-everything",
      "markdown": "https://theagenticweekly.com/tests/mcp-server-everything.md"
    },
    {
      "title": "MCP Fetch server mcp-fetch 2026.10.24: our test log",
      "url": "https://theagenticweekly.com/tests/mcp-server-fetch",
      "markdown": "https://theagenticweekly.com/tests/mcp-server-fetch.md"
    },
    {
      "title": "MCP Filesystem server 1.0.0 (Node 20) / 2.0.1 (Node 24): our test log",
      "url": "https://theagenticweekly.com/tests/mcp-server-filesystem",
      "markdown": "https://theagenticweekly.com/tests/mcp-server-filesystem.md"
    },
    {
      "title": "MCP Git server mcp-git 2026.10.19: our test log",
      "url": "https://theagenticweekly.com/tests/mcp-server-git",
      "markdown": "https://theagenticweekly.com/tests/mcp-server-git.md"
    },
    {
      "title": "MCP Memory server 1.0.0 (Node 20) / 2.0.0 (Node 24): our test log",
      "url": "https://theagenticweekly.com/tests/mcp-server-memory",
      "markdown": "https://theagenticweekly.com/tests/mcp-server-memory.md"
    },
    {
      "title": "MCP Sequential Thinking server 1.0.0 (Node 20) / 2.0.0 (Node 24): our test log",
      "url": "https://theagenticweekly.com/tests/mcp-server-sequential-thinking",
      "markdown": "https://theagenticweekly.com/tests/mcp-server-sequential-thinking.md"
    },
    {
      "title": "MCP Time server mcp-time 2026.10.19: our test log",
      "url": "https://theagenticweekly.com/tests/mcp-server-time",
      "markdown": "https://theagenticweekly.com/tests/mcp-server-time.md"
    },
    {
      "title": "Mem0 mem0ai 2.2.1 (open-source Python SDK): our test log",
      "url": "https://theagenticweekly.com/tests/mem0",
      "markdown": "https://theagenticweekly.com/tests/mem0.md"
    },
    {
      "title": "n8n 2.44.6: our test log",
      "url": "https://theagenticweekly.com/tests/n8n",
      "markdown": "https://theagenticweekly.com/tests/n8n.md"
    },
    {
      "title": "Notion MCP server 2.5.2 (@notionhq/notion-mcp-server): our test log",
      "url": "https://theagenticweekly.com/tests/notion-mcp",
      "markdown": "https://theagenticweekly.com/tests/notion-mcp.md"
    },
    {
      "title": "Ollama 0.40.11: our test log",
      "url": "https://theagenticweekly.com/tests/ollama",
      "markdown": "https://theagenticweekly.com/tests/ollama.md"
    },
    {
      "title": "Open WebUI 0.12.4: our test log",
      "url": "https://theagenticweekly.com/tests/open-webui",
      "markdown": "https://theagenticweekly.com/tests/open-webui.md"
    },
    {
      "title": "OpenAI Agents SDK for JavaScript 0.21.0: our test log",
      "url": "https://theagenticweekly.com/tests/openai-agents-js",
      "markdown": "https://theagenticweekly.com/tests/openai-agents-js.md"
    },
    {
      "title": "OpenAI Agents SDK (Python) 0.24.0: our test log",
      "url": "https://theagenticweekly.com/tests/openai-agents-sdk",
      "markdown": "https://theagenticweekly.com/tests/openai-agents-sdk.md"
    },
    {
      "title": "OpenAI Python SDK 3.37.0: our test log",
      "url": "https://theagenticweekly.com/tests/openai-python",
      "markdown": "https://theagenticweekly.com/tests/openai-python.md"
    },
    {
      "title": "opencode 1.19.4: our test log",
      "url": "https://theagenticweekly.com/tests/opencode",
      "markdown": "https://theagenticweekly.com/tests/opencode.md"
    },
    {
      "title": "OpenHands CLI 1.16.0 (SDK 1.21.0): our test log",
      "url": "https://theagenticweekly.com/tests/openhands-cli",
      "markdown": "https://theagenticweekly.com/tests/openhands-cli.md"
    },
    {
      "title": "Piper (text to speech) 1.8.0 (piper-tts): our test log",
      "url": "https://theagenticweekly.com/tests/piper",
      "markdown": "https://theagenticweekly.com/tests/piper.md"
    },
    {
      "title": "Playwright MCP Playwright 1.64.0-alpha-1790635538000: our test log",
      "url": "https://theagenticweekly.com/tests/playwright-mcp",
      "markdown": "https://theagenticweekly.com/tests/playwright-mcp.md"
    },
    {
      "title": "Pydantic AI 2.61.0: our test log",
      "url": "https://theagenticweekly.com/tests/pydantic-ai",
      "markdown": "https://theagenticweekly.com/tests/pydantic-ai.md"
    },
    {
      "title": "Semantic Kernel 1.45.0: our test log",
      "url": "https://theagenticweekly.com/tests/semantic-kernel",
      "markdown": "https://theagenticweekly.com/tests/semantic-kernel.md"
    },
    {
      "title": "Sentry MCP server 0.42.0 (@sentry/mcp-server): our test log",
      "url": "https://theagenticweekly.com/tests/sentry-mcp",
      "markdown": "https://theagenticweekly.com/tests/sentry-mcp.md"
    },
    {
      "title": "smolagents 1.26.0: our test log",
      "url": "https://theagenticweekly.com/tests/smolagents",
      "markdown": "https://theagenticweekly.com/tests/smolagents.md"
    },
    {
