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UFC Fight Night: Ladd vs. Dumont
Manon Fiorot
Manon Fiorot
9-1 · FRA
VS
Mayra Bueno Silva
Mayra Bueno Silva
7-1-1 · BRA
October 16, 2021 · Las Vegas, Nevada, USA
Flyweight · 3 rounds
Manon Fiorot def. Mayra Bueno Silva by U-DEC, R3 5:00
Performance
Round by round
SSTDKDCtrl
R1
Fiorot29/991/100:30
Bueno Silva17/390/000:03
R2
Fiorot27/840/201:16
Bueno Silva18/450/000:01
R3
Fiorot35/841/302:19
Bueno Silva13/270/000:00
Total
Fiorot91/2672/604:05
Bueno Silva48/1110/000:04

Scorecards

Fiorot vs Bueno Silva

RdDouglas CrosbyEric ColónTony WeeksCommunity
R110-910-910-910-8.9
R210-910-910-910-9
R310-910-910-810-8.9
Total30-2730-2730-2630-26.8

Media (11 cards) · avg 3027 · 11 Fiorot · 0 Bueno Silva

Official cards + public consensus via MMA Decisions. Per round: Fiorot-Bueno Silva.

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
FiorotWin probabilityBueno Silva
64.3%35.7%
KO / TKO
29%
Submission
26%
Decision
45%
Expected fight time: 10.0 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 Fiorot, blue toward Bueno Silva. Tap a bar for why.

Predicted outcomes
Fiorot64%
Wins by
Model
Equity
Mkt
KO / TKO23%36%33%
Submission11%17%5%
Decision30%47%30%
Predicted output
Sig. strikes46 (1963)act 91
Takedowns0.5 (0.02.0)act 2
Bueno Silva36%
Wins by
Model
Equity
Mkt
KO / TKO5%15%6%
Submission16%43%10%
Decision15%42%16%
Predicted output
Sig. strikes30 (1241)act 48
Takedowns1.0 (0.03.2)act 0
Combined totals~76 sig strikes~1.4 takedownsmkt —
How it ends
mkt —
R128%
R217%
R310%
Distance45%
Fighter props
Most sig. strikestie 1.2%
Fiorot
63.2%-177
Bueno Silva
+17735.6%
Most takedownstie 31.0%
Fiorot
23.7%+191
Bueno Silva
-19145.3%
Significant strikes — over/under
Fiorot
Expected: 46.2
46
Over 46
39.5%
+151
Exactly 46
1.1%
push
Under 46
59.5%
-151
058116
Bueno Silva
Expected: 30.0
30
Over 30
39.0%
+153
Exactly 30
1.6%
push
Under 30
59.4%
-153
03876
Takedowns — over/under
Fiorot
Expected: 0.5
0.5
Over 0.5
41.2%
+143
Under 0.5
58.8%
-143
035
Bueno Silva
Expected: 1.0
1
Over 1
35.9%
+113
Exactly 1
23.7%
push
Under 1
40.4%
-113
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 10.0 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
Fiorot64.3%70.6%−6.3-284
Bueno Silva35.7%29.4%+6.3+224
By method
Fiorot by KO/TKO18.3%32.6%−14.3+152
Fiorot by submission16.8%4.7%+12.1+1630
Fiorot by decision29.1%30.0%−0.9+173
Bueno Silva by KO/TKO10.2%6.4%+3.8+1193
Bueno Silva by submission9.3%9.8%−0.5+736
Bueno Silva by decision16.2%16.4%−0.2+400
Total rounds (over)
Over 1.5 rds72.5%66.3%+6.2-250
Over 2.5 rds55.4%54.9%+0.5-142
Goes the distance
Fight goes to decision45.3%49.8%−4.5-114

