CrewAI vs LangGraph
LangGraph scores higher overall: 80/100 (A-tier) vs 76/100 (A-tier) for CrewAI in Agent frameworks & orchestration. CrewAI leads on ease. LangGraph leads on job fit, momentum and trust & maturity. They tie on value, openness & portability and builder/gamer bonus.
Scores are initial editorial estimates from public information, not hands-on tests. How we score →
Side by side
| CrewAI | LangGraph | |
|---|---|---|
| Tier | A | A |
| Overall score | 76/100 | 80/100 |
| Job fit | 18/30 | 23/30 |
| Ease / time-to-first-result | 12/15 | 9/15 |
| Value | 12/15 | 12/15 |
| Momentum | 13/15 | 14/15 |
| Openness & portability | 9/10 | 9/10 |
| Trust & maturity | 8/10 | 9/10 |
| Builder/gamer bonus | 4/5 | 4/5 |
| What it does | Python framework and platform for crews of role-playing agents that collaborate on tasks. | LangChain's low-level framework for building controllable, long-running multi-agent workflows. |
| Best for | You want multi-agent teams with minimal boilerplate. | You need production agents with explicit control flow and persistence. |
| Skip it if | You need fine-grained deterministic control. | You want a no-code tool or a quick script. |
| Pricing | Open-source framework free; hosted platform paid unverified editorial summary, not yet confirmed on an official pricing page | LangSmith Developer $0/seat; Plus $39/seat/mo then pay-as-you-go ✓ verified on the official pricing page, Oct 18, 2026 |
| Starting paid price | Not recorded | $39/seat/mo + usage |
| Free tier | Yes (unverified) | Yes |
| Platforms | Python SDK · web | API · Python SDK · JS SDK |
| Open source | Yes | Yes |
| Official site | crewai.com | langchain.com |
| Last reviewed | Oct 18, 2026 | Oct 18, 2026 |
Which should you pick?
Pick CrewAI if…
You want multi-agent teams with minimal boilerplate.
Pick LangGraph if…
You need production agents with explicit control flow and persistence.
FAQ
Is CrewAI better than LangGraph?
LangGraph scores higher overall: 80/100 (A-tier) vs 76/100 (A-tier) for CrewAI in Agent frameworks & orchestration. CrewAI leads on ease. LangGraph leads on job fit, momentum and trust & maturity. They tie on value, openness & portability and builder/gamer bonus. The better pick depends on the job: choose CrewAI if you want multi-agent teams with minimal boilerplate. Choose LangGraph if you need production agents with explicit control flow and persistence.
Do CrewAI and LangGraph have free tiers?
CrewAI: free tier listed (unverified). LangGraph: free tier listed (verified on the official pricing page Oct 18, 2026). Unverified means an editorial summary not yet confirmed on the vendor's pricing page.
Is CrewAI or LangGraph open source?
CrewAI is listed as open source; LangGraph is listed as open source.
How are these scores calculated?
Both tools are scored out of 100 on the same public rubric (job fit 30, ease 15, value 15, momentum 15, openness 10, trust 10, builder/gamer bonus 5) within their category. Current scores are initial editorial estimates from public information, not hands-on tests. Sponsors cannot buy points.
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