catboost

Name: catboost
Rating: 2.99 (1 reviews)
Author: CatBoost Developers

#1724 · by CatBoost Developers

infra serverless GPU

2.99/ 5.00

cautionBeta

Score capped to 2.99 (raw score: 3.89) due to insufficient data in one or more signals. The composite is held at caution level until all signals can be fully evaluated.

Mar 4, 2026 at 11:29 PM6 signals analysedNo manual reviews · fully automated

Trust Signal Breakdown

high23 sub-signals across 6 dimensions

CVEs, dependency health, and supply chain integrity

3 of 3 sub-signals with data

Known CVEs40%5.0

No known CVEs

via OSV.dev

Dependency Health30%5.0

10 dependencies (minimal)

via npm / PyPI

Supply Chain30%4.8

37 transitive CVEs found (penalty: -0.25)

via npm provenance

Uptime, latency, error rates, and incident history

4 of 4 sub-signals with data

Uptime35%5.0

100.00% over 7 checks

via Health checks

Response Latency25%5.0

p99: 85ms, p50: 28ms

via Health checks

Error Rate20%5.0

0.00% error rate (0/7)

via Health checks

Incident History20%2.0

4 incidents in last 90 days

via Incidents table

Commit recency, release cadence, issue response, CI/CD

4 of 4 sub-signals with data

Commit Recency30%5.0

via GitHub

Release Cadence25%4.0

via GitHub

Issue Response20%4.0

via GitHub

CI/CD Presence25%5.0

via GitHub Actions

Downloads, stars, dependents, and growth trajectory

2 of 4 sub-signals with data

Download Volume55%4.5

1,266,564 weekly downloads

via npm / PyPI

GitHub Stars45%4.0

8,824 stars

via GitHub

Dependent Packagesno data—

Weight redistributed to sub-signals with data

Growth Trendno data—

Weight redistributed to sub-signals with data

License, documentation, security policy, changelog

4 of 4 sub-signals with data

Open Source30%5.0

Public repo with OSI-approved license (apache-2.0)

via GitHub

Documentation25%4.0

Thorough README (>5000 bytes)

via GitHub

Security Policy20%5.0

SECURITY.md present

via GitHub

Changelog25%4.0

Releases exist but no CHANGELOG.md

via GitHub

Track record, org maturity, community standing

4 of 4 sub-signals with data

Track Record30%0.0

via Fabric index

Org Maturity30%0.0

via GitHub

Community Standing20%0.0

via GitHub

Cross-Platform20%0.0

via Registry scan

About this score

Scored across 23 sub-signals in 6 dimensionsScoring engine v1 (beta) — actively being expandedPhase 1: Core sub-signal architecture (live)Phase 2: Permission scope & expanded collection (in progress)

Trust AssessmentAI Assessment

Yandex's gradient boosting library with built-in handling of categorical features, GPU training, and strong out-of-the-box performance on structured data.

Package Availability (30d)

100.00%

p50: 28ms · p99: 85ms

Avg Latency

36ms

averaged across 30d health checks

Weekly Downloads

1.3M

PyPI weekly

Transparency & Compliance4/5 passed

✓

Open Source CodePublic repository on GitHub