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UFC Fight Night: Korean Zombie vs. Rodriguez
Davi Ramos
Davi Ramos
8-2 · BRA
VS
John Gunther
John Gunther
5-0 · USA
November 10, 2018 · Denver, Colorado, USA
Lightweight · 3 rounds
Davi Ramos def. John Gunther by SUB (Rear Naked Choke), R1 1:57
Performance
Round by round
SSTDKDCtrl
R1 · 1:57
Ramos4/51/101:45
Gunther1/30/000:00
Total
Ramos4/51/101:45
Gunther1/30/000:00

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
RamosWin probabilityGunther
69.5%30.5%
KO / TKO
24%
Submission
18%
Decision
58%
Expected fight time: 10.6 min
What drives the pick

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

Predicted outcomes
Ramos69%
Wins by
Model
Equity
Mkt
KO / TKO17%24%
Submission15%22%
Decision37%54%
Predicted output
Sig. strikes28 (1537)act 4
Takedowns0.7 (0.02.5)act 1
Gunther31%
Wins by
Model
Equity
Mkt
KO / TKO7%24%
Submission3%8%
Decision21%68%
Predicted output
Sig. strikes34 (1945)act 1
Takedowns1.0 (0.03.1)act 0
Combined totals~63 sig strikes~1.8 takedownsmkt —
How it ends
mkt —
R128%
R210%
R34%
Distance58%
Fighter props
Most sig. strikestie 1.7%
Ramos
40.4%+143
Gunther
-14357.9%
Most takedownstie 29.5%
Ramos
27.1%+160
Gunther
-16043.4%
Significant strikes — over/under
Ramos
Expected: 28.3
28.5
Over 28.5
42.0%
+138
Under 28.5
58.0%
-138
03671
Gunther
Expected: 34.3
34.5
Over 34.5
42.1%
+137
Under 34.5
57.9%
-137
04386
Takedowns — over/under
Ramos
Expected: 0.7
0.5
Over 0.5
44.5%
+125
Under 0.5
55.5%
-125
035
Gunther
Expected: 1.0
1
Over 1
37.5%
+108
Exactly 1
22.2%
push
Under 1
40.4%
-108
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 10.6 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
Ramos69.5%87.2%−17.7-1000
Gunther30.5%12.8%+17.7+650

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
62.5Striking49.6
Ramos +12.9
52.2Grappling44.1
Ramos +8.1
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
RamosGunther
Tale of the tape
Ratings (Elo)
1538
Pound-for-pound
1530
1551
Divisional
1530
Striking offense
Striking defense
1548
Grappling offense
1506
1543
Grappling defense
1500
Physical
32 yrs
Age
32 yrs
5'6"
Height
5'9"
70"
Reach
72"
Orthodox
Stance
Orthodox
Striking (UFC career)
3.19
Strikes landed / min
1.80
37%
Strike accuracy
38%
2.86
Strikes absorbed / min
3.93
56%
Strike defense
47%
Grappling (UFC career)
2.99
Takedowns / 15 min
8.00
55%
Takedown accuracy
42%
Takedown defense
1.0
Sub attempts / 15 min
0.0
Form & résumé
67%
UFC win rate
100%
+2
Win/loss streak
+1
67%
Last-5 win rate
100%
100%
Finish rate
0%
Recent opp. quality
182
Days since last fight
127
Recent form (last 5 UFC)
Davi Ramos
  • WNick HeinSUB R1
    Close -1856mo before
  • WChris GruetzemacherSUB R3
    Close -40011mo before
  • LSergio MoraesU-DEC R3
    Close +1701y 8mo before
John Gunther
  • WAllan ZunigaM-DEC R3
    Close -1304mo before
Ramos — win / loss by method
Record: 8-2-0

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
1 win, 0 losses
W
13% of wins
L
0% of losses
Submission
6 wins, 0 losses
W
75% of wins
L
0% of losses
Decision
1 win, 2 losses
W
13% of wins
L
100% of losses
UFC
2win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
2 (100%)Submission(0%) 0
0 (0%)Decision(100%) 1
Non-UFC
6win1loss0draw0NC
WinsLosses
1 (17%)KO/TKO(0%) 0
4 (67%)Submission(0%) 0
1 (17%)Decision(100%) 1
Gunther — 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
1 win, 0 losses
W
20% of wins
L
Submission
1 win, 0 losses
W
20% of wins
L
Decision
3 wins, 0 losses
W
60% of wins
L
UFC
1win0loss0draw0NC
WinsLosses
0 (0%)KO/TKO() 0
0 (0%)Submission() 0
1 (100%)Decision() 0
Non-UFC
4win0loss0draw0NC
WinsLosses
1 (25%)KO/TKO() 0
1 (25%)Submission() 0
2 (50%)Decision() 0

Profiles

Experience
Ramos
Gunther
3
UFC fights
1
30.1 min · 10.0 avg
Octagon time
15.0 min · 15.0 avg
16y 1m
Career length
11y 5m
UFC schedule strength

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

Ramos
Gunther
38W–6L · 86.4%
Overall
13W–0L · 100.0%
27W–4L · 87.1%
Wins
13W–0L · 100.0%
11W–2L · 84.6%
Losses
0W–0L
Non-UFC schedule strength
Ramos
Gunther
54W–22L · 71.1%
Overall
12W–0L · 100.0%
39W–19L · 67.2%
Wins
12W–0L · 100.0%
15W–3L · 83.3%
Losses
0W–0L
Distance striking
Ramos
Gunther
3.63
Landed / min
5.96
35.3%
Accuracy
32.3%
58.0%
Defense
54.2%
0.00
Knockdowns / 15 min
0.00
76.9%
Time at distance
22.4%
Grappling & control
Ramos
Gunther
2.99
Takedowns / 15 min
8.00
54.5%
Takedown accuracy
42.1%
Takedown defense
1.00
Sub attempts / 15 min
0.00
94.5%
Control share
100.0%
Strike target map
Ramos
  • Head78%(75)div 63%
  • Body13%(12)div 20%
  • Legs9%(9)div 17%
Gunther
  • Head81%(22)div 63%
  • Body7%(2)div 20%
  • Legs11%(3)div 17%

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

Davi Ramos
CloseSSTDKDCtrl

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

John Gunther
CloseSSTDKDCtrl

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