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UFC 31: Locked and Loaded
Carlos Newton
Carlos Newton
9-4 · CAN
VS
Pat Miletich
Pat Miletich
27-4-2 · USA
May 4, 2001 · Atlantic City, New Jersey, USA
Welterweight · 5 rounds
169.0lb
Weigh-in
169.0lb
Carlos Newton def. Pat Miletich by SUB (Bulldog Choke), R3 2:50
Performance
Round by round
SSTDKDCtrl
R1
Newton8/291/300:26
Miletich14/430/000:00
R2
Newton4/162/202:42
Miletich6/220/000:44
R3 · 2:50
Newton2/71/101:23
Miletich8/110/000:00
Total
Newton14/524/604:31
Miletich28/760/000:44

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
NewtonWin probabilityMiletich
80.3%19.7%
KO / TKO
18%
Submission
17%
Decision
66%
Expected fight time: 20.5 min
What drives the pick

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

Predicted outcomes
Newton80%
Wins by
Model
Equity
Mkt
KO / TKO12%15%
Submission13%17%
Decision55%68%
Predicted output
Sig. strikes77 (44100)act 14
Takedowns0.8 (0.02.4)act 4
Miletich20%
Wins by
Model
Equity
Mkt
KO / TKO5%26%
Submission4%18%
Decision11%56%
Predicted output
Sig. strikes104 (60136)act 28
Takedowns0.7 (0.02.2)act 0
Combined totals~181 sig strikes~1.6 takedownsmkt —
How it ends
mkt —
R17%
R29%
R39%
R45%
R54%
Distance66%
Fighter props
Most sig. strikestie 0.6%
Newton
35.6%+179
Miletich
-17963.8%
Most takedownstie 30.9%
Newton
37.3%-117
Miletich
+11731.8%
Significant strikes — over/under
Newton
Expected: 76.9
77
Over 77
42.0%
+136
Exactly 77
0.9%
push
Under 77
57.1%
-136
097193
Miletich
Expected: 104.4
104.5
Over 104.5
42.4%
+136
Under 104.5
57.6%
-136
0131261
Takedowns — over/under
Newton
Expected: 0.8
1
Over 1
37.6%
-239
Exactly 1
46.7%
push
Under 1
15.7%
+239
035
Miletich
Expected: 0.7
0.5
Over 0.5
80.8%
-422
Under 0.5
19.2%
+422
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 20.5 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

No market on record for this bout.

Trait web
61.2Striking70.4
Miletich +9.2
64.2Grappling60.7
Newton +3.5
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
NewtonMiletich
Tale of the tape
Ratings (Elo)
1504
Pound-for-pound
1634
1504
Divisional
1572
1482
Striking offense
1462
1510
Striking defense
1570
1553
Grappling offense
1505
1550
Grappling defense
1531
Physical
24 yrs
Age
33 yrs
5'9"
Height
5'10"
Reach
Orthodox
Stance
Orthodox
Striking (UFC career)
1.32
Strikes landed / min
1.25
64%
Strike accuracy
46%
1.76
Strikes absorbed / min
0.83
35%
Strike defense
65%
Grappling (UFC career)
2.84
Takedowns / 15 min
1.56
75%
Takedown accuracy
53%
0%
Takedown defense
65%
3.8
Sub attempts / 15 min
0.9
Form & résumé
50%
UFC win rate
100%
+1
Win/loss streak
+7
50%
Last-5 win rate
100%
100%
Finish rate
57%
Recent opp. quality
1085
Days since last fight
139
Recent form (last 5 UFC)
Carlos Newton
  • WBob GilstrapSUB R1
    3y before
  • LDan HendersonS-DEC R2
    3y before
Pat Miletich
  • WKenichi YamamotoSUB R2
    5mo before
  • WJohn AlessioSUB R2
    11mo before
  • WAndre PederneirasKO/TKO R2
    1y 10mo before
  • WJorge PatinoU-DEC R3
    2y 4mo before
  • WMikey BurnettS-DEC R3
    2y 7mo before
Newton — win / loss by method
Record: 9-4-0

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
0 wins, 1 loss
W
0% of wins
L
25% of losses
Submission
7 wins, 1 loss
W
78% of wins
L
25% of losses
Decision
2 wins, 2 losses
W
22% of wins
L
50% of losses
UFC
1win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
1 (100%)Submission(0%) 0
0 (0%)Decision(100%) 1
Non-UFC
8win3loss0draw0NC
WinsLosses
0 (0%)KO/TKO(33%) 1
6 (75%)Submission(33%) 1
2 (25%)Decision(33%) 1
Miletich — win / loss by method
Record: 27-4-2

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
19% of wins
L
50% of losses
Submission
16 wins, 1 loss
W
59% of wins
L
25% of losses
Decision
6 wins, 1 loss
W
22% of wins
L
25% of losses
UFC
7win0loss0draw0NC
WinsLosses
1 (14%)KO/TKO() 0
3 (43%)Submission() 0
3 (43%)Decision() 0
Non-UFC
20win4loss2draw0NC
WinsLosses
4 (20%)KO/TKO(50%) 2
13 (65%)Submission(25%) 1
3 (15%)Decision(25%) 1

Profiles

Experience
Newton
Miletich
2
UFC fights
7
15.9 min · 7.9 avg
Octagon time
86.3 min · 12.3 avg
30y 3m
Career length
30y 9m
UFC schedule strength

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

Newton
Miletich
7W–2L · 77.8%
Overall
38W–10L · 79.2%
5W–2L · 71.4%
Wins
38W–10L · 79.2%
2W–0L · 100.0%
Losses
0W–0L
Non-UFC schedule strength
Newton
Miletich
74W–36L · 67.3%
Overall
83W–41L · 66.9%
44W–29L · 60.3%
Wins
38W–25L · 60.3%
30W–7L · 81.1%
Losses
45W–16L · 73.8%
Distance striking
Newton
Miletich
1.86
Landed / min
0.86
67.9%
Accuracy
29.4%
50.0%
Defense
80.2%
1.89
Knockdowns / 15 min
0.00
64.3%
Time at distance
60.5%
Grappling & control
Newton
Miletich
2.84
Takedowns / 15 min
1.56
75.0%
Takedown accuracy
52.9%
0.0%
Takedown defense
64.7%
3.78
Sub attempts / 15 min
0.87
Control share
99.3%
Strike target map
Newton
  • Head52%(11)div 64%
  • Body10%(2)div 26%
  • Legs38%(8)div 10%
Miletich
  • Head46%(50)div 64%
  • Body31%(33)div 26%
  • Legs23%(25)div 10%

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

Carlos Newton
CloseSSTDKDCtrl

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

Pat Miletich
CloseSSTDKDCtrl

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