      "title": "Supabase MCP server 0.14.0 (@supabase/mcp-server-supabase): our test log",
      "url": "https://theagenticweekly.com/tests/supabase-mcp",
      "markdown": "https://theagenticweekly.com/tests/supabase-mcp.md"
    },
    {
      "title": "Vercel AI SDK 6.0.315 (Node 20) / 7.0.153 (Node 24): our test log",
      "url": "https://theagenticweekly.com/tests/vercel-ai-sdk",
      "markdown": "https://theagenticweekly.com/tests/vercel-ai-sdk.md"
    },
    {
      "title": "whisper.cpp not run: our test log",
      "url": "https://theagenticweekly.com/tests/whisper-cpp",
      "markdown": "https://theagenticweekly.com/tests/whisper-cpp.md"
    },
    {
      "title": "Writing test: 15 AI models, same prompts, rated blind",
      "url": "https://theagenticweekly.com/tests/writing",
      "markdown": "https://theagenticweekly.com/tests/writing.md"
    },
    {
      "title": "Writing leaderboard: fifteen small AI models, scores by criterion",
      "url": "https://theagenticweekly.com/tests/writing-leaderboard",
      "markdown": "https://theagenticweekly.com/tests/writing-leaderboard.md"
    },
    {
      "title": "Writing prompt w01: one sentence on what an API is, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w01",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w01.md"
    },
    {
      "title": "Writing prompt w02: one sentence: coffee shop open Sundays, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w02",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w02.md"
    },
    {
      "title": "Writing prompt w03: one sentence apologising for a delay, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w03",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w03.md"
    },
    {
      "title": "Writing prompt w04: one-sentence tagline for an offline notes app, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w04",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w04.md"
    },
    {
      "title": "Writing prompt w05: two sentences on why the sky is blue, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w05",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w05.md"
    },
    {
      "title": "Writing prompt w06: two sentences persuading a manager, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w06",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w06.md"
    },
    {
      "title": "Writing prompt w07: two sentences on a rainy commute, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w07",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w07.md"
    },
    {
      "title": "Writing prompt w08: water bottle product blurb, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w08",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w08.md"
    },
    {
      "title": "Writing prompt w09: self-watering pot product blurb, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w09",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w09.md"
    },
    {
      "title": "Writing prompt w10: reply to a late-order complaint, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w10",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w10.md"
    },
    {
      "title": "Writing prompt w11: reply to a meeting-change email, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w11",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w11.md"
    },
    {
      "title": "Writing prompt w12: two-sentence summary of a library notice, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w12",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w12.md"
    },
    {
      "title": "Writing prompt w13: password manager for beginners, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w13",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w13.md"
    },
    {
      "title": "Writing prompt w14: compound interest for a 12-year-old, answered by fifteen AI models",
      "url": "https://theagenticweekly.com/tests/writing-prompt-w14",
      "markdown": "https://theagenticweekly.com/tests/writing-prompt-w14.md"
    }
  ],
  "anthropicIpo": {
    "url": "https://theagenticweekly.com/anthropic-ipo",
    "updated": "2026-10-26T16:34:21Z",
    "status": "Initial S-1; not yet effective; no amendment (S-1/A) seen",
    "evidence": "Reported",
    "disclaimer": "Not investment advice. This site summarizes public filings and cited reporting; everything is labelled Reported and nothing here is Tested.",
    "pages": [
      {
        "title": "Anthropic IPO: what the S-1 says (proposed Nasdaq ticker ANT)",
        "url": "https://theagenticweekly.com/anthropic-ipo",
        "markdown": "https://theagenticweekly.com/anthropic-ipo.md"
      },
      {
        "title": "What Anthropic's S-1 says, in plain English",
        "url": "https://theagenticweekly.com/anthropic-ipo/s1-explained",
        "markdown": "https://theagenticweekly.com/anthropic-ipo/s1-explained.md"
      },
      {
        "title": "Anthropic S-1 key numbers",
