Comparison
AutoGPT vs SAM
Verdict
Pick AutoGPT when autoGPT is primarily Python; SAM is Swift; pick SAM when sAM is primarily Swift; AutoGPT is Python.
Markdown twin · AutoGPT alternatives · SAM alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | AutoGPT | SAM |
|---|---|---|
| Maintenance | Very active (0d since push) As of 4d · github_public_v1 | Very active (2d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 4d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 4d · osv@v1 | No lockfile (source not queried) As of today · 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
- AutoGPT
- AutoGPT is the vision of accessible AI for everyone, to use and to build on.
- SAM
- Synthetic Autonomic Mind - An AI assistant for everyone.
Stars
- AutoGPT
- 185k
- SAM
- 132
Forks
- AutoGPT
- 46k
- SAM
- 5
Open issues
- AutoGPT
- 494
- SAM
- 0
Language
- AutoGPT
- Python
- SAM
- Swift
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.
- SAM
- -
Persona
- AutoGPT
- -
- SAM
- -
Runtime
- AutoGPT
- -
- SAM
- -
License
- AutoGPT
- Other
- SAM
- GPL-3.0
Last pushed
- AutoGPT
- Jul 11, 2026
- SAM
- Jul 12, 2026
Categories
- AutoGPT
- AI Agents, LLM Frameworks
- SAM
- Computer Vision, LLM Frameworks
Trust and health
Days since push
- AutoGPT
- 0d
- SAM
- 2d
Open issues (now)
- AutoGPT
- 494
- SAM
- 0
Full report
- AutoGPT
- Trust report
- SAM
- Trust report
Choose AutoGPT if…
- AutoGPT is primarily Python; SAM is Swift.
- License: AutoGPT is Other, SAM is GPL-3.0.
- Tags unique to AutoGPT: agentic-ai, agents, ai, autonomous-agents.
- Also covers AI Agents.
- 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 SAM if…
- SAM is primarily Swift; AutoGPT is Python.
- License: SAM is GPL-3.0, AutoGPT is Other.
- Tags unique to SAM: ai-assistant, ai-assistants, ai-tools, apple.
- Also covers Computer Vision.
When NOT to use SAM
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
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 (SyntheticAutonomicMind/SAM) · observed Jul 15, 2026
- GitHub forks (SyntheticAutonomicMind/SAM) · observed Jul 15, 2026
- Last push (SyntheticAutonomicMind/SAM) · observed Jul 12, 2026
- License file (GPL-3.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: AutoGPT 185k · SAM 132 (synced Jul 11, 2026).
Common questions
- What is the difference between AutoGPT and SAM?
- AutoGPT: AutoGPT is the vision of accessible AI for everyone, to use and to build on.. SAM: Synthetic Autonomic Mind - An AI assistant for everyone.. See the comparison table for live GitHub stats and shared categories.
- When should I choose AutoGPT over SAM?
- Choose AutoGPT over SAM when AutoGPT is primarily Python; SAM is Swift; License: AutoGPT is Other, SAM is GPL-3.0; Tags unique to AutoGPT: agentic-ai, agents, ai, autonomous-agents; Also covers AI Agents; When you need to rapidly prototype or deploy an autonomous agent using existing language models without deep AI expertise.
- When should I choose SAM over AutoGPT?
- Choose SAM over AutoGPT when SAM is primarily Swift; AutoGPT is Python; License: SAM is GPL-3.0, AutoGPT is Other; Tags unique to SAM: ai-assistant, ai-assistants, ai-tools, apple; Also covers Computer Vision.
- 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 SAM?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is AutoGPT or SAM more popular on GitHub?
- AutoGPT has more GitHub stars (185,464 vs 132). Stars measure visibility, not whether either tool fits your constraints.
- Are AutoGPT and SAM open source?
- Yes - both are open-source projects on GitHub (AutoGPT: Other, SAM: GPL-3.0).
- Where can I find alternatives to AutoGPT or SAM?
- GraphCanon lists graph-backed alternatives at AutoGPT alternatives and SAM alternatives (AutoGPT markdown twin, SAM 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 SAM?
- AutoGPT: Very active. SAM: 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 AutoGPT and SAM?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: AutoGPT trust report; SAM trust report.