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UFC Fight Night: Cerrone vs. Till
Aspen Ladd
Aspen Ladd
5-0 · USA
VS
Lina Lansberg
Lina Lansberg
7-2 · SWE
October 21, 2017 · Gdansk, Poland
Bantamweight · 3 rounds
136.0lb
Weigh-in
134.0lb
Aspen Ladd def. Lina Lansberg by KO/TKO (Punches), R2 2:33
Performance
Round by round
SSTDKDCtrl
R1
Ladd12/230/001:22
Lansberg36/510/002:42
R2 · 2:33
Ladd14/371/102:02
Lansberg5/130/000:00
Total
Ladd26/601/103:24
Lansberg41/640/002:42

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
LaddWin probabilityLansberg
88.6%11.4%
KO / TKO
40%
Submission
18%
Decision
42%
Expected fight time: 9.7 min
What drives the pick

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

Predicted outcomes
Ladd89%
Wins by
Model
Equity
Mkt
KO / TKO36%40%
Submission16%19%
Decision37%41%
Predicted output
Sig. strikes48 (2763)act 26
Takedowns1.2 (0.03.5)act 1
Lansberg11%
Wins by
Model
Equity
Mkt
KO / TKO4%38%
Submission1%12%
Decision6%50%
Predicted output
Sig. strikes31 (1740)act 41
Takedowns0.3 (0.01.2)act 0
Combined totals~79 sig strikes~1.5 takedownsmkt —
How it ends
mkt —
R124%
R229%
R35%
Distance42%
Fighter props
Most sig. strikestie 1.3%
Ladd
69.2%-234
Lansberg
+23429.5%
Most takedownstie 33.8%
Ladd
53.3%-415
Lansberg
+41512.8%
Significant strikes — over/under
Ladd
Expected: 48.1
48
Over 48
41.9%
+135
Exactly 48
1.4%
push
Under 48
56.7%
-135
061121
Lansberg
Expected: 30.7
30.5
Over 30.5
42.8%
+133
Under 30.5
57.2%
-133
03977
Takedowns — over/under
Ladd
Expected: 1.2
1
Over 1
40.8%
-104
Exactly 1
20.0%
push
Under 1
39.3%
+104
035
Lansberg
Expected: 0.3
0.5
Over 0.5
24.3%
+312
Under 0.5
75.7%
-312
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 9.7 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
Ladd88.6%67.9%+20.7-240
Lansberg11.4%32.1%−20.7+200

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
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
LaddLansberg
Tale of the tape
Ratings (Elo)
1524
Pound-for-pound
1519
1524
Divisional
1532
1500
Striking offense
1494
1500
Striking defense
1515
1500
Grappling offense
1474
1500
Grappling defense
1495
Physical
22 yrs
Age
35 yrs
5'6"
Height
5'7"
66"
Reach
65"
Orthodox
Stance
Orthodox
Striking (UFC career)
Strikes landed / min
4.18
Strike accuracy
56%
Strikes absorbed / min
8.14
Strike defense
45%
Grappling (UFC career)
Takedowns / 15 min
0.67
Takedown accuracy
13%
Takedown defense
50%
Sub attempts / 15 min
0.0
Form & résumé
UFC win rate
50%
Win/loss streak
+1
Last-5 win rate
50%
Finish rate
0%
Recent opp. quality
Days since last fight
217
Recent form (last 5 UFC)
Aspen Ladd
No prior UFC fights.
Lina Lansberg
  • WLucie PudilovaU-DEC R3
    Close -4007mo before
  • LCristiane JustinoKO/TKO R2
    Close +6501y 1mo before
Ladd — win / loss by method
Record: 5-0-0

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, 0 losses
W
60% of wins
L
Submission
1 win, 0 losses
W
20% of wins
L
Decision
1 win, 0 losses
W
20% of wins
L
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
5win0loss0draw0NC
WinsLosses
3 (60%)KO/TKO() 0
1 (20%)Submission() 0
1 (20%)Decision() 0
Lansberg — win / loss by method
Record: 7-2-0

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
4 wins, 2 losses
W
57% of wins
L
100% of losses
Submission
0 wins, 0 losses
W
0% of wins
L
0% of losses
Decision
3 wins, 0 losses
W
43% of wins
L
0% of losses
UFC
1win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(100%) 1
0 (0%)Submission(0%) 0
1 (100%)Decision(0%) 0
Non-UFC
6win1loss0draw0NC
WinsLosses
4 (67%)KO/TKO(100%) 1
0 (0%)Submission(0%) 0
2 (33%)Decision(0%) 0

Profiles

Experience
Ladd
Lansberg
0
UFC fights
2
Octagon time
22.5 min · 11.2 avg
Career length
13y 7m
UFC schedule strength

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

Ladd
Lansberg
Overall
22W–2L · 91.7%
Wins
6W–1L · 85.7%
Losses
16W–1L · 94.1%
Non-UFC schedule strength
Ladd
Lansberg
6W–1L · 85.7%
Overall
21W–11L · 65.6%
6W–1L · 85.7%
Wins
19W–11L · 63.3%
0W–0L
Losses
2W–0L · 100.0%
Distance striking
Ladd
Lansberg
Landed / min
6.62
Accuracy
45.1%
Defense
56.1%
Knockdowns / 15 min
0.00
Time at distance
30.9%
Grappling & control
Ladd
Lansberg
Takedowns / 15 min
0.67
Takedown accuracy
12.5%
Takedown defense
50.0%
Sub attempts / 15 min
0.00
Control share
47.8%
Strike target map
Ladd
  • Head0%(0)div 63%
  • Body0%(0)div 19%
  • Legs0%(0)div 17%
  • No strike data on record.
Lansberg
  • Head47%(44)div 63%
  • Body39%(37)div 19%
  • Legs14%(13)div 17%

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

Aspen Ladd

No UFC fights on record.

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

Lina Lansberg
CloseSSTDKDCtrl

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