MrBeast

GenreChallenge / philanthropy
Network / platformYouTube
Production years2012–present
Episodes analyzed2

Aggregate metrics

Based on 2 episode(s). FFC: 0.533

MetricMeanMedianStd dev
Formal-Feature Composite (FFC)0.5330.5330.013
Cuts per minute34.734.72.9
Color saturation0.2930.2930.080
Color contrast0.2280.2280.006
Motion0.14540.14540.0098
Flashing events / min12.812.80.2
Audio RMS0.18560.18560.0270

Unlike black-box tools, CMAT measures its own error rate against human coding. That validation is currently a small, single-coder pilot, so treat the figures as indicative, not settled. Detection accuracy (preliminary): transition-BOUNDARY detection across all coded transition types — i.e. whether a transition was found there, not whether it was labelled correctly — agreed with human coding at F1 0.85 (±2s match, 2 comparison run(s), single coder; larger sample and inter-rater reliability in progress). This is the figure the pacing RATE depends on; type classification is scored separately and is lower. Accuracy is content-dependent. Dissolve/scene-change detection experimental. Colour, motion and audio are deterministic measurements; FLASHING is unvalidated and is not a safety assessment. See Methodology.

Episodes

EpisodeAir dateFFCCuts/minSaturationMotionFlash/min
$10,000 Every Day You Survive In A Grocery Store0.52031.80.2130.135713.0
Mr Beast Squid Games0.54637.50.3730.155212.7