Drakkar Klose
16-3-1
VS
Tommy Gantt
11-0-0
What Every Model Says
XGBoost
39.3%
60.7%
Tommy Gantt
LightGBM
39.8%
60.2%
Tommy Gantt
Logistic (Core)
currently viewing
48.7%
51.3%
Tommy Gantt
CatBoost
39.1%
60.9%
Tommy Gantt
Ensemble
33.3%
66.7%
Tommy Gantt
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
55%
Decision
31%
KO / TKO
15%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 45%
estimated chance this fight is finished rather than going to a decision.
Why XGBoost leans this way
Drakkar Klose
Tommy Gantt
11%
10%
10%
6%
6%
5%
5%
5%
5%
4%
4%
4%
3%
2%
← pushes toward Drakkar Klose
pushes toward Tommy Gantt →
Bars show each factor's SHAP contribution to this specific prediction — how much it pushed
the win probability toward one fighter, given everything else the model knows. Percentages
are each factor's share of the total push across the top 30 factors.
Drakkar Klose
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
L
SUB
W
DEC
L
KO
W
DEC
W
KO
Height:
175 cm
Weight:
155 lbs
Reach:
178 cm
Stance:
Orthodox
Tommy Gantt
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
W
SUB
W
KO
Height:
180 cm
Weight:
155 lbs
Reach:
193 cm
Stance:
Orthodox