--- title: "ai-gateway vs ODS" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/ferro-labs-ai-gateway-vs-osmantic-ods" tools: ["ferro-labs-ai-gateway", "osmantic-ods"] --- # ai-gateway vs ODS *GraphCanon updated Aug 9, 2026* ## Verdict Pick ai-gateway if ai-gateway from Ferro Labs supports over 30 LLMs with integrated caching, guardrails, A/B testing, and cost controls, making it ideal for managing multiple language models in a production environment; pick ODS if oDS is an AI platform for local deployment on PCs, enhancing them into capable servers with LLM inference, chat UI, voice integration, AI agents, workflows. [ai-gateway](https://docs.ferrolabs.ai) reports 219 GitHub stars, 33 forks, and 63 open issues, last pushed Aug 7, 2026. [ODS](https://discord.gg/qGVygYada3) has 3.8k stars, 551 forks, and 275 open issues, last pushed Jul 29, 2026. Figures are from public GitHub metadata via [ai-gateway's repository](https://github.com/ferro-labs/ai-gateway) and [ODS's repository](https://github.com/Osmantic/ODS). | | [ai-gateway](/tools/ferro-labs-ai-gateway.md) | [ODS](/tools/osmantic-ods.md) | | --- | --- | --- | | Tagline | Unified AI Gateway for multiple LLMs with caching, guardrails, A/B testing, and cost controls | Transform personal computers into AI servers. | | Stars | 219 | 3,799 | | Forks | 33 | 551 | | Open issues | 63 | 275 | | Language | Go | Python | | Adopt for | ai-gateway from Ferro Labs supports over 30 LLMs with integrated caching, guardrails, A/B testing, and cost controls, making it ideal for managing multiple language models in a production environment. | ODS is an AI platform for local deployment on PCs, enhancing them into capable servers with LLM inference, chat UI, voice integration, AI agents, workflows, RAG, and image generation. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 - a permissive free software license | Apache-2.0 | | Categories | Inference & Serving, Model Training | AI Agents, Computer Vision, Inference & Serving, Speech & Audio | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [ai-gateway](/tools/ferro-labs-ai-gateway.md) | [ODS](/tools/osmantic-ods.md) | | --- | --- | --- | | Days since push | 2d | 0d | | Open issues (now) | 63 | 275 | | Full report | [trust report](/tools/ferro-labs-ai-gateway/trust.md) | [trust report](/tools/osmantic-ods/trust.md) | ## Decision facts: ai-gateway - **Adopt for:** ai-gateway from Ferro Labs supports over 30 LLMs with integrated caching, guardrails, A/B testing, and cost controls, making it ideal for managing multiple language models in a production environment. - **License detail:** Apache-2.0 - a permissive free software license ## Decision facts: ODS - **Adopt for:** ODS is an AI platform for local deployment on PCs, enhancing them into capable servers with LLM inference, chat UI, voice integration, AI agents, workflows, RAG, and image generation. ## Choose when ### Choose ai-gateway if… - ai-gateway is primarily Go; ODS is Python. - Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy. - Also covers Model Training. - When you need to integrate more than 30 different LLM services including OpenAI and Anthropic ### Choose ODS if… - ODS is primarily Python; ai-gateway is Go. - Tags unique to ODS: ai-agents, amd, docker, llm. - Also covers AI Agents, Computer Vision, Speech & Audio. - You prioritize owning your data over using cloud services ## When NOT to use ai-gateway - If your project only involves one or two LLMs which does not necessitate the gateway's broad compatibility features - For small-scale projects that do not require comprehensive cost analysis tools - When custom integration for specific guardrails is required, as ai-gateway offers generalized settings ## When NOT to use ODS - Cloud solutions are preferred for their scalability and resources - You need specific AI capabilities not covered by ODS models - Exact control over hardware tier selection is less important to your workflow ## Common questions ### What is the difference between ai-gateway and ODS? ai-gateway: Unified AI Gateway for multiple LLMs with caching, guardrails, A/B testing, and cost controls. ODS: Transform personal computers into AI servers.. See the comparison table for live GitHub stats and shared categories. ### When should I choose ai-gateway over ODS? Choose ai-gateway over ODS when ai-gateway is primarily Go; ODS is Python; Tags unique to ai-gateway: ai-gateway, litellm, llm-cost, llm-proxy; Also covers Model Training; When you need to integrate more than 30 different LLM services including OpenAI and Anthropic. ### When should I choose ODS over ai-gateway? Choose ODS over ai-gateway when ODS is primarily Python; ai-gateway is Go; Tags unique to ODS: ai-agents, amd, docker, llm; Also covers AI Agents, Computer Vision, Speech & Audio; You prioritize owning your data over using cloud services. ### When should I avoid ai-gateway? If your project only involves one or two LLMs which does not necessitate the gateway's broad compatibility features For small-scale projects that do not require comprehensive cost analysis tools When custom integration for specific guardrails is required, as ai-gateway offers generalized settings ### When should I avoid ODS? Cloud solutions are preferred for their scalability and resources You need specific AI capabilities not covered by ODS models Exact control over hardware tier selection is less important to your workflow ### Is ai-gateway or ODS more popular on GitHub? ODS has more GitHub stars (3,799 vs 219). Stars measure visibility, not whether either tool fits your constraints. ### Are ai-gateway and ODS open source? Yes - both are open-source projects on GitHub (ai-gateway: Apache-2.0, ODS: Apache-2.0). ### Where can I find alternatives to ai-gateway or ODS? GraphCanon lists graph-backed alternatives at [ai-gateway alternatives](/tools/ferro-labs-ai-gateway/alternatives) and [ODS alternatives](/tools/osmantic-ods/alternatives) ([ai-gateway markdown twin](/tools/ferro-labs-ai-gateway/alternatives.md), [ODS markdown twin](/tools/osmantic-ods/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/ferro-labs-ai-gateway-vs-osmantic-ods.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, ai-gateway or ODS? ai-gateway: Very active. ODS: 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 ai-gateway and ODS? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [ai-gateway trust report](/tools/ferro-labs-ai-gateway/trust); [ODS trust report](/tools/osmantic-ods/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=ferro-labs-ai-gateway`](/api/graphcanon/graph?tool=ferro-labs-ai-gateway) - 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/_