Agent platforms
CrewAI vs. LangGraph Platform
Both are Python-first agent frameworks with hosted runtimes. CrewAI emphasizes role-based multi-agent flows; LangGraph emphasizes stateful, long-running graphs.
CrewAI
Open-source framework for orchestrating role-based AI agent teams.
- Pricing
- OSS free; Enterprise tier priced per agent run.
- Hosting
- Hosted + self-hostable
- Founded
- 2023
Strengths
- Python-native, easy to drop into existing codebases.
- Strong pattern for multi-agent role definitions.
Weaknesses
- Production observability is a work in progress.
- Learning curve vs. no-code platforms.
LangGraph Platform
LangChain's hosted runtime for stateful, long-running agent workflows.
- Pricing
- Free dev plan; Plus $39/mo; Enterprise custom.
- Hosting
- Hosted + self-hostable
- Founded
- 2024
Strengths
- Best-in-class state management for long-running agents.
- Battle-tested on real production traffic.
Weaknesses
- Steep learning curve outside the LangChain ecosystem.
- Operational overhead vs. pure-SaaS competitors.
Who should pick which?
Pick CrewAI when
- → You think in terms of agents-with-roles collaborating.
- → You're early in your agent journey.
- → Simplicity matters.
Pick LangGraph Platform when
- → You need rigorous state management and resumability.
- → You're already in the LangChain ecosystem.
- → You're going to production with high traffic.
CrewAI vs. LangGraph Platform — frequently asked questions
Which is better: CrewAI or LangGraph Platform?
Both are Python-first agent frameworks with hosted runtimes. CrewAI emphasizes role-based multi-agent flows; LangGraph emphasizes stateful, long-running graphs.
When should I pick CrewAI?
Pick CrewAI when:
• You think in terms of agents-with-roles collaborating.
• You're early in your agent journey.
• Simplicity matters.
• You think in terms of agents-with-roles collaborating.
• You're early in your agent journey.
• Simplicity matters.
When should I pick LangGraph Platform?
Pick LangGraph Platform when:
• You need rigorous state management and resumability.
• You're already in the LangChain ecosystem.
• You're going to production with high traffic.
• You need rigorous state management and resumability.
• You're already in the LangChain ecosystem.
• You're going to production with high traffic.
What's the price difference between CrewAI and LangGraph Platform?
CrewAI pricing: OSS free; Enterprise tier priced per agent run.
LangGraph Platform pricing: Free dev plan; Plus $39/mo; Enterprise custom.
Pricing changes frequently — we re-verify each tool's pricing periodically.
LangGraph Platform pricing: Free dev plan; Plus $39/mo; Enterprise custom.
Pricing changes frequently — we re-verify each tool's pricing periodically.