Weekly leaderboard · Week 34, 2026 · 15% of the Society Score
Engagement-quality and authenticity signals - the anti-botting trust score. Ranked by the confidence score, then by weeks tracked.
Scores are level at 85 this week, so the board is decided by weeks tracked until the chat sampler adds engagement-quality signals.
silverrruns
578
VIEW
0%
GRW
1.8K
FANS
Minecraft
2 wk weeks tracked
xyzoom
502
VIEW
0%
GRW
1.3K
FANS
Minecraft
2 wk weeks tracked
HappyHappyGal_VOD
520
VIEW
0%
GRW
3.3K
FANS
Fortnite
2 wk weeks tracked
best confidence in each chart
top 25 · score, then weeks tracked
Confidence measures engagement quality: real chat activity relative to viewers, organic follower curves, and healthy viewer variance. Channels with low engagement quality are excluded from rising charts automatically - we publish scores, never accusations.
Five components, recomputed nightly. This board ranks one of them.
The Confidence Factor is authenticity read positively: viewer-count variance that breathes like a real audience, follower curves without unexplained spikes, and chat that matches the viewer count.
Longer clean track records rank higher while engagement-quality signals are still being collected.
Low engagement quality never produces a public accusation - it only costs chart eligibility.