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UFC 310: Pantoja vs. Asakura
Dooho Choi
Dooho Choi
15-4-1 · KOR
VS
Nate Landwehr
Nate Landwehr
18-5 · USA
December 7, 2024 · Las Vegas, Nevada, USA
Featherweight · 3 rounds
146.0lb
Weigh-in
145.5lb
Dooho Choi def. Nate Landwehr by KO/TKO (Elbows), R3 3:21
Performance
Round by round
SSTDKDCtrl
R1
Choi40/661/201:24
Landwehr9/250/000:23
R2
Choi23/292/203:00
Landwehr12/300/000:19
R3 · 3:21
Choi15/211/102:49
Landwehr4/120/000:00
Total
Choi78/1164/507:13
Landwehr25/670/000:42

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
ChoiWin probabilityLandwehr
53.1%46.9%
KO / TKO
31%
Submission
19%
Decision
50%
Expected fight time: 10.6 min
Retrospective pick: the walk-forward model's call at the time of the fight — persisted out-of-sample, with no hindsight about the result.
What drives the pick

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

Predicted outcomes
Choi53%
Wins by
Model
Equity
Mkt
KO / TKO21%39%22%
Submission9%16%11%
Decision23%45%13%
Predicted output
Sig. strikes54 (2374)act 78
Takedowns0.4 (0.01.9)act 4
Landwehr47%
Wins by
Model
Equity
Mkt
KO / TKO10%21%20%
Submission10%22%13%
Decision27%57%22%
Predicted output
Sig. strikes54 (2373)act 25
Takedowns0.9 (0.03.1)act 0
Combined totals~108 sig strikes~1.3 takedownsmkt —
How it ends
mkt —
R124%
R217%
R39%
Distance50%
Fighter props
Most sig. strikestie 0.9%
Choi
49.3%+101
Landwehr
-10149.8%
Most takedownstie 41.8%
Choi
19.4%+201
Landwehr
-20138.9%
Significant strikes — over/under
Choi
Expected: 54.2
54
Over 54
39.5%
+151
Exactly 54
0.9%
push
Under 54
59.6%
-151
068136
Landwehr
Expected: 54.1
54
Over 54
39.4%
+152
Exactly 54
0.9%
push
Under 54
59.7%
-152
068136
Takedowns — over/under
Choi
Expected: 0.4
0.5
Over 0.5
28.2%
+255
Under 0.5
71.8%
-255
035
Landwehr
Expected: 0.9
1
Over 1
29.9%
+179
Exactly 1
16.6%
push
Under 1
53.5%
-179
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 10.6 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
Choi53.1%44.8%+8.3+113
Landwehr46.9%55.2%−8.3-137
By method
Choi by KO/TKO16.2%22.0%−5.8+273
Choi by submission10.1%10.9%−0.8+650
Choi by decision26.8%12.9%+13.9+536
Landwehr by KO/TKO14.3%19.6%−5.3+317
Landwehr by submission8.9%12.7%−3.8+547
Landwehr by decision23.7%21.9%+1.8+274
Total rounds (over)
Over 1.5 rds76.5%59.8%+16.7-178
Over 2.5 rds59.7%42.3%+17.4+122
Goes the distance
Fight goes to decision50.5%35.5%+15.0+164

