Comparison
AutoGPT vs SAM
Verdict
Pick AutoGPT if autoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options; pick SAM if sAM is an AI assistant for macOS systems with Apple Silicon built in Swift and supports local LLM models, offering installation via Homebrew.
Markdown twin · AutoGPT alternatives · SAM alternatives
GraphCanon updated Sep 20, 2026
9views this month
vs
Trust & integrity
| Signal | AutoGPT | SAM |
|---|---|---|
| Maintenance | Very active (0d since push) As of Sep 18, 2026 · github_public_v1 | Very active (1d since push) As of Sep 20, 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 20, 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 Jul 15, 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
- AutoGPT
- Accessible AI for everyone, providing tools for focus on what matters
- SAM
- An AI assistant for everyone
Stars
- AutoGPT
- 187k
- SAM
- 130
Forks
- AutoGPT
- 46k
- SAM
- 6
Open issues
- AutoGPT
- 593
- SAM
- 0
Language
- AutoGPT
- Python
- SAM
- Swift
Adopt for
- AutoGPT
- AutoGPT is a platform for building and using autonomous AI agents, offering both self-hosting and managed service options.
- SAM
- SAM is an AI assistant for macOS systems with Apple Silicon built in Swift and supports local LLM models, offering installation via Homebrew.
Persona
- AutoGPT
- -
- SAM
- -
Runtime
- AutoGPT
- -
- SAM
- -
License
- 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
- SAM
- GPL-3.0
Last pushed
- AutoGPT
- Sep 18, 2026
- SAM
- Sep 19, 2026
Categories
- AutoGPT
- AI Agents, Developer Tools
- SAM
- AI Agents, LLM Frameworks
Trust and health
Days since push
- AutoGPT
- 0d
- SAM
- 1d
Open issues (now)
- AutoGPT
- 593
- SAM
- 0
Stars delta
- AutoGPT
- +801 (30d)
- SAM
- 0 (30d)
Open issues delta
- AutoGPT
- +76 (30d)
- SAM
- 0 (30d)
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, artificial-intelligence.
- 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.
Choose SAM if…
- SAM is primarily Swift; AutoGPT is Python.
- License: SAM is GPL-3.0, AutoGPT is Other.
- Requirements: Min 4 GB RAM; For optimal use with local AI models, a system with 16GB+ RAM is recommended.; The system should be equipped with macOS 14.0 (Sonoma) or later..
- Tags unique to SAM: ai-assistants, apple-silicon, open-source.
- Also covers LLM Frameworks.
- You should use SAM when you are working on a macOS system equipped with Apple Silicon as it is optimized for such hardware.
When NOT to use SAM
- Avoid using SAM if you are developing on an Intel-based Mac or any system running a different operating system as it is specifically designed for macOS and Apple Silicon.
- Do not opt for SAM if your project requires low memory consumption, because supporting local AI models typically demands high RAM (16GB+) and significant disk space.
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 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 (SyntheticAutonomicMind/SAM) · observed Sep 20, 2026
- GitHub forks (SyntheticAutonomicMind/SAM) · observed Sep 20, 2026
- Last push (SyntheticAutonomicMind/SAM) · observed Sep 19, 2026
- License file (GPL-3.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: AutoGPT 187k · SAM 130 (synced Sep 20, 2026).
Common questions
- What is the difference between AutoGPT and SAM?
- AutoGPT: Accessible AI for everyone, providing tools for focus on what matters. SAM: 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, artificial-intelligence; 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 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; Requirements: Min 4 GB RAM; For optimal use with local AI models, a system with 16GB+ RAM is recommended.; The system should be equipped with macOS 14.0 (Sonoma) or later.; Tags unique to SAM: ai-assistants, apple-silicon, open-source; Also covers LLM Frameworks; You should use SAM when you are working on a macOS system equipped with Apple Silicon as it is optimized for such hardware.
- 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.
- When should I avoid SAM?
- Avoid using SAM if you are developing on an Intel-based Mac or any system running a different operating system as it is specifically designed for macOS and Apple Silicon. Do not opt for SAM if your project requires low memory consumption, because supporting local AI models typically demands high RAM (16GB+) and significant disk space.
- Is AutoGPT or SAM more popular on GitHub?
- AutoGPT has more GitHub stars (187,424 vs 130). 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.