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UFC Fight Night: Holloway vs. Rodriguez
Khaos Williams
Khaos Williams
12-2 · USA
VS
Miguel Baeza
Miguel Baeza
10-1 · USA
November 13, 2021 · Las Vegas, Nevada, USA
Welterweight · 3 rounds
169.0lb
Weigh-in
170.5lb
Khaos Williams def. Miguel Baeza by KO/TKO (Punch), R3 1:02
Performance
Round by round
SSTDKDCtrl
R1
Williams16/320/000:39
Baeza4/70/200:00
R2
Williams26/770/100:07
Baeza23/400/000:00
R3 · 1:02
Williams7/220/010:02
Baeza4/90/000:00
Total
Williams49/1310/110:48
Baeza31/560/200:00

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
WilliamsWin probabilityBaeza
41.4%58.6%
KO / TKO
25%
Submission
8%
Decision
67%
Expected fight time: 12.2 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 Williams, blue toward Baeza. Tap a bar for why.

Predicted outcomes
Williams41%
Wins by
Model
Equity
Mkt
KO / TKO9%22%25%
Submission2%6%4%
Decision30%72%13%
Predicted output
Sig. strikes53 (2272)act 49
Takedowns0.4 (0.01.8)act 0
Baeza59%
Wins by
Model
Equity
Mkt
KO / TKO16%27%21%
Submission6%10%12%
Decision37%63%24%
Predicted output
Sig. strikes51 (2169)act 31
Takedowns0.7 (0.02.8)act 0
Combined totals~104 sig strikes~1.1 takedownsmkt —
How it ends
mkt —
R116%
R27%
R310%
Distance67%
Fighter props
Most sig. strikestie 0.9%
Williams
50.8%-105
Baeza
+10548.3%
Most takedownstie 45.3%
Williams
19.4%+183
Baeza
-18335.4%
Significant strikes — over/under
Williams
Expected: 53.0
53
Over 53
39.3%
+152
Exactly 53
0.9%
push
Under 53
59.8%
-152
067133
Baeza
Expected: 50.7
50.5
Over 50.5
40.0%
+150
Under 50.5
60.0%
-150
064127
Takedowns — over/under
Williams
Expected: 0.4
0.5
Over 0.5
27.0%
+270
Under 0.5
73.0%
-270
035
Baeza
Expected: 0.7
0.5
Over 0.5
42.0%
+138
Under 0.5
58.0%
-138
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 12.2 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
Williams41.4%42.3%−0.9+126
Baeza58.6%57.7%+0.9-152
By method
Williams by KO/TKO10.4%25.3%−14.9+220
Williams by submission3.4%4.0%−0.6+1903
Williams by decision27.6%13.4%+14.2+506
Baeza by KO/TKO14.6%21.3%−6.7+280
Baeza by submission4.9%11.7%−6.8+596
Baeza by decision39.1%24.3%+14.8+234
Total rounds (over)
Over 1.5 rds84.2%61.0%+23.2-188
Over 2.5 rds76.6%45.8%+30.8+104
Goes the distance
Fight goes to decision66.7%41.6%+25.1+124

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
65.8Striking69.9
Baeza +4.1
0.0Grappling59.0
Baeza +59.0
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
WilliamsBaeza
Tale of the tape
Ratings (Elo)
1558
Pound-for-pound
1561
1558
Divisional
1560
1509
Striking offense
1515
1505
Striking defense
1511
1487
Grappling offense
1491
1507
Grappling defense
1537
Physical
27 yrs
Age
29 yrs
6'0"
Height
6'2"
77"
Reach
74"
Orthodox
Stance
Orthodox
Striking (UFC career)
5.20
Strikes landed / min
5.79
39%
Strike accuracy
47%
3.59
Strikes absorbed / min
4.75
51%
Strike defense
59%
Grappling (UFC career)
0.00
Takedowns / 15 min
0.80
0%
Takedown accuracy
67%
0%
Takedown defense
100%
0.0
Sub attempts / 15 min
0.4
Form & résumé
75%
UFC win rate
75%
+1
Win/loss streak
-1
75%
Last-5 win rate
75%
67%
Finish rate
100%
Recent opp. quality
147
Days since last fight
161
Recent form (last 5 UFC)
Khaos Williams
  • WMatthew SemelsbergerU-DEC R3
    Close -1635mo before
  • LMichel PereiraU-DEC R3
    Close -12511mo before
  • WAbdul Razak AlhassanKO/TKO R1
    Close +1851y before
  • WAlex MoronoKO/TKO R1
    Close +3001y 9mo before
Miguel Baeza
  • LSantiago PonzinibbioU-DEC R3
    Close -1545mo before
  • WTakashi SatoSUB R2
    Close -17511mo before
  • WMatt BrownKO/TKO R2
    Close -1551y 6mo before
  • WHector AldanaKO/TKO R2
    Close -2502y 1mo before
Williams — 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
6 wins, 0 losses
W
50% of wins
L
0% of losses
Submission
1 win, 0 losses
W
8% of wins
L
0% of losses
Decision
5 wins, 2 losses
W
42% of wins
L
100% of losses
UFC
3win1loss0draw0NC
WinsLosses
2 (67%)KO/TKO(0%) 0
0 (0%)Submission(0%) 0
1 (33%)Decision(100%) 1
Non-UFC
9win1loss0draw0NC
WinsLosses
4 (44%)KO/TKO(0%) 0
1 (11%)Submission(0%) 0
4 (44%)Decision(100%) 1
Baeza — win / loss by method
Record: 10-1-0

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
7 wins, 0 losses
W
70% of wins
L
0% of losses
Submission
1 win, 0 losses
W
10% of wins
L
0% of losses
Decision
2 wins, 1 loss
W
20% of wins
L
100% of losses
UFC
3win1loss0draw0NC
WinsLosses
2 (67%)KO/TKO(0%) 0
1 (33%)Submission(0%) 0
0 (0%)Decision(100%) 1
Non-UFC
7win0loss0draw0NC
WinsLosses
5 (71%)KO/TKO() 0
0 (0%)Submission() 0
2 (29%)Decision() 0

Profiles

Experience
Williams
Baeza
4
UFC fights
4
30.9 min · 7.7 avg
Octagon time
37.3 min · 9.3 avg
9y 3m
Career length
10y 11m
UFC schedule strength

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

Williams
Baeza
59W–20L · 74.7%
Overall
69W–25L · 73.4%
35W–9L · 79.5%
Wins
42W–21L · 66.7%
24W–11L · 68.6%
Losses
27W–4L · 87.1%
Non-UFC schedule strength
Williams
Baeza
55W–55L · 50.0%
Overall
24W–12L · 66.7%
55W–55L · 50.0%
Wins
24W–12L · 66.7%
0W–0L
Losses
0W–0L
Distance striking
Williams
Baeza
5.69
Landed / min
5.72
37.0%
Accuracy
45.4%
53.3%
Defense
60.0%
0.97
Knockdowns / 15 min
1.21
81.2%
Time at distance
91.0%
Grappling & control
Williams
Baeza
0.00
Takedowns / 15 min
0.80
0.0%
Takedown accuracy
66.7%
0.0%
Takedown defense
100.0%
0.00
Sub attempts / 15 min
0.40
65.0%
Control share
86.3%
Strike target map
Williams
  • Head47%(75)div 63%
  • Body19%(31)div 20%
  • Legs34%(55)div 16%
Baeza
  • Head41%(89)div 63%
  • Body24%(52)div 20%
  • Legs35%(75)div 16%

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

Khaos Williams
CloseSSTDKDCtrl

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

Miguel Baeza
CloseSSTDKDCtrl

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