Brendan Allen
"All In"
26-7-0
VS
Christian Leroy Duncan
"CLD"
13-2-0
What Every Model Says
XGBoost
42.5%
57.5%
Christian Ler...
LightGBM
47.5%
52.5%
Christian Ler...
Logistic (Core)
42.4%
57.6%
Christian Ler...
CatBoost
43.2%
56.8%
Christian Ler...
Ensemble
41.0%
59.0%
Christian Ler...
No Age · CatBoost
42.0%
58.0%
Christian Ler...
No Age · Ensemble
37.4%
62.6%
Christian Ler...
No Age · LightGBM
41.8%
58.2%
Christian Ler...
No Age · Logistic (Core)
36.9%
63.1%
Christian Ler...
No Age · XGBoost
currently viewing
43.4%
56.6%
Christian Ler...
Recency-Heavy · CatBoost
46.0%
54.0%
Christian Ler...
Recency-Heavy · Ensemble
38.9%
61.1%
Christian Ler...
Recency-Heavy · LightGBM
46.6%
53.4%
Christian Ler...
Recency-Heavy · Logistic (Core)
41.0%
59.0%
Christian Ler...
Recency-Heavy · XGBoost
44.6%
55.4%
Christian Ler...
With Odds · CatBoost
45.2%
54.8%
Christian Ler...
With Odds · Ensemble
39.8%
60.2%
Christian Ler...
With Odds · LightGBM
42.3%
57.7%
Christian Ler...
With Odds · Logistic (Core)
42.4%
57.6%
Christian Ler...
With Odds · XGBoost
43.5%
56.5%
Christian Ler...
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
53%
Decision
31%
KO / TKO
16%
Submission
If it's a finish, which round
A separate model trained only on how fights end (not who wins) — 47%
estimated chance this fight is finished rather than going to a decision.
Why XGBoost leans this way
Brendan Allen
Christian Leroy Duncan
17%
16%
10%
6%
4%
3%
3%
3%
3%
2%
2%
2%
2%
2%
← pushes toward Brendan Allen
pushes toward Christian Leroy Duncan →
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.
Brendan Allen
Win Streak
3
Finish Rate
20%
Avg Duration
16.0m
Last 5 fights (most recent first)
W
DEC
W
KO
W
DEC
L
DEC
L
DEC
Height:
188 cm
Weight:
185 lbs
Reach:
190 cm
Stance:
Orthodox
Christian Leroy Duncan
Win Streak
5
Finish Rate
40%
Avg Duration
11.4m
Last 5 fights (most recent first)
W
DEC
W
DEC
W
KO
W
KO
W
DEC
Height:
188 cm
Weight:
185 lbs
Reach:
201 cm
Stance:
Switch
Head-to-Head Stats
Brendan Allen
ADVANTAGE
Christian Leroy Duncan
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