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UFC Fight Night: Almeida vs Garbrandt
Erik Koch
Erik Koch
14-4 · USA
VS
Shane Campbell
Shane Campbell
12-4 · CAN
May 29, 2016 · Las Vegas, Nevada, USA
Lightweight · 3 rounds
Erik Koch def. Shane Campbell by SUB (Rear Naked Choke), R2 3:02
Performance
Round by round
SSTDKDCtrl
R1
Koch13/371/301:25
Campbell15/230/301:05
R2 · 3:02
Koch1/31/102:50
Campbell1/30/000:00
Total
Koch14/402/404:15
Campbell16/260/301:05

Pre-fight

The model's read going in

The walk-forward model's call at the time of the bout — persisted out-of-sample, with no hindsight about the result.

Prediction
KochWin probabilityCampbell
57.0%43.0%
KO / TKO
29%
Submission
31%
Decision
40%
Expected fight time: 9.0 min
What drives the pick

Each bar is a feature's push on the model from the center axis. Red pushes toward Koch, blue toward Campbell. Tap a bar for why.

Predicted outcomes
Koch57%
Wins by
Model
Equity
Mkt
KO / TKO17%29%
Submission20%36%
Decision20%35%
Predicted output
Sig. strikes31 (1740)act 14
Takedowns1.0 (0.02.9)act 2
Campbell43%
Wins by
Model
Equity
Mkt
KO / TKO13%30%
Submission10%23%
Decision20%47%
Predicted output
Sig. strikes34 (1944)act 16
Takedowns0.4 (0.01.7)act 0
Combined totals~65 sig strikes~1.4 takedownsmkt —
How it ends
mkt —
R139%
R213%
R38%
Distance40%
Fighter props
Most sig. strikestie 1.7%
Koch
44.9%+119
Campbell
-11953.4%
Most takedownstie 35.9%
Koch
44.7%-231
Campbell
+23119.3%
Significant strikes — over/under
Koch
Expected: 30.8
31
Over 31
41.0%
+138
Exactly 31
2.1%
push
Under 31
56.8%
-138
03978
Campbell
Expected: 33.8
34
Over 34
41.2%
+138
Exactly 34
1.9%
push
Under 34
56.9%
-138
04385
Takedowns — over/under
Koch
Expected: 1.0
1
Over 1
34.4%
+132
Exactly 1
20.3%
push
Under 1
45.3%
-132
035
Campbell
Expected: 0.4
0.5
Over 0.5
32.1%
+212
Under 0.5
67.9%
-212
035

Odds are model-implied (no real prop market is priced for these). The “most” prices are draw-no-bet — a tie (for takedowns, usually 0–0) is a push, so each side is priced off its chance of winning given a result, while the % shown is the raw chance of landing strictly more. Drag a line in half-point steps: a half line (e.g. 2.5) is a clean over/under, while a whole number adds a third outcome — landing exactly on it, a push — so over, exact and under sum to 100%. On a whole number the over/under odds are draw-no-bet (priced off the decisive mass, since the push refunds), so the two sides stay mirror images rather than implying an arbitrage.

Expected fight time 9.0 min. Predicted-output ranges are percentiles of the model’s simulated fights: sig strikes the middle 50% (25th–75th); takedowns the wider 10th–90th, since they’re 0 in most fights so a narrow band would collapse to 0. Win-by-method = win probability × that fighter’s own method split: the model forecasts how the fight ends, and that forecast is divided between the corners by each fighter’s finishing record — UFC wins in full, earlier-career wins at half weight, as of fight night — reconciled so the fighters’ totals still equal their win probabilities and the methods still total the fight-level forecast above. “Equity” is each of those over that fighter’s win % — how they win given that they win — so a column adds to 100%, and it differs by corner. A fighter with no classifiable wins at any level leans on the fight-level split. “How it ends” is the model’s round-of-finish split. “Mkt” is the de-vigged market prop (consensus across books), shown for context, not as a betting signal; rounds & totals slots fill as that data lands. Percentages are apportioned by largest remainder, so each set adds to its total exactly and an individual figure can sit a point off its own rounding.

Model vs market
Final
ModelMarketGapLine
To win
Koch57.0%43.8%+13.2+120
Campbell43.0%56.2%−13.2-140

Market % is the de-vigged (no-vig) consensus across the books that price both fighters; the line is the average across books with the min–max range in parentheses. Gap is the model minus the market in points (+ = the model rates that outcome above the market). Thin or one-sided markets are flagged or left blank rather than shown as a fabricated %. Shown for context, not as a bet — the closing line is the sharpest public price and the model trails it on average. For 5-round bouts the model splits its round-3+ finish mass into rounds 3–5 by the historical within-bucket rate, so the over-3.5 / 4.5 lines carry a model estimate.

