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UFC Fight Night: Andrade vs. Blanchfield
VS
February 18, 2023 · Las Vegas, Nevada, USA
Flyweight · 3 rounds
125.0lb
Weigh-in
125.0lb
Clayton Carpenter def. Juancamilo Ronderos by SUB (Rear Naked Choke), R1 3:13
Performance
Round by round
SSTDKDCtrl
R1 · 3:13
Carpenter3/50/001:19
Ronderos1/71/101:22
Total
Carpenter3/50/001:19
Ronderos1/71/101:22

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
CarpenterWin probabilityRonderos
63.8%36.2%
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 Carpenter, blue toward Ronderos. Tap a bar for why.

Predicted outcomes
Carpenter64%
Wins by
Model
Equity
Mkt
KO / TKO20%32%27%
Submission13%20%23%
Decision31%48%21%
Predicted output
Sig. strikes39 (1653)act 3
Takedowns2.2 (0.05.6)act 0
Ronderos36%
Wins by
Model
Equity
Mkt
KO / TKO9%25%7%
Submission8%22%10%
Decision19%53%11%
Predicted output
Sig. strikes36 (1549)act 1
Takedowns0.3 (0.01.5)act 1
Combined totals~75 sig strikes~2.5 takedownsmkt —
How it ends
mkt —
R129%
R215%
R36%
Distance50%
Fighter props
Most sig. strikestie 1.3%
Carpenter
51.5%-109
Ronderos
+10947.3%
Most takedownstie 17.2%
Carpenter
73.5%-792
Ronderos
+7929.3%
Significant strikes — over/under
Carpenter
Expected: 39.0
39
Over 39
39.2%
+152
Exactly 39
1.2%
push
Under 39
59.6%
-152
04998
Ronderos
Expected: 36.4
36.5
Over 36.5
39.6%
+153
Under 36.5
60.4%
-153
04691
Takedowns — over/under
Carpenter
Expected: 2.2
2
Over 2
43.6%
-114
Exactly 2
18.2%
push
Under 2
38.2%
+114
047
Ronderos
Expected: 0.3
0.5
Over 0.5
26.9%
+271
Under 0.5
73.1%
-271
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
Carpenter63.8%73.5%−9.7-336
Ronderos36.2%26.5%+9.7+260
By method
Carpenter by KO/TKO18.6%26.8%−8.2+211
Carpenter by submission13.3%23.4%−10.1+256
Carpenter by decision31.9%21.5%+10.4+288
Ronderos by KO/TKO10.6%6.6%+4.0+1165
Ronderos by submission7.5%10.4%−2.9+699
Ronderos by decision18.1%11.2%+6.9+642
Total rounds (over)
Over 1.5 rds71.2%54.8%+16.4-141
Over 2.5 rds56.3%39.0%+17.3+139
Goes the distance
Fight goes to decision50.1%34.5%+15.6+172

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
CarpenterRonderos
Tale of the tape
Ratings (Elo)
1524
Pound-for-pound
1499
1524
Divisional
1499
1482
Striking offense
1500
1500
Striking defense
1500
1561
Grappling offense
1493
1558
Grappling defense
1493
Physical
26 yrs
Age
28 yrs
5'6"
Height
5'3"
66"
Reach
64"
Orthodox
Stance
Southpaw
Striking (UFC career)
Strikes landed / min
4.78
Strike accuracy
34%
Strikes absorbed / min
3.91
Strike defense
68%
Grappling (UFC career)
Takedowns / 15 min
0.00
Takedown accuracy
0%
Takedown defense
Sub attempts / 15 min
0.0
Form & résumé
UFC win rate
0%
Win/loss streak
-1
Last-5 win rate
0%
Finish rate
Recent opp. quality
Days since last fight
637
Recent form (last 5 UFC)
Clayton Carpenter
No prior UFC fights.
Juancamilo Ronderos
  • LDavid DvorakSUB R1
    missedClose +4181y 9mo before
Carpenter — win / loss by method
Record: 6-0-0

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, 0 losses
W
33% of wins
L
Submission
2 wins, 0 losses
W
33% of wins
L
Decision
2 wins, 0 losses
W
33% of wins
L
UFC
0win0loss0draw0NC
WinsLosses
0 ()KO/TKO() 0
0 ()Submission() 0
0 ()Decision() 0
Non-UFC
6win0loss0draw0NC
WinsLosses
2 (33%)KO/TKO() 0
2 (33%)Submission() 0
2 (33%)Decision() 0
Ronderos — win / loss by method
Record: 4-1-0

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
0 wins, 0 losses
W
0% of wins
L
0% of losses
Submission
2 wins, 1 loss
W
50% of wins
L
100% of losses
Decision
2 wins, 0 losses
W
50% of wins
L
0% of losses
UFC
0win1loss0draw0NC
WinsLosses
0 ()KO/TKO(0%) 0
0 ()Submission(100%) 1
0 ()Decision(0%) 0
Non-UFC
4win0loss0draw0NC
WinsLosses
0 (0%)KO/TKO() 0
2 (50%)Submission() 0
2 (50%)Decision() 0

Profiles

Experience
Carpenter
Ronderos
0
UFC fights
1
Octagon time
2.3 min · 2.3 avg
Career length
7y 5m
UFC schedule strength

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

Carpenter
Ronderos
Overall
19W–3L · 86.4%
Wins
0W–0L
Losses
19W–3L · 86.4%
Non-UFC schedule strength
Carpenter
Ronderos
18W–11L · 62.1%
Overall
23W–11L · 67.6%
18W–11L · 62.1%
Wins
23W–11L · 67.6%
0W–0L
Losses
0W–0L
Distance striking
Carpenter
Ronderos
Landed / min
4.55
Accuracy
29.6%
Defense
67.9%
Knockdowns / 15 min
0.00
Time at distance
76.4%
Grappling & control
Carpenter
Ronderos
Takedowns / 15 min
0.00
Takedown accuracy
0.0%
Takedown defense
Sub attempts / 15 min
0.00
Control share
0.0%
Strike target map
Carpenter
  • Head0%(0)div 62%
  • Body0%(0)div 22%
  • Legs0%(0)div 16%
  • No strike data on record.
Ronderos
  • Head45%(5)div 62%
  • Body18%(2)div 22%
  • Legs36%(4)div 16%

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

Clayton Carpenter

No UFC fights on record.

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

Juancamilo Ronderos
CloseSSTDKDCtrl

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