Comparisons
CrewAI vs LangGraph
Side-by-side comparison of features, pricing, and ratings
CrewAI vs LangGraph
| Feature | CrewAI | LangGraph |
|---|---|---|
| Category | Coding Agents | Coding Agents |
| Pricing | Open Source | Open Source |
| Rating | 8.4 /10 Top Rated | 8.3 /10 |
| Role-based agents (role, goal, backstory) | — | |
| Agent → Task → Crew primitives | — | |
| CrewAI Flows (chained, event-driven workflows) | — | |
| Model-agnostic (any LLM provider) | — | |
| Custom tools & function calling | — | |
| Tracing & observability | — | |
| Hosted Enterprise platform | — | |
| Agents as explicit graphs (nodes & edges) | — | |
| First-class state management | — | |
| Conditional branching & loops | — | |
| Human-in-the-loop checkpoints | — | |
| Persistent, resumable execution | — | |
| LangGraph Platform (deploy/monitor/trace) | — | |
| Multi-agent orchestration | — |
Which is better: CrewAI or LangGraph?
Both are excellent tools — your choice depends on specific needs:
C
CrewAI
Choose CrewAI if you
- Summary: 8.4/10 vs 8.3/10
- GitHub ★53,637
- Ease of Use 8.2
L
LangGraph
Choose LangGraph if you
- Developers and engineering teams building production-grade, long-running, or multi-agent systems who need precise control over agent execution