Trait web
56.5Striking73.0
Campbell +16.5
44.6Grappling49.2
Campbell +4.6
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
KochCampbell
Tale of the tape
Ratings (Elo)
1533
Pound-for-pound
1511
1533
Divisional
1524
1503
Striking offense
1510
1501
Striking defense
1509
1496
Grappling offense
1496
1508
Grappling defense
1494
Physical
27 yrs
Age
29 yrs
5'10"
Height
6'0"
71"
Reach
71"
Southpaw
Stance
Orthodox
Striking (UFC career)
2.57
Strikes landed / min
4.33
39%
Strike accuracy
59%
3.19
Strikes absorbed / min
3.33
49%
Strike defense
53%
Grappling (UFC career)
0.00
Takedowns / 15 min
1.72
Takedown accuracy
36%
85%
Takedown defense
87%
1.7
Sub attempts / 15 min
0.0
Form & résumé
50%
UFC win rate
33%
-1
Win/loss streak
-1
40%
Last-5 win rate
33%
67%
Finish rate
0%
Recent opp. quality
750
Days since last fight
98
Recent form (last 5 UFC)
Erik Koch
  • LDaron CruickshankKO/TKO R1
    Close -2952y 1mo before
  • WRafaello OliveiraKO/TKO R1
    Close -4802y 3mo before
  • LDustin PoirierU-DEC R3
    Close -2002y 9mo before
  • LRicardo LamasKO/TKO R2
    Close -2253y 4mo before
  • WJonathan BrookinsU-DEC R3
    Close -2004y 8mo before
Shane Campbell
  • LJames KrauseU-DEC R3
    Close +1603mo before
  • WElias SilverioU-DEC R3
    Close +2109mo before
  • LJohn MakdessiKO/TKO R1
    Close -1101y 1mo before
Koch — win / loss by method
Record: 14-4-0

Bar length is fight count (largest bar = full width); shading splits finishes by round and decisions by unanimous vs split — tap a bar for the round-by-round count.

KO/TKO
4 wins, 2 losses
W
29% of wins
L
50% of losses
Submission
7 wins, 0 losses
W
50% of wins
L
0% of losses
Decision
3 wins, 2 losses
W
21% of wins
L
50% of losses
UFC
3win3loss0draw0NC
WinsLosses
2 (67%)KO/TKO(67%) 2
0 (0%)Submission(0%) 0
1 (33%)Decision(33%) 1
Non-UFC
11win1loss0draw0NC
WinsLosses
2 (18%)KO/TKO(0%) 0
7 (64%)Submission(0%) 0
2 (18%)Decision(100%) 1
Campbell — win / loss by method
Record: 12-4-0

Bar length is fight count (largest bar = full width); shading splits finishes by round and decisions by unanimous vs split — tap a bar for the round-by-round count.

KO/TKO
5 wins, 1 loss
W
42% of wins
L
25% of losses
Submission
2 wins, 1 loss
W
17% of wins
L
25% of losses
Decision
5 wins, 2 losses
W
42% of wins
L
50% of losses
UFC
1win2loss0draw0NC
WinsLosses
0 (0%)KO/TKO(50%) 1
0 (0%)Submission(0%) 0
1 (100%)Decision(50%) 1
Non-UFC
11win2loss0draw0NC
WinsLosses
5 (45%)KO/TKO(0%) 0
2 (18%)Submission(50%) 1
4 (36%)Decision(50%) 1

Profiles

Experience
Koch
Campbell
6
UFC fights
3
44.8 min · 7.5 avg
Octagon time
34.9 min · 11.6 avg
19y 7m
Career length
18y 1m
UFC schedule strength

Opponents' records on fight night — toggle their full cross-promotional record vs UFC bouts only.

Koch
Campbell
83W–22L · 79.0%
Overall
45W–11L · 80.4%
44W–13L · 77.2%
Wins
11W–1L · 91.7%
39W–9L · 81.3%
Losses
34W–10L · 77.3%
Non-UFC schedule strength
Koch
Campbell
112W–40L · 73.7%
Overall
83W–37L · 69.2%
107W–40L · 72.8%
Wins
65W–32L · 67.0%
5W–0L · 100.0%
Losses
18W–5L · 78.3%
Distance striking
Koch
Campbell
3.57
Landed / min
9.68
27.4%
Accuracy
55.0%
68.8%
Defense
55.8%
0.67
Knockdowns / 15 min
0.00
38.8%
Time at distance
32.9%
Grappling & control
Koch
Campbell
0.00
Takedowns / 15 min
1.72
Takedown accuracy
36.4%
85.3%
Takedown defense
86.7%
1.67
Sub attempts / 15 min
0.00
19.6%
Control share
38.1%
Strike target map
Koch
  • Head62%(71)div 63%
  • Body19%(22)div 20%
  • Legs19%(22)div 17%
Campbell
  • Head42%(64)div 63%
  • Body26%(40)div 20%
  • Legs31%(47)div 17%

Where each fighter lands significant strikes (career). “div” = the weight-class average.

Erik Koch
CloseSSTDKDCtrl

Per-fight: SS & TD shown landed/attempted; Close = consensus closing line.

Shane Campbell
CloseSSTDKDCtrl

Per-fight: SS & TD shown landed/attempted; Close = consensus closing line.