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Project comparison
Instill Core vs Evidently
Compare adoption, momentum, maintenance health, and project basics before choosing which tool to evaluate deeper.
Instill Core
🔮 Instill Core is a full-stack AI infrastructure tool for data, model and pipeline orchestration, designed to streamline every aspect of building versatile AI-first applications
Best matched with other platform tools.
2.3K
Stars
0
Weekly
34/100
Health
Evidently
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.
8.0K
Stars
+71
Weekly
54/100
Health
Quick Take
Adoption
Evidently has the larger GitHub footprint with 8.0K stars.
Momentum
Evidently is currently growing faster at +71 stars this week.
Maintenance
Evidently has the stronger automated maintenance signal at 54/100. This is not a security or fit verdict.
Side-by-side evidence
Use these signals to narrow your choice, then confirm setup, license, and fit upstream.
| Signal | Instill Core | Evidently |
|---|---|---|
| Evidence status | Basic listing· 2026-10-04 09:18 UTC | Basic listing· 2026-10-04 09:18 UTC |
| GitHub stars | 2.3K | 8.0K |
| Weekly growth | 0 | +71 |
| Health score | Caution34/100 | Watch54/100 |
| Contributors | 36 | 97 |
| Commits per week | 1.6 | 0.2 |
| Open issues | 39 | 323 |
| Language | Python | Jupyter Notebook |
| License | NOASSERTION | Apache-2.0 |
| Last commit | 2026-05-06 20:02 UTC | 2026-09-29 08:32 UTC |
| Last release | v0.58.1 | v0.7.23 |
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