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UFC Fight Night: Magny vs Gastelum
VS
Vernon Ramos Ho
Vernon Ramos Ho
3-0 · PAN
November 21, 2015 · Monterrey, Nuevo Leon, Mexico
Welterweight · 3 rounds
Alvaro Herrera Mendoza def. Vernon Ramos Ho by KO/TKO (Punches), R1 0:30
Performance
Round by round
SSTDKDCtrl
R1 · 0:30
Herrera Mendoza4/90/010:01
Ramos Ho2/80/000:00
Total
Herrera Mendoza4/90/010:01
Ramos Ho2/80/000:00

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
Herrera MendozaWin probabilityRamos Ho
44.0%56.0%
KO / TKO
25%
Submission
22%
Decision
53%
Expected fight time: 10.4 min
What drives the pick

Each bar is a feature's push on the model from the center axis. Red pushes toward Herrera Mendoza, blue toward Ramos Ho. Tap a bar for why.

Predicted outcomes
Herrera Mendoza44%
Wins by
Model
Equity
Mkt
KO / TKO13%30%
Submission10%22%
Decision21%48%
Predicted output
Sig. strikes60 (3478)act 4
Takedowns1.1 (0.02.9)act 0
Ramos Ho56%
Wins by
Model
Equity
Mkt
KO / TKO12%22%
Submission12%22%
Decision32%56%
Predicted output
Sig. strikes58 (3376)act 2
Takedowns0.3 (0.01.3)act 0
Combined totals~118 sig strikes~1.4 takedownsmkt —
How it ends
mkt —
R127%
R215%
R36%
Distance52%
Fighter props
Most sig. strikestie 0.9%
Herrera Mendoza
50.7%-105
Ramos Ho
+10548.4%
Most takedownstie 19.2%
Herrera Mendoza
70.1%-661
Ramos Ho
+66110.6%
Significant strikes — over/under
Herrera Mendoza
Expected: 59.6
59.5
Over 59.5
42.7%
+134
Under 59.5
57.3%
-134
075150
Ramos Ho
Expected: 58.2
58
Over 58
42.2%
+134
Exactly 58
1.2%
push
Under 58
56.7%
-134
073146
Takedowns — over/under
Herrera Mendoza
Expected: 1.1
1
Over 1
45.5%
-317
Exactly 1
40.1%
push
Under 1
14.4%
+317
035
Ramos Ho
Expected: 0.3
0.5
Over 0.5
29.2%
+243
Under 0.5
70.8%
-243
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 10.4 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
Herrera Mendoza44.0%38.8%+5.2+150
Ramos Ho56.0%61.2%−5.2-170

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)
1508
Pound-for-pound
1508
1508
Divisional
1508
Striking offense
Striking defense
Grappling offense
Grappling defense
Physical
25 yrs
Age
23 yrs
6'0"
Height
5'6"
74"
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)
Alvaro Herrera Mendoza
No prior UFC fights.
Vernon Ramos Ho
No prior UFC fights.
Herrera Mendoza — win / loss by method
Record: 8-3-0

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
4 wins, 2 losses
W
50% of wins
L
67% of losses
Submission
3 wins, 1 loss
W
38% of wins
L
33% of losses
Decision
0 wins, 0 losses
W
0% of wins
L
0% of losses
DQ / other
1 win, 0 losses
W
13% of wins
L
0% of losses
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
8win3loss0draw0NC
WinsLosses
4 (50%)KO/TKO(67%) 2
3 (38%)Submission(33%) 1
0 (0%)Decision(0%) 0
1 (13%)DQ / other(0%) 0
Ramos Ho — win / loss by method
Record: 3-0-0

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
1 win, 0 losses
W
33% of wins
L
Submission
2 wins, 0 losses
W
67% 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
3win0loss0draw0NC
WinsLosses
1 (33%)KO/TKO() 0
2 (67%)Submission() 0
0 (0%)Decision() 0

Profiles

Experience
Herrera Mendoza
Ramos Ho
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.

Herrera Mendoza
Ramos Ho
Overall
Wins
Losses
Non-UFC schedule strength
Herrera Mendoza
Ramos Ho
10W–3L · 76.9%
Overall
1W–1L · 50.0%
3W–2L · 60.0%
Wins
1W–1L · 50.0%
7W–1L · 87.5%
Losses
0W–0L
Distance striking
Herrera Mendoza
Ramos Ho
Landed / min
Accuracy
Defense
Knockdowns / 15 min
Time at distance
Grappling & control
Herrera Mendoza
Ramos Ho
Takedowns / 15 min
Takedown accuracy
Takedown defense
Sub attempts / 15 min
Control share
Strike target map
Herrera Mendoza
  • Head0%(0)div 63%
  • Body0%(0)div 21%
  • Legs0%(0)div 16%
  • No strike data on record.
Ramos Ho
  • Head0%(0)div 63%
  • Body0%(0)div 21%
  • Legs0%(0)div 16%
  • No strike data on record.

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

Alvaro Herrera Mendoza

No UFC fights on record.

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

Vernon Ramos Ho

No UFC fights on record.

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