# Alternatives to LangGraph Canonical: https://theagenticweekly.com/alternatives/langgraph · Last updated: 2026-10-25 · Author: Agentic Weekly (operated independently from Texas, US) · LangGraph evidence: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)) > 12 alternatives to LangGraph that we cover: OpenAI Agents SDK, CrewAI, Google ADK, Langflow, Botpress, Gumloop, Lindy, Microsoft Copilot Studio, Pydantic AI, Relevance AI, Voiceflow, Vercel AI SDK. Skip LangGraph if: You want the shortest path to a simple agent; You are looking for new features in this release. ## At a glance | Tool | Evidence | Pricing | Latest version we cover | Last verified | |---|---|---|---|---| | LangGraph | Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)) | Not verified | 1.2.17 | 2026-10-25 | | OpenAI Agents SDK | Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models) | Not verified | v0.24.0 | 2026-10-25 | | CrewAI | Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models) | Not verified | 1.15.30 | 2026-10-25 | | Google ADK | Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models) | Not verified | v2.13.0 | 2026-10-25 | | Langflow | Tested (smoke test, 2026-10-26, no LLM involved) | Partly verified | n/a | 2026-10-26 | | Botpress | Reported (not run by us) | Official page, dated | n/a | 2026-10-25 | | Gumloop | Reported (not run by us) | Official page, dated | n/a | 2026-10-25 | | Lindy | Reported (not run by us) | Official page, dated | n/a | 2026-10-25 | | Microsoft Copilot Studio | Reported (not run by us) | Not verified | n/a | 2026-10-25 | | Pydantic AI | Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)) | Official page, dated | n/a | 2026-10-25 | | Relevance AI | Reported (not run by us) | Not verified | n/a | 2026-10-25 | | Voiceflow | Reported (not run by us) | Not verified | n/a | 2026-10-25 | | Vercel AI SDK | Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)) | Official page, dated | n/a | 2026-10-25 | ## OpenAI Agents SDK Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). Pick it if you want a small, official framework for multi-agent flows on the OpenAI API; the update is incremental. Pick OpenAI Agents SDK if: Python developers building agents on OpenAI models; Teams that want MCP tools plus approvals and sessions. - Write-up: https://theagenticweekly.com/tools/openai-agents-sdk - For agent building: OpenAI Agents SDK is #2, LangGraph is #3. (editorial ranks) ## CrewAI Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). Reasonable if you like the crew-of-agents mental model; the memory and tool-loop fixes in this release are worth taking. Pick CrewAI if: Developers who want role-based multi-agent flows; Teams that want a built-in eval command. - Write-up: https://theagenticweekly.com/tools/crewai - Comparison: https://theagenticweekly.com/compare/langgraph-vs-crewai - For agent building: CrewAI is #5, LangGraph is #3. (editorial ranks) ## Google ADK Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). Update with care: a big, useful release for Gemini users, but it includes a telemetry default change. Pick Google ADK if: Python teams building on Gemini or Google Cloud; Developers who need live voice agents. - Write-up: https://theagenticweekly.com/tools/google-adk - For agent building: Google ADK is #4, LangGraph is #3. (editorial ranks) ## Langflow Evidence: Tested (smoke test, 2026-10-26, no LLM involved). MIT-licensed visual builder for AI agents and MCP servers with a very large GitHub following. Pick Langflow if: Visual prototyping of RAG and agents; Exposing flows as MCP servers. - Write-up: https://theagenticweekly.com/tools/langflow - For agent building: Langflow is not ranked, LangGraph is #3. (editorial ranks) ## Botpress Evidence: Reported (not run by us). Customer-support AI agent platform with a free plan and conversation-based paid plans. Pick Botpress if: Support teams wanting AI agents with per-conversation costs. - Write-up: https://theagenticweekly.com/tools/botpress - For agent building: Botpress is not ranked, LangGraph is #3. (editorial ranks) ## Gumloop Evidence: Reported (not run by us). Agent builder for teams; plans start at $37 per month with 20k included credits. Pick Gumloop if: Teams letting non-engineers build agents with IT controls. - Write-up: https://theagenticweekly.com/tools/gumloop - For agent building: Gumloop is not ranked, LangGraph is #3. (editorial ranks) ## Lindy Evidence: Reported (not run by us). AI 'employee' builder that connects to your tools; Free plan with $50 in credits that last 7 days, then credit-based plans. Pick Lindy if: Non-technical teams automating assistant-style work. - Write-up: https://theagenticweekly.com/tools/lindy - For agent building: Lindy is not ranked, LangGraph is #3. (editorial ranks) ## Microsoft Copilot Studio Evidence: Reported (not run by us). Microsoft's platform for creating and managing custom agents, workflows and apps with no code. Pick Microsoft Copilot Studio if: Microsoft 365 organizations building internal agents. - Write-up: https://theagenticweekly.com/tools/copilot-studio - For agent building: Microsoft Copilot Studio is not ranked, LangGraph is #3. (editorial ranks) ## Pydantic AI Evidence: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). Python agent framework built on Pydantic types, covering agents, realtime voice, image generation and embeddings. Pick Pydantic AI if: Python teams that value type safety and validation. - Write-up: https://theagenticweekly.com/tools/pydantic-ai - For agent building: Pydantic AI is not ranked, LangGraph is #3. (editorial ranks) ## Relevance AI Evidence: Reported (not run by us). Platform for specialist AI agents for sales, customer success, marketing and HR, with an embedded deployment team. Pick Relevance AI if: Go-to-market teams wanting managed agent rollout. - Write-up: https://theagenticweekly.com/tools/relevance-ai - For agent building: Relevance AI is not ranked, LangGraph is #3. (editorial ranks) ## Voiceflow Evidence: Reported (not run by us). Platform for chat and voice AI agents for customer experience teams. Pick Voiceflow if: CX teams building chat and voice agents. - Write-up: https://theagenticweekly.com/tools/voiceflow - For agent building: Voiceflow is not ranked, LangGraph is #3. (editorial ranks) ## Vercel AI SDK Evidence: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). Vercel's TypeScript SDK that gives one API across many model providers, with streaming and agent helpers. Pick Vercel AI SDK if: TypeScript and Next.js teams building chat or agent UIs. - Write-up: https://theagenticweekly.com/tools/vercel-ai-sdk - For agent building: Vercel AI SDK is not ranked, LangGraph is #3. (editorial ranks) ## How to cite Agentic Weekly, "Alternatives to LangGraph", last updated 2026-10-25, https://theagenticweekly.com/alternatives/langgraph