Chad Anheliger
"The Monster"
13-8-0
VS
Steven Koslow
"Obi Won Shinobi The Pillow"
6-1-0
Market vs Model STRONG VALUE
Chad Anheliger
Steven Koslow
Opening line
-129
+109
Market says
54%
46%
Main + Market says
44%
56%
Gap vs market
-10
+10
Market Margin says
41%
59%
Edge at that price
-15
+11
Steven Koslow at +109:
Market Margin gives 59% vs 48% needed to break even
— a 11-point edge on the underdog.
The gap uses whichever model you've selected. Value always comes from Market Margin, the one model whose
disagreements with the betting line were backtested (flagged sides returned about +8% for favorites and +18% for
underdogs on flat bets at the opening price across ~2,800 past fights). Other models' disagreements with the market
haven't held up, so they don't get a value flag. It's measured against the opening line — if the price has
moved, the edge will be different.
What Every Model Says
Main + Market
currently viewing
44.1%
55.9%
Steven Koslow
XGBoost
35.4%
64.6%
Steven Koslow
LightGBM
38.9%
61.1%
Steven Koslow
Logistic (Core)
35.8%
64.2%
Steven Koslow
CatBoost
38.9%
61.1%
Steven Koslow
Ensemble
34.8%
65.2%
Steven Koslow
Market Margin · XGBoost
41.2%
58.8%
Steven Koslow
Recency-Heavy · CatBoost
41.2%
58.8%
Steven Koslow
Recency-Heavy · Ensemble
31.8%
68.2%
Steven Koslow
Recency-Heavy · LightGBM
34.4%
65.6%
Steven Koslow
Recency-Heavy · Logistic (Core)
35.1%
64.9%
Steven Koslow
Recency-Heavy · XGBoost
35.9%
64.1%
Steven Koslow
With Odds · CatBoost
42.2%
57.8%
Steven Koslow
With Odds · Ensemble
38.7%
61.3%
Steven Koslow
With Odds · LightGBM
45.2%
54.8%
Steven Koslow
With Odds · Logistic (Core)
35.8%
64.2%
Steven Koslow
With Odds · XGBoost
39.1%
60.9%
Steven Koslow
Click a model to view the fight through its eyes — probabilities, prediction and explanation update.
How It Ends
48%
Decision
29%
KO / TKO
23%
Submission
How long it lasts 3-round fight
44%
Goes the distance
fair +125
56%
Ends in a finish
fair -125
| Rounds line | Over | Under |
|---|---|---|
| 0.5 | 88% -757 | 12% +757 |
| 1.5 | 73% -271 | 27% +271 |
| 2.5 | 60% -152 | 40% +152 |
When it ends
"Over 1.5" means the fight lasts past the middle of round 2, the way sportsbooks settle it. Fair odds
are the break-even price with no vig, so compare them with a book's line.
On unseen fights this model beat the plain base rate by about 4%
(log loss; 51% of 3-round fights go the distance),
so treat it as a tilt away from the base rate, not a certainty.
Why XGBoost leans this way
Chad Anheliger
Steven Koslow
18%
12%
8%
6%
6%
5%
4%
3%
3%
3%
3%
3%
3%
2%
← pushes toward Chad Anheliger
pushes toward Steven Koslow →
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.
Chad Anheliger
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
L
SUB
L
DEC
W
DEC
L
SUB
L
DEC
Height:
168 cm
Weight:
135 lbs
Reach:
163 cm
Stance:
Orthodox
Steven Koslow
Win Streak
N/A
Finish Rate
N/A%
Avg Duration
N/Am
Last 5 fights (most recent first)
W
SUB
L
KO
Height:
170 cm
Weight:
125 lbs
Reach:
175 cm
Stance:
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