DSPy
DSPy is a Python framework for building AI systems. Express your tasks as structured signatures, not prompts, to produce maintainable, modular, and optimizable programs.
18/38 applicable signals pass. Open the Capabilities tab for the full signal breakdown, or Issues for the highest-impact gaps.
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Frequently asked about DSPy
How DSPy compares
DSPy scores 47 out of 100, 11.2 points below the 58.2 average across the 406 tools we have scored.
Where DSPy is behind what most tools already do:
- Official TypeScript SDK, and 92% of scored tools already do this (361 of 392).
Where DSPy fails alongside almost everyone, which is the industry gap rather than a mark against this product:
- OpenAPI / spec quality, where only 13% of scored tools do this (50 of 392).
- Response examples provided, where only 13% of scored tools do this (51 of 392).
- Errors and status codes documented, where only 13% of scored tools do this (52 of 392).
Population figures are read live from the scored registry. We sell nothing listed here and take no payment for a score. See the full dataset.
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