League of Legends

KaBuM! Eports vs Estral Esports Prediction

July 21, 2026

20,000 Monte Carlo simulations

KaBuM! Eports vs Estral Esports prediction for July 21, 2026: Our Monte Carlo simulation ran 20,000 game iterations and projects Estral Esports 0 - KaBuM! Eports 1. KaBuM! Eports is favored with a 65.1% win probability. Most likely series score: 1-0 (Best of 1).

Estral Esports
0
Projected Maps
VS Bo1 • CD
KaBuM! Eports
1
Projected Maps
Series Win Probability
34.9%
65.1%
Estral EsportsKaBuM! Eports
1-0
Most Likely Score
MEDIUM
Confidence
20,000
Simulations
FINALEstral Esports 1 — KaBuM! Eports 0
Calibrated accuracy at this confidence: 65.9% (11,485 games)

Team Profiles

KaBuM! Eports
Elo: 1700 · ⚡ Early Aggro · Record: 10-3 (77%)
Estral Esports
Elo: 1595 · Record: 10-7 (59%)

Score Distribution

KaBuM! Eports winsEstral Esports wins
0-1
40.5%
1-0
59.5%

Advantage Breakdown

Draft +0.2%Phase +1.6%Context +0.9%

Key Factors

championship_v2.1 · 20,000 sims · Uncertainty: 0.36
How this prediction was generated: This page shows output from the Olympus Bets League of Legends Monte Carlo engine. Each game is simulated 20,000 times using real-time team data, injury reports, and current odds. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Probabilities are calibrated using Bayesian methods and sized via the Kelly Criterion. Full methodology →

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