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UFC Fight Night: Costa vs. Vettori
VS
Joselyne Edwards
Joselyne Edwards
10-3 · PAN
October 23, 2021 · Las Vegas, Nevada, USA
Bantamweight · 3 rounds
135.5lb
Weigh-in
134.5lb
Jessica-Rose Clark def. Joselyne Edwards by U-DEC, R3 5:00
Performance
Round by round
SSTDKDCtrl
R1
Clark3/62/603:33
Edwards9/190/000:50
R2
Clark9/131/203:24
Edwards11/160/000:48
R3
Clark6/82/304:43
Edwards10/130/000:00
Total
Clark18/275/11011:40
Edwards30/480/001:38

Scorecards

Clark vs Edwards

RdEric ColónRon McCarthySal D'AmatoCommunity
R19-1010-910-99.9-9.1
R210-910-910-99.9-9
R310-910-910-910-9
Total29-2830-2730-2729.8-27.1

Media (9 cards) · avg 29.927.1 · 9 Clark · 0 Edwards

Official cards + public consensus via MMA Decisions. Per round: Clark-Edwards.

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
ClarkWin probabilityEdwards
38.3%61.7%
KO / TKO
33%
Submission
18%
Decision
49%
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 Clark, blue toward Edwards. Tap a bar for why.

Predicted outcomes
Clark38%
Wins by
Model
Equity
Mkt
KO / TKO11%27%13%
Submission6%17%7%
Decision21%56%38%
Predicted output
Sig. strikes40 (1755)act 18
Takedowns0.9 (0.03.0)act 5
Edwards62%
Wins by
Model
Equity
Mkt
KO / TKO23%37%6%
Submission11%18%7%
Decision28%45%28%
Predicted output
Sig. strikes51 (2169)act 30
Takedowns0.5 (0.02.3)act 0
Combined totals~91 sig strikes~1.4 takedownsmkt —
How it ends
mkt —
R129%
R215%
R37%
Distance49%
Fighter props
Most sig. strikestie 1.0%
Clark
42.0%+136
Edwards
-13657.0%
Most takedownstie 33.6%
Clark
42.3%-176
Edwards
+17624.0%
Significant strikes — over/under
Clark
Expected: 40.4
40.5
Over 40.5
39.6%
+152
Under 40.5
60.4%
-152
051102
Edwards
Expected: 50.6
50.5
Over 50.5
39.8%
+151
Under 50.5
60.2%
-151
064127
Takedowns — over/under
Clark
Expected: 0.9
1
Over 1
33.3%
+135
Exactly 1
21.7%
push
Under 1
44.9%
-135
035
Edwards
Expected: 0.5
0.5
Over 0.5
37.8%
+164
Under 0.5
62.2%
-164
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
Clark38.3%58.8%−20.5-160
Edwards61.7%41.2%+20.5+132
By method
Clark by KO/TKO12.7%13.1%−0.4+524
Clark by submission6.7%7.4%−0.7+1013
Clark by decision18.8%38.3%−19.5+114
Edwards by KO/TKO20.5%5.9%+14.6+1277
Edwards by submission10.8%7.4%+3.4+1003
Edwards by decision30.4%27.9%+2.5+193
Total rounds (over)
Over 1.5 rds71.3%79.2%−7.9-549
Over 2.5 rds56.1%73.1%−17.0-354
Goes the distance
Fight goes to decision49.2%70.0%−20.8-301

