--- title: "notion-qa vs ollama" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/hwchase17-notion-qa-vs-ollama-ollama" tools: ["hwchase17-notion-qa", "ollama-ollama"] --- # notion-qa vs ollama *GraphCanon updated Jul 11, 2026* ## Verdict Pick notion-qa when notion-qa is primarily Python; ollama is Go; pick ollama when ollama is primarily Go; notion-qa is Python. [notion-qa](https://github.com/hwchase17/notion-qa) reports 2.2k GitHub stars, 361 forks, and 20 open issues, last pushed Sep 6, 2024. [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 [notion-qa's repository](https://github.com/hwchase17/notion-qa) and [ollama's repository](https://github.com/ollama/ollama). | | [notion-qa](/tools/hwchase17-notion-qa.md) | [ollama](/tools/ollama-ollama.md) | | --- | --- | --- | | Tagline | notion-qa | Get up and running with various large language models using Ollama. | | Stars | 2,154 | 175,936 | | Forks | 361 | 16,939 | | Open issues | 20 | 3,423 | | Language | Python | 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 | Developer Tools, Inference & Serving, LLM Frameworks | Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [notion-qa](/tools/hwchase17-notion-qa.md) | [ollama](/tools/ollama-ollama.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Very active (96%) | | Days since push | 673d | 1d | | Open issues (now) | 20 | 3.4k | | Owner type | User | Organization | | Security scan | 11 critical, 4 high, 3 medium, 22 low (11 critical, 4 high, 3 medium, 22 low) | 52 low (52 low) | | Full report | [trust report](/tools/hwchase17-notion-qa/trust.md) | [trust report](/tools/ollama-ollama/trust.md) | ## Shared compatibility - **Python**: [notion-qa](/tools/hwchase17-notion-qa.md) - Python runtime; [ollama](/tools/ollama-ollama.md) - Python runtime ## 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 notion-qa if… - notion-qa is primarily Python; ollama is Go. - Tags unique to notion-qa: python. - Also covers Developer Tools. ### Choose ollama if… - ollama is primarily Go; notion-qa is Python. - Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers. - Tags unique to ollama: deepseek, gemma, glm, go. - ollama ships Docker support for self-hosted deployment. - 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 notion-qa - Last GitHub push was 674 days ago (dormant maintenance, Sep 6, 2024). Validate activity before betting a new project on notion-qa. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - 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 notion-qa and ollama? notion-qa: notion-qa. 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 notion-qa over ollama? Choose notion-qa over ollama when notion-qa is primarily Python; ollama is Go; Tags unique to notion-qa: python; Also covers Developer Tools. ### When should I choose ollama over notion-qa? Choose ollama over notion-qa when ollama is primarily Go; notion-qa is Python; Ollama supports self-hosted and cloud-deployable models using Docker, Helm charts, and various package managers; Tags unique to ollama: deepseek, gemma, glm, go; ollama ships Docker support for self-hosted deployment; 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 notion-qa? Last GitHub push was 674 days ago (dormant maintenance, Sep 6, 2024). Validate activity before betting a new project on notion-qa. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. 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 notion-qa or ollama more popular on GitHub? ollama has more GitHub stars (175,936 vs 2,154). Stars measure visibility, not whether either tool fits your constraints. ### Are notion-qa and ollama open source? Yes - both are open-source projects on GitHub (notion-qa: MIT, ollama: MIT). ### Where can I find alternatives to notion-qa or ollama? GraphCanon lists graph-backed alternatives at [notion-qa alternatives](/tools/hwchase17-notion-qa/alternatives) and [ollama alternatives](/tools/ollama-ollama/alternatives) ([notion-qa markdown twin](/tools/hwchase17-notion-qa/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/hwchase17-notion-qa-vs-ollama-ollama.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, notion-qa or ollama? notion-qa: Dormant. 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 notion-qa and ollama? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [notion-qa trust report](/tools/hwchase17-notion-qa/trust); [ollama trust report](/tools/ollama-ollama/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=hwchase17-notion-qa`](/api/graphcanon/graph?tool=hwchase17-notion-qa) - 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/_