Model Accuracy & Track Record

Every prediction frozen at registration time. Every result shown — including where the market wins.

Pre-match model

Team-signal predictions, frozen at registration time — published uncalibrated and resolved automatically

Accumulating results...

Pre-registered predictions started June 11, 2026 — results appear here as series resolve. Every prediction is frozen at creation and never edited.

At-draft AI agent (Hermes)

Predicts at draft lock-in, compared against Polymarket odds captured at the same moment. Rows where the market wins are shown — that transparency is the credibility.

LeagueNAcc %Agent Brier(lower = better)Mkt Brier
LCK5576.4%0.18210.1888
North Amer3658.3%0.2611
LCP3265.6%0.21990.2112
LJL3070.0%0.20910.1709
LEC3066.7%0.22740.1989
LCS2744.4%0.26630.2527
LES2564.0%0.21410.1891
LFL2475.0%0.19660.1629
CBLOL2365.2%0.23580.2251
Prime Leag2045.0%0.25870.1897
LCK CL1973.7%0.21450.1730
TCL1764.7%0.21900.2099
All leagues33965.2%0.22250.1981
★ agent Brier lower ★ market Brier lower0.25 = coin flip

Methodology

The pre-match model uses team-level signals only: Elo ratings, season win rate, H2H record, and recent form — no champion data, frozen at prediction time. Hermes (the at-draft agent) adds seven signals including champion win rates and duo synergies. Brier score measures probabilistic accuracy: 0 = perfect, 1 = maximally wrong, 0.25 = equivalent to a 50/50 coin flip. Lower is better. Predictions are pre-registered — they cannot be edited after creation.