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UFC Fight Night: Kape vs. Almabayev
Chepe Mariscal
Chepe Mariscal
17-6 · USA
VS
Ricardo Ramos
Ricardo Ramos
17-6 · BRA
March 1, 2025 · Las Vegas, Nevada, USA
Featherweight · 3 rounds
146.0lb
Weigh-in
146.0lb
Chepe Mariscal def. Ricardo Ramos by U-DEC, R3 5:00
Performance
Round by round
SSTDKDCtrl
R1
Mariscal28/491/300:55
Ramos15/281/200:28
R2
Mariscal42/670/100:53
Ramos8/240/000:00
R3
Mariscal15/461/100:47
Ramos14/390/200:00
Total
Mariscal85/1622/502:35
Ramos37/911/400:28

Scorecards

Mariscal vs Ramos

RdChris LebenMichael BellSal D'AmatoCommunity
R110-910-910-910-9
R210-910-910-910-8.9
R310-910-910-910-9
Total30-2730-2730-2730-26.9

Media (9 cards) · avg 3027 · 9 Mariscal · 0 Ramos

Official cards + public consensus via MMA Decisions. Per round: Mariscal-Ramos.

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
MariscalWin probabilityRamos
50.8%49.2%
KO / TKO
31%
Submission
20%
Decision
49%
Expected fight time: 10.2 min
Retrospective pick: the walk-forward model's call at the time of the fight — persisted out-of-sample, with no hindsight about the result.
What drives the pick

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

Predicted outcomes
Mariscal51%
Wins by
Model
Equity
Mkt
KO / TKO18%35%
Submission7%15%
Decision26%50%
Predicted output
Sig. strikes41 (1755)act 85
Takedowns0.7 (0.02.7)act 2
Ramos49%
Wins by
Model
Equity
Mkt
KO / TKO13%27%
Submission12%25%
Decision24%48%
Predicted output
Sig. strikes30 (1241)act 37
Takedowns0.8 (0.03.0)act 1
Combined totals~71 sig strikes~1.6 takedownsmkt —
How it ends
mkt —
R128%
R215%
R38%
Distance49%
Fighter props
Most sig. strikestie 1.3%
Mariscal
58.8%-147
Ramos
+14739.9%
Most takedownstie 31.6%
Mariscal
31.5%+117
Ramos
-11736.8%
Significant strikes — over/under
Mariscal
Expected: 40.6
40.5
Over 40.5
39.8%
+151
Under 40.5
60.2%
-151
051102
Ramos
Expected: 30.2
30
Over 30
39.3%
+150
Exactly 30
1.6%
push
Under 30
59.1%
-150
03876
Takedowns — over/under
Mariscal
Expected: 0.7
0.5
Over 0.5
47.8%
+109
Under 0.5
52.2%
-109
035
Ramos
Expected: 0.8
1
Over 1
31.6%
+151
Exactly 1
20.6%
push
Under 1
47.7%
-151
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 10.2 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
Mariscal50.8%72.1%−21.3-300
Ramos49.2%27.9%+21.3+245

