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Match Prediction Engine
Top models accuracy · top-tier VANGUARD 86.1%    SENTINEL 84.1%    STRONGHOLD 83.1%    TRIBUNAL 83.0%    TIER3ELO 78.9%    NEXUS 77.4%    TIERELO 76.9%    TIER2ELO 74.6%    ELOHQ 72.7%    HIGHORACLE 70.3%   
Model Leaderboard Explained

What is the Model Leaderboard?

The Model Leaderboard ranks all AI models by their prediction accuracy on Top-tier matches. It's a live scoreboard — accuracy updates after every completed match.

Color coding

Models are colored on a gradient from green (best accuracy) to red (worst). The color updates dynamically as accuracy changes — if a model goes on a hot streak, it moves up and turns greener.

Tier filters

  • Top — accuracy on top-tier matches only (most reliable signal)
  • Major — accuracy on major event matches
  • All — combined Top + Major accuracy

Calibrating models

New models show a pulsing orange dot and "calibrating" status until they have at least 10 predictions. This prevents ranking models based on too few data points.

Which model should I follow?

No single model is always right. The best strategy is to look at consensus — when most models agree, the prediction is usually reliable. When models disagree sharply, the match is genuinely uncertain.

Check the leaderboard regularly — the best model this week might not be the best next week. Form matters for models too.

May 2026 — Knife Giveaway Winners + Top Predictors
Top Models May → June 2026 — STRONGHOLD leads at 78.4%
Week 22 → 23, 2026 — Top Predictors & Cash Prizes
Model of the Week W22 → W23, 2026 — SQUAD (60.9%)
Model of the Week W21 → W22, 2026 — WR10P (75.8%)
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