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UFC Fight Night: Machida vs Munoz
Ross Pearson
Ross Pearson
15-6 · GBR
VS
Melvin Guillard
Melvin Guillard
31-12-2 · USA
October 26, 2013 · Manchester, England, United Kingdom
Lightweight · 3 rounds
156.0lb
Weigh-in
155.0lb
No contest
Round by round
SSTDKDCtrl
R1 · 1:57
Pearson3/110/000:00
Guillard9/290/100:04
Total
Pearson3/110/000:00
Guillard9/290/100:04

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
PearsonWin probabilityGuillard
28.4%71.6%
KO / TKO
23%
Submission
5%
Decision
73%
Expected fight time: 13.4 min
What drives the pick

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

Predicted outcomes
Pearson28%
Wins by
Model
Equity
Mkt
KO / TKO4%13%
Submission2%9%
Decision22%78%
Predicted output
Sig. strikes40 (2252)act 3
Takedowns0.3 (0.01.3)act 0
Guillard72%
Wins by
Model
Equity
Mkt
KO / TKO19%27%
Submission2%3%
Decision51%70%
Predicted output
Sig. strikes69 (4090)act 9
Takedowns0.2 (0.00.7)act 0
Combined totals~109 sig strikes~0.5 takedownsmkt —
How it ends
mkt —
R16%
R27%
R315%
Distance72%
Fighter props
Most sig. strikestie 0.9%
Pearson
25.3%+291
Guillard
-29173.8%
Most takedownstie 63.2%
Pearson
22.8%-163
Guillard
+16314.0%
Significant strikes — over/under
Pearson
Expected: 39.7
39.5
Over 39.5
42.8%
+133
Under 39.5
57.2%
-133
050100
Guillard
Expected: 69.4
69.5
Over 69.5
42.4%
+136
Under 69.5
57.6%
-136
087174
Takedowns — over/under
Pearson
Expected: 0.3
0.5
Over 0.5
25.7%
+289
Under 0.5
74.3%
-289
035
Guillard
Expected: 0.2
0
Over 0
17.3%
Exactly 0
82.7%
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 13.4 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
Pearson28.4%42.7%−14.3+130
Guillard71.6%57.3%+14.3-140

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
70.6Striking72.9
Guillard +2.3
42.2Grappling54.0
Guillard +11.8
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
PearsonGuillard
Tale of the tape
Ratings (Elo)
Pound-for-pound
Divisional
1519
Striking offense
1530
1516
Striking defense
1563
1489
Grappling offense
1491
1515
Grappling defense
1474
Physical
29 yrs
Age
30 yrs
5'8"
Height
5'9"
69"
Reach
71"
Orthodox
Stance
Orthodox
Striking (UFC career)
4.16
Strikes landed / min
3.22
42%
Strike accuracy
42%
3.06
Strikes absorbed / min
1.67
68%
Strike defense
68%
Grappling (UFC career)
1.12
Takedowns / 15 min
1.62
31%
Takedown accuracy
74%
81%
Takedown defense
65%
0.0
Sub attempts / 15 min
0.2
Form & résumé
70%
UFC win rate
60%
+2
Win/loss streak
+1
60%
Last-5 win rate
40%
43%
Finish rate
67%
Recent opp. quality
203
Days since last fight
91
Recent form (last 5 UFC)
Ross Pearson
  • WRyan CoutureKO/TKO R2
    Close -3407mo before
  • WGeorge SotiropoulosKO/TKO R3
    Close -21010mo before
  • LCub SwansonKO/TKO R2
    Close -2151y 4mo before
  • WJunior AssuncaoU-DEC R3
    Close -3251y 10mo before
  • LEdson BarbozaS-DEC R3
    Close +2482y 2mo before
Melvin Guillard
  • WMac DanzigKO/TKO R2
    Close -1553mo before
  • LJamie VarnerS-DEC R3
    Close -14010mo before
  • LDonald CerroneKO/TKO R1
    missedClose +3051y 2mo before
  • WFabricio CamoesU-DEC R3
    Close -2901y 4mo before
  • LJim MillerSUB R1
    Close +1401y 9mo before
Pearson — win / loss by method
Record: 15-6-0

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
33% of wins
L
33% of losses
Submission
5 wins, 2 losses
W
33% of wins
L
33% of losses
Decision
5 wins, 2 losses
W
33% of wins
L
33% of losses
UFC
7win3loss0draw0NC
WinsLosses
3 (43%)KO/TKO(33%) 1
0 (0%)Submission(33%) 1
4 (57%)Decision(33%) 1
Non-UFC
8win3loss0draw0NC
WinsLosses
2 (25%)KO/TKO(33%) 1
5 (63%)Submission(33%) 1
1 (13%)Decision(33%) 1
Guillard — win / loss by method
Record: 31-12-2, 1 NC

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
20 wins, 1 loss
W
65% of wins
L
8% of losses
Submission
2 wins, 9 losses
W
6% of wins
L
75% of losses
Decision
9 wins, 2 losses
W
29% of wins
L
17% of losses
UFC
12win8loss0draw0NC
WinsLosses
8 (67%)KO/TKO(13%) 1
0 (0%)Submission(75%) 6
4 (33%)Decision(13%) 1
Non-UFC
19win4loss2draw1NC
WinsLosses
12 (63%)KO/TKO(0%) 0
2 (11%)Submission(75%) 3
5 (26%)Decision(25%) 1

Profiles

Experience
Pearson
Guillard
10
UFC fights
20
120.1 min · 12.0 avg
Octagon time
129.3 min · 6.5 avg
21y 7m
Career length
23y 8m
UFC schedule strength

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

Pearson
Guillard
151W–43L · 77.8%
Overall
302W–88L · 77.4%
111W–34L · 76.6%
Wins
143W–42L · 77.3%
40W–9L · 81.6%
Losses
159W–46L · 77.6%
Non-UFC schedule strength
Pearson
Guillard
59W–53L · 52.7%
Overall
86W–59L · 59.3%
43W–47L · 47.8%
Wins
59W–49L · 54.6%
16W–6L · 72.7%
Losses
27W–10L · 73.0%
Distance striking
Pearson
Guillard
4.79
Landed / min
3.84
36.6%
Accuracy
37.5%
73.0%
Defense
70.1%
0.37
Knockdowns / 15 min
1.51
63.9%
Time at distance
59.2%
Grappling & control
Pearson
Guillard
1.12
Takedowns / 15 min
1.62
31.0%
Takedown accuracy
73.7%
80.9%
Takedown defense
64.7%
0.00
Sub attempts / 15 min
0.23
41.5%
Control share
28.1%
Strike target map
Pearson
  • Head62%(312)div 64%
  • Body22%(112)div 20%
  • Legs15%(76)div 17%
Guillard
  • Head66%(277)div 64%
  • Body20%(85)div 20%
  • Legs13%(55)div 17%

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

Ross Pearson
CloseSSTDKDCtrl

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

Melvin Guillard
CloseSSTDKDCtrl

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