Compare frameworks
Guardrails vs DSPy vs Mastra
Every figure below carries the source that reported it and the moment it was observed. Values that failed validation are withheld rather than shown, and a dash means no source we track carries that field for that framework.
| Field | Guardrails | DSPy | Mastra |
|---|---|---|---|
| Stars | 7,587Synced from sourceCurrent3h ago | 38,971 (highest of the compared values)Synced from sourceCurrent3h ago | 29,400Synced from sourceCurrent3h ago |
| downloads | — | — | 3,150,478Synced from sourceCurrent3h ago |
| Last commit | 2026-11-05Synced from sourceCurrent3h ago | 2026-11-07Synced from sourceCurrent3h ago | 2026-11-08Synced from sourceCurrent3h ago |
| Language | pythonSeeded, unreviewedwritten 2mo ago | pythonSeeded, unreviewedwritten 2mo ago | typescriptSeeded, unreviewedwritten 2mo ago |
| Licence | Apache-2.0Synced from sourceCurrent3h ago | MITSynced from sourceCurrent3h ago | — |
| Archived | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago | noSynced from sourceCurrent3h ago |
| Category | validationSeeded, unreviewedwritten 2mo ago | optimisationSeeded, unreviewedwritten 2mo ago | orchestrationSeeded, unreviewedwritten 2mo ago |
| Contributors | 79Synced from sourceCurrent3h ago | 484Synced from sourceCurrent3h ago | 701Synced from sourceCurrent3h ago |
| Forks | 737Synced from sourceCurrent3h ago | 3491Synced from sourceCurrent3h ago | 3085Synced from sourceCurrent3h ago |
| Maintainer | Guardrails AISeeded, unreviewedwritten 2mo ago | Stanford NLPSeeded, unreviewedwritten 2mo ago | MastraSeeded, unreviewedwritten 2mo ago |
| npm downloads, monthly | — | — | 10391822Synced from sourceCurrent3h ago |
| npm downloads, weekly | — | — | 3150478Synced from sourceCurrent3h ago |
| npm package | — | — | @mastra/coreSynced from sourceCurrent3h ago |
| npm window ends | — | — | 2026-11-06Synced from sourceCurrent3h ago |
| Open issues | 63Synced from sourceCurrent3h ago | 770Synced from sourceCurrent3h ago | 820Synced from sourceCurrent3h ago |
| PyPI package | guardrails-aiSynced from sourceCurrent3h ago | dspy-aiSynced from sourceCurrent3h ago | — |
| PyPI released | 2026-08-14T14:22:27.750056ZSynced from sourceCurrent3h ago | 2026-10-12T23:07:31.783801ZSynced from sourceCurrent3h ago | — |
| Requires Python | <3.14,>=3.10Synced from sourceCurrent3h ago | >=3.9Synced from sourceCurrent3h ago | — |
| PyPI version | 0.11.0Synced from sourceCurrent3h ago | 3.4.1Synced from sourceCurrent3h ago | — |
| Repository | https://github.com/guardrails-ai/guardrailsSynced from sourceCurrent3h ago | https://github.com/stanfordnlp/dspySynced from sourceCurrent3h ago | https://github.com/mastra-ai/mastraSynced from sourceCurrent3h ago |
Sources: GitHub REST API, npm registry downloads, PyPI registry metadata, pypistats.org downloads. Most recent observation 3h ago. Where a row is marked, ▲ is the highest of the values shown and ▼ the lowest — arithmetic on the figures above, not a ranking or a recommendation. Rows where neither extreme is meaningful are left unmarked rather than given a direction they do not have.
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