        "url": "https://theagenticweekly.com/anthropic-ipo/key-numbers",
        "markdown": "https://theagenticweekly.com/anthropic-ipo/key-numbers.md"
      },
      {
        "title": "Anthropic S-1 risk factors that matter",
        "url": "https://theagenticweekly.com/anthropic-ipo/risk-factors",
        "markdown": "https://theagenticweekly.com/anthropic-ipo/risk-factors.md"
      },
      {
        "title": "Anthropic IPO FAQ",
        "url": "https://theagenticweekly.com/anthropic-ipo/faq",
        "markdown": "https://theagenticweekly.com/anthropic-ipo/faq.md"
      },
      {
        "title": "Anthropic IPO timeline",
        "url": "https://theagenticweekly.com/anthropic-ipo/timeline",
        "markdown": "https://theagenticweekly.com/anthropic-ipo/timeline.md"
      }
    ],
    "json": "https://theagenticweekly.com/anthropic-ipo.json",
    "answers": [
      {
        "id": "anthropic-ipo-ticker",
        "question": "What is Anthropic's proposed IPO ticker and exchange?",
        "answer": "Anthropic applied to list its Class A common stock on the Nasdaq Global Select Market under the symbol ANT. It is not trading yet; the S-1 filed October 26, 2026 is not effective and the price range and share count are blank.",
        "asOf": "2026-10-26"
      },
      {
        "id": "anthropic-ipo-revenue",
        "question": "What revenue does Anthropic's S-1 report?",
        "answer": "$16,286 million (about $16.3 billion) for the six months ended June 30, 2026 ($1,163 million a year earlier), $4,585 million in 2025, $386 million in 2024 and $41 million in 2023.",
        "asOf": "2026-10-26"
      },
      {
        "id": "anthropic-ipo-losses",
        "question": "How big is Anthropic's loss according to the S-1?",
        "answer": "Operating loss $(693) million and net loss $(80,748) million (about $80.7 billion) in the six months ended June 30, 2026. Most of the gap is a $72,388 million change in fair value of convertible notes, derivative liabilities and SAFEs, a line below operating loss. Net cash provided by operating activities was $3,929 million.",
        "asOf": "2026-10-26"
      },
      {
        "id": "anthropic-ipo-cash",
        "question": "How much cash does Anthropic have, per its S-1?",
        "answer": "$131,651 million ($112.4 billion cash and equivalents plus $19.3 billion short-term investments) as of June 30, 2026. Total indebtedness was $6.2 billion.",
        "asOf": "2026-10-26"
      },
      {
        "id": "anthropic-ipo-compute",
        "question": "How large are Anthropic's compute commitments?",
        "answer": "Approximately $265.6 billion of expected future fixed or minimum guaranteed commitments as of June 30, 2026, with named agreements including at least $44.9 billion with Microsoft, about $114.5 billion with Google, $110.0 billion with Amazon and up to $120.5 billion with SpaceXAI. The S-1's own headline total is blank.",
        "asOf": "2026-10-26"
      },
      {
        "id": "anthropic-ipo-control",
        "question": "Who controls Anthropic after the IPO?",
        "answer": "The Long-Term Benefit Trust, through the single Class T share, elects a majority of the board; a Founder LLC of the seven co-founders holds the single Class F share carrying 50.1% of voting power on matters put to stockholders generally. Neither share carries economic rights. Class A holders get one vote per share.",
        "asOf": "2026-10-26"
      },
      {
        "id": "anthropic-ipo-when-buy",
        "question": "When can I buy Anthropic stock?",
        "answer": "Not yet. The registration statement has been filed but is not effective, no price range or share count is set, and no dates are given. Expect those in an amended S-1. Not investment advice.",
        "asOf": "2026-10-26"
      },
      {
        "id": "anthropic-ipo-blank",
        "question": "What is still blank in Anthropic's S-1?",
        "answer": "Revenue, three months ended September 30, 2026; Run-Rate Revenue as of October 31, 2026; Aggregate compute commitment headline total; Price range; Number of shares offered (by Anthropic and by selling stockholders); Prospectus date and expected delivery date.",
        "asOf": "2026-10-26"
      }
    ]
  },
  "faq": [
    {
      "id": "faq-what-is",
      "q": "What is Agentic Weekly?",
      "a": "Agentic Weekly is an independent weekly radar of new AI and agent tool releases. For each release it publishes what changed, a one-sentence verdict, best-for tags and a step-by-step setup tutorial, written from official release notes and docs and linked to those sources. Every entry is labelled Reported (written from official sources, not run by us) or Tested (we ran a small smoke test; the scope is stated on every Tested entry and is not a benchmark). Paid featured listings and affiliate links are always labelled and never change a verdict or ranking."
