Project comparison
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry
Best matched with other platform tools.
Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.
Best matched with other platform tools.
Evidently has the larger GitHub footprint with 7.5K stars.
Cognita is currently growing faster at 0 stars this week.
Cognita has the stronger automated maintenance signal at 41/100. This is not a security or fit verdict.
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Cognita | Evidently |
|---|---|---|
| Evidence status | Basic listing· 2d ago | Basic listing· 2d ago |
| GitHub stars | 4.4K | 7.5K |
| Weekly growth | 0 | 0 |
| Health score | Watch41/100 |
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| Contributors | 27 | 97 |
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| Commits per week | 0.2 | 1.2 |
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| Open issues | 22 | 272 |
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| Language | Python | Jupyter Notebook |
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| License | Apache-2.0 | Apache-2.0 |
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| Last commit | 4mo ago | 2mo ago |
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| Last release | N/A | v0.7.21 |
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