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Predictions Fighters Calendar Rankings Us vs Vegas Track Record

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Predictions Fighters Calendar Rankings Us vs Vegas Track Record

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Engine 4.0 System How our ELO works Our Philosophy What predicts fights The dataset

This week's picks

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An AI prediction engine for UFC fights. Built on public fight data, trained on seven thousand bouts. Not affiliated with UFC.

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Predictions
Track Record
Us vs Vegas
Betting ROI
Fighters
Calendar

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Engine 4.0 System
How our ELO works
Our Philosophy
What predicts fights
Model analytics
Test the Model
Error analysis

Engine 4.0 — XGBoost + LightGBM + HistGradientBoosting

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For entertainment only. Not betting advice. 18+.

Kanako Murata

1W · 2L

Orthodox

Women's Strawweight

0% finish rate100% as favorite0% as underdog

1482

ELO Rating

Overview Career Stats ELO Analysis Fight History All

Career Averages (per fight)

1.4

Sig. Strikes

1.9

Takedowns

0.7

Sub Attempts

How They Win

KO/TKO0 (0%)

Submission0 (0%)

Decision0 (0%)

Loss Vulnerability

KO/TKO1 (50%)

Submission0 (0%)

Decision0 (0%)

Betting Profile

Win rate when fighting as favorite vs underdog

As Favorite

100%

1W – 0L in 1 fights

As Underdog

0%

0W – 1L in 1 fights