    },
    {
      "id": "how-verdicts",
      "q": "How are verdicts decided?",
      "a": "Each verdict is written from the tool's own release notes, README and docs, which are linked on the page with the date we fetched them. Rankings inside a best-for list are editorial. Payment cannot buy a better verdict or a higher rank."
    },
    {
      "id": "reported-vs-tested",
      "q": "What do Reported and Tested mean?",
      "a": "Reported means the write-up is based on official sources and we have not run the release ourselves. Tested means we ran a small hands-on smoke test (install plus a short task) and state on the page what was run, on which model and hardware, on what date and what was not covered; it is not a benchmark and most Tested entries used a small local model, not vendor-hosted models. Right now 43 of 139 entries are Tested."
    },
    {
      "id": "how-picks-are-chosen",
      "q": "How are the best-for picks chosen?",
      "a": "Ranks are editorial judgement made by Agentic Weekly when an entry is written or updated. They are not benchmark results, user ratings, popularity counts or paid positions. We rank only the 139 tools we track, not the whole market. \"#1\" means top of the tools we cover for that task, not best overall. The reason for each rank is the one-line blurb shown beside it. Typical reasons are how well the tool's own docs say it fits the task and how actively it is maintained according to its dated release notes. There is no numeric scoring formula, and we have not run quality head-to-head comparisons between ranked tools; our research studies measure install size, startup time and speed for some tools, and those numbers do not set ranks. Where a rank looks like a verdict on quality, it is our reading of official sources, not a measured result. The Tested label does not raise a rank. Tested means a small smoke test (install plus a short task, usually on a small local model), not a benchmark. Reported and Tested entries are ranked from the same kind of evidence. Payment cannot change a rank. Featured listings are labelled and are never used to order a list. Prices and plan details are shown only with a date and an official source. Where we could only find a third-party figure, or could not read the official page, the entry says so. Ranks can change when a release, price or doc changes. Each page shows when it was last verified."
    },
    {
      "id": "paid-listings",
      "q": "Do paid listings or affiliate links change the rankings?",
      "a": "No. Featured listings carry a visible 'Featured · Paid placement' label, affiliate links are marked and disclosed, and neither changes a verdict or the order of a best-for list."
    },
    {
      "id": "how-often",
      "q": "How often is the site updated?",
      "a": "New releases are added to the weekly feed. This page was last updated on 2026-10-26, and every entry shows its own release date and last-verified date."
    },
    {
      "id": "newsletter",
      "q": "What is Agentic Weekly's newsletter?",
      "a": "The Weekly Verdict is a free weekly email (about six minutes) that sorts the week's AI tool and agent releases into update now, worth a look or skip. Each item is labeled Reported (we read the official sources) or Tested (we ran it, with the scope stated) and links its source. Signup uses double opt-in and every email has an unsubscribe link. Details: https://theagenticweekly.com/newsletter. A full sample issue is at https://theagenticweekly.com/newsletter/issue-1."
    },
    {
      "id": "feeds",
      "q": "Is there an RSS or JSON feed?",
      "a": "Yes: https://theagenticweekly.com/feed.xml (RSS), https://theagenticweekly.com/atom.xml (Atom) and https://theagenticweekly.com/feed.json (JSON Feed); news briefs alone are at https://theagenticweekly.com/news/feed.xml and https://theagenticweekly.com/latest.json. The weekly newsletter signup is at https://theagenticweekly.com/newsletter."
    },
    {
      "id": "how-to-cite",
      "q": "How should I cite Agentic Weekly?",
      "a": "Cite as: Agentic Weekly, \"<page title>\", last updated <date shown on the page>, <full page URL>. When you quote a verdict, link the tool's page (https://theagenticweekly.com/tools/<slug>) and keep its Reported or Tested label."
