CrewAI vs AutoGPT vs LangChain vs n8n
A side-by-side look at scores, pricing and features — with RECATOOLS' ASEAN-aware verdict for each.
CrewAI
Open-source framework and enterprise platform for teams of AI agents
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AutoGPT
The 2023 open-source agent, now a hosted team of AI Experts
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LangChain
MIT-licensed framework for building LLM agents in Python and JavaScrip...
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n8n
Source-available workflow automation with AI agents
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| RECATOOLS Score | 7.6 / 10 | 6 / 10 | 8.1 / 10 | 8.4 / 10 |
| Capability | ||||
| Value for money | ||||
| Ease of use | ||||
| ASEAN readiness | ||||
| API quality | ||||
| Pricing | Open Source | Freemium | Open Source | Freemium |
| Free tier | MIT-licensed framework free to self-host; hosted Basic plan free with 50 workflow executions a month | Self-hosting is free of licence fees (you pay your own servers and model APIs); hosted Pro has a 7-day trial with a card | LangChain, LangGraph and deepagents are free under MIT; LangSmith Developer is free for 1 seat with 5k base traces a month | Community Edition is free to self-host under the Sustainable Use License: unlimited users and active workflows; no free cloud plan |
| Paid from | Enterprise platform quoted on request, with a trial | $50/month (Pro, monthly) or $42.50/month billed yearly; workflow runs billed from a credit wallet | $39/seat/month (LangSmith Plus, 10k base traces included), then usage | €24/month (Starter, billed monthly) or €20/month billed annually; self-hosting is free |
| Has API | ✓ | ✗ | ✓ | ✓ |
| Open source | ✓ | ✓ | ✓ | ✓ |
| Free to use | ✓ | ✓ | ✓ | ✓ |
| Users | 20m+ downloads | 100k+ GitHub stars | 1m+ developers | 200k+ installations |
| Founded | 2023 | 2023 | 2022 | 2019 |
| Maker | Joao Moura | Determinist Ltd | LangChain Inc. | Jan Oberhauser |
| Verdict | CrewAI is one of the more approachable ways to build multi-agent systems in Python: role-based agents organised into crews, flows for deterministic control, an MIT licence and a fast release cadence. The enterprise platf... |
AutoGPT has moved a long way from the 2023 terminal agent. The hosted platform now sells a team of named AI Experts coordinated by Otto, on top of a capable visual builder with schedules, triggers, MCP tools and browser... |
LangChain is the quickest way to get an agent working across many model providers, and since 1.0 it is a steadier dependency: one create_agent entry point, LangGraph's durable runtime underneath, frequent releases and a... |
n8n is a source-available workflow automation platform that connects hundreds of apps through a visual node editor, with the rare ability to self-host for full data control and add custom code where the interface runs ou... |
| Directory listing → | Directory listing → | Full review → | Full review → |
Comparisons cover up to 4 tools. Scores are RECATOOLS editorial assessments; verify current pricing on each vendor's site.