Comparison
promptsite vs prompttools
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.
Markdown twin · promptsite alternatives · prompttools alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | promptsite | prompttools |
|---|---|---|
| Maintenance | Dormant (544d since push) As of 3w · github_public_v1 | Slowing (177d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 3w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | Published findings As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- promptsite
- A lightweight prompt version management package for LLM prompts.
- prompttools
- Open-source tools for prompt testing and experimentation
Stars
- promptsite
- 46
- prompttools
- 3.0k
Forks
- promptsite
- 4
- prompttools
- 255
Open issues
- promptsite
- 2
- prompttools
- 41
Language
- promptsite
- Python
- prompttools
- Python
Adopt for
- promptsite
- PromptSite is designed for managing and tracking prompt versions in LLM projects with Python, providing an easy-to-use decorator for streamlined integration.
- prompttools
- 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
- promptsite
- -
- prompttools
- -
Runtime
- promptsite
- -
- prompttools
- -
License
- promptsite
- Apache-2.0
- prompttools
- Apache-2.0
Last pushed
- promptsite
- Feb 3, 2025
- prompttools
- Feb 11, 2026
Categories
- promptsite
- Developer Tools, LLM Frameworks
- prompttools
- Developer Tools, LLM Frameworks, Vector Databases
Trust and health
Maintenance
- promptsite
- Dormant (18%)
- prompttools
- Slowing (36%)
Days since push
- promptsite
- 544d
- prompttools
- 177d
Open issues (now)
- promptsite
- 2
- prompttools
- 41
Owner type
- promptsite
- User
- prompttools
- Organization
Full report
- promptsite
- Trust report
- prompttools
- Trust report
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).
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.
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 prompttools
- Last GitHub push was 195 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dkuang1980/promptsite) · observed Aug 2, 2026
- GitHub forks (dkuang1980/promptsite) · observed Aug 2, 2026
- Last push (dkuang1980/promptsite) · observed Feb 3, 2025
- License file (Apache-2.0) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 17, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (hegelai/prompttools) · observed Aug 7, 2026
- GitHub forks (hegelai/prompttools) · observed Aug 7, 2026
- Last push (hegelai/prompttools) · observed Feb 11, 2026
- License file (Apache-2.0) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: promptsite 46 · prompttools 3.0k (synced Aug 2, 2026).
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 195 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 and prompttools alternatives (promptsite markdown twin, prompttools markdown twin), 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 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; prompttools trust report.