A live discovery scoreboard—not a scientific measurement of comedy.
Buzz combines recent view acceleration, velocity since upload, like-to-view engagement, reach and freshness. It is normalized against other recent videos in the current dataset.
The weekly Funniest 25 uses an algorithmic comedy signal weighted toward engagement, discussion, current heat and freshness. It is a score, not a claim that a percentage of people laughed. One-tap visitor reactions are stored on-device in the current static build.
BingeBuzz also ingests YouTube's U.S. most-popular chart and reranks those videos using the same momentum framework. This creates a broader viral feed without diluting the comedy source universe.
Breakout rewards videos with unusually strong velocity and acceleration while their total reach is still relatively small. It is designed to surface clips before they become obvious hits.
BingeBuzz stores metadata and original rankings, not copies of creator videos. Playback uses source-platform embeds and every clip page links to the original video.