CrewAI vs LangGraph Platform Cost Comparison 2026
Which framework Enterprise tier costs less for a production multi-agent workload, before token cost?
LangGraph Platform wins on transparency: published $39 per seat Plus tier, published $1.50 per LCU, published $0.0036 per minute uptime. CrewAI Enterprise is quote only. Pick LangGraph if you need a forecastable bill; engage CrewAI sales if you need on-site support and the 50 hours of monthly development bundled with Enterprise.
Side by side
CrewAI
CrewAI: open source library free, Basic plan free with 50 workflow executions per month, Enterprise quote only with on-site support and 50 hours of development per month bundled.
Where CrewAI wins
- Open-source framework is free and self-hostable
- Enterprise tier bundles 50 hours of dev support per month
- Simpler mental model (no separate compute meter)
LangGraph Platform
LangChain LangGraph Platform: Developer free, Plus $39 per seat, plus $1.50 per LCU compute, plus $0.0036 per minute production uptime ($155 / mo per always-on deployment).
Where LangGraph Platform wins
- Fully published rate card for the entry paid tier
- Granular metering (seat + LCU + uptime + sandbox)
- LangSmith tracing tightly coupled in the same product
Feature heatmap
Green = included on the cheapest published plan. Amber = partial or add-on. Red = not included. Grey = quote only, cannot confirm.
| Feature | CrewAI | LangGraph Platform |
|---|---|---|
| Fully published Enterprise pricing | ✗ | ◐ |
| Free entry tier | ✓ | ✓ |
| Built-in observability | ◐ | ✓ |
| Self-hostable open-source library | ✓ | ✓ |
| On-site support included in Enterprise | ✓ | ? |
| Predictable monthly seat cost | ✗ | ◐ |
Switching cost
If you are on the wrong one
Migrating an existing CrewAI Crew to LangGraph means rewriting the Agent / Task / Crew abstractions as a directed graph of LangGraph nodes. Typical 4 to 8 week refactor for a non-trivial multi-agent system, plus retraining tool-use prompts.
How to validate before signing
Run a fixed test corpus across both vendors for at least 30 days, log per-interaction cost in both systems, and confirm the unit of billing (conversation, resolution, message, task) matches your accounting model before committing to an annual deal.