    },
    {
      "id": "faq-vibe-coding",
      "q": "What is the best AI tool for vibe coding?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Claude Code #1 for vibe coding: Strong for vibe coding from the terminal or VS Code if you want the agent to run commands and edit files for you. Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-ai-coding-agents",
      "q": "What is the best AI tool for AI coding agents?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Claude Code #1 for AI coding agents: One of the most actively maintained coding agents, with daily releases and detailed changelogs. Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-agent-building",
      "q": "What is the best AI tool for agent building?",
      "a": "As of 2026-10-26, Agentic Weekly ranks Claude Code #1 for agent building: Plugins, skills, hooks and an Agent SDK are referenced in the changelog, which makes it a base for building your own agent workflows. Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-ai-video",
      "q": "What is the best AI tool for video?",
      "a": "As of 2026-10-26, Agentic Weekly ranks Luma #1 for video: Multiple video models in one board, plus professional outputs like EXR and keyframe control. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-writing",
      "q": "What is the best AI tool for writing?",
      "a": "As of 2026-10-25, Agentic Weekly ranks ChatGPT #1 for writing: Writing blocks, Pages, Slides, audio uploads and Word integration make it a general writing workbench. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-music",
      "q": "What is the best AI tool for music?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Suno #1 for music: Full-song generation with plain-language section edits; v6 launched Sep 9. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-image-generation",
      "q": "What is the best AI tool for images?",
      "a": "As of 2026-10-26, Agentic Weekly ranks Midjourney #1 for images: Widely used image generator; this update adds prompt-correcting reruns and shared folders. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-small-business",
      "q": "What is the best AI tool for small business?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Goodcall #1 for small business: Lets a trade business answer, qualify and book calls with a simple per-customer price. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-ai-assistants",
      "q": "What is the best AI tool for AI assistants?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Grok #1 for AI assistants: Assistant from SpaceXAI with real-time web and X answers. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-ai-search",
      "q": "What is the best AI tool for AI search and research?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Elicit #1 for AI search and research: AI research assistant that searches and synthesizes academic papers. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-llm-platforms",
      "q": "What is the best AI tool for local LLM tools and model platforms?",
      "a": "As of 2026-10-26, Agentic Weekly ranks Cohere #1 for local LLM tools and model platforms: Enterprise-focused models and the North agent platform. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-no-code-automation",
      "q": "What is the best AI tool for no-code automation?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Make #1 for no-code automation: Visual automation platform with scenarios, AI agents, an MCP server and a free plan. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-mcp-servers",
      "q": "What is the best AI tool for MCP servers?",
      "a": "As of 2026-10-26, Agentic Weekly ranks Figma MCP server #1 for MCP servers: Figma's MCP server that gives agents design context. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-meeting-assistants",
      "q": "What is the best AI tool for AI meeting assistants?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Fathom #1 for AI meeting assistants: Free AI notetaker for Zoom, Meet and Teams. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-ai-design",
      "q": "What is the best AI tool for AI design and presentation tools?",
      "a": "As of 2026-10-25, Agentic Weekly ranks Beautiful.ai #1 for AI design and presentation tools: AI presentation software with Smart Slides. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    },
    {
      "id": "faq-voice-ai",
      "q": "What is the best AI tool for AI voice and speech?",
      "a": "As of 2026-10-25, Agentic Weekly ranks AssemblyAI #1 for AI voice and speech: Speech-to-text and speech understanding APIs. Evidence: Reported (not run by us). This is an editorial pick, not a benchmark result (see how picks are chosen at https://theagenticweekly.com/ai#ranking-basis)."
    }
  ],
  "alternates": {
    "html": "https://theagenticweekly.com/ai",
    "markdown": "https://theagenticweekly.com/ai.md",
    "json": "https://theagenticweekly.com/ai.json",
    "toolsJson": "https://theagenticweekly.com/tools.json",
    "dataPage": "https://theagenticweekly.com/data",
    "dataCsv": {
      "tools": "https://theagenticweekly.com/data/tools.csv",
      "releases": "https://theagenticweekly.com/data/releases.csv",
      "verdicts": "https://theagenticweekly.com/data/verdicts.csv"
    },
    "dataLicense": "CC BY 4.0",
    "llms": "https://theagenticweekly.com/llms.txt",
    "llmsFull": "https://theagenticweekly.com/llms-full.txt"
  }
}