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Mandel Nallo
"Mango"
14-3-0
Thin UFC data
VS
2026-10-17
UFC Fight Night: Buckley vs. Malott
Lightweight
Nate Landwehr
"The Train"
18-7-0
XGBOOST PREDICTION
Mandel Nallo 'Mango'
62.5% CONFIDENCE
What Every Model Says
XGBoost currently viewing
62.5% 37.5%
Mandel Nallo
LightGBM
62.9% 37.1%
Mandel Nallo
Logistic (Core)
54.5% 45.5%
Mandel Nallo
CatBoost
62.0% 38.0%
Mandel Nallo
Ensemble
59.1% 40.9%
Mandel Nallo
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
38%
Decision
38%
KO / TKO
25%
Submission
Decision37.5%
KO / TKO37.9%
Submission24.6%
If it's a finish, which round
Round 159.1%
Round 224.9%
Round 3+16.0%
A separate model trained only on how fights end (not who wins) — 62% estimated chance this fight is finished rather than going to a decision.
Why XGBoost leans this way
Mandel Nallo
Nate Landwehr
Age
Nate Landwehr 38.4 yrs
14%
Age
Mandel Nallo 37.2 yrs
12%
Experience edge (total fights)
Matchup -8
8%
Last 2 avg fight time
Mandel Nallo 125
5%
Avg takedowns attempted
Nate Landwehr 1.80
5%
Net striking dominance
Matchup +0.12
5%
Avg takedowns attempted
Mandel Nallo 2.37
4%
Strike rate delta r1 to r3
Nate Landwehr -0.48
3%
Head absorption rate
Mandel Nallo 66%
3%
Head absorption rate
Nate Landwehr 66%
3%
Strikes absorbed/min
Nate Landwehr 4.67
3%
Fights per year
Nate Landwehr 1.77
3%
Head-strike accuracy edge
Matchup 5%
3%
Elo rating
Nate Landwehr 1,490
3%
← pushes toward Mandel Nallo pushes toward Nate Landwehr →
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.

Mandel Nallo

Win Streak
N/A
Finish Rate
N/A%
Avg Duration
2.1m
Last 5 fights (most recent first)
L KO
Height: 183 cm
Weight: 155 lbs
Reach: 190 cm
Stance: Orthodox

Nate Landwehr

Win Streak
N/A
Finish Rate
20%
Avg Duration
9.5m
Last 5 fights (most recent first)
L KO
L KO
L KO
W KO
L DEC
Height: 175 cm
Weight: 145 lbs
Reach: 183 cm
Stance: Orthodox
Head-to-Head Stats
Mandel Nallo
ADVANTAGE
Nate Landwehr
Striking Accuracy
45.8%
+1.7%
44.1%
Strikes Landed/Min
3.11
+0.83
3.93
Strikes Absorbed/Min
3.24
+1.43
4.67
Striking Defense
52.1%
+2.3%
49.7%
Takedown Accuracy
37.5%
+0.0%
37.5%
Takedown Defense
62.5%
+2.0%
60.5%
Knockdowns/Fight
0.38
+0.23
0.15
Avg Control Time (sec)
72.89
+7.60
65.28
Strikes Per Round
15.47
+2.88
18.35
Head Strike %
64.5%
+4.2%
68.7%
Body Strike %
19.5%
+2.2%
17.3%
Leg Strike %
16.0%
+2.0%
14.0%
Last 5 Win Rate
0.0%
+20.0%
20.0%
Last 5 Finish Rate
0.0%
+20.0%
20.0%