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
87.7Striking61.9
Fiorot +25.9
58.8Grappling35.0
Fiorot +23.7
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
FiorotBueno Silva
Tale of the tape
Ratings (Elo)
1552
Pound-for-pound
1532
1552
Divisional
1532
1514
Striking offense
1490
1535
Striking defense
1503
1486
Grappling offense
1536
1523
Grappling defense
1508
Physical
31 yrs
Age
30 yrs
5'7"
Height
5'6"
65"
Reach
66"
Orthodox
Stance
Orthodox
Striking (UFC career)
8.00
Strikes landed / min
4.09
50%
Strike accuracy
58%
1.98
Strikes absorbed / min
4.97
80%
Strike defense
46%
Grappling (UFC career)
1.75
Takedowns / 15 min
0.00
100%
Takedown accuracy
100%
Takedown defense
72%
0.0
Sub attempts / 15 min
1.2
Form & résumé
100%
UFC win rate
67%
+2
Win/loss streak
0
100%
Last-5 win rate
50%
100%
Finish rate
100%
Recent opp. quality
133
Days since last fight
231
Recent form (last 5 UFC)
Manon Fiorot
  • WTabatha RicciKO/TKO R2
    Close -3554mo before
  • WVictoria LeonardoKO/TKO R2
    Close -2009mo before
Mayra Bueno Silva
  • DMontana De La RosaM-DEC R3
    Close -1088mo before
  • WMara Romero BorellaSUB R1
    Close -2751y 1mo before
  • LMaryna MorozU-DEC R3
    Close -1401y 7mo before
  • WGillian RobertsonSUB R1
    Close +1203y 1mo before
Fiorot — win / loss by method
Record: 9-1-0

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
7 wins, 0 losses
W
78% of wins
L
0% of losses
Submission
0 wins, 0 losses
W
0% of wins
L
0% of losses
Decision
2 wins, 1 loss
W
22% of wins
L
100% of losses
UFC
2win0loss0draw0NC
WinsLosses
2 (100%)KO/TKO() 0
0 (0%)Submission() 0
0 (0%)Decision() 0
Non-UFC
7win1loss0draw0NC
WinsLosses
5 (71%)KO/TKO(0%) 0
0 (0%)Submission(0%) 0
2 (29%)Decision(100%) 1
Bueno Silva — win / loss by method
Record: 7-1-1

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
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, 1 loss
W
14% of wins
L
100% of losses
UFC
2win1loss1draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
2 (100%)Submission(0%) 0
0 (0%)Decision(100%) 1
Non-UFC
5win0loss0draw0NC
WinsLosses
1 (20%)KO/TKO() 0
3 (60%)Submission() 0
1 (20%)Decision() 0

Profiles

Experience
Fiorot
Bueno Silva
2
UFC fights
4
17.1 min · 8.6 avg
Octagon time
37.4 min · 9.3 avg
8y 1m
Career length
11y 5m
UFC schedule strength

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

Fiorot
Bueno Silva
13W–3L · 81.3%
Overall
26W–13L · 66.7%
13W–3L · 81.3%
Wins
17W–10L · 63.0%
0W–0L
Losses
9W–3L · 75.0%
Non-UFC schedule strength
Fiorot
Bueno Silva
23W–16L · 59.0%
Overall
19W–1L · 95.0%
23W–15L · 60.5%
Wins
19W–1L · 95.0%
0W–1L · 0.0%
Losses
0W–0L
Distance striking
Fiorot
Bueno Silva
7.56
Landed / min
6.81
46.4%
Accuracy
50.3%
81.2%
Defense
50.2%
0.88
Knockdowns / 15 min
0.00
79.6%
Time at distance
39.3%
Grappling & control
Fiorot
Bueno Silva
1.75
Takedowns / 15 min
0.00
100.0%
Takedown accuracy
100.0%
Takedown defense
72.0%
0.00
Sub attempts / 15 min
1.20
98.4%
Control share
10.1%
Strike target map
Fiorot
  • Head72%(99)div 62%
  • Body16%(22)div 22%
  • Legs12%(16)div 17%
Bueno Silva
  • Head54%(83)div 62%
  • Body29%(44)div 22%
  • Legs17%(26)div 17%

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

Manon Fiorot
CloseSSTDKDCtrl

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

Mayra Bueno Silva
CloseSSTDKDCtrl

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