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
71.3Striking65.0
Clark +6.3
55.6Grappling26.7
Clark +28.8
Str/minStr accStr defAbsorbedTD/15TD accTD defSubs
Hover a point to see the values
ClarkEdwards
Tale of the tape
Ratings (Elo)
1515
Pound-for-pound
1519
1503
Divisional
1519
1508
Striking offense
1505
1497
Striking defense
1498
1492
Grappling offense
1494
1513
Grappling defense
1495
Physical
33 yrs
Age
26 yrs
5'5"
Height
5'8"
64"
Reach
70"
Orthodox
Stance
Orthodox
Striking (UFC career)
4.68
Strikes landed / min
4.20
52%
Strike accuracy
53%
3.98
Strikes absorbed / min
3.83
61%
Strike defense
46%
Grappling (UFC career)
1.01
Takedowns / 15 min
0.50
56%
Takedown accuracy
17%
74%
Takedown defense
38%
0.4
Sub attempts / 15 min
0.5
Form & résumé
60%
UFC win rate
50%
+1
Win/loss streak
-1
60%
Last-5 win rate
50%
33%
Finish rate
0%
Recent opp. quality
399
Days since last fight
259
Recent form (last 5 UFC)
Jessica-Rose Clark
  • WSarah AlparKO/TKO R3
    Close -2301y 1mo before
  • LPannie KianzadU-DEC R3
    Close -1051y 11mo before
  • LJessica EyeU-DEC R3
    Close -1653y 4mo before
  • WPaige VanZantU-DEC R3
    Close +1003y 9mo before
  • WBec RawlingsS-DEC R3
    Close +1103y 11mo before
Joselyne Edwards
  • LKarol RosaU-DEC R3
    Close +1759mo before
  • WWu YananU-DEC R3
    Close -1109mo before
Clark — win / loss by method
Record: 10-6-0, 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
3 wins, 0 losses
W
30% of wins
L
0% of losses
Submission
2 wins, 0 losses
W
20% of wins
L
0% of losses
Decision
5 wins, 6 losses
W
50% of wins
L
100% of losses
UFC
3win2loss0draw0NC
WinsLosses
1 (33%)KO/TKO(0%) 0
0 (0%)Submission(0%) 0
2 (67%)Decision(100%) 2
Non-UFC
7win4loss0draw1NC
WinsLosses
2 (29%)KO/TKO(0%) 0
2 (29%)Submission(0%) 0
3 (43%)Decision(100%) 4
Edwards — win / loss by method
Record: 10-3-0

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
6 wins, 0 losses
W
60% of wins
L
0% of losses
Submission
2 wins, 1 loss
W
20% of wins
L
33% of losses
Decision
2 wins, 2 losses
W
20% of wins
L
67% of losses
UFC
1win1loss0draw0NC
WinsLosses
0 (0%)KO/TKO(0%) 0
0 (0%)Submission(0%) 0
1 (100%)Decision(100%) 1
Non-UFC
9win2loss0draw0NC
WinsLosses
6 (67%)KO/TKO(0%) 0
2 (22%)Submission(50%) 1
1 (11%)Decision(50%) 1

Profiles

Experience
Clark
Edwards
5
UFC fights
2
74.3 min · 14.9 avg
Octagon time
30.0 min · 15.0 avg
13y 7m
Career length
11y 2m
UFC schedule strength

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

Clark
Edwards
46W–24L · 65.7%
Overall
26W–6L · 81.3%
23W–13L · 63.9%
Wins
13W–3L · 81.3%
23W–11L · 67.6%
Losses
13W–3L · 81.3%
Non-UFC schedule strength
Clark
Edwards
67W–22L · 75.3%
Overall
22W–18L · 55.0%
38W–16L · 70.4%
Wins
15W–13L · 53.6%
29W–6L · 82.9%
Losses
7W–5L · 58.3%
Distance striking
Clark
Edwards
5.90
Landed / min
8.09
44.9%
Accuracy
49.3%
63.1%
Defense
52.4%
0.00
Knockdowns / 15 min
0.00
55.6%
Time at distance
42.4%
Grappling & control
Clark
Edwards
1.01
Takedowns / 15 min
0.50
55.6%
Takedown accuracy
16.7%
73.7%
Takedown defense
37.5%
0.40
Sub attempts / 15 min
0.50
63.5%
Control share
7.3%
Strike target map
Clark
  • Head66%(230)div 63%
  • Body16%(56)div 21%
  • Legs18%(62)div 16%
Edwards
  • Head52%(66)div 63%
  • Body21%(27)div 21%
  • Legs26%(33)div 16%

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

Jessica-Rose Clark
CloseSSTDKDCtrl

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

Joselyne Edwards
CloseSSTDKDCtrl

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