Comparison
ax vs dspy
Verdict
Pick ax if ax is a multi-language, open-source framework for TypeScript supporting numerous large language models and AI frameworks; pick dspy if evaluate DSPy based on its unique approach of programming language models via Python, making it an option that steps away from traditional prompting methods.
Markdown twin · ax alternatives · dspy alternatives
GraphCanon updated 1w
Trust & integrity
| Signal | ax | dspy |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1w · github_public_v1 | Very active (0d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) 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
- ax
- The pretty much official DSPy framework for TypeScript
- dspy
- A framework for programming language models
Stars
- ax
- 2.9k
- dspy
- 37k
Forks
- ax
- 187
- dspy
- 3.2k
Open issues
- ax
- 8
- dspy
- 645
Language
- ax
- TypeScript
- dspy
- Python
Adopt for
- ax
- ax is a multi-language, open-source framework for TypeScript supporting numerous large language models and AI frameworks.
- dspy
- Evaluate DSPy based on its unique approach of programming language models via Python, making it an option that steps away from traditional prompting methods.
Persona
- ax
- -
- dspy
- -
Runtime
- ax
- -
- dspy
- -
License
- ax
- Apache-2.0
- dspy
- MIT
Last pushed
- ax
- Aug 14, 2026
- dspy
- Aug 7, 2026
Categories
- ax
- LLM Frameworks
- dspy
- LLM Frameworks
Trust and health
Open issues (now)
- ax
- 8
- dspy
- 645
Full report
- dspy
- Trust report
Shared compatibility
- Python · ax: Python runtime · dspy: Python runtime
Choose ax if…
- ax is primarily TypeScript; dspy is Python.
- License: ax is Apache-2.0, dspy is MIT.
- Tags unique to ax: ai, anthropic, claude, cohere.
- When you require support for large language models such as Claude, Gemini, GPT-4, and others within a TypeScript environment
When NOT to use ax
- When your project is predominantly in another language that lacks native support through packages checked into this repository
- If limited to environments not supporting Apache-2.0 licensed software or requiring frameworks without external dependencies for certain features like real-time audio in Go 1.23+
Choose dspy if…
- dspy is primarily Python; ax is TypeScript.
- License: dspy is MIT, ax is Apache-2.0.
- Tags unique to dspy: ai-development, language-models, programming framework.
- When you aim to leverage a comprehensive framework designed specifically for programming and developing with language models rather than just prompting them.
When NOT to use dspy
- When your project strictly requires real-time interaction and feedback through traditional prompting methods, as DSPy's framework is focused on a programming approach which may not be suitable for all
- In scenarios where the flexibility of prompt-based interactions with language models is preferred over strict programming methodologies.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (ax-llm/ax) · observed Aug 14, 2026
- GitHub forks (ax-llm/ax) · observed Aug 14, 2026
- Last push (ax-llm/ax) · observed Aug 14, 2026
- License file (Apache-2.0) · observed Aug 14, 2026
- Decision facts (enrichment) · observed Jul 16, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (stanfordnlp/dspy) · observed Aug 7, 2026
- GitHub forks (stanfordnlp/dspy) · observed Aug 7, 2026
- Last push (stanfordnlp/dspy) · observed Aug 7, 2026
- License file (MIT) · observed Aug 7, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: ax 2.9k · dspy 37k (synced Aug 14, 2026).
Common questions
- What is the difference between ax and dspy?
- ax: The pretty much official DSPy framework for TypeScript. dspy: A framework for programming language models. See the comparison table for live GitHub stats and shared categories.
- When should I choose ax over dspy?
- Choose ax over dspy when ax is primarily TypeScript; dspy is Python; License: ax is Apache-2.0, dspy is MIT; Tags unique to ax: ai, anthropic, claude, cohere; When you require support for large language models such as Claude, Gemini, GPT-4, and others within a TypeScript environment.
- When should I choose dspy over ax?
- Choose dspy over ax when dspy is primarily Python; ax is TypeScript; License: dspy is MIT, ax is Apache-2.0; Tags unique to dspy: ai-development, language-models, programming framework; When you aim to leverage a comprehensive framework designed specifically for programming and developing with language models rather than just prompting them.
- When should I avoid ax?
- When your project is predominantly in another language that lacks native support through packages checked into this repository If limited to environments not supporting Apache-2.0 licensed software or requiring frameworks without external dependencies for certain features like real-time audio in Go 1.23+
- When should I avoid dspy?
- When your project strictly requires real-time interaction and feedback through traditional prompting methods, as DSPy's framework is focused on a programming approach which may not be suitable for all In scenarios where the flexibility of prompt-based interactions with language models is preferred over strict programming methodologies.
- Is ax or dspy more popular on GitHub?
- dspy has more GitHub stars (36,676 vs 2,869). Stars measure visibility, not whether either tool fits your constraints.
- Are ax and dspy open source?
- Yes - both are open-source projects on GitHub (ax: Apache-2.0, dspy: MIT).
- Where can I find alternatives to ax or dspy?
- GraphCanon lists graph-backed alternatives at ax alternatives and dspy alternatives (ax markdown twin, dspy 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, ax or dspy?
- ax: Very active. dspy: 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 ax and dspy?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: ax trust report; dspy trust report.