How scoring works
Every Femehk Score is computed from public platform data with the formula below. No hidden components, no manual boosts, no pay-to-rank — ever. Manually curated or creator-declared values are displayed with their own provenance dot and never enter the score.
score = 0.35 · Reach + 0.3 · Engagement + 0.2 · Momentum + 0.15 · Activity
Reach (35%)
Log-scaled subscribers: 100 · log10(subs + 1) / log10(100M). The log scale means a 50M-subscriber giant doesn't automatically crush everyone — a sharp mid-size creator can out-rank a coasting one.
Engagement (30%)
Mean of (likes + comments) / views over recent videos, where 10% engagement = a full 100. Zero-view videos are excluded — never a divide-by-zero, never a fake number.
Momentum (20%)
Median views of the latest 5 videos vs. the channel's overall median; hitting 1.5× = 100. Using medians means one lucky viral video can't fake a trend — a video over 3× the channel median within 60 days adds a capped +10 bonus instead.
Activity (15%)
Upload frequency (4/month = full marks, 60%) plus recency (decays to zero 60 days after the last upload, 40%). A coasting channel ranks below an active one — by design.
The fine print we publish anyway
- Formula version
2026-06-10.1— any change bumps this version, and historical scores stay interpretable. - Scores are batch-computed daily and cached; every profile shows its "last updated" stamp.
- Daily metric snapshots are stored from day one, so future methodology changes stay auditable.
- Rankings can't be bought. There is no paid placement in any leaderboard.
See it in action on the leaderboard.