INTEL

Dispatches from the deep

Strategy, stats, and stories from the data nobody else has — 20,000+ rated 4on4s and a calibrated ratings engine.

DATA LAB

Your Pickup Games Were 67/33. We Fixed That.

We scored 9,946 real QuakeWorld 4on4s: the average pickup split was a 67/33 mismatch, while a fair split existed 94.5% of the time. Meet the DeepFrag team balancer.

AUGUST 25, 2026 4 MIN READ
DON'T READ ALONE

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