--- title: "ALERT vs LocalAI" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/babelscape-alert-vs-mudler-localai" tools: ["babelscape-alert", "mudler-localai"] --- # ALERT vs LocalAI *GraphCanon updated Jul 15, 2026* ## Verdict Pick ALERT when aLERT is primarily Python; LocalAI is Go; pick LocalAI when localAI is primarily Go; ALERT is Python. [ALERT](https://arxiv.org/abs/2404.08676) reports 60 GitHub stars, 9 forks, and 0 open issues, last pushed Sep 20, 2024. [LocalAI](https://localai.io) has 47k stars, 4.2k forks, and 207 open issues, last pushed Jul 11, 2026. Figures are from public GitHub metadata via [ALERT's repository](https://github.com/Babelscape/ALERT) and [LocalAI's repository](https://github.com/mudler/LocalAI). | | [ALERT](/tools/babelscape-alert.md) | [LocalAI](/tools/mudler-localai.md) | | --- | --- | --- | | Tagline | Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming" | Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required. | | Stars | 60 | 47,477 | | Forks | 9 | 4,221 | | Open issues | 0 | 207 | | Language | Python | Go | | 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 | Other | MIT | | Categories | Computer Vision, LLM Frameworks, Model Training | Computer Vision, LLM Frameworks, Speech & Audio | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ALERT](/tools/babelscape-alert.md) | [LocalAI](/tools/mudler-localai.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 663d | 0d | | Open issues (now) | 0 | 207 | | Owner type | Organization | User | | Full report | [trust report](/tools/babelscape-alert/trust.md) | [trust report](/tools/mudler-localai/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 ALERT if… - ALERT is primarily Python; LocalAI is Go. - License: ALERT is Other, LocalAI is MIT. - Tags unique to ALERT: artificial-intelligence, benchmark, bias-detection, llm. - Also covers Model Training. ### Choose LocalAI if… - LocalAI is primarily Go; ALERT is Python. - License: LocalAI is MIT, ALERT is Other. - Pricing: As an open-source project under the MIT license, it is free to use and distribute.. - Tags unique to LocalAI: agents, api, audio generation, decentralized. - 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 NOT to use ALERT - Last GitHub push was 663 days ago (dormant maintenance, Sep 20, 2024). Validate activity before betting a new project on ALERT. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ## 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). ## Common questions ### What is the difference between ALERT and LocalAI? ALERT: Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming". LocalAI: Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.. See the comparison table for live GitHub stats and shared categories. ### When should I choose ALERT over LocalAI? Choose ALERT over LocalAI when ALERT is primarily Python; LocalAI is Go; License: ALERT is Other, LocalAI is MIT; Tags unique to ALERT: artificial-intelligence, benchmark, bias-detection, llm; Also covers Model Training. ### When should I choose LocalAI over ALERT? Choose LocalAI over ALERT when LocalAI is primarily Go; ALERT is Python; License: LocalAI is MIT, ALERT is Other; Pricing: As an open-source project under the MIT license, it is free to use and distribute.; Tags unique to LocalAI: agents, api, audio generation, decentralized; 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 avoid ALERT? Last GitHub push was 663 days ago (dormant maintenance, Sep 20, 2024). Validate activity before betting a new project on ALERT. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Model Training: Try prompting and RAG first; fine-tuning is the answer to style/format, not missing knowledge. ### 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). ### Is ALERT or LocalAI more popular on GitHub? LocalAI has more GitHub stars (47,477 vs 60). Stars measure visibility, not whether either tool fits your constraints. ### Are ALERT and LocalAI open source? Yes - both are open-source projects on GitHub (ALERT: Other, LocalAI: MIT). ### Where can I find alternatives to ALERT or LocalAI? GraphCanon lists graph-backed alternatives at [ALERT alternatives](/tools/babelscape-alert/alternatives) and [LocalAI alternatives](/tools/mudler-localai/alternatives) ([ALERT markdown twin](/tools/babelscape-alert/alternatives.md), [LocalAI markdown twin](/tools/mudler-localai/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/babelscape-alert-vs-mudler-localai.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ALERT or LocalAI? ALERT: Dormant. LocalAI: 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 ALERT and LocalAI? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ALERT trust report](/tools/babelscape-alert/trust); [LocalAI trust report](/tools/mudler-localai/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=babelscape-alert`](/api/graphcanon/graph?tool=babelscape-alert) - 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/_