--- title: "promptsite vs prompttools" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/dkuang1980-promptsite-vs-hegelai-prompttools" tools: ["dkuang1980-promptsite", "hegelai-prompttools"] --- # promptsite vs prompttools *GraphCanon updated Aug 7, 2026* ## Verdict Pick promptsite if promptSite is designed for managing and tracking prompt versions in LLM projects with Python, providing an easy-to-use decorator for streamlined integration; pick prompttools if prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities. [promptsite](https://github.com/dkuang1980/promptsite) reports 46 GitHub stars, 4 forks, and 2 open issues, last pushed Feb 3, 2025. [prompttools](http://prompttools.readthedocs.io) has 3.0k stars, 255 forks, and 41 open issues, last pushed Feb 11, 2026. Figures are from public GitHub metadata via [promptsite's repository](https://github.com/dkuang1980/promptsite) and [prompttools's repository](https://github.com/hegelai/prompttools). | | [promptsite](/tools/dkuang1980-promptsite.md) | [prompttools](/tools/hegelai-prompttools.md) | | --- | --- | --- | | Tagline | A lightweight prompt version management package for LLM prompts. | Open-source tools for prompt testing and experimentation | | Stars | 46 | 3,046 | | Forks | 4 | 255 | | Open issues | 2 | 41 | | Language | Python | Python | | Adopt for | PromptSite is designed for managing and tracking prompt versions in LLM projects with Python, providing an easy-to-use decorator for streamlined integration. | Prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | Apache-2.0 | | Categories | Developer Tools, LLM Frameworks | Developer Tools, LLM Frameworks, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [promptsite](/tools/dkuang1980-promptsite.md) | [prompttools](/tools/hegelai-prompttools.md) | | --- | --- | --- | | Maintenance | Dormant (18%) | Slowing (36%) | | Days since push | 544d | 177d | | Open issues (now) | 2 | 41 | | Owner type | User | Organization | | Full report | [trust report](/tools/dkuang1980-promptsite/trust.md) | [trust report](/tools/hegelai-prompttools/trust.md) | ## Decision facts: promptsite - **Adopt for:** PromptSite is designed for managing and tracking prompt versions in LLM projects with Python, providing an easy-to-use decorator for streamlined integration. ## Decision facts: prompttools - **Hosting:** self hosted - **Pricing:** freemium - PromptsTools is open-source under the Apache-2.0 license, making it free to use but with no official support available. - **Adopt for:** Prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities. ## Choose when ### Choose promptsite if… - Tags unique to promptsite: debugging, decorators, experimentation, prompt management. - When your project requires detailed version control of prompts, as PromptSite manages versions effectively through its decorator. - Leaner open-issue backlog (2). ### Choose prompttools if… - Pricing: PromptsTools is open-source under the Apache-2.0 license, making it free to use but with no official support available.. - Tags unique to prompttools: deep-learning, embeddings, large language models, llms. - Also covers Vector Databases. - Prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities. ## When NOT to use promptsite - If your development team or project does not use Python, because PromptSite is strictly for Python-based projects only. - When a minimal package size is critical, as although PromptSite is lightweight, competitors might offer even more compact solutions without sacrificing necessary features. ## When NOT to use prompttools - Last GitHub push was 196 days ago (slowing maintenance, Feb 11, 2026). Validate activity before betting a new project on prompttools. - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## Common questions ### What is the difference between promptsite and prompttools? promptsite: A lightweight prompt version management package for LLM prompts.. prompttools: Open-source tools for prompt testing and experimentation. See the comparison table for live GitHub stats and shared categories. ### When should I choose promptsite over prompttools? Choose promptsite over prompttools when Tags unique to promptsite: debugging, decorators, experimentation, prompt management; When your project requires detailed version control of prompts, as PromptSite manages versions effectively through its decorator; Leaner open-issue backlog (2). ### When should I choose prompttools over promptsite? Choose prompttools over promptsite when Pricing: PromptsTools is open-source under the Apache-2.0 license, making it free to use but with no official support available.; Tags unique to prompttools: deep-learning, embeddings, large language models, llms; Also covers Vector Databases; Prompttools aims to support developers in the testing and experimentation of prompts for language models as well as integrating vector databases through Python utilities. ### When should I avoid promptsite? If your development team or project does not use Python, because PromptSite is strictly for Python-based projects only. When a minimal package size is critical, as although PromptSite is lightweight, competitors might offer even more compact solutions without sacrificing necessary features. ### When should I avoid prompttools? Last GitHub push was 196 days ago (slowing maintenance, Feb 11, 2026). Validate activity before betting a new project on prompttools. Developer Tools: A gateway is overkill when you're pinned to a single provider and model. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### Is promptsite or prompttools more popular on GitHub? prompttools has more GitHub stars (3,046 vs 46). Stars measure visibility, not whether either tool fits your constraints. ### Are promptsite and prompttools open source? Yes - both are open-source projects on GitHub (promptsite: Apache-2.0, prompttools: Apache-2.0). ### Where can I find alternatives to promptsite or prompttools? GraphCanon lists graph-backed alternatives at [promptsite alternatives](/tools/dkuang1980-promptsite/alternatives) and [prompttools alternatives](/tools/hegelai-prompttools/alternatives) ([promptsite markdown twin](/tools/dkuang1980-promptsite/alternatives.md), [prompttools markdown twin](/tools/hegelai-prompttools/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/dkuang1980-promptsite-vs-hegelai-prompttools.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, promptsite or prompttools? promptsite: Dormant. prompttools: Slowing. 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 promptsite and prompttools? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [promptsite trust report](/tools/dkuang1980-promptsite/trust); [prompttools trust report](/tools/hegelai-prompttools/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=dkuang1980-promptsite`](/api/graphcanon/graph?tool=dkuang1980-promptsite) - 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/_