--- title: "autogen vs SAM" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/microsoft-autogen-vs-syntheticautonomicmind-sam" tools: ["microsoft-autogen", "syntheticautonomicmind-sam"] --- # autogen vs SAM *GraphCanon updated Jul 15, 2026* ## Verdict Pick autogen when autogen is primarily Python; SAM is Swift; pick SAM when sAM is primarily Swift; autogen is Python. [autogen](https://microsoft.github.io/autogen/) reports 60k GitHub stars, 9.0k forks, and 945 open issues, last pushed Apr 15, 2026. [SAM](https://github.com/SyntheticAutonomicMind/SAM) has 132 stars, 5 forks, and 0 open issues, last pushed Jul 12, 2026. Figures are from public GitHub metadata via [autogen's repository](https://github.com/microsoft/autogen) and [SAM's repository](https://github.com/SyntheticAutonomicMind/SAM). | | [autogen](/tools/microsoft-autogen.md) | [SAM](/tools/syntheticautonomicmind-sam.md) | | --- | --- | --- | | Tagline | A programming framework for agentic AI | Synthetic Autonomic Mind - An AI assistant for everyone. | | Stars | 59,658 | 132 | | Forks | 8,983 | 5 | | Open issues | 945 | 0 | | Language | Python | Swift | | Adopt for | AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models. | - | | Persona | - | - | | Runtime | - | - | | License | CC-BY-4.0 | GPL-3.0 | | Categories | AI Agents, LLM Frameworks | Computer Vision, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [autogen](/tools/microsoft-autogen.md) | [SAM](/tools/syntheticautonomicmind-sam.md) | | --- | --- | --- | | Maintenance | Steady (60%) | Very active (96%) | | Days since push | 87d | 2d | | Open issues (now) | 945 | 0 | | Full report | [trust report](/tools/microsoft-autogen/trust.md) | [trust report](/tools/syntheticautonomicmind-sam/trust.md) | ## Decision facts: autogen - **Requirements:** Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure. - **Adopt for:** AutoGen is a Python-based framework for developing and managing agentic AI systems. It includes the AutoGen Studio for no-code GUI setup, integrating with various models. ## Choose when ### Choose autogen if… - autogen is primarily Python; SAM is Swift. - License: autogen is CC-BY-4.0, SAM is GPL-3.0. - Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.. - Tags unique to autogen: agentic-agi, agents, ai, autogen. - Also covers AI Agents. - You need a framework that supports integration with multiple AI models via OpenAI's chat completion client. ### Choose SAM if… - SAM is primarily Swift; autogen is Python. - License: SAM is GPL-3.0, autogen is CC-BY-4.0. - Tags unique to SAM: ai-assistant, ai-assistants, ai-tools, apple. - Also covers Computer Vision. ## When NOT to use autogen - If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. - When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. - You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities. ## 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. ## Common questions ### What is the difference between autogen and SAM? autogen: A programming framework for agentic AI. SAM: Synthetic Autonomic Mind - An AI assistant for everyone.. See the comparison table for live GitHub stats and shared categories. ### When should I choose autogen over SAM? Choose autogen over SAM when autogen is primarily Python; SAM is Swift; License: autogen is CC-BY-4.0, SAM is GPL-3.0; Requirements: Min 4 GB RAM; AutoGen requires Python 3.10 or later.; Ensure security when connecting to MCP servers due to the potential for local command execution and sensitive information exposure.; Tags unique to autogen: agentic-agi, agents, ai, autogen; Also covers AI Agents; You need a framework that supports integration with multiple AI models via OpenAI's chat completion client. ### When should I choose SAM over autogen? Choose SAM over autogen when SAM is primarily Swift; autogen is Python; License: SAM is GPL-3.0, autogen is CC-BY-4.0; Tags unique to SAM: ai-assistant, ai-assistants, ai-tools, apple; Also covers Computer Vision. ### When should I avoid autogen? If you require tools supporting multiple programming languages beyond Python, as AutoGen is strictly a Python-based framework. When deploying in environments where connecting to external servers (like those used by MCP) could pose security risks or is prohibited. You need solutions which do not involve additional installations for server components such as `playwright/mcp`, as AutoGen requires this setup for certain functionalities. ### 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 autogen or SAM more popular on GitHub? autogen has more GitHub stars (59,658 vs 132). Stars measure visibility, not whether either tool fits your constraints. ### Are autogen and SAM open source? Yes - both are open-source projects on GitHub (autogen: CC-BY-4.0, SAM: GPL-3.0). ### Where can I find alternatives to autogen or SAM? GraphCanon lists graph-backed alternatives at [autogen alternatives](/tools/microsoft-autogen/alternatives) and [SAM alternatives](/tools/syntheticautonomicmind-sam/alternatives) ([autogen markdown twin](/tools/microsoft-autogen/alternatives.md), [SAM markdown twin](/tools/syntheticautonomicmind-sam/alternatives.md)), 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](/compare/microsoft-autogen-vs-syntheticautonomicmind-sam.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, autogen or SAM? autogen: Steady. 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 autogen and SAM? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [autogen trust report](/tools/microsoft-autogen/trust); [SAM trust report](/tools/syntheticautonomicmind-sam/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=microsoft-autogen`](/api/graphcanon/graph?tool=microsoft-autogen) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_