Alternatives to CrewAI

12 alternatives to CrewAI that we cover: LangGraph, OpenAI Agents SDK, Mastra, Langflow, Botpress, Gumloop, Lindy, Microsoft Copilot Studio, Pydantic AI, Relevance AI, Voiceflow, Vercel AI SDK. The table shows the evidence behind each entry and whether its pricing has been verified.

By Agentic Weekly, operated independently from Texas, US · Last updated Oct 25, 2026 (America/Chicago) · How we work

CrewAI

LangGraph OpenAI Agents SDK Mastra Langflow Botpress Gumloop Lindy Microsoft Copilot Studio

CrewAI in brief

Python framework for orchestrating role-playing, autonomous AI agents that work as a crew.

CrewAI 1.15.29 promotes AgentExecutor out of experimental status and adds LiteLLM-compatible kwargs, Azure DocumentDB vector search and new CLI evaluation features; 1.15.30 followed with a small fix on Oct 24.

What it does well: MIT license and a large GitHub following; Built-in eval command; Fixes to memory and tool-loop behavior in this release.

Where it falls short: Very fast release cadence (several versions per week); Some fixes address leaks and loops, which signals earlier rough edges; An unpinned install resolved to an older version (1.6.1) in our shared venv; we only ran a one-agent crew against a local model.

Latest version we cover: 1.15.30 (Oct 23, 2026). Vendor: CrewAI.

When to look beyond CrewAI

Skip CrewAI if:

You prefer an explicit graph model
You need a stable API with few releases; versions move quickly

Read the full CrewAI write-up →

When CrewAI is still the right pick

Stay with CrewAI if:

Developers who want role-based multi-agent flows
Teams that want a built-in eval command
Users who need vector search on Azure DocumentDB

CrewAI: Not verified. Evidence: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).

Before you switch, note what we could not verify about CrewAI:

Pricing of CrewAI's hosted platform (not covered)

CrewAI and its alternatives at a glance

CrewAI and alternatives: evidence, pricing status, latest version and last verified date
Tool	Evidence	Pricing	Latest version we cover	Last verified
CrewAI	Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)	Not verified	1.15.30	Oct 25, 2026
LangGraph	Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))	Not verified	1.2.17	Oct 25, 2026
OpenAI Agents SDK	Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models)	Not verified	v0.24.0	Oct 25, 2026
Mastra	Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))	Not verified	@mastra/core@1.79.0	Oct 25, 2026
Langflow	Tested (smoke test, 2026-10-26, no LLM involved)	Partly verified	n/a	Oct 26, 2026
Botpress	Reported (not run by us)	Official page, dated	n/a	Oct 25, 2026
Gumloop	Reported (not run by us)	Official page, dated	n/a	Oct 25, 2026
Lindy	Reported (not run by us)	Official page, dated	n/a	Oct 25, 2026
Microsoft Copilot Studio	Reported (not run by us)	Not verified	n/a	Oct 25, 2026
Pydantic AI	Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))	Official page, dated	n/a	Oct 25, 2026
Relevance AI	Reported (not run by us)	Not verified	n/a	Oct 25, 2026
Voiceflow	Reported (not run by us)	Not verified	n/a	Oct 25, 2026
Vercel AI SDK	Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B))	Official page, dated	n/a	Oct 25, 2026

Evidence labels: Reported means written from official sources; Tested means a small smoke test with its scope stated. See methodology. Pricing status shows how well we could verify prices; open each tool page for the note.

12 alternatives

LangChainTested

LangGraph

Verdict: A dependable foundation for stateful agents; this release is a routine fix, so only update if the RemoteGraph or recursion fixes affect you.

Pick LangGraph if: Developers who want explicit control over agent state and flow; Teams running long-lived, resumable agents.

For agent building: LangGraph is #3, CrewAI is #5.

Latest release we cover: LangGraph 1.2.17 on Oct 24, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: LangGraph: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: LangGraph: MIT license, large community. CrewAI: MIT license and a large GitHub following.
Main caveat: LangGraph: More concepts to learn than simpler SDKs. CrewAI: Very fast release cadence (several versions per week).

CrewAI vs LangGraph →

OpenAITested

OpenAI Agents SDK

Verdict: 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.

For agent building: OpenAI Agents SDK is #2, CrewAI is #5.

Latest release we cover: OpenAI Agents SDK v0.24.0 on Oct 15, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: OpenAI Agents SDK: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: OpenAI Agents SDK: MIT license, official OpenAI project. CrewAI: MIT license and a large GitHub following.
Main caveat: OpenAI Agents SDK: Releases are mostly dependency bumps and fixes. CrewAI: Very fast release cadence (several versions per week).

MastraTested

Mastra

Verdict: A strong TypeScript option if you are building agents in a Node stack; read the breaking-change note on sessions before upgrading.

Pick Mastra if: TypeScript and Next.js teams building agents; Teams that need observability and tracing out of the box.

For agent building: Mastra is #6, CrewAI is #5.

