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UFC on FX: Guillard vs Miller
Daniel Pineda
Daniel Pineda
15-7 · USA
VS
Pat Schilling
Pat Schilling
5-0 · USA
January 20, 2012 · Nashville, Tennessee, USA
Featherweight · 3 rounds
145.0lb
Weigh-in
145.0lb
Daniel Pineda def. Pat Schilling by SUB (Rear Naked Choke), R1 1:37
Performance
Round by round
SSTDKDCtrl
R1 · 1:37
Pineda19/241/100:45
Schilling4/70/000:00
Total
Pineda19/241/100:45
Schilling4/70/000:00

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
PinedaWin probabilitySchilling
74.8%25.2%
KO / TKO
10%
Submission
75%
Decision
15%
Expected fight time: 4.9 min
What drives the pick

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

Predicted outcomes
Pineda75%
Wins by
Model
Equity
Mkt
KO / TKO8%11%
Submission56%75%
Decision11%14%
Predicted output
Sig. strikes32 (1841)act 19
Takedowns0.8 (0.12.2)act 1
Schilling25%
Wins by
Model
Equity
Mkt
KO / TKO2%7%
Submission18%74%
Decision5%19%
Predicted output
Sig. strikes26 (1434)act 4
Takedowns0.1 (0.00.6)act 0
Combined totals~58 sig strikes~0.8 takedownsmkt —
How it ends
mkt —
R178%
R24%
R33%
Distance15%
Fighter props
Most sig. strikestie 1.8%
Pineda
58.7%-149
Schilling
+14939.5%
Most takedownstie 14.9%
Pineda
81.3%-2104
Schilling
+21043.9%
Significant strikes — over/under
Pineda
Expected: 31.9
32
Over 32
41.3%
+137
Exactly 32
2.1%
push
Under 32
56.7%
-137
04080
Schilling
Expected: 25.8
26
Over 26
40.7%
+140
Exactly 26
2.5%
push
Under 26
56.8%
-140
03365
Takedowns — over/under
Pineda
Expected: 0.8
1
Over 1
35.5%
-507
Exactly 1
57.4%
push
Under 1
7.0%
+507
035
Schilling
Expected: 0.1
0
Over 0
18.6%
Exactly 0
81.4%
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 4.9 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
Pineda74.8%57.3%+17.5-140
Schilling25.2%42.7%−17.5+130

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.

Tale of the tape
Ratings (Elo)
1509
Pound-for-pound
1517
1509
Divisional
1517
1500
Striking offense
1500
1500
Striking defense
1500
1500
Grappling offense
1500
1500
Grappling defense
1500
Physical
26 yrs
Age
23 yrs
5'7"
Height
5'8"
69"
Reach
Orthodox
Stance
Orthodox
Striking (UFC career)
Strikes landed / min
Strike accuracy
Strikes absorbed / min
Strike defense
Grappling (UFC career)
Takedowns / 15 min
Takedown accuracy
Takedown defense
Sub attempts / 15 min
Form & résumé
UFC win rate
Win/loss streak
Last-5 win rate
Finish rate
Recent opp. quality
Days since last fight
Recent form (last 5 UFC)
Daniel Pineda
No prior UFC fights.
Pat Schilling
No prior UFC fights.
Pineda — win / loss by method
Record: 15-7-0

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
40% of wins
L
0% of losses
Submission
9 wins, 6 losses
W
60% of wins
L
86% of losses
Decision
0 wins, 1 loss
W
0% of wins
L
14% of losses
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
15win7loss0draw0NC
WinsLosses
6 (40%)KO/TKO(0%) 0
9 (60%)Submission(86%) 6
0 (0%)Decision(14%) 1
Schilling — 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
2 wins, 0 losses
W
40% of wins
L
Submission
3 wins, 0 losses
W
60% of wins
L
Decision
0 wins, 0 losses
W
0% of wins
L
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
5win0loss0draw0NC
WinsLosses
2 (40%)KO/TKO() 0
3 (60%)Submission() 0
0 (0%)Decision() 0

Profiles

Experience
Pineda
Schilling
0
UFC fights
0
Octagon time
Career length
UFC schedule strength

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

Pineda
Schilling
Overall
Wins
Losses
Non-UFC schedule strength
Pineda
Schilling
108W–42L · 72.0%
Overall
11W–20L · 35.5%
70W–30L · 70.0%
Wins
11W–20L · 35.5%
38W–12L · 76.0%
Losses
0W–0L
Distance striking
Pineda
Schilling
Landed / min
Accuracy
Defense
Knockdowns / 15 min
Time at distance
Grappling & control
Pineda
Schilling
Takedowns / 15 min
Takedown accuracy
Takedown defense
Sub attempts / 15 min
Control share
Strike target map
Pineda
  • Head0%(0)div 61%
  • Body0%(0)div 20%
  • Legs0%(0)div 18%
  • No strike data on record.
Schilling
  • Head0%(0)div 61%
  • Body0%(0)div 20%
  • Legs0%(0)div 18%
  • No strike data on record.

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

Daniel Pineda

No UFC fights on record.

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

Pat Schilling

No UFC fights on record.

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