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Prelims1 Featherweight

Josh Culibao vs Ricardo Ramos

Statlab take

baseline
Toss-up Confidence: High
Josh Culibao
Ricardo Ramos
51% 49%
Why
73"
Reach
Δ 1"
72"
30
Age
Δ 1y
29
11-5-1
Career record
Δ 1 pp
17-9
L2
Current streak
L2
7
UFC fights in our DB
12

Logistic-regression model trained on ~5,000 UFC/DWCS fights since 2016 (71.9% test accuracy). The "Why" panel shows interpretable inputs; the headline probability comes from the model.

Statlab projections

Method classifier: 0.55 accuracy on 2083 fights
Actual result
Decision - Split · Round 3
Culibao: 70 sig / 0 TD · Ramos: 27 sig / 1 TD
Josh Culibao
Ricardo Ramos
40
Sig strikes landed
39
90
Sig strikes attempted
94
49
Total strikes landed
49
0.2
Takedowns landed
1.1
0.9
Takedowns attempted
2.5
0.30
Knockdowns
0.30
34s
Control time
120s
Method
Decision
53%
KO/TKO
36%
Submission
11%

Stat regressor (GBT MultiOutput) trained on 8348 fighter-fight rows. Per-stat MAE vs naive-mean baseline: SigStrikesLanded: 25.4 (naive 28.2); SigStrikesAttempted: 52.3 (naive 59.4); TakedownsLanded: 1.1 (naive 1.3); TakedownsAttempted: 2.5 (naive 3.0); Knockdowns: 0.3 (naive 0.3); ControlTimeSeconds: 113.9 (naive 131.8); TotalStrikesLanded: 33.8 (naive 37.1).

Red corner
L2

Josh Culibao

"Kuya"
11-5-1
Career record
Height
70"
Reach
73"
Stance
Orthodox
Age
30
In our database 7 fights · 3-3
Last 5
L UFC Fight Night: Tuivasa vs. Ty…
L UFC Fight Night: Aspinall vs. T…
W UFC 284: Makhachev vs. Volkanov…
W UFC 275: Teixeira vs. Prochazka
W UFC Fight Night: Font vs. Garbr…
Blue corner
L2

Ricardo Ramos

17-9
Career record
Height
69"
Reach
72"
Stance
Orthodox
Age
29
In our database 12 fights · 7-5
Last 5
L UFC Fight Night: Ribas vs. Nama…
L UFC Fight Night: Fiziev vs. Gam…
W UFC Fight Night: Kattar vs. Emm…
L UFC 267: Blachowicz vs. Teixeira
W UFC Fight Night: Font vs. Garbr…