Comparison
prompttools vs promptmage
Verdict
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; pick promptmage if promptmage is an open-source Python tool simplifying LLM workflow creation and management.
Markdown twin · prompttools alternatives · promptmage alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | prompttools | promptmage |
|---|---|---|
| Maintenance | Slowing (177d since push) As of 2w · github_public_v1 | Dormant (649d since push) As of 3w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 2w · github_public_v1 | Not a fork · Personal account As of 3w · github_public_v1 |
| OSV dependency advisories | Published findings As of 1mo · osv@v1 | No lockfile (source not queried) 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
- prompttools
- Open-source tools for prompt testing and experimentation
- promptmage
- Simplifies LLM workflow creation and management
Stars
- prompttools
- 3.0k
- promptmage
- 115
Forks
- prompttools
- 255
- promptmage
- 9
Open issues
- prompttools
- 41
- promptmage
- 8
Language
- prompttools
- Python
- promptmage
- Python
Adopt for
- 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.
- promptmage
- Promptmage is an open-source Python tool simplifying LLM workflow creation and management.
Persona
- prompttools
- -
- promptmage
- -
Runtime
- prompttools
- -
- promptmage
- -
License
- prompttools
- Apache-2.0
- promptmage
- MIT License, providing flexibility to use, modify, and distribute Promptmage code freely as long as original licensing terms are preserved and acknowledged.
Last pushed
- prompttools
- Feb 11, 2026
- promptmage
- Oct 21, 2024
Categories
- prompttools
- Developer Tools, LLM Frameworks, Vector Databases
- promptmage
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- prompttools
- Slowing (36%)
- promptmage
- Dormant (18%)
Days since push
- prompttools
- 177d
- promptmage
- 649d
Open issues (now)
- prompttools
- 41
- promptmage
- 8
Owner type
- prompttools
- Organization
- promptmage
- User
OSV dependency advisories
- prompttools
- Published findings
- promptmage
- No lockfile (source not queried)
Full report
- prompttools
- Trust report
- promptmage
- Trust report
Choose prompttools if…
- License: prompttools is Apache-2.0, promptmage is MIT.
- 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.
Choose promptmage if…
- License: promptmage is MIT, prompttools is Apache-2.0.
- Requirements: Requires Docker.
- Tags unique to promptmage: ai, llm, nlp-library, nlp-machine-learning.
- When you require a streamlined process for crafting and overseeing large language model workflows specifically with Python.
When NOT to use promptmage
- If your preferred programming environment is not Python or does not support the same level of workflow automation offered by this tool.
- When there is a need for a more bespoke solution that cannot leverage the pre-defined structures and capabilities of Promptmage's framework.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- 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 (tsterbak/promptmage) · observed Aug 2, 2026
- GitHub forks (tsterbak/promptmage) · observed Aug 2, 2026
- Last push (tsterbak/promptmage) · observed Oct 21, 2024
- License file (MIT) · observed Aug 2, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: prompttools 3.0k · promptmage 115 (synced Aug 7, 2026).
Common questions
- What is the difference between prompttools and promptmage?
- prompttools: Open-source tools for prompt testing and experimentation. promptmage: Simplifies LLM workflow creation and management. See the comparison table for live GitHub stats and shared categories.
- When should I choose prompttools over promptmage?
- Choose prompttools over promptmage when License: prompttools is Apache-2.0, promptmage is MIT; 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 choose promptmage over prompttools?
- Choose promptmage over prompttools when License: promptmage is MIT, prompttools is Apache-2.0; Requirements: Requires Docker; Tags unique to promptmage: ai, llm, nlp-library, nlp-machine-learning; When you require a streamlined process for crafting and overseeing large language model workflows specifically with Python.
- 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.
- When should I avoid promptmage?
- If your preferred programming environment is not Python or does not support the same level of workflow automation offered by this tool. When there is a need for a more bespoke solution that cannot leverage the pre-defined structures and capabilities of Promptmage's framework.
- Is prompttools or promptmage more popular on GitHub?
- prompttools has more GitHub stars (3,046 vs 115). Stars measure visibility, not whether either tool fits your constraints.
- Are prompttools and promptmage open source?
- Yes - both are open-source projects on GitHub (prompttools: Apache-2.0, promptmage: MIT).
- Where can I find alternatives to prompttools or promptmage?
- GraphCanon lists graph-backed alternatives at prompttools alternatives and promptmage alternatives (prompttools markdown twin, promptmage 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, prompttools or promptmage?
- prompttools: Slowing. promptmage: Dormant. 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 prompttools and promptmage?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: prompttools trust report; promptmage trust report.