--- title: "latitude-llm vs ollama" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/latitude-dev-latitude-llm-vs-ollama-ollama" tools: ["latitude-dev-latitude-llm", "ollama-ollama"] --- # latitude-llm vs ollama *GraphCanon updated Jul 15, 2026* ## Verdict Pick latitude-llm when latitude-llm is primarily TypeScript; ollama is Go; pick ollama when ollama is primarily Go; latitude-llm is TypeScript. [latitude-llm](https://latitude.so) reports 4.4k GitHub stars, 358 forks, and 55 open issues, last pushed Jul 15, 2026. [ollama](https://ollama.com) has 176k stars, 17k forks, and 3.4k open issues, last pushed Jul 10, 2026. Figures are from public GitHub metadata via [latitude-llm's repository](https://github.com/latitude-dev/latitude-llm) and [ollama's repository](https://github.com/ollama/ollama). | | [latitude-llm](/tools/latitude-dev-latitude-llm.md) | [ollama](/tools/ollama-ollama.md) | | --- | --- | --- | | Tagline | Latitude is the open-source ai monitoring platform. | Get up and running with various large language models using Ollama. | | Stars | 4,435 | 175,936 | | Forks | 358 | 16,939 | | Open issues | 55 | 3,423 | | Language | TypeScript | Go | | Adopt for | - | Ollama is a Go-based platform that provides tools for deploying and managing large language models (LLMs) like Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma using docker images, package managers, cloud and | | Persona | - | - | | Runtime | - | - | | License | MIT | MIT license - permissive open-source licensing that allows for broad use of the tool. | | Categories | AI Agents, Inference & Serving, LLM Frameworks | Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [latitude-llm](/tools/latitude-dev-latitude-llm.md) | [ollama](/tools/ollama-ollama.md) | | --- | --- | --- | | Days since push | 0d | 1d | | Open issues (now) | 55 | 3.4k | | Full report | [trust report](/tools/latitude-dev-latitude-llm/trust.md) | [trust report](/tools/ollama-ollama/trust.md) | ## Decision facts: ollama - **Hosting:** self hosted - Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers. - **Adopt for:** Ollama is a Go-based platform that provides tools for deploying and managing large language models (LLMs) like Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma using docker images, package managers, cloud and - **License detail:** MIT license - permissive open-source licensing that allows for broad use of the tool. ## Choose when ### Choose latitude-llm if… - latitude-llm is primarily TypeScript; ollama is Go. - Tags unique to latitude-llm: agent-monitoring, agent-observability, ai-error-monitor, ai-monitoring. - Also covers AI Agents. ### Choose ollama if… - ollama is primarily Go; latitude-llm is TypeScript. - Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers. - Tags unique to ollama: deepseek, gemma, glm, go. - Use Ollama when you require a multi-model platform supporting several large language models such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and intend to deploy in various cloud or ## When NOT to use latitude-llm - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use ollama - Avoid using Ollama if you are only interested in a single LLM deployment and seek simplified, model-specific solutions with tailored support rather than a comprehensive multi-model platform. ## Common questions ### What is the difference between latitude-llm and ollama? latitude-llm: Latitude is the open-source ai monitoring platform.. ollama: Get up and running with various large language models using Ollama.. See the comparison table for live GitHub stats and shared categories. ### When should I choose latitude-llm over ollama? Choose latitude-llm over ollama when latitude-llm is primarily TypeScript; ollama is Go; Tags unique to latitude-llm: agent-monitoring, agent-observability, ai-error-monitor, ai-monitoring; Also covers AI Agents. ### When should I choose ollama over latitude-llm? Choose ollama over latitude-llm when ollama is primarily Go; latitude-llm is TypeScript; Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers; Tags unique to ollama: deepseek, gemma, glm, go; Use Ollama when you require a multi-model platform supporting several large language models such as Kimi-K2.6, GLM-5.1, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and intend to deploy in various cloud or. ### When should I avoid latitude-llm? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid ollama? Avoid using Ollama if you are only interested in a single LLM deployment and seek simplified, model-specific solutions with tailored support rather than a comprehensive multi-model platform. ### Is latitude-llm or ollama more popular on GitHub? ollama has more GitHub stars (175,936 vs 4,435). Stars measure visibility, not whether either tool fits your constraints. ### Are latitude-llm and ollama open source? Yes - both are open-source projects on GitHub (latitude-llm: MIT, ollama: MIT). ### Where can I find alternatives to latitude-llm or ollama? GraphCanon lists graph-backed alternatives at [latitude-llm alternatives](/tools/latitude-dev-latitude-llm/alternatives) and [ollama alternatives](/tools/ollama-ollama/alternatives) ([latitude-llm markdown twin](/tools/latitude-dev-latitude-llm/alternatives.md), [ollama markdown twin](/tools/ollama-ollama/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/latitude-dev-latitude-llm-vs-ollama-ollama.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, latitude-llm or ollama? latitude-llm: Very active. ollama: 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 latitude-llm and ollama? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [latitude-llm trust report](/tools/latitude-dev-latitude-llm/trust); [ollama trust report](/tools/ollama-ollama/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=latitude-dev-latitude-llm`](/api/graphcanon/graph?tool=latitude-dev-latitude-llm) - 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/_