HF Validator

Instantly score any HuggingFace model for production readiness — community trust, stability, activity, and known issues.

As of June 2026, HF Validator has users in the Productivity category.

Usersno change0%
Ratingno change0%
— reviews
Reviewsno change0%
Version
0.1.0
Manifest V3

History

2 snapshots

Tracking since Apr 21, 2026.

Not enough history yet for this metric — the chart fills in as we collect more snapshots.
View as table
DateUsersRatingReviewsVersion
Apr 21, 20260.1.0
Apr 26, 20260.1.0
Now0.1.0

Permissions & access

Permissions
storagetabs
Host access
https://huggingface.co/*

Screenshots

HF Validator screenshot 1

About

Stop wasting hours downloading models that aren't ready for production.

HF Validator automatically injects a Production-Ready Score panel on every HuggingFace model page, giving you an instant signal before you commit to a multi-GB download.

WHAT YOU GET:

- Production-Ready Score (0–100) — a composite signal you can trust at a glance
- Community Trust — weighted likes and download count from the HF community
- Stability Score — continuous curve based on update recency (peaks at the 7–60 day sweet spot, flags both brand-new unstable models and abandoned ones)
- Activity — normalized download volume
- Download Trend — Rising / Stable / Declining at a glance
- Known Issues — count of bug-like discussions so you know what you're getting into
- One-line verdict: ✅ Production-ready · 🟡 Validate first · ⚠️ Actively changing · ❌ Not recommended

FREE PLAN: 5 model checks per day (cached 24 hours — rechecking the same model costs nothing).

PRO PLAN — $9.9/month:
- Unlimited checks
- 30-day download trend chart

Data is pulled exclusively from HuggingFace's public API. No account or API key required.

Technical

Version
0.1.0
Manifest
V3
Size
14.31KiB
Min Chrome
88
Languages
1
Featured
No

Metadata

ID
fmfomogcnekkkmhlcmlidjoobfbpgfle
Developer ID
u5a42c21cba7b5c1753b81b212473ecf7
Developer Email
[email protected]
Created
Apr 20, 2026
Last Updated (Store)
Apr 20, 2026
Last Scraped
Jun 8, 2026
Website
Support URL

Data sourced from the Chrome Web Store · last verified Jun 8, 2026.