Latest release we cover: Mastra @mastra/core@1.79.0 on Oct 21, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Mastra: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Mastra: TypeScript-native. CrewAI: MIT license and a large GitHub following.
Main caveat: Mastra: Breaking change to agent controller sessions in this release. CrewAI: Very fast release cadence (several versions per week).

LangflowTested

Langflow

Verdict: 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.

For agent building: Langflow is not ranked, CrewAI is #5.

Latest release we cover: Langflow (no version recorded) on Oct 26, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Langflow: Tested (smoke test, 2026-10-26, no LLM involved). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Langflow: MIT license. CrewAI: MIT license and a large GitHub following.
Main caveat: Langflow: Hosted pricing not read. CrewAI: Very fast release cadence (several versions per week).

BotpressReported

Botpress

Verdict: 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.

For agent building: Botpress is not ranked, CrewAI is #5.

Latest release we cover: Botpress (no version recorded) on Oct 25, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Botpress: Reported (not run by us). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Botpress: Published conversation rates. CrewAI: MIT license and a large GitHub following.
Main caveat: Botpress: Support-focused. CrewAI: Very fast release cadence (several versions per week).

GumloopReported

Gumloop

Verdict: 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.

For agent building: Gumloop is not ranked, CrewAI is #5.

Latest release we cover: Gumloop (no version recorded) on Oct 25, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Gumloop: Reported (not run by us). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Gumloop: Credits transparent. CrewAI: MIT license and a large GitHub following.
Main caveat: Gumloop: No permanent free plan seen. CrewAI: Very fast release cadence (several versions per week).

LindyReported

Lindy

Verdict: 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.

For agent building: Lindy is not ranked, CrewAI is #5.

Latest release we cover: Lindy (no version recorded) on Oct 25, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Lindy: Reported (not run by us). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Lindy: Quick start. CrewAI: MIT license and a large GitHub following.
Main caveat: Lindy: Free credits expire after 7 days. CrewAI: Very fast release cadence (several versions per week).

MicrosoftReported

Microsoft Copilot Studio

Verdict: 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.

For agent building: Microsoft Copilot Studio is not ranked, CrewAI is #5.

Latest release we cover: Microsoft Copilot Studio (no version recorded) on Oct 25, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Microsoft Copilot Studio: Reported (not run by us). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Microsoft Copilot Studio: Microsoft ecosystem. CrewAI: MIT license and a large GitHub following.
Main caveat: Microsoft Copilot Studio: Pricing not read. CrewAI: Very fast release cadence (several versions per week).

PydanticTested

Pydantic AI

Verdict: 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.

For agent building: Pydantic AI is not ranked, CrewAI is #5.

Latest release we cover: Pydantic AI (no version recorded) on Oct 25, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Pydantic AI: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Pydantic AI: Type-safe design. CrewAI: MIT license and a large GitHub following.
Main caveat: Pydantic AI: Python only. CrewAI: Very fast release cadence (several versions per week).

Relevance AIReported

Relevance AI

Verdict: 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.

For agent building: Relevance AI is not ranked, CrewAI is #5.

Latest release we cover: Relevance AI (no version recorded) on Oct 25, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Relevance AI: Reported (not run by us). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Relevance AI: Deployment help. CrewAI: MIT license and a large GitHub following.
Main caveat: Relevance AI: Pricing not read. CrewAI: Very fast release cadence (several versions per week).

VoiceflowReported

Voiceflow

Verdict: Platform for chat and voice AI agents for customer experience teams.

Pick Voiceflow if: CX teams building chat and voice agents.

For agent building: Voiceflow is not ranked, CrewAI is #5.

Latest release we cover: Voiceflow (no version recorded) on Oct 25, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Voiceflow: Reported (not run by us). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Voiceflow: Chat and voice. CrewAI: MIT license and a large GitHub following.
Main caveat: Voiceflow: Pricing not read. CrewAI: Very fast release cadence (several versions per week).

VercelTested

Vercel AI SDK

Verdict: 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.

For agent building: Vercel AI SDK is not ranked, CrewAI is #5.

Latest release we cover: Vercel AI SDK (no version recorded) on Oct 24, 2026. CrewAI 1.15.30 on Oct 23, 2026.
Evidence: Vercel AI SDK: Tested (smoke test, 2026-10-25, local 3B model (Qwen2.5-3B)). CrewAI: Tested (smoke test, 2026-10-25, local Qwen2.5-3B-Instruct, not vendor models).
Strength: Vercel AI SDK: Apache-2.0. CrewAI: MIT license and a large GitHub following.
Main caveat: Vercel AI SDK: JavaScript ecosystem only. CrewAI: Very fast release cadence (several versions per week).

FAQ

What are the best alternatives to CrewAI?

LangGraph, OpenAI Agents SDK, Mastra, Langflow, Botpress, Gumloop, Lindy, Microsoft Copilot Studio, Pydantic AI, Relevance AI, Voiceflow, Vercel AI SDK. Each is covered with a verdict on this site.

When should I use something other than CrewAI?

Skip CrewAI if: You prefer an explicit graph model; You need a stable API with few releases; versions move quickly.