Kurtis Campbell
"The Pink Panther"
8-0-0
Thin UFC data
VS
Trevor Peek
9-3-0
What Every Model Says
XGBoost
58.6%
41.4%
Kurtis Campbell
LightGBM
currently viewing
65.3%
34.7%
Kurtis Campbell
Logistic (Core)
62.7%
37.3%
Kurtis Campbell
CatBoost
57.7%
42.3%
Kurtis Campbell
Ensemble
62.0%
38.0%
Kurtis Campbell
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
56%
Decision
27%
KO / TKO
16%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 44%
estimated chance this fight is finished rather than going to a decision.
Why LightGBM leans this way
Kurtis Campbell
Trevor Peek
25%
7%
7%
6%
5%
5%
5%
3%
3%
3%
3%
2%
2%
2%
← pushes toward Kurtis Campbell
pushes toward Trevor Peek →
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.
Kurtis Campbell
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
5.5m
Last 5 fights (most recent first)
L
KO
Height:
175 cm
Weight:
145 lbs
Reach:
183 cm
Stance:
Switch
Trevor Peek
Win Streak
N/A
Finish Rate
20%
Avg Duration
13.0m
Last 5 fights (most recent first)
L
DEC
L
DEC
W
DEC
L
DEC
W
KO
Height:
175 cm
Weight:
145 lbs
Reach:
178 cm
Stance:
Switch
Head-to-Head Stats
Kurtis Campbell
ADVANTAGE
Trevor Peek
Striking Accuracy
Strikes Landed/Min
Strikes Absorbed/Min
Striking Defense
Takedown Accuracy
Takedown Defense
Knockdowns/Fight
Avg Control Time (sec)
Strikes Per Round
Head Strike %
Body Strike %
Leg Strike %
Last 5 Win Rate
Last 5 Finish Rate