tensorflow logo

tensorflow

#87 · by Google
infraserverlessGPU
4.17/ 5.00
trustedBeta
Mar 16, 2026 at 2:04 AM6 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%1.6

434 CVE(s) found — 1 unpatched

via OSV.dev

Dependency Health30%4.0

35 dependencies (low)

via npm / PyPI

Supply Chain30%4.8

58 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 17 checks

via Health checks

Response Latency25%5.0

p99: 102ms, p50: 32ms

via Health checks

Error Rate20%5.0

0.00% error rate (0/17)

via Health checks

Incident History20%1.0

6 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%1.0

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

5,382,853 weekly downloads

via npm / PyPI

GitHub Stars45%5.0

194,157 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

Good README (>2000 bytes with examples)

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%5.0

Internal: 3.0 (6 services), External: 5.0 (69231 followers, 95741 stars)

via Fabric index

Org Maturity30%5.0

Organization, 14.2 years old

via GitHub

Community Standing20%5.0

2840 public repositories

via GitHub

Cross-Platform20%5.0

Present on 3 platform(s): github, npm, pypi

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

TensorFlow is an open source machine learning framework for everyone.

Package Availability (30d)
100.00%
p50: 32ms · p99: 102ms
Avg Latency
42ms
averaged across 30d health checks
Weekly Downloads
5.4M
PyPI weekly
Transparency & Compliance4/5 passed
✓
Open Source CodePublic repository on GitHub
✓
OSI LicenseLicensed under APACHE-2.0
✓
DocumentationREADME with examples/code blocks
✓
SECURITY.mdSecurity policy published
✗
API DocumentationNo API documentation detected
Incidents & Alertslast 90 days
Mar 5Trust score increased by 1.394.38
Mar 1Trust score decreased by 0.563.24
Feb 25Critical CVE detected — patched in v2.6.13.80
Feb 25Trust score increased by 2.813.80
Feb 23676 known CVE(s) detected in dependencies0.99
Feb 23tensorflow added to Trust Index2.13
Showing 6 of 6 events
Score History90 snapshots
5.003.752.501.250.00
Feb 23Mar 8
Community & Ecosystemadoption signals
5.4M
Weekly Downloads
PyPI
10
Releases
on GitHub
Supply Chain & Dependenciestrust chain
◈
absl-py
pypi · >=1.0.0
◈
astunparse
pypi · >=1.6.0
◈
flatbuffers
pypi · >=25.9.23
◈
gast
pypi · !=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1
◈
google_pasta
pypi · >=0.1.1
◈
grpcio
pypi · <2.0,>=1.24.3 · 6 CVEs1L4H1M
Showing 6 of 34 dependencies
Data Sources6 indexed
◎
OSV.devCVE database · vulnerability scanning for npm & PyPI packages
◈
GitHub APICommits, issues, releases, repo metadata, transparency checks
⬡
npm RegistryPackage metadata, weekly downloads, maintainers, dependencies
⬡
PyPIPackage metadata, weekly downloads, dependency tree
△
HTTP Health Checks15-min pings · uptime, latency, status monitoring
◎
PyPI StatsDownload statistics and trends
Version Historyscore per release
VERSIONRELEASEDSCOREDELTA
v2.21.0Mar 6, 20264.33+1.09
v2.21.0-rc1Mar 2, 20263.24—
v2.21.0-rc0Feb 9, 2026——
v2.20.0Aug 13, 2025——
v2.19.1Aug 13, 2025——
v2.20.0-rc0Jul 28, 2025——
Showing 6 of 10 releases

Are you the publisher?

Claim this profile to unlock deeper evaluation, real-time monitoring,
and trust signals that help agents discover your service.

Share this Trust Score

Generate a scorecard image optimised for X, LinkedIn and other social platforms.

⬇ Download Score Card