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UFC Fight Night: Kara-France vs. Albazi
Karine Silva
Karine Silva
15-4 · BRA
VS
Ketlen Souza
Ketlen Souza
13-3 · BRA
June 3, 2023 · Las Vegas, Nevada, USA
Flyweight · 3 rounds
125.5lb
Weigh-in
124.5lb
Karine Silva def. Ketlen Souza by SUB (Other - Lock), R1 1:45
Performance
Round by round
SSTDKDCtrl
R1 · 1:45
Silva3/101/101:21
Souza0/00/000:00
Total
Silva3/101/101:21
Souza0/00/000:00

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
SilvaWin probabilitySouza
68.1%31.9%
KO / TKO
29%
Submission
21%
Decision
50%
Expected fight time: 10.1 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 Silva, blue toward Souza. Tap a bar for why.

Predicted outcomes
Silva68%
Wins by
Model
Equity
Mkt
KO / TKO20%30%14%
Submission18%26%30%
Decision30%44%22%
Predicted output
Sig. strikes35 (1447)act 3
Takedowns2.2 (0.05.5)act 1
Souza32%
Wins by
Model
Equity
Mkt
KO / TKO9%27%10%
Submission3%10%4%
Decision20%63%21%
Predicted output
Sig. strikes35 (1447)act 0
Takedowns0.4 (0.01.8)act 0
Combined totals~70 sig strikes~2.6 takedownsmkt —
How it ends
mkt —
R129%
R215%
R36%
Distance50%
Fighter props
Most sig. strikestie 1.4%
Silva
49.0%+101
Souza
-10149.7%
Most takedownstie 17.5%
Silva
70.8%-605
Souza
+60511.7%
Significant strikes — over/under
Silva
Expected: 34.7
34.5
Over 34.5
40.0%
+150
Under 34.5
60.0%
-150
04487
Souza
Expected: 34.9
35
Over 35
38.9%
+154
Exactly 35
1.4%
push
Under 35
59.7%
-154
04488
Takedowns — over/under
Silva
Expected: 2.2
2
Over 2
42.6%
-109
Exactly 2
18.5%
push
Under 2
39.0%
+109
047
Souza
Expected: 0.4
0.5
Over 0.5
33.0%
+203
Under 0.5
67.0%
-203
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 10.1 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
Silva68.1%65.5%+2.6-219
Souza31.9%34.5%−2.6+177
By method
Silva by KO/TKO19.9%13.5%+6.4+515
Silva by submission14.3%29.8%−15.5+179
Silva by decision33.8%21.9%+11.9+280
Souza by KO/TKO9.3%10.0%−0.7+732
Souza by submission6.7%4.0%+2.7+1993
Souza by decision15.9%20.7%−4.8+302
Total rounds (over)
Over 1.5 rds71.1%64.3%+6.8-222
Over 2.5 rds55.4%49.7%+5.7-113
Goes the distance
Fight goes to decision49.7%46.0%+3.7+104

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
SilvaSouza
Tale of the tape
Ratings (Elo)
1538
Pound-for-pound
1526
1538
Divisional
1526
Striking offense
Striking defense
1559
Grappling offense
1500
1557
Grappling defense
1500
Physical
29 yrs
Age
28 yrs
5'5"
Height
5'3"
67"
Reach
63"
Orthodox
Stance
Orthodox
Striking (UFC career)
3.46
Strikes landed / min
25%
Strike accuracy
3.86
Strikes absorbed / min
27%
Strike defense
Grappling (UFC career)
3.05
Takedowns / 15 min
100%
Takedown accuracy
Takedown defense
3.1
Sub attempts / 15 min
Form & résumé
100%
UFC win rate
+1
Win/loss streak
100%
Last-5 win rate
100%
Finish rate
Recent opp. quality
364
Days since last fight
Recent form (last 5 UFC)
Karine Silva
  • WPoliana BotelhoSUB R1
    Close -1321y before
Ketlen Souza
No prior UFC fights.
Silva — 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
9 wins, 1 loss
W
60% of wins
L
25% of losses
Submission
6 wins, 2 losses
W
40% of wins
L
50% of losses
Decision
0 wins, 1 loss
W
0% of wins
L
25% of losses
UFC
1win0loss0draw0NC
WinsLosses
0 (0%)KO/TKO() 0
1 (100%)Submission() 0
0 (0%)Decision() 0
Non-UFC
14win4loss0draw0NC
WinsLosses
9 (64%)KO/TKO(25%) 1
5 (36%)Submission(50%) 2
0 (0%)Decision(25%) 1
Souza — win / loss by method
Record: 13-3-0

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
8 wins, 2 losses
W
62% of wins
L
67% of losses
Submission
1 win, 1 loss
W
8% of wins
L
33% of losses
Decision
4 wins, 0 losses
W
31% of wins
L
0% of losses
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
13win3loss0draw0NC
WinsLosses
8 (62%)KO/TKO(67%) 2
1 (8%)Submission(33%) 1
4 (31%)Decision(0%) 0

Profiles

Experience
Silva
Souza
1
UFC fights
0
4.9 min · 4.9 avg
Octagon time
13y 1m
Career length
UFC schedule strength

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

Silva
Souza
8W–4L · 66.7%
Overall
8W–4L · 66.7%
Wins
0W–0L
Losses
Non-UFC schedule strength
Silva
Souza
65W–21L · 75.6%
Overall
54W–28L · 65.9%
52W–20L · 72.2%
Wins
38W–23L · 62.3%
13W–1L · 92.9%
Losses
16W–5L · 76.2%
Distance striking
Silva
Souza
2.90
Landed / min
19.0%
Accuracy
26.9%
Defense
0.00
Knockdowns / 15 min
84.1%
Time at distance
Grappling & control
Silva
Souza
3.05
Takedowns / 15 min
100.0%
Takedown accuracy
Takedown defense
3.05
Sub attempts / 15 min
100.0%
Control share
Strike target map
Silva
  • Head53%(9)div 63%
  • Body29%(5)div 22%
  • Legs18%(3)div 16%
Souza
  • Head0%(0)div 63%
  • Body0%(0)div 22%
  • Legs0%(0)div 16%
  • No strike data on record.

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

Karine Silva
CloseSSTDKDCtrl

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

Ketlen Souza

No UFC fights on record.

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