Is Evidently Safe?

Evidently — Nerq Trust Score 74.5/100 (B grade). Score based on 2 independent trust signals. Last analyzed: 2026-07-22

Evidently is a Python package with a Nerq Trust Score of 74.5/100 (B), based on 3 independent data dimensions. Last analyzed: 2026-07-22 Security: 90/100. Popularity: 90/100. Data sourced from PyPI registry, GitHub repository, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-07-22. Machine-readable data (JSON).

Safety Guide: Evidently

What is Evidently?

Evidently is a Python package — Open-source tools to analyze, monitor, and debug machine learning model in production..

How to Verify Safety

Run pip audit or safety check. Review on PyPI for download stats.

You can also check the trust score via API: GET /v1/preflight?target=evidently

Key Safety Concerns for Python package

When evaluating any Python package, watch for: dependency vulnerabilities, malicious uploads, maintenance status.

Measured Signals

Evidently has a Nerq Trust Score of 74/100 (B). This score is a composite of automated measurements of security, maintenance, community, and quality signals.

Key Takeaways

• Evidently has a Trust Score of 74/100 (B).
• The score is a measured composite — it is not a suitability judgment. Evaluate the individual signals against your own requirements.
• Query the current measured values via the Nerq API.

Disclaimer: Nerq trust scores are automated measurements based on publicly available signals. They are not endorsements, verdicts, or guarantees of suitability. Always evaluate the signals against your own requirements.