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UFC Fight Night: Mendes vs Lamas
Julianna Pena
Julianna Pena
5-2 · USA
VS
Milana Dudieva
Milana Dudieva
11-3 · RUS
April 4, 2015 · Fairfax, Virginia, USA
Bantamweight · 3 rounds
136.0lb
Weigh-in
135.0lb
Julianna Pena def. Milana Dudieva by KO/TKO (Elbows), R1 3:59
Performance
Round by round
SSTDKDCtrl
R1 · 3:59
Pena37/731/102:55
Dudieva0/51/200:43
Total
Pena37/731/102:55
Dudieva0/51/200:43

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
PenaWin probabilityDudieva
79.1%20.9%
KO / TKO
13%
Submission
63%
Decision
24%
Expected fight time: 6.1 min
What drives the pick

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

Predicted outcomes
Pena79%
Wins by
Model
Equity
Mkt
KO / TKO10%13%
Submission51%64%
Decision18%23%
Predicted output
Sig. strikes30 (1739)act 37
Takedowns1.0 (0.12.6)act 1
Dudieva21%
Wins by
Model
Equity
Mkt
KO / TKO2%10%
Submission13%60%
Decision6%30%
Predicted output
Sig. strikes23 (1330)act 0
Takedowns0.1 (0.00.9)act 1
Combined totals~54 sig strikes~1.1 takedownsmkt —
How it ends
mkt —
R168%
R25%
R33%
Distance24%
Fighter props
Most sig. strikestie 2.0%
Pena
60.3%-160
Dudieva
+16037.7%
Most takedownstie 17.4%
Pena
76.3%-1204
Dudieva
+12046.3%
Significant strikes — over/under
Pena
Expected: 30.2
30
Over 30
41.8%
+134
Exactly 30
2.2%
push
Under 30
56.0%
-134
03876
Dudieva
Expected: 23.5
23.5
Over 23.5
42.3%
+136
Under 23.5
57.7%
-136
03059
Takedowns — over/under
Pena
Expected: 1.0
1
Over 1
42.5%
-569
Exactly 1
50.0%
push
Under 1
7.5%
+569
035
Dudieva
Expected: 0.1
0
Over 0
28.2%
Exactly 0
71.8%
push
Under 0
0.0%
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 6.1 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
Pena79.1%77.3%+1.8-400
Dudieva20.9%22.7%−1.8+325

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
72.4Striking54.3
Pena +18.2
50.0Grappling28.2
Pena +21.8
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
PenaDudieva
Tale of the tape
Ratings (Elo)
1516
Pound-for-pound
1529
1516
Divisional
1529
Striking offense
Striking defense
1507
Grappling offense
1499
1511
Grappling defense
1499
Physical
25 yrs
Age
25 yrs
5'6"
Height
5'3"
69"
Reach
Orthodox
Stance
Orthodox
Striking (UFC career)
6.62
Strikes landed / min
0.73
43%
Strike accuracy
31%
0.80
Strikes absorbed / min
1.67
20%
Strike defense
54%
Grappling (UFC career)
6.02
Takedowns / 15 min
2.00
100%
Takedown accuracy
40%
Takedown defense
0.0
Sub attempts / 15 min
0.0
Form & résumé
100%
UFC win rate
100%
+1
Win/loss streak
+1
100%
Last-5 win rate
100%
100%
Finish rate
0%
Recent opp. quality
490
Days since last fight
224
Recent form (last 5 UFC)
Julianna Pena
  • WJessica RakoczyKO/TKO R1
    Close -2901y 4mo before
Milana Dudieva
  • WElizabeth PhillipsS-DEC R3
    Close -1507mo before
Pena — win / loss by method
Record: 5-2-0

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
2 wins, 1 loss
W
40% of wins
L
50% of losses
Submission
3 wins, 0 losses
W
60% of wins
L
0% of losses
Decision
0 wins, 1 loss
W
0% of wins
L
50% of losses
UFC
1win0loss0draw0NC
WinsLosses
1 (100%)KO/TKO() 0
0 (0%)Submission() 0
0 (0%)Decision() 0
Non-UFC
4win2loss0draw0NC
WinsLosses
1 (25%)KO/TKO(50%) 1
3 (75%)Submission(0%) 0
0 (0%)Decision(50%) 1
Dudieva — win / loss by method
Record: 11-3-0

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
3 wins, 1 loss
W
27% of wins
L
33% of losses
Submission
6 wins, 1 loss
W
55% of wins
L
33% of losses
Decision
2 wins, 1 loss
W
18% of wins
L
33% of losses
UFC
1win0loss0draw0NC
WinsLosses
0 (0%)KO/TKO() 0
0 (0%)Submission() 0
1 (100%)Decision() 0
Non-UFC
10win3loss0draw0NC
WinsLosses
3 (30%)KO/TKO(33%) 1
6 (60%)Submission(33%) 1
1 (10%)Decision(33%) 1

Profiles

Experience
Pena
Dudieva
1
UFC fights
1
5.0 min · 5.0 avg
Octagon time
15.0 min · 15.0 avg
17y 3m
Career length
17y 5m
UFC schedule strength

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

Pena
Dudieva
1W–3L · 25.0%
Overall
4W–2L · 66.7%
1W–3L · 25.0%
Wins
4W–2L · 66.7%
0W–0L
Losses
0W–0L
Non-UFC schedule strength
Pena
Dudieva
6W–2L · 75.0%
Overall
25W–13L · 65.8%
4W–2L · 66.7%
Wins
11W–8L · 57.9%
2W–0L · 100.0%
Losses
14W–5L · 73.7%
Distance striking
Pena
Dudieva
0.00
Landed / min
1.38
0.0%
Accuracy
20.0%
0.0%
Defense
65.6%
0.00
Knockdowns / 15 min
0.00
5.1%
Time at distance
29.0%
Grappling & control
Pena
Dudieva
6.02
Takedowns / 15 min
2.00
100.0%
Takedown accuracy
40.0%
Takedown defense
0.00
Sub attempts / 15 min
0.00
99.3%
Control share
25.6%
Strike target map
Pena
  • Head97%(32)div 66%
  • Body3%(1)div 18%
  • Legs0%(0)div 16%
Dudieva
  • Head55%(6)div 66%
  • Body45%(5)div 18%
  • Legs0%(0)div 16%

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

Julianna Pena
CloseSSTDKDCtrl

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

Milana Dudieva
CloseSSTDKDCtrl

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