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UFC on FOX: Diaz vs Miller
Louis Gaudinot
Louis Gaudinot
5-2 · USA
VS
John Lineker
John Lineker
19-5 · BRA
May 5, 2012 · East Rutherford, New Jersey, USA
Flyweight · 3 rounds
126.0lb
Weigh-in
127.0lbMissed +1.0
Louis Gaudinot def. John Lineker by SUB (Guillotine Choke), R2 4:54
Performance
Round by round
SSTDKDCtrl
R1
Gaudinot36/771/101:33
Lineker64/1330/000:00
R2 · 4:54
Gaudinot29/551/102:10
Lineker32/790/000:13
Total
Gaudinot65/1322/203:43
Lineker96/2120/000:13

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
GaudinotWin probabilityLineker
24.5%75.5%
KO / TKO
36%
Submission
8%
Decision
56%
Expected fight time: 11.5 min
What drives the pick

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

Predicted outcomes
Gaudinot24%
Wins by
Model
Equity
Mkt
KO / TKO8%33%
Submission2%7%
Decision14%60%
Predicted output
Sig. strikes40 (2251)act 65
Takedowns0.3 (0.01.5)act 2
Lineker76%
Wins by
Model
Equity
Mkt
KO / TKO28%37%
Submission6%8%
Decision42%55%
Predicted output
Sig. strikes88 (51115)act 96
Takedowns0.5 (0.02.0)act 0
Combined totals~128 sig strikes~0.9 takedownsmkt —
How it ends
mkt —
R111%
R225%
R38%
Distance56%
Fighter props
Most sig. strikestie 0.6%
Gaudinot
17.3%+475
Lineker
-47582.1%
Most takedownstie 46.9%
Gaudinot
20.9%+154
Lineker
-15432.2%
Significant strikes — over/under
Gaudinot
Expected: 39.6
39.5
Over 39.5
42.6%
+135
Under 39.5
57.4%
-135
05099
Lineker
Expected: 88.3
88.5
Over 88.5
42.3%
+136
Under 88.5
57.7%
-136
0111221
Takedowns — over/under
Gaudinot
Expected: 0.3
0.5
Over 0.5
29.2%
+243
Under 0.5
70.8%
-243
035
Lineker
Expected: 0.5
0.5
Over 0.5
39.4%
+154
Under 0.5
60.6%
-154
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 11.5 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
Final
ModelMarketGapLine
To win
Gaudinot24.5%28.5%−4.0+245
Lineker75.5%71.5%+4.0-265

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
GaudinotLineker
Tale of the tape
Ratings (Elo)
1494
Pound-for-pound
1536
1511
Divisional
1536
1493
Striking offense
1500
1493
Striking defense
1500
1493
Grappling offense
1500
1494
Grappling defense
1500
Physical
27 yrs
Age
21 yrs
5'3"
Height
5'3"
63"
Reach
67"
Orthodox
Stance
Orthodox
Striking (UFC career)
0.50
Strikes landed / min
21%
Strike accuracy
6.85
Strikes absorbed / min
41%
Strike defense
Grappling (UFC career)
0.00
Takedowns / 15 min
0%
Takedown accuracy
33%
Takedown defense
0.0
Sub attempts / 15 min
Form & résumé
0%
UFC win rate
-1
Win/loss streak
0%
Last-5 win rate
Finish rate
Recent opp. quality
154
Days since last fight
Recent form (last 5 UFC)
Louis Gaudinot
  • LJohnny BedfordKO/TKO R3
    Close +2055mo before
John Lineker
No prior UFC fights.
Gaudinot — 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
1 win, 0 losses
W
20% of wins
L
0% of losses
Decision
2 wins, 1 loss
W
40% of wins
L
50% of losses
UFC
0win1loss0draw0NC
WinsLosses
0 ()KO/TKO(100%) 1
0 ()Submission(0%) 0
0 ()Decision(0%) 0
Non-UFC
5win1loss0draw0NC
WinsLosses
2 (40%)KO/TKO(0%) 0
1 (20%)Submission(0%) 0
2 (40%)Decision(100%) 1
Lineker — win / loss by method
Record: 19-5-0

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
8 wins, 0 losses
W
42% of wins
L
0% of losses
Submission
3 wins, 2 losses
W
16% of wins
L
40% of losses
Decision
7 wins, 3 losses
W
37% of wins
L
60% of losses
DQ / other
1 win, 0 losses
W
5% of wins
L
0% of losses
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
19win5loss0draw0NC
WinsLosses
8 (42%)KO/TKO(0%) 0
3 (16%)Submission(40%) 2
7 (37%)Decision(60%) 3
1 (5%)DQ / other(0%) 0

Profiles

Experience
Gaudinot
Lineker
1
UFC fights
0
12.0 min · 12.0 avg
Octagon time
17y 3m
Career length
UFC schedule strength

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

Gaudinot
Lineker
17W–9L · 65.4%
Overall
0W–0L
Wins
17W–9L · 65.4%
Losses
Non-UFC schedule strength
Gaudinot
Lineker
24W–10L · 70.6%
Overall
86W–34L · 71.7%
17W–8L · 68.0%
Wins
67W–27L · 71.3%
7W–2L · 77.8%
Losses
19W–7L · 73.1%
Distance striking
Gaudinot
Lineker
1.21
Landed / min
10.0%
Accuracy
70.6%
Defense
0.00
Knockdowns / 15 min
13.8%
Time at distance
Grappling & control
Gaudinot
Lineker
0.00
Takedowns / 15 min
0.0%
Takedown accuracy
33.3%
Takedown defense
0.00
Sub attempts / 15 min
0.0%
Control share
Strike target map
Gaudinot
  • Head50%(3)div 54%
  • Body0%(0)div 22%
  • Legs50%(3)div 24%
Lineker
  • Head0%(0)div 54%
  • Body0%(0)div 22%
  • Legs0%(0)div 24%
  • No strike data on record.

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

Louis Gaudinot
CloseSSTDKDCtrl

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

John Lineker

No UFC fights on record.

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