Comparison
prompttools vs promptflow
Verdict
Pick prompttools if prompttools is an open-source suite for prompt testing and experimentation, supporting both LLMs and vector databases, making it a versatile choice for developers and researchers working with AI models and data retrieval; pick promptflow if promptflow is a development framework catered towards creating LLM applications through all stages of development, including initial prototyping and ongoing monitoring.
Markdown twin · prompttools alternatives · promptflow alternatives
GraphCanon updated Sep 20, 2026
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Trust & integrity
| Signal | prompttools | promptflow |
|---|---|---|
| Maintenance | Slowing (219d since push) As of Sep 18, 2026 · github_public_v1 | Active (24d since push) As of Sep 20, 2026 · github_public_v1 |
| Provenance | Not a fork · Organization account As of Sep 18, 2026 · github_public_v1 | Not a fork · Organization account As of Sep 20, 2026 · github_public_v1 |
| OSV dependency advisories | Published findings As of Sep 18, 2026 · osv@v1 | No lockfile (source not queried) As of Jul 11, 2026 · 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
- promptflow
- Build high-quality LLM apps from prototyping to production deployment and monitoring
Stars
- prompttools
- 3.1k
- promptflow
- 11k
Forks
- prompttools
- 256
- promptflow
- 1.1k
Open issues
- prompttools
- 43
- promptflow
- 72
Language
- prompttools
- Python
- promptflow
- Python
Adopt for
- prompttools
- Prompttools is an open-source suite for prompt testing and experimentation, supporting both LLMs and vector databases, making it a versatile choice for developers and researchers working with AI models and data retrieval
- promptflow
- Promptflow is a development framework catered towards creating LLM applications through all stages of development, including initial prototyping and ongoing monitoring.
Persona
- prompttools
- -
- promptflow
- -
Runtime
- prompttools
- -
- promptflow
- -
License
- prompttools
- Prompttools is distributed under the Apache-2.0 license, allowing for broad use in both commercial and open-source projects
- promptflow
- MIT
Last pushed
- prompttools
- Feb 11, 2026
- promptflow
- Aug 26, 2026
Categories
- prompttools
- Developer Tools, LLM Frameworks, Vector Databases
- promptflow
- Developer Tools, LLM Frameworks
Trust and health
Maintenance
- prompttools
- Slowing (36%)
- promptflow
- Active (82%)
Days since push
- prompttools
- 219d
- promptflow
- 24d
Open issues (now)
- prompttools
- 43
- promptflow
- 72
Stars delta
- prompttools
- +9 (30d)
- promptflow
- +52 (30d)
Open issues delta
- prompttools
- +2 (30d)
- promptflow
- 0 (30d)
OSV dependency advisories
- prompttools
- Published findings
- promptflow
- No lockfile (source not queried)
Full report
- prompttools
- Trust report
- promptflow
- Trust report
Choose prompttools if…
- License: prompttools is Apache-2.0, promptflow is MIT.
- Requirements: Min 4 GB RAM; Python environment is required for using Prompttools.
- Tags unique to prompttools: deep-learning, embeddings, large-language-models, llms.
- Also covers Vector Databases.
- When you need to test and experiment with prompts for LLMs such as OpenAI and LLaMA, and vector databases like Chroma, Weaviate, and LanceDB
When NOT to use prompttools
- If your project is strictly focused on a single AI framework that does not require prompt testing or experimentation with vector databases
- When you are working in an environment where the Apache-2.0 license is not compatible with your project's licensing requirements
Choose promptflow if…
- License: promptflow is MIT, prompttools is Apache-2.0.
- Tags unique to promptflow: ai-application-development, chatgpt, llm.
- When you require a comprehensive environment to manage the full lifecycle of LLM applications from ideation to deployment in Python.
When NOT to use promptflow
- If your team prefers or requires tools that support languages other than Python, as Promptflow is exclusively focused on the Python ecosystem.
- In cases where a more fragmented toolset with specialized components for different development stages might be preferable to an integrated framework approach.
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 Sep 20, 2026
- GitHub forks (hegelai/prompttools) · observed Sep 20, 2026
- Last push (hegelai/prompttools) · observed Feb 11, 2026
- License file (Apache-2.0) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Sep 18, 2026
- Trust scan (lockfile / OSV) · observed Sep 18, 2026
- GitHub stars (microsoft/promptflow) · observed Sep 20, 2026
- GitHub forks (microsoft/promptflow) · observed Sep 20, 2026
- Last push (microsoft/promptflow) · observed Aug 26, 2026
- License file (MIT) · observed Sep 20, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: prompttools 3.1k · promptflow 11k (synced Sep 20, 2026).
Common questions
- What is the difference between prompttools and promptflow?
- prompttools: Open-source tools for prompt testing and experimentation. promptflow: Build high-quality LLM apps from prototyping to production deployment and monitoring. See the comparison table for live GitHub stats and shared categories.
- When should I choose prompttools over promptflow?
- Choose prompttools over promptflow when License: prompttools is Apache-2.0, promptflow is MIT; Requirements: Min 4 GB RAM; Python environment is required for using Prompttools; Tags unique to prompttools: deep-learning, embeddings, large-language-models, llms; Also covers Vector Databases; When you need to test and experiment with prompts for LLMs such as OpenAI and LLaMA, and vector databases like Chroma, Weaviate, and LanceDB.
- When should I choose promptflow over prompttools?
- Choose promptflow over prompttools when License: promptflow is MIT, prompttools is Apache-2.0; Tags unique to promptflow: ai-application-development, chatgpt, llm; When you require a comprehensive environment to manage the full lifecycle of LLM applications from ideation to deployment in Python.
- When should I avoid prompttools?
- If your project is strictly focused on a single AI framework that does not require prompt testing or experimentation with vector databases When you are working in an environment where the Apache-2.0 license is not compatible with your project's licensing requirements
- When should I avoid promptflow?
- If your team prefers or requires tools that support languages other than Python, as Promptflow is exclusively focused on the Python ecosystem. In cases where a more fragmented toolset with specialized components for different development stages might be preferable to an integrated framework approach.
- Is prompttools or promptflow more popular on GitHub?
- promptflow has more GitHub stars (11,245 vs 3,055). Stars measure visibility, not whether either tool fits your constraints.
- Are prompttools and promptflow open source?
- Yes - both are open-source projects on GitHub (prompttools: Apache-2.0, promptflow: MIT).
- Where can I find alternatives to prompttools or promptflow?
- GraphCanon lists graph-backed alternatives at prompttools alternatives and promptflow alternatives (prompttools markdown twin, promptflow 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 promptflow?
- prompttools: Slowing. promptflow: 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 prompttools and promptflow?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: prompttools trust report; promptflow trust report.