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UFC Fight Night: Ngannou vs. Dos Santos
Amanda Ribas
Amanda Ribas
5-1 · BRA
VS
Emily Whitmire
Emily Whitmire
4-2 · USA
June 29, 2019 · Minneapolis, Minnesota, USA
Strawweight · 3 rounds
115.0lb
Weigh-in
115.0lb
Amanda Ribas def. Emily Whitmire by SUB (Rear Naked Choke), R2 2:10
Performance
Round by round
SSTDKDCtrl
R1
Ribas5/121/403:02
Whitmire3/90/001:34
R2 · 2:10
Ribas16/291/101:30
Whitmire4/160/000:00
Total
Ribas21/412/504:32
Whitmire7/250/001:34

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
RibasWin probabilityWhitmire
76.4%23.6%
KO / TKO
27%
Submission
42%
Decision
30%
Expected fight time: 7.8 min
What drives the pick

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

Predicted outcomes
Ribas76%
Wins by
Model
Equity
Mkt
KO / TKO23%30%
Submission32%43%
Decision21%27%
Predicted output
Sig. strikes35 (1946)act 21
Takedowns1.1 (0.03.0)act 2
Whitmire24%
Wins by
Model
Equity
Mkt
KO / TKO5%20%
Submission10%41%
Decision9%39%
Predicted output
Sig. strikes28 (1536)act 7
Takedowns0.6 (0.02.2)act 0
Combined totals~63 sig strikes~1.7 takedownsmkt —
How it ends
mkt —
R147%
R217%
R36%
Distance30%
Fighter props
Most sig. strikestie 1.7%
Ribas
59.7%-155
Whitmire
+15538.6%
Most takedownstie 27.3%
Ribas
46.7%-180
Whitmire
+18026.0%
Significant strikes — over/under
Ribas
Expected: 35.0
35
Over 35
41.6%
+136
Exactly 35
1.9%
push
Under 35
56.5%
-136
04488
Whitmire
Expected: 27.8
28
Over 28
40.8%
+140
Exactly 28
2.3%
push
Under 28
56.9%
-140
03570
Takedowns — over/under
Ribas
Expected: 1.1
1
Over 1
39.8%
-115
Exactly 1
25.7%
push
Under 1
34.5%
+115
035
Whitmire
Expected: 0.6
0.5
Over 0.5
48.8%
+105
Under 0.5
51.2%
-105
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 7.8 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
Ribas76.4%38.1%+38.3+155
Whitmire23.6%61.9%−38.3-175

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
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
RibasWhitmire
Tale of the tape
Ratings (Elo)
1513
Pound-for-pound
1519
1513
Divisional
1533
1482
Striking offense
1501
1500
Striking defense
1505
1561
Grappling offense
1510
1558
Grappling defense
1509
Physical
25 yrs
Age
28 yrs
5'4"
Height
5'5"
66"
Reach
63"
Orthodox
Stance
Orthodox
Striking (UFC career)
Strikes landed / min
3.57
Strike accuracy
32%
Strikes absorbed / min
2.96
Strike defense
58%
Grappling (UFC career)
Takedowns / 15 min
1.65
Takedown accuracy
67%
Takedown defense
75%
Sub attempts / 15 min
0.8
Form & résumé
UFC win rate
67%
Win/loss streak
+2
Last-5 win rate
67%
Finish rate
50%
Recent opp. quality
Days since last fight
132
Recent form (last 5 UFC)
Amanda Ribas
No prior UFC fights.
Emily Whitmire
  • WAleksandra AlbuSUB R1
    Close -1104mo before
  • WJamie MoyleU-DEC R3
    Close +1601y before
  • LGillian RobertsonSUB R1
    Close -1901y 7mo before
Ribas — win / loss by method
Record: 5-1-0

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
2 wins, 1 loss
W
40% of wins
L
100% of losses
Submission
2 wins, 0 losses
W
40% of wins
L
0% of losses
Decision
1 win, 0 losses
W
20% of wins
L
0% of losses
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
5win1loss0draw0NC
WinsLosses
2 (40%)KO/TKO(100%) 1
2 (40%)Submission(0%) 0
1 (20%)Decision(0%) 0
Whitmire — win / loss by method
Record: 4-2-0

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
0 wins, 0 losses
W
0% of wins
L
0% of losses
Submission
1 win, 2 losses
W
25% of wins
L
100% of losses
Decision
3 wins, 0 losses
W
75% of wins
L
0% of losses
UFC
2win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
1 (50%)Submission(100%) 1
1 (50%)Decision(0%) 0
Non-UFC
2win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
0 (0%)Submission(100%) 1
2 (100%)Decision(0%) 0

Profiles

Experience
Ribas
Whitmire
0
UFC fights
3
Octagon time
18.2 min · 6.1 avg
Career length
10y 10m
UFC schedule strength

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

Ribas
Whitmire
Overall
10W–4L · 71.4%
Wins
7W–2L · 77.8%
Losses
3W–2L · 60.0%
Non-UFC schedule strength
Ribas
Whitmire
19W–9L · 67.9%
Overall
2W–7L · 22.2%
13W–8L · 61.9%
Wins
2W–7L · 22.2%
6W–1L · 85.7%
Losses
0W–0L
Distance striking
Ribas
Whitmire
Landed / min
4.84
Accuracy
27.1%
Defense
57.9%
Knockdowns / 15 min
0.00
Time at distance
55.6%
Grappling & control
Ribas
Whitmire
Takedowns / 15 min
1.65
Takedown accuracy
66.7%
Takedown defense
75.0%
Sub attempts / 15 min
0.82
Control share
81.1%
Strike target map
Ribas
  • Head0%(0)div 62%
  • Body0%(0)div 22%
  • Legs0%(0)div 16%
  • No strike data on record.
Whitmire
  • Head65%(42)div 62%
  • Body14%(9)div 22%
  • Legs22%(14)div 16%

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

Amanda Ribas

No UFC fights on record.

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

Emily Whitmire
CloseSSTDKDCtrl

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