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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

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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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Engine 4.0 — XGBoost + LightGBM + HistGradientBoosting

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For entertainment only. Not betting advice. 18+.

Gian Villante

7W · 11L

Orthodox

Heavyweight

Light Heavyweight

57% finish rate55% as favorite14% as underdog

1412

ELO Rating

Overview Career Stats ELO Analysis Fight History All

Career Averages (per fight)

37.7

Sig. Strikes

0.6

Takedowns

0.0

Sub Attempts

How They Win

KO/TKO4 (57%)

Submission0 (0%)

Decision0 (0%)

Loss Vulnerability

KO/TKO4 (36%)

Submission1 (9%)

Decision0 (0%)

Betting Profile

Win rate when fighting as favorite vs underdog

As Favorite

55%

6W – 5L in 11 fights

As Underdog

14%

1W – 6L in 7 fights