Comparison
AutoGPT vs AutoDefense
Verdict
Pick AutoGPT when license: AutoGPT is Other, AutoDefense is MIT; pick AutoDefense when license: AutoDefense is MIT, AutoGPT is Other.
Markdown twin · AutoGPT alternatives · AutoDefense alternatives
GraphCanon updated today
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Trust & integrity
| Signal | AutoGPT | AutoDefense |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (177d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- AutoGPT
- AutoGPT is the vision of accessible AI for everyone, to use and to build on.
- AutoDefense
- AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks
Stars
- AutoGPT
- 185k
- AutoDefense
- 68
Forks
- AutoGPT
- 46k
- AutoDefense
- 20
Open issues
- AutoGPT
- 494
- AutoDefense
- 1
Language
- AutoGPT
- Python
- AutoDefense
- Python
Adopt for
- AutoGPT
- AutoGPT is a Python-based tool for creating accessible autonomous AI agents that can leverage various LLM APIs including OpenAI's GPT and Anthropic's Claude.
- AutoDefense
- -
Persona
- AutoGPT
- -
- AutoDefense
- -
Runtime
- AutoGPT
- -
- AutoDefense
- -
License
- AutoGPT
- Other
- AutoDefense
- MIT
Last pushed
- AutoGPT
- Jul 11, 2026
- AutoDefense
- Jan 15, 2026
Categories
- AutoGPT
- AI Agents, LLM Frameworks
- AutoDefense
- LLM Frameworks, AI Agents, Inference & Serving
Trust and health
Maintenance
- AutoGPT
- Very active (96%)
- AutoDefense
- Slowing (36%)
Days since push
- AutoGPT
- 0d
- AutoDefense
- 177d
Open issues (now)
- AutoGPT
- 494
- AutoDefense
- 1
Owner type
- AutoGPT
- Organization
- AutoDefense
- User
Full report
- AutoGPT
- Trust report
- AutoDefense
- Trust report
Choose AutoGPT if…
- License: AutoGPT is Other, AutoDefense is MIT.
- Tags unique to AutoGPT: agents, llm, ai, artificial-intelligence.
- When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
When NOT to use AutoGPT
- Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework.
- If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
Choose AutoDefense if…
- License: AutoDefense is MIT, AutoGPT is Other.
- Tags unique to AutoDefense: python.
- Also covers Inference & Serving.
When NOT to use AutoDefense
- Last GitHub push was 177 days ago (slowing maintenance, Jan 15, 2026). Validate activity before betting a new project on AutoDefense.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (Significant-Gravitas/AutoGPT) · observed Jul 11, 2026
- GitHub forks (Significant-Gravitas/AutoGPT) · observed Jul 11, 2026
- Last push (Significant-Gravitas/AutoGPT) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (XHMY/AutoDefense) · observed Jul 11, 2026
- GitHub forks (XHMY/AutoDefense) · observed Jul 11, 2026
- Last push (XHMY/AutoDefense) · observed Jan 15, 2026
- License file (MIT) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: AutoGPT 185k · AutoDefense 68 (synced Jul 11, 2026).
Common questions
- What is the difference between AutoGPT and AutoDefense?
- AutoGPT: AutoGPT is the vision of accessible AI for everyone, to use and to build on.. AutoDefense: AutoDefense: Multi-Agent LLM Defense against Jailbreak Attacks. See the comparison table for live GitHub stats and shared categories.
- When should I choose AutoGPT over AutoDefense?
- Choose AutoGPT over AutoDefense when License: AutoGPT is Other, AutoDefense is MIT; Tags unique to AutoGPT: agents, llm, ai, artificial-intelligence; When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
- When should I choose AutoDefense over AutoGPT?
- Choose AutoDefense over AutoGPT when License: AutoDefense is MIT, AutoGPT is Other; Tags unique to AutoDefense: python; Also covers Inference & Serving.
- When should I avoid AutoGPT?
- Avoid if you require absolute control over the underlying AI infrastructure and APIs used by your autonomous agents, as AutoGPT imposes its own framework. If your project demands proprietary or specialized models that aren't supported by AutoGPT's API ecosystem (e.g., custom TensorFlow or PyTorch models), consider other tools.
- When should I avoid AutoDefense?
- Last GitHub push was 177 days ago (slowing maintenance, Jan 15, 2026). Validate activity before betting a new project on AutoDefense. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- Is AutoGPT or AutoDefense more popular on GitHub?
- AutoGPT has more GitHub stars (185,464 vs 68). Stars measure visibility, not whether either tool fits your constraints.
- Are AutoGPT and AutoDefense open source?
- Yes - both are open-source projects on GitHub (AutoGPT: Other, AutoDefense: MIT).
- Where can I find alternatives to AutoGPT or AutoDefense?
- GraphCanon lists graph-backed alternatives at AutoGPT alternatives and AutoDefense alternatives (AutoGPT markdown twin, AutoDefense 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, AutoGPT or AutoDefense?
- AutoGPT: Very active. AutoDefense: Slowing. 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 AutoGPT and AutoDefense?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AutoGPT trust report; AutoDefense trust report.