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
72.9Striking57.2
Mariscal +15.7
57.0Grappling68.5
Ramos +11.4
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
MariscalRamos
Tale of the tape
Ratings (Elo)
1575
Pound-for-pound
1556
1560
Divisional
1525
1507
Striking offense
1483
1514
Striking defense
1496
1503
Grappling offense
1514
1508
Grappling defense
1516
Physical
32 yrs
Age
29 yrs
5'7"
Height
5'9"
69"
Reach
72"
Orthodox
Stance
Orthodox
Striking (UFC career)
4.75
Strikes landed / min
3.03
57%
Strike accuracy
36%
3.24
Strikes absorbed / min
3.85
50%
Strike defense
56%
Grappling (UFC career)
3.09
Takedowns / 15 min
2.77
39%
Takedown accuracy
61%
73%
Takedown defense
73%
0.3
Sub attempts / 15 min
0.8
Form & résumé
100%
UFC win rate
62%
+4
Win/loss streak
+1
100%
Last-5 win rate
40%
25%
Finish rate
38%
Recent opp. quality
203
Days since last fight
196
Recent form (last 5 UFC)
Chepe Mariscal
  • WDamon JacksonU-DEC R3
    missedClose -1807mo before
  • WMorgan CharriereS-DEC R3
    Close +11711mo before
  • WJack JenkinsKO/TKO R2
    Close +1881y 6mo before
  • WTrevor PeekU-DEC R3
    Close +1321y 8mo before
Ricardo Ramos
  • WJosh CulibaoS-DEC R3
    Close +1056mo before
  • LJulian ErosaSUB R1
    Close -17611mo before
  • LCharles JourdainSUB R1
    Close +1181y 5mo before
  • WDanny ChavezKO/TKO R1
    Close -3222y 8mo before
  • LZubaira TukhugovU-DEC R3
    Close +1393y 4mo before
Mariscal — win / loss by method
Record: 17-6-0, 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
7 wins, 3 losses
W
41% of wins
L
50% of losses
Submission
3 wins, 0 losses
W
18% of wins
L
0% of losses
Decision
7 wins, 3 losses
W
41% of wins
L
50% of losses
UFC
4win0loss0draw0NC
WinsLosses
1 (25%)KO/TKO() 0
0 (0%)Submission() 0
3 (75%)Decision() 0
Non-UFC
13win6loss0draw1NC
WinsLosses
6 (46%)KO/TKO(50%) 3
3 (23%)Submission(0%) 0
4 (31%)Decision(50%) 3
Ramos — win / loss by method
Record: 17-6-0

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
4 wins, 2 losses
W
24% of wins
L
33% of losses
Submission
7 wins, 3 losses
W
41% of wins
L
50% of losses
Decision
6 wins, 1 loss
W
35% of wins
L
17% of losses
UFC
8win5loss0draw0NC
WinsLosses
2 (25%)KO/TKO(40%) 2
1 (13%)Submission(40%) 2
5 (63%)Decision(20%) 1
Non-UFC
9win1loss0draw0NC
WinsLosses
2 (22%)KO/TKO(0%) 0
6 (67%)Submission(100%) 1
1 (11%)Decision(0%) 0

Profiles

Experience
Mariscal
Ramos
4
UFC fights
13
53.3 min · 13.3 avg
Octagon time
119.3 min · 9.2 avg
11y 10m
Career length
14y 2m
UFC schedule strength

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

Mariscal
Ramos
63W–18L · 77.8%
Overall
171W–45L · 79.2%
63W–18L · 77.8%
Wins
90W–22L · 80.4%
0W–0L
Losses
81W–23L · 77.9%
Non-UFC schedule strength
Mariscal
Ramos
134W–51L · 72.4%
Overall
43W–11L · 79.6%
84W–38L · 68.9%
Wins
35W–10L · 77.8%
50W–13L · 79.4%
Losses
8W–1L · 88.9%
Distance striking
Mariscal
Ramos
6.44
Landed / min
3.66
45.0%
Accuracy
33.2%
55.4%
Defense
58.2%
0.00
Knockdowns / 15 min
0.38
35.5%
Time at distance
70.8%
Grappling & control
Mariscal
Ramos
3.09
Takedowns / 15 min
2.77
39.3%
Takedown accuracy
61.1%
72.7%
Takedown defense
72.7%
0.28
Sub attempts / 15 min
0.75
68.2%
Control share
61.3%
Strike target map
Mariscal
  • Head66%(166)div 64%
  • Body18%(45)div 20%
  • Legs17%(42)div 16%
Ramos
  • Head64%(230)div 64%
  • Body19%(70)div 20%
  • Legs17%(62)div 16%

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

Chepe Mariscal
CloseSSTDKDCtrl

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

Ricardo Ramos
CloseSSTDKDCtrl

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