CrewAI vs LangGraph

CrewAI is freemium — a usable free tier with paid plans above it. LangGraph is free, with no paid plan attached. Both are listed under Agent Frameworks (Developers), so this is a like-for-like comparison. Neither is ranked above the other — Flocci carries no sponsored placement.

CrewAI vs LangGraph — straight answers

CrewAI vs LangGraph: what is the difference?

CrewAI is freemium — a usable free tier with paid plans above it and is listed for role-based multi-agent 'crews'. LangGraph is free, with no paid plan attached and is listed for build stateful, multi-agent apps as graphs. Both sit in Agent Frameworks (Developers).

Is CrewAI or LangGraph cheaper to start with?

LangGraph is the cheaper starting point: it is free, with no paid plan attached, while CrewAI is freemium — a usable free tier with paid plans above it. Pricing tiers here come from the catalog, not from a promotional page.

Which should I choose, CrewAI or LangGraph?

Choose CrewAI if you need role-based multi-agent 'crews'; choose LangGraph if you need build stateful, multi-agent apps as graphs. Flocci AI Tools does not rank one above the other — it shows both feature sets side by side and lets the requirement decide.

CrewAI compared with LangGraph: pricing tier, category, listed capabilities and links.
 CrewAILangGraph
Pricing tierFree tier + paid plansFree
Free to startYesYes
CategoryAI Agents & AutomationAI Agents & Automation
TypeAgent Frameworks (Developers)Agent Frameworks (Developers)
Listed capabilities
  • Role-based multi-agent 'crews'
  • Simple Python API for collaboration
  • Tasks, tools and flows
  • Open-source core
  • Build stateful, multi-agent apps as graphs
  • Human-in-the-loop and durable execution
  • Works with any LLM
  • Open-source with a hosted platform
Tagsframework, multi-agent, crews, orchestration, python, open-sourceframework, langchain, agents, orchestration, graph, open-source
Websitecrewai.comlangchain.com
Full pageCrewAI details →LangGraph details →
AlternativesCrewAI alternatives →LangGraph alternatives →

Agno

Agent Frameworks (Developers)
free
  • Open-source (Apache-2.0) Python framework, 41.7k GitHub stars
  • AgentOS: FastAPI-based production runtime for deploying agents
  • Control-plane UI for monitoring live agent systems across clouds

AWS Strands Agents

Agent Frameworks (Developers)
free
  • Open-source (6,800+ stars) Python and TypeScript SDK from AWS
  • Steering handlers/hooks that catch agent mistakes before execution
  • Native Bedrock and AWS AgentCore integration, plus any-LLM support

DSPy

Agent Frameworks (Developers)
free
  • Open-source (MIT) framework from Stanford NLP, 37k+ GitHub stars
  • Compiles/optimizes prompts automatically against metrics instead of manual prompt tuning
  • Production use at Databricks, Shopify, Dropbox, AWS; Shopify reports ~550x cost reduction

Google Agent Development Kit (ADK)

Agent Frameworks (Developers)
free
  • Open-source Python/Java framework from Google for building multi-agent systems
  • Native integration with Vertex AI Agent Engine and Gemini models
  • Model-agnostic — works with non-Google LLMs via LiteLLM

Mastra

Agent Frameworks (Developers)
free
  • Open-source TypeScript framework (Apache 2.0) for agents, workflows and RAG
  • Drops directly into existing React/Next.js apps or runs standalone
  • Built-in workflow engine with suspend/resume and human-in-the-loop steps

Microsoft AutoGen

Agent Frameworks (Developers)
free
  • Multi-agent conversation framework
  • Event-driven, async agent design
  • Studio UI for prototyping
  • Fully open-source