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UFC Fight Night: Kattar vs. Emmett
Ricardo Ramos
Ricardo Ramos
15-4 · BRA
VS
Danny Chavez
Danny Chavez
11-4-1 · USA
June 18, 2022 · Austin, Texas, USA
Featherweight · 3 rounds
146.0lb
Weigh-in
145.0lb
Ricardo Ramos def. Danny Chavez by KO/TKO (Spinning Back Elbow), R1 1:12
Performance
Round by round
SSTDKDCtrl
R1 · 1:12
Ramos4/140/010:01
Chavez3/90/000:00
Total
Ramos4/140/010:01
Chavez3/90/000:00

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 probabilityChavez
73.8%26.2%
KO / TKO
27%
Submission
16%
Decision
57%
Expected fight time: 10.9 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 Ramos, blue toward Chavez. Tap a bar for why.

Predicted outcomes
Ramos74%
Wins by
Model
Equity
Mkt
KO / TKO20%27%11%
Submission14%19%17%
Decision40%54%42%
Predicted output
Sig. strikes44 (1860)act 4
Takedowns0.9 (0.03.2)act 0
Chavez26%
Wins by
Model
Equity
Mkt
KO / TKO8%29%13%
Submission1%5%3%
Decision17%66%13%
Predicted output
Sig. strikes38 (1551)act 3
Takedowns0.5 (0.02.3)act 0
Combined totals~82 sig strikes~1.4 takedownsmkt —
How it ends
mkt —
R122%
R215%
R36%
Distance57%
Fighter props
Most sig. strikestie 1.2%
Ramos
54.6%-123
Chavez
+12344.2%
Most takedownstie 37.5%
Ramos
37.1%-146
Chavez
+14625.5%
Significant strikes — over/under
Ramos
Expected: 44.3
44.5
Over 44.5
39.5%
+153
Under 44.5
60.5%
-153
056111
Chavez
Expected: 37.6
37.5
Over 37.5
39.9%
+151
Under 37.5
60.1%
-151
04895
Takedowns — over/under
Ramos
Expected: 0.9
1
Over 1
30.6%
+172
Exactly 1
16.6%
push
Under 1
52.8%
-172
035
Chavez
Expected: 0.5
0.5
Over 0.5
37.5%
+167
Under 0.5
62.5%
-167
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 10.9 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
Ramos73.8%72.7%+1.1-322
Chavez26.2%27.3%−1.1+249
By method
Ramos by KO/TKO20.1%11.2%+8.9+629
Ramos by submission11.6%17.3%−5.7+370
Ramos by decision42.1%42.5%−0.4-109
Chavez by KO/TKO7.1%13.1%−6.0+522
Chavez by submission4.1%3.2%+0.9+2441
Chavez by decision14.9%12.7%+2.2+541
Total rounds (over)
Over 1.5 rds77.5%72.6%+4.9-350
Over 2.5 rds62.8%63.5%−0.7-209
Goes the distance
Fight goes to decision57.0%58.6%−1.6-168

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
60.0Striking55.4
Ramos +4.5
65.9Grappling59.3
Ramos +6.6
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
RamosChavez
Tale of the tape
Ratings (Elo)
1562
Pound-for-pound
1513
1525
Divisional
1514
1490
Striking offense
1492
1494
Striking defense
1502
Grappling offense
Grappling defense
Physical
26 yrs
Age
35 yrs
5'9"
Height
5'8"
72"
Reach
67"
Orthodox
Stance
Orthodox
Striking (UFC career)
3.32
Strikes landed / min
2.87
38%
Strike accuracy
39%
3.84
Strikes absorbed / min
3.84
58%
Strike defense
50%
Grappling (UFC career)
2.61
Takedowns / 15 min
2.00
59%
Takedown accuracy
60%
73%
Takedown defense
88%
0.6
Sub attempts / 15 min
0.0
Form & résumé
67%
UFC win rate
50%
-1
Win/loss streak
0
60%
Last-5 win rate
33%
33%
Finish rate
0%
Recent opp. quality
231
Days since last fight
322
Recent form (last 5 UFC)
Ricardo Ramos
  • LZubaira TukhugovU-DEC R3
    Close +1398mo before
  • WBill AlgeoU-DEC R3
    Close +1111y 1mo before
  • LLerone MurphyKO/TKO R1
    Close -1621y 11mo before
  • WEduardo GaragorriSUB R1
    Close -4302y 7mo before
  • WJourney NewsonU-DEC R3
    Close -3803y before
Danny Chavez
  • DKai Kamaka IIIM-DEC R3
    !Close -10111mo before
  • LJared GordonU-DEC R3
    Close -1281y 4mo before
  • WTJ BrownU-DEC R3
    Close +1301y 10mo before
Ramos — win / loss by method
Record: 15-4-0

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
3 wins, 2 losses
W
20% of wins
L
50% of losses
Submission
7 wins, 1 loss
W
47% of wins
L
25% of losses
Decision
5 wins, 1 loss
W
33% of wins
L
25% of losses
UFC
6win3loss0draw0NC
WinsLosses
1 (17%)KO/TKO(67%) 2
1 (17%)Submission(0%) 0
4 (67%)Decision(33%) 1
Non-UFC
9win1loss0draw0NC
WinsLosses
2 (22%)KO/TKO(0%) 0
6 (67%)Submission(100%) 1
1 (11%)Decision(0%) 0
Chavez — win / loss by method
Record: 11-4-1

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
3 wins, 0 losses
W
27% of wins
L
0% of losses
Submission
0 wins, 1 loss
W
0% of wins
L
25% of losses
Decision
8 wins, 3 losses
W
73% of wins
L
75% of losses
UFC
1win1loss1draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
0 (0%)Submission(0%) 0
1 (100%)Decision(100%) 1
Non-UFC
10win3loss0draw0NC
WinsLosses
3 (30%)KO/TKO(0%) 0
0 (0%)Submission(33%) 1
7 (70%)Decision(67%) 2

Profiles

Experience
Ramos
Chavez
9
UFC fights
3
97.7 min · 10.9 avg
Octagon time
45.0 min · 15.0 avg
14y 2m
Career length
16y 6m
UFC schedule strength

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

Ramos
Chavez
107W–21L · 83.6%
Overall
30W–11L · 73.2%
68W–15L · 81.9%
Wins
14W–7L · 66.7%
39W–6L · 86.7%
Losses
16W–4L · 80.0%
Non-UFC schedule strength
Ramos
Chavez
43W–11L · 79.6%
Overall
57W–21L · 73.1%
35W–10L · 77.8%
Wins
38W–19L · 66.7%
8W–1L · 88.9%
Losses
19W–2L · 90.5%
Distance striking
Ramos
Chavez
3.80
Landed / min
3.52
35.3%
Accuracy
35.3%
59.8%
Defense
52.6%
0.31
Knockdowns / 15 min
0.00
73.8%
Time at distance
67.0%
Grappling & control
Ramos
Chavez
2.61
Takedowns / 15 min
2.00
58.6%
Takedown accuracy
60.0%
72.7%
Takedown defense
87.5%
0.61
Sub attempts / 15 min
0.00
52.2%
Control share
20.9%
Strike target map
Ramos
  • Head64%(206)div 64%
  • Body19%(62)div 20%
  • Legs17%(56)div 16%
Chavez
  • Head55%(71)div 64%
  • Body16%(20)div 20%
  • Legs29%(38)div 16%

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

Ricardo Ramos
CloseSSTDKDCtrl

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

Danny Chavez
CloseSSTDKDCtrl

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