Scoring inputs
- Popularity signals (downloads, saves, activity)
- AI quality signals (aesthetics, composition, uniqueness)
- Freshness signals (recent momentum, trend acceleration)
Methodology
How the ranking works
Rankings are generated from public metadata and scored with a hybrid model. Pages are published in small static batches for quality and build stability.
Windows
- Weekly: short-term momentum
- Monthly: stable trending baseline
- Yearly: durable long-run demand
Licensing policy
- Photos, icons, illustrations: CC0/Public Domain only
- Fonts: OFL or Apache only
- No full-file mirroring in this release
Security and trust
This website is static-first and does not allow user uploads. Outbound source links are review references, and file-level license validation remains required before production use.