CrewAI review (2026): pricing, best for, alternatives
Summary
CrewAI is #5 of 5 in our Agent Builders & Automation ranking (initial editorial, pending tests). Popular multi-agent ('crew') framework with a hosted visual studio.[crewai.com] Pricing as stated on crewai.com (checked 2026-10-19) starts with: Open-source framework MIT; platform Basic Free (50 workflow executions/mo); more tiers below.[pricing page] Our public-docs Agent-Ready review scores it 8/10 (Agent-ready): documented API, CLI/headless mode, SDK, machine-friendly docs and documented auth & limits.[evidence table]
Best for
- Agent Builders & Automation: ranked #5 of 5
- Trying before paying: a free option is stated on the pricing page
- Open-source or self-hosted setups (open source per pricing page)
- Agent and automation workflows (Agent-Ready 8/10)
Not ideal for
- MCP-first agent stacks: no MCP server documented
- Wanting the top-ranked Agent Builders & Automation pick: that is currently n8n
Derived from the sourced pricing, Agent-Ready evidence and head-to-head verdicts on this page; not a hands-on quality test.
CrewAI pricing (as stated on vendor site)
| Plan | Price / terms as stated |
|---|---|
| Open-source framework | MIT |
| Terms | platform Basic Free (50 workflow executions/mo) |
| Terms | Enterprise custom |
Agent-Ready breakdown: 8/10 (Agent-ready)
| Signal | Points | What we found | Evidence |
|---|---|---|---|
| API | 3/3 | CrewAI AMP REST API for deployed crews | docs.crewai.com |
| MCP server | 0/2 | MCP used as tools inside crews (client); no CrewAI MCP server found | docs.crewai.com |
| CLI / headless | 2/2 | CrewAI CLI | docs.crewai.com |
| SDK | 1/1 | Open-source Python framework | github.com |
| Machine-friendly docs | 1/1 | llms.txt | docs.crewai.com |
| Agent-friendly auth & limits | 1/1 | Bearer tokens with documented scope types | docs.crewai.com |
Public-docs review on 2026-10-19; no account was used and no API calls were made. Rubric · Leaderboard
CrewAI alternatives
| Tool | Rank | Agent-Ready | Why | Compare |
|---|---|---|---|---|
| n8n | #1 | 9/10 | Visual workflow plus AI-agent builder with MCP and AI nodes and a self-host option. A builder favorite. | side by side in ranking |
| Zapier | #2 | 10/10 | The largest app-integration catalog, with Copilot, Agents, Tables and Forms on top. | side by side in ranking |
| Make | #3 | 10/10 | Visual scenario builder that offers more control per dollar than Zapier for complex flows. | side by side in ranking |
| Manus | #4 | 5/10 | General-purpose autonomous agent that does research, slides, sites and wide research end to end. | side by side in ranking |
Ranks across use cases
| Use case | Rank | Score | Status |
|---|---|---|---|
| Agent Builders & Automation | #5 | TBD | Initial editorial, pending tests |
Test results
Loadout Score: TBD. No quality test on the published task set has been run yet. Rank history: unchanged since the 2026-10-19 seed (movers).
Notable releases
TBD
Featured in guides
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