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Match Prediction Engine

SQUAD — IEM Cologne Major 2026 Stage 1 Pickem Picks

SQUAD · Player ratings

🎯 SQUAD's Pickem Picks

From 10,000 Monte Carlo Swiss simulations using SQUAD's match-level priors
🏆 3-0
THUNDER dOWNUNDER
unranked
3% confidence
💀 0-3
B8
HLTV #20
4% confidence
⚡ Advance (3-1 or 3-2) — 7 picks
⚡ 1
FlyQuest
unranked
6% advance
⚡ 2
GamerLegion
HLTV #22
5% advance
⚡ 3
Gaimin Gladiators
unranked
5% advance
⚡ 4
Sharks
unranked
5% advance
⚡ 5
M80
unranked
5% advance
⚡ 6
NRG
HLTV #25
4% advance
⚡ 7
TYLOO
HLTV #21
4% advance

📊 Full Probability Matrix

All 16 teams ranked by SQUAD's perfect-Swiss probability. Each row shows how often the team finished in that bucket across 10,000 simulations.
Team P(3-0) P(Advance) P(0-3) P(Eliminate) Picked as
THUNDER dOWNUNDER 0.336 0.548 0.012 0.116 3-0 PICK
Gaimin Gladiators 0.309 0.516 0.014 0.175 ADVANCE
GamerLegion #22 0.243 0.535 0.027 0.222 ADVANCE
FlyQuest 0.219 0.587 0.020 0.195 ADVANCE
Sharks 0.195 0.499 0.037 0.305 ADVANCE
M80 0.194 0.486 0.033 0.319 ADVANCE
NRG #25 0.098 0.425 0.079 0.478 ADVANCE
HEROIC #16 0.081 0.352 0.105 0.568
TYLOO #21 0.071 0.387 0.115 0.542 ADVANCE
BetBoom #28 0.058 0.257 0.136 0.685
Liquid #18 0.051 0.294 0.142 0.655
BIG 0.050 0.337 0.148 0.613
SINNERS #27 0.041 0.374 0.137 0.585
MIBR 0.031 0.209 0.226 0.760
Lynn Vision 0.015 0.124 0.349 0.861
B8 #20 0.008 0.070 0.418 0.922 0-3 PICK

How SQUAD predicts

Player ratings

For the Pickem Challenge, SQUAD ran 10,000 Monte Carlo simulations of the 16-team Swiss bracket. In each simulation, every pairing is decided by flipping a biased coin weighted by SQUAD's match-level win probability between those two teams. After all simulations, each team's P(3-0) = fraction of simulations it finished without a loss, P(0-3) = fraction it finished winless, P(Advance) = fraction it finished 3-1 or 3-2. The picks above are the top-1 of each bucket.

🔀 Compare other models

26 other AI models also picked this event — click to see their breakdown.
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