Comparison
langchain vs AutoGPT
Verdict
Pick langchain if langChain is a Python framework for building agents and LLM-powered applications, offering interoperable components and third-party integrations to simplify AI application development; pick AutoGPT if autoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options.
Markdown twin · langchain alternatives · AutoGPT alternatives
GraphCanon updated Sep 30, 2026
21views this month
vs
Trust & integrity
| Signal | langchain | AutoGPT |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Sep 18, 2026 · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- langchain
- The agent engineering platform.
- AutoGPT
- Accessible AI for everyone, providing tools for focus on what matters
Stars
- langchain
- 147k
- AutoGPT
- 187k
Forks
- langchain
- 25k
- AutoGPT
- 46k
Open issues
- langchain
- 541
- AutoGPT
- 593
Language
- langchain
- Python
- AutoGPT
- Python
Adopt for
- langchain
- LangChain is a Python framework for building agents and LLM-powered applications, offering interoperable components and third-party integrations to simplify AI application development.
- AutoGPT
- AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options.
Persona
- langchain
- -
- AutoGPT
- -
Runtime
- langchain
- -
- AutoGPT
- -
License
- langchain
- MIT
- AutoGPT
- AutoGPT's `autogpt_platform/` component is licensed under Polyform Shield, which is free for personal and internal business use but cannot be sold as a competing hosted service. The `classic/` and all
Last pushed
- langchain
- Sep 18, 2026
- AutoGPT
- Sep 18, 2026
Categories
- langchain
- AI Agents, LLM Frameworks
- AutoGPT
- AI Agents, Developer Tools
Trust and health
Open issues (now)
- langchain
- 541
- AutoGPT
- 593
Stars delta
- langchain
- +3.0k (30d)
- AutoGPT
- +801 (30d)
Open issues delta
- langchain
- +78 (30d)
- AutoGPT
- +76 (30d)
Full report
- langchain
- Trust report
- AutoGPT
- Trust report
Typed relationship
langchain integrates AutoGPTThe concept of continuous AI agents in AutoGPT can benefit from integrating with LangChain to leverage its robust agent engineering capabilities and frameworks for better agent management and development.
Choose langchain if…
- License: langchain is MIT, AutoGPT is Other.
- The concept of continuous AI agents in AutoGPT can benefit from integrating with LangChain to leverage its robust agent engineering capabilities and frameworks for better agent management and development.
- Tags unique to langchain: ai-agents, framework, langchain, multiagent.
- Also covers LLM Frameworks.
- When you need a framework that simplifies chaining together interoperable components and third-party integrations for AI application development.
When NOT to use langchain
- If you prefer a framework that does not offer built-in capabilities for common usage patterns such as planning and subagents, as LangChain's Deep Agents provide these features.
- When you need a higher-level abstraction that does not require detailed agent orchestration, as LangChain's LangGraph is designed for low-level control over agent workflows.
Choose AutoGPT if…
- License: AutoGPT is Other, langchain is MIT.
- The concept of continuous AI agents in AutoGPT can benefit from integrating with LangChain to leverage its robust agent engineering capabilities and frameworks for better agent management and development.
- Tags unique to AutoGPT: agentic-ai, ai, artificial-intelligence, autonomous-agents.
- Also covers Developer Tools.
- When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers.
When NOT to use AutoGPT
- If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment.
- When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you.
- If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (langchain-ai/langchain) · observed Sep 20, 2026
- GitHub forks (langchain-ai/langchain) · observed Sep 20, 2026
- Last push (langchain-ai/langchain) · observed Sep 18, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (Significant-Gravitas/AutoGPT) · observed Sep 20, 2026
- GitHub forks (Significant-Gravitas/AutoGPT) · observed Sep 20, 2026
- Last push (Significant-Gravitas/AutoGPT) · observed Sep 18, 2026
- License file (Other) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
GitHub stars on cards: langchain 147k · AutoGPT 187k (synced Sep 20, 2026).
Common questions
- What is the difference between langchain and AutoGPT?
- langchain: The agent engineering platform.. AutoGPT: Accessible AI for everyone, providing tools for focus on what matters. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain over AutoGPT?
- Choose langchain over AutoGPT when License: langchain is MIT, AutoGPT is Other; The concept of continuous AI agents in AutoGPT can benefit from integrating with LangChain to leverage its robust agent engineering capabilities and frameworks for better agent management and development; Tags unique to langchain: ai-agents, framework, langchain, multiagent; Also covers LLM Frameworks; When you need a framework that simplifies chaining together interoperable components and third-party integrations for AI application development.
- When should I choose AutoGPT over langchain?
- Choose AutoGPT over langchain when License: AutoGPT is Other, langchain is MIT; The concept of continuous AI agents in AutoGPT can benefit from integrating with LangChain to leverage its robust agent engineering capabilities and frameworks for better agent management and development; Tags unique to AutoGPT: agentic-ai, ai, artificial-intelligence, autonomous-agents; Also covers Developer Tools; When you need full control over your infrastructure and data, as self-hosting allows you to run AutoGPT on your own servers.
- When should I avoid langchain?
- If you prefer a framework that does not offer built-in capabilities for common usage patterns such as planning and subagents, as LangChain's Deep Agents provide these features. When you need a higher-level abstraction that does not require detailed agent orchestration, as LangChain's LangGraph is designed for low-level control over agent workflows.
- When should I avoid AutoGPT?
- If you require immediate setup without the need for infrastructure management, as the managed service option is more suitable for quick deployment. When you are looking for a fully managed solution with built-in model access, as the managed platform handles updates and operations for you. If you are seeking a paid plan with plan-dependent support, as the self-hosted option relies on community support.
- Is langchain or AutoGPT more popular on GitHub?
- AutoGPT has more GitHub stars (187,424 vs 146,576). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain and AutoGPT open source?
- Yes - both are open-source projects on GitHub (langchain: MIT, AutoGPT: Other).
- Where can I find alternatives to langchain or AutoGPT?
- GraphCanon lists graph-backed alternatives at langchain alternatives and AutoGPT alternatives (langchain markdown twin, AutoGPT markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, langchain or AutoGPT?
- langchain: Very active. AutoGPT: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for langchain and AutoGPT?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain trust report; AutoGPT trust report.