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UFC 224: Nunes vs. Pennington
Davi Ramos
Davi Ramos
7-2 · BRA
VS
Nick Hein
Nick Hein
14-2 · DEU
May 12, 2018 · Rio de Janeiro, Rio de Janeiro, Brazil
Lightweight · 3 rounds
Davi Ramos def. Nick Hein by SUB (Rear Naked Choke), R1 4:15
Performance
Round by round
SSTDKDCtrl
R1 · 4:15
Ramos6/121/102:10
Hein1/60/000:07
Total
Ramos6/121/102:10
Hein1/60/000:07

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 probabilityHein
71.1%28.9%
KO / TKO
14%
Submission
9%
Decision
77%
Expected fight time: 13.0 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 Hein. Tap a bar for why.

Predicted outcomes
Ramos71%
Wins by
Model
Equity
Mkt
KO / TKO11%16%
Submission8%11%
Decision52%73%
Predicted output
Sig. strikes45 (2558)act 6
Takedowns0.9 (0.02.8)act 1
Hein29%
Wins by
Model
Equity
Mkt
KO / TKO3%9%
Submission1%5%
Decision25%86%
Predicted output
Sig. strikes40 (2252)act 1
Takedowns0.3 (0.01.5)act 0
Combined totals~84 sig strikes~1.2 takedownsmkt —
How it ends
mkt —
R111%
R27%
R35%
Distance77%
Fighter props
Most sig. strikestie 1.3%
Ramos
54.5%-123
Hein
+12344.2%
Most takedownstie 40.8%
Ramos
42.2%-249
Hein
+24917.0%
Significant strikes — over/under
Ramos
Expected: 44.6
44.5
Over 44.5
42.6%
+135
Under 44.5
57.4%
-135
056112
Hein
Expected: 39.9
40
Over 40
41.4%
+137
Exactly 40
1.7%
push
Under 40
56.9%
-137
050100
Takedowns — over/under
Ramos
Expected: 0.9
1
Over 1
31.2%
+161
Exactly 1
18.5%
push
Under 1
50.3%
-161
035
Hein
Expected: 0.3
0.5
Over 0.5
26.5%
+278
Under 0.5
73.5%
-278
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 13.0 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
Ramos71.1%62.8%+8.3-185
Hein28.9%37.2%−8.3+160

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
61.2Striking65.1
Hein +3.9
44.5Grappling45.2
Hein +0.7
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
RamosHein
Tale of the tape
Ratings (Elo)
1520
Pound-for-pound
1572
1533
Divisional
1573
1485
Striking offense
1485
1501
Striking defense
1512
1553
Grappling offense
1490
1547
Grappling defense
1541
Physical
31 yrs
Age
34 yrs
5'6"
Height
5'6"
70"
Reach
66"
Orthodox
Stance
Southpaw
Striking (UFC career)
3.48
Strikes landed / min
2.60
37%
Strike accuracy
39%
3.29
Strikes absorbed / min
2.65
55%
Strike defense
65%
Grappling (UFC career)
2.90
Takedowns / 15 min
1.00
50%
Takedown accuracy
33%
Takedown defense
91%
0.6
Sub attempts / 15 min
0.0
Form & résumé
50%
UFC win rate
80%
+1
Win/loss streak
+3
50%
Last-5 win rate
80%
100%
Finish rate
0%
Recent opp. quality
154
Days since last fight
616
Recent form (last 5 UFC)
Davi Ramos
  • WChris GruetzemacherSUB R3
    Close -4005mo before
  • LSergio MoraesU-DEC R3
    Close +1701y 2mo before
Nick Hein
  • WTae Hyun BangU-DEC R3
    Close -3351y 8mo before
  • WYusuke KasuyaU-DEC R3
    Close -3652y 8mo before
  • WLukasz SajewskiU-DEC R3
    Close -1502y 11mo before
  • LJames VickU-DEC R3
    Close +2553y 6mo before
  • WDrew DoberU-DEC R3
    Close -1403y 11mo before
Ramos — win / loss by method
Record: 7-2-0

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
14% of wins
L
0% of losses
Submission
5 wins, 0 losses
W
71% of wins
L
0% of losses
Decision
1 win, 2 losses
W
14% of wins
L
100% of losses
UFC
1win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
1 (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
Hein — win / loss by method
Record: 14-2-0, 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
1 win, 1 loss
W
7% of wins
L
50% of losses
Submission
4 wins, 0 losses
W
29% of wins
L
0% of losses
Decision
9 wins, 1 loss
W
64% of wins
L
50% of losses
UFC
4win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
0 (0%)Submission(0%) 0
4 (100%)Decision(100%) 1
Non-UFC
10win1loss0draw1NC
WinsLosses
1 (10%)KO/TKO(100%) 1
4 (40%)Submission(0%) 0
5 (50%)Decision(0%) 0

Profiles

Experience
Ramos
Hein
2
UFC fights
5
25.8 min · 12.9 avg
Octagon time
75.0 min · 15.0 avg
16y 1m
Career length
17y 0m
UFC schedule strength

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

Ramos
Hein
24W–4L · 85.7%
Overall
61W–15L · 80.3%
13W–2L · 86.7%
Wins
55W–15L · 78.6%
11W–2L · 84.6%
Losses
6W–0L · 100.0%
Non-UFC schedule strength
Ramos
Hein
54W–22L · 71.1%
Overall
51W–20L · 71.8%
39W–19L · 67.2%
Wins
45W–19L · 70.3%
15W–3L · 83.3%
Losses
6W–1L · 85.7%
Distance striking
Ramos
Hein
3.73
Landed / min
3.08
34.8%
Accuracy
38.4%
57.1%
Defense
66.8%
0.00
Knockdowns / 15 min
0.40
82.0%
Time at distance
80.2%
Grappling & control
Ramos
Hein
2.90
Takedowns / 15 min
1.00
50.0%
Takedown accuracy
33.3%
Takedown defense
90.9%
0.58
Sub attempts / 15 min
0.00
94.3%
Control share
49.8%
Strike target map
Ramos
  • Head78%(70)div 63%
  • Body12%(11)div 20%
  • Legs10%(9)div 17%
Hein
  • Head69%(135)div 63%
  • Body16%(31)div 20%
  • Legs15%(29)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.

Nick Hein
CloseSSTDKDCtrl

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