Criterion CrewAI LangChain
CategoryAI Agents & FrameworksAI Agents & Frameworks
In one sentenceOpen-source Python framework for teams of role-based AI agents, with a hosted platform for building and running them.Open-source framework for building LLM apps and agents that work with many model providers.
Problem it solvesCoordinating multiple AI agents and complex workflows without building orchestration from scratch.Wiring models, tools, data sources and agent logic together without writing custom glue for every provider.
Free planYesYes
Developer APIYes — docsYes — docs
Open sourceYesYes
PlatformsPython, Web (CrewAI platform)Python, JavaScript/TypeScript
Pricing (summary)The CrewAI framework is free under MIT. The hosted platform has a free Basic plan with 50 workflow executions per month and a custom-priced Enterprise plan. Model API costs are separate.
Checked 2026-10-19
The LangChain framework is free under the MIT licence. LangSmith, sold separately, has a free Developer plan (1 seat, 5k base traces/month), Plus at $39/seat/month with 10k traces, and custom Enterprise.
Checked 2026-10-19
Strengths
  • Easy multi-agent abstraction
  • MIT licence
  • Free hosted tier
  • Free and open source
  • Very broad ecosystem
  • Works across many providers
Limitations
  • Free plan limited to 50 workflow executions per month
  • No published price between Free and Enterprise
  • Python 3.10-3.13 only
  • Abstractions add complexity for simple apps
  • You still pay model providers separately
  • Observability and deployment require LangSmith, a paid product beyond the free tier