Statlab take
baseline
Lean
Confidence: High
Luana Pinheiro
Amanda Ribas
53%
47%
Why
62"
Reach
Δ 4"
66"
31
Age
Δ 1y
30
12-5
Career record
Δ 9 pp
13-8
W3
Current streak
L1
3
UFC fights in our DB
9
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
Actual result
KO/TKO · Round 3
Pinheiro: 55 sig / 1 TD ·
Ribas: 87 sig / 0 TD
Luana Pinheiro
Amanda Ribas
51
Sig strikes landed
56
140
Sig strikes attempted
134
73
Total strikes landed
78
0.5
Takedowns landed
1.4
2.1
Takedowns attempted
4.0
0.20
Knockdowns
0.00
89s
Control time
230s
Method
Decision
77%
KO/TKO
14%
Submission
10%
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
W3
Luana Pinheiro
12-5
Career record
Height
62"
Reach
63"
Stance
Orthodox
Age
31
In our database
3 fights · 3-0
Last 3
W
UFC 287: Pereira vs. Adesanya 2
—
W
UFC Fight Night: Vieira vs. Tate
—
W
UFC Fight Night: Reyes vs. Proc…
—
Blue corner
L1
Amanda Ribas
13-8
Career record
Height
64"
Reach
66"
Stance
Orthodox
Age
30
In our database
9 fights · 6-3
Last 5
L
UFC Fight Night: Emmett vs. Top…
—
W
UFC 285: Jones vs. Gane
—
L
UFC Fight Night: Blachowicz vs.…
—
W
UFC 267: Blachowicz vs. Teixeira
—
L
UFC 257: Poirier vs. McGregor
—