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
67.0Striking65.8
Choi +1.1
43.3Grappling60.4
Landwehr +17.1
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
ChoiLandwehr
Tale of the tape
Ratings (Elo)
1549
Pound-for-pound
1568
1549
Divisional
1568
1516
Striking offense
1512
1490
Striking defense
1481
1488
Grappling offense
1500
1505
Grappling defense
1529
Physical
33 yrs
Age
36 yrs
5'10"
Height
5'9"
70"
Reach
72"
Orthodox
Stance
Orthodox
Striking (UFC career)
4.41
Strikes landed / min
6.25
54%
Strike accuracy
47%
4.49
Strikes absorbed / min
5.75
55%
Strike defense
55%
Grappling (UFC career)
0.75
Takedowns / 15 min
1.00
38%
Takedown accuracy
42%
48%
Takedown defense
86%
0.7
Sub attempts / 15 min
1.0
Form & résumé
57%
UFC win rate
63%
+1
Win/loss streak
+1
20%
Last-5 win rate
80%
100%
Finish rate
60%
Recent opp. quality
140
Days since last fight
252
Recent form (last 5 UFC)
Dooho Choi
  • WBill AlgeoKO/TKO R2
    Close +1865mo before
  • DKyle NelsonM-DEC R3
    Close -1851y 10mo before
  • LCharles JourdainKO/TKO R2
    Close -2805y before
  • LJeremy StephensKO/TKO R2
    Close -1656y 11mo before
  • LCub SwansonU-DEC R3
    Close -2358y before
Nate Landwehr
  • WJamall EmmersKO/TKO R1
    Close +1798mo before
  • LDan IgeU-DEC R3
    Close +2181y 6mo before
  • WAustin LingoSUB R2
    Close -2141y 8mo before
  • WDavid OnamaM-DEC R3
    Close +2742y 4mo before
  • WLudovit KleinSUB R3
    Close +2903y 2mo before
Choi — win / loss by method
Record: 15-4-1

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
12 wins, 2 losses
W
80% of wins
L
50% of losses
Submission
1 win, 0 losses
W
7% of wins
L
0% of losses
Decision
2 wins, 2 losses
W
13% of wins
L
50% of losses
UFC
4win3loss1draw0NC
WinsLosses
4 (100%)KO/TKO(67%) 2
0 (0%)Submission(0%) 0
0 (0%)Decision(33%) 1
Non-UFC
11win1loss0draw0NC
WinsLosses
8 (73%)KO/TKO(0%) 0
1 (9%)Submission(0%) 0
2 (18%)Decision(100%) 1
Landwehr — win / loss by method
Record: 18-5-0

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
9 wins, 2 losses
W
50% of wins
L
40% of losses
Submission
2 wins, 1 loss
W
11% of wins
L
20% of losses
Decision
7 wins, 2 losses
W
39% of wins
L
40% of losses
UFC
5win3loss0draw0NC
WinsLosses
1 (20%)KO/TKO(67%) 2
2 (40%)Submission(0%) 0
2 (40%)Decision(33%) 1
Non-UFC
13win2loss0draw0NC
WinsLosses
8 (62%)KO/TKO(0%) 0
0 (0%)Submission(50%) 1
5 (38%)Decision(50%) 1

Profiles

Experience
Choi
Landwehr
8
UFC fights
8
60.3 min · 7.5 avg
Octagon time
74.9 min · 9.4 avg
16y 8m
Career length
14y 1m
UFC schedule strength

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

Choi
Landwehr
122W–45L · 73.1%
Overall
129W–36L · 78.2%
64W–22L · 74.4%
Wins
80W–20L · 80.0%
58W–23L · 71.6%
Losses
49W–16L · 75.4%
Non-UFC schedule strength
Choi
Landwehr
89W–58L · 60.5%
Overall
150W–59L · 71.8%
81W–54L · 60.0%
Wins
136W–54L · 71.6%
8W–4L · 66.7%
Losses
14W–5L · 73.7%
Distance striking
Choi
Landwehr
5.51
Landed / min
6.46
48.4%
Accuracy
41.9%
60.1%
Defense
57.0%
0.99
Knockdowns / 15 min
0.20
58.7%
Time at distance
70.7%
Grappling & control
Choi
Landwehr
0.75
Takedowns / 15 min
1.00
37.5%
Takedown accuracy
41.7%
47.6%
Takedown defense
86.4%
0.75
Sub attempts / 15 min
1.00
37.1%
Control share
66.5%
Strike target map
Choi
  • Head65%(172)div 63%
  • Body21%(55)div 20%
  • Legs15%(39)div 16%
Landwehr
  • Head73%(342)div 63%
  • Body13%(63)div 20%
  • Legs13%(63)div 16%

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

Dooho Choi
CloseSSTDKDCtrl

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

Nate Landwehr
CloseSSTDKDCtrl

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