Stephen Thompson
"Wonderboy"
17-9-1
VS
Charles Radtke
"Chuck Buffalo"
11-5-0
What Every Model Says
XGBoost
34.9%
65.1%
Charles Radtke
LightGBM
35.7%
64.3%
Charles Radtke
Logistic (Core)
49.2%
50.8%
Charles Radtke
CatBoost
42.2%
57.8%
Charles Radtke
Ensemble
32.8%
67.2%
Charles Radtke
No Age · CatBoost
41.8%
58.2%
Charles Radtke
No Age · Ensemble
37.3%
62.7%
Charles Radtke
No Age · LightGBM
40.4%
59.6%
Charles Radtke
No Age · Logistic (Core)
57.2%
42.8%
Stephen Thompson
No Age · XGBoost
35.7%
64.3%
Charles Radtke
Recency-Heavy · CatBoost
40.7%
59.3%
Charles Radtke
Recency-Heavy · Ensemble
37.1%
62.9%
Charles Radtke
Recency-Heavy · LightGBM
34.5%
65.5%
Charles Radtke
Recency-Heavy · Logistic (Core)
currently viewing
47.9%
52.1%
Charles Radtke
Recency-Heavy · XGBoost
42.1%
57.9%
Charles Radtke
With Odds · CatBoost
44.2%
55.8%
Charles Radtke
With Odds · Ensemble
43.9%
56.1%
Charles Radtke
With Odds · LightGBM
46.9%
53.1%
Charles Radtke
With Odds · Logistic (Core)
49.2%
50.8%
Charles Radtke
With Odds · XGBoost
39.8%
60.2%
Charles Radtke
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
50%
Decision
35%
KO / TKO
15%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 50%
estimated chance this fight is finished rather than going to a decision.
Why XGBoost leans this way
Stephen Thompson
Charles Radtke
15%
10%
7%
6%
6%
5%
5%
5%
3%
3%
3%
2%
2%
2%
← pushes toward Stephen Thompson
pushes toward Charles Radtke →
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.
Stephen Thompson
Win Streak
N/A
Finish Rate
20%
Avg Duration
14.4m
Last 5 fights (most recent first)
L
DEC
L
KO
L
SUB
W
KO
L
DEC
Height:
183 cm
Weight:
170 lbs
Reach:
190 cm
Stance:
Orthodox
Charles Radtke
Win Streak
2
Finish Rate
40%
Avg Duration
8.1m
Last 5 fights (most recent first)
W
DEC
W
SUB
L
KO
W
KO
L
KO
Height:
175 cm
Weight:
170 lbs
Reach:
183 cm
Stance:
Orthodox
Head-to-Head Stats
Stephen Thompson
ADVANTAGE
Charles Radtke
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