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UFC 228: Woodley vs. Till
Jessica Andrade
Jessica Andrade
18-6 · BRA
VS
September 8, 2018 · Dallas, Texas, USA
Strawweight · 3 rounds
Jessica Andrade def. Karolina Kowalkiewicz by KO/TKO (Punch), R1 1:58
Performance
Round by round
SSTDKDCtrl
R1 · 1:58
Andrade38/730/010:01
Kowalkiewicz24/560/000:00
Total
Andrade38/730/010:01
Kowalkiewicz24/560/000:00

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
AndradeWin probabilityKowalkiewicz
71.2%28.8%
KO / TKO
54%
Submission
8%
Decision
39%
Expected fight time: 9.6 min
What drives the pick

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

Predicted outcomes
Andrade71%
Wins by
Model
Equity
Mkt
KO / TKO40%56%
Submission6%9%
Decision25%35%
Predicted output
Sig. strikes82 (47107)act 38
Takedowns0.7 (0.02.6)act 0
Kowalkiewicz29%
Wins by
Model
Equity
Mkt
KO / TKO14%47%
Submission1%4%
Decision14%49%
Predicted output
Sig. strikes67 (3887)act 24
Takedowns0.1 (0.00.3)act 0
Combined totals~149 sig strikes~0.8 takedownsmkt —
How it ends
mkt —
R124%
R228%
R39%
Distance39%
Fighter props
Most sig. strikestie 0.7%
Andrade
59.4%-149
Kowalkiewicz
+14939.9%
Most takedownstie 48.1%
Andrade
44.4%-595
Kowalkiewicz
+5957.5%
Significant strikes — over/under
Andrade
Expected: 82.3
82.5
Over 82.5
42.3%
+136
Under 82.5
57.7%
-136
0103206
Kowalkiewicz
Expected: 66.7
66.5
Over 66.5
42.7%
+134
Under 66.5
57.3%
-134
084167
Takedowns — over/under
Andrade
Expected: 0.7
0.5
Over 0.5
47.5%
+110
Under 0.5
52.5%
-110
035
Kowalkiewicz
Expected: 0.1
0
Over 0
12.0%
Exactly 0
88.0%
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 9.6 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
Andrade71.2%79.0%−7.8-450
Kowalkiewicz28.8%21.0%+7.8+360

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
70.5Striking64.3
Andrade +6.2
68.1Grappling31.4
Andrade +36.7
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
AndradeKowalkiewicz
Tale of the tape
Ratings (Elo)
1594
Pound-for-pound
1577
1584
Divisional
1577
1510
Striking offense
1499
1493
Striking defense
1504
Grappling offense
Grappling defense
Physical
26 yrs
Age
32 yrs
5'1"
Height
5'3"
62"
Reach
64"
Orthodox
Stance
Orthodox
Striking (UFC career)
6.42
Strikes landed / min
5.64
52%
Strike accuracy
38%
4.94
Strikes absorbed / min
4.89
52%
Strike defense
57%
Grappling (UFC career)
3.24
Takedowns / 15 min
0.15
59%
Takedown accuracy
14%
75%
Takedown defense
87%
0.5
Sub attempts / 15 min
0.0
Form & résumé
69%
UFC win rate
71%
+2
Win/loss streak
+2
80%
Last-5 win rate
60%
33%
Finish rate
0%
Recent opp. quality
196
Days since last fight
154
Recent form (last 5 UFC)
Jessica Andrade
  • WTecia PenningtonU-DEC R3
    Close -3006mo before
  • WClaudia GadelhaU-DEC R3
    Close +2451y before
  • LJoanna JedrzejczykU-DEC R5
    Close +1651y 4mo before
  • WAngela HillU-DEC R3
    Close -8001y 7mo before
  • WJoanne WoodSUB R1
    Close -1402y before
Karolina Kowalkiewicz
  • WFelice HerrigS-DEC R3
    Close -1905mo before
  • WJodie EsquibelU-DEC R3
    Close -60011mo before
  • LClaudia GadelhaSUB R1
    Close +2401y 3mo before
  • LJoanna JedrzejczykU-DEC R5
    Close +3251y 10mo before
  • WRose NamajunasS-DEC R3
    Close +1652y 1mo before
Andrade — win / loss by method
Record: 18-6-0

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, 2 losses
W
28% of wins
L
33% of losses
Submission
7 wins, 2 losses
W
39% of wins
L
33% of losses
Decision
6 wins, 2 losses
W
33% of wins
L
33% of losses
UFC
9win4loss0draw0NC
WinsLosses
1 (11%)KO/TKO(25%) 1
2 (22%)Submission(50%) 2
6 (67%)Decision(25%) 1
Non-UFC
9win2loss0draw0NC
WinsLosses
4 (44%)KO/TKO(50%) 1
5 (56%)Submission(0%) 0
0 (0%)Decision(50%) 1
Kowalkiewicz — win / loss by method
Record: 12-2-0

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
1 win, 0 losses
W
8% of wins
L
0% of losses
Submission
2 wins, 1 loss
W
17% of wins
L
50% of losses
Decision
9 wins, 1 loss
W
75% of wins
L
50% of losses
UFC
5win2loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
0 (0%)Submission(50%) 1
5 (100%)Decision(50%) 1
Non-UFC
7win0loss0draw0NC
WinsLosses
1 (14%)KO/TKO() 0
2 (29%)Submission() 0
4 (57%)Decision() 0

Profiles

Experience
Andrade
Kowalkiewicz
13
UFC fights
7
152.9 min · 11.8 avg
Octagon time
103.0 min · 14.7 avg
14y 11m
Career length
14y 2m
UFC schedule strength

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

Andrade
Kowalkiewicz
116W–25L · 82.3%
Overall
63W–18L · 77.8%
85W–16L · 84.2%
Wins
37W–16L · 69.8%
31W–9L · 77.5%
Losses
26W–2L · 92.9%
Non-UFC schedule strength
Andrade
Kowalkiewicz
19W–15L · 55.9%
Overall
36W–10L · 78.3%
13W–12L · 52.0%
Wins
36W–10L · 78.3%
6W–3L · 66.7%
Losses
0W–0L
Distance striking
Andrade
Kowalkiewicz
8.13
Landed / min
6.12
44.4%
Accuracy
31.0%
56.0%
Defense
61.2%
0.10
Knockdowns / 15 min
0.00
46.5%
Time at distance
61.5%
Grappling & control
Andrade
Kowalkiewicz
3.24
Takedowns / 15 min
0.15
58.9%
Takedown accuracy
14.3%
75.0%
Takedown defense
87.2%
0.49
Sub attempts / 15 min
0.00
77.8%
Control share
32.1%
Strike target map
Andrade
  • Head68%(669)div 62%
  • Body26%(252)div 22%
  • Legs6%(61)div 16%
Kowalkiewicz
  • Head67%(390)div 62%
  • Body23%(133)div 22%
  • Legs10%(58)div 16%

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

Jessica Andrade
CloseSSTDKDCtrl

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

Karolina Kowalkiewicz
CloseSSTDKDCtrl

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