Model Overview

v3

8-signal model — PandaScore real odds, H2H records, Liquipedia roster stability, VLR.gg rankings

8 Weighted Signals

Ranking28%
Bookmaker Odds25%
Form / Win Rate20%
Elo Rating17%
Tournament Tier10%
H2H Record±3%
Roster Stabilitypenalty
Map Poolsignal

Confidence Thresholds

STRONG >70%
LEAN 6570%
SKIP <65%

Notes

CS2 + Valorant + LoL — PandaScore + VLR.gg + Liquipedia data. Min confidence 65%, min price 15¢, quarter-Kelly sizing

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