--- title: "LocalAI vs SAM" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/mudler-localai-vs-syntheticautonomicmind-sam" tools: ["mudler-localai", "syntheticautonomicmind-sam"] --- # LocalAI vs SAM *GraphCanon updated Jul 15, 2026* ## Verdict Pick LocalAI when localAI is primarily Go; SAM is Swift; pick SAM when sAM is primarily Swift; LocalAI is Go. [LocalAI](https://localai.io) reports 47k GitHub stars, 4.2k forks, and 207 open issues, last pushed Jul 11, 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 [LocalAI's repository](https://github.com/mudler/LocalAI) and [SAM's repository](https://github.com/SyntheticAutonomicMind/SAM). | | [LocalAI](/tools/mudler-localai.md) | [SAM](/tools/syntheticautonomicmind-sam.md) | | --- | --- | --- | | Tagline | Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. | Synthetic Autonomic Mind - An AI assistant for everyone. | | Stars | 47,477 | 132 | | Forks | 4,221 | 5 | | Open issues | 207 | 0 | | Language | Go | Swift | | Adopt for | LocalAI is an open-source AI engine that supports the deployment of various models including LLMs and applications related to vision and audio across multiple hardware types without needing a GPU. | - | | Persona | - | - | | Runtime | - | - | | License | MIT | GPL-3.0 | | Categories | Computer Vision, LLM Frameworks, Speech & Audio | Computer Vision, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [LocalAI](/tools/mudler-localai.md) | [SAM](/tools/syntheticautonomicmind-sam.md) | | --- | --- | --- | | Days since push | 0d | 2d | | Open issues (now) | 207 | 0 | | Owner type | User | Organization | | Full report | [trust report](/tools/mudler-localai/trust.md) | [trust report](/tools/syntheticautonomicmind-sam/trust.md) | ## Decision facts: LocalAI - **Pricing:** freemium - As an open-source project under the MIT license, it is free to use and distribute. - **Adopt for:** LocalAI is an open-source AI engine that supports the deployment of various models including LLMs and applications related to vision and audio across multiple hardware types without needing a GPU. ## Choose when ### Choose LocalAI if… - LocalAI is primarily Go; SAM is Swift. - License: LocalAI is MIT, SAM is GPL-3.0. - Pricing: As an open-source project under the MIT license, it is free to use and distribute.. - Tags unique to LocalAI: agents, ai, api, audio generation. - Also covers Speech & Audio. - LocalAI ships Docker support for self-hosted deployment. - Use LocalAI when you need model flexibility, as it can run different types of models (LLMs, computer vision, speech & audio) on any type of hardware. ### Choose SAM if… - SAM is primarily Swift; LocalAI is Go. - License: SAM is GPL-3.0, LocalAI is MIT. - Tags unique to SAM: ai-assistant, ai-assistants, ai-tools, apple. ## When NOT to use LocalAI - Avoid LocalAI if you need to leverage GPU-specific optimizations for performance acceleration as it promotes no-GPU usage, potentially sacrificing speed for accessibility. - Do not use LocalAI where specific language runtime environments are required that do not align with Go (the language in which LocalAI is written). ## 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 LocalAI and SAM? LocalAI: Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.. SAM: Synthetic Autonomic Mind - An AI assistant for everyone.. See the comparison table for live GitHub stats and shared categories. ### When should I choose LocalAI over SAM? Choose LocalAI over SAM when LocalAI is primarily Go; SAM is Swift; License: LocalAI is MIT, SAM is GPL-3.0; Pricing: As an open-source project under the MIT license, it is free to use and distribute.; Tags unique to LocalAI: agents, ai, api, audio generation; Also covers Speech & Audio; LocalAI ships Docker support for self-hosted deployment; Use LocalAI when you need model flexibility, as it can run different types of models (LLMs, computer vision, speech & audio) on any type of hardware. ### When should I choose SAM over LocalAI? Choose SAM over LocalAI when SAM is primarily Swift; LocalAI is Go; License: SAM is GPL-3.0, LocalAI is MIT; Tags unique to SAM: ai-assistant, ai-assistants, ai-tools, apple. ### When should I avoid LocalAI? Avoid LocalAI if you need to leverage GPU-specific optimizations for performance acceleration as it promotes no-GPU usage, potentially sacrificing speed for accessibility. Do not use LocalAI where specific language runtime environments are required that do not align with Go (the language in which LocalAI is written). ### 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 LocalAI or SAM more popular on GitHub? LocalAI has more GitHub stars (47,477 vs 132). Stars measure visibility, not whether either tool fits your constraints. ### Are LocalAI and SAM open source? Yes - both are open-source projects on GitHub (LocalAI: MIT, SAM: GPL-3.0). ### Where can I find alternatives to LocalAI or SAM? GraphCanon lists graph-backed alternatives at [LocalAI alternatives](/tools/mudler-localai/alternatives) and [SAM alternatives](/tools/syntheticautonomicmind-sam/alternatives) ([LocalAI markdown twin](/tools/mudler-localai/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/mudler-localai-vs-syntheticautonomicmind-sam.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, LocalAI or SAM? LocalAI: 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 LocalAI and SAM? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [LocalAI trust report](/tools/mudler-localai/trust); [SAM trust report](/tools/syntheticautonomicmind-sam/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=mudler-localai`](/api/graphcanon/graph?tool=mudler-localai) - 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/_