Prelims1
Women's Bantamweight
Melissa Mullins vs Klaudia Sygula
UFC Fight Night: Magny vs. Prates
·Meta Apex
Statlab take
baseline
Edge
Confidence: High
Melissa Mullins
Klaudia Sygula
42%
58%
Why
68"
Reach
Δ 1"
69"
33
Age
Δ 7y
26
L1
Current streak
—
2
UFC fights in our DB
0
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 2
Mullins: 38 sig / 2 TD ·
Sygula: 12 sig / 0 TD
Melissa Mullins
Klaudia Sygula
30
Sig strikes landed
35
57
Sig strikes attempted
65
71
Total strikes landed
71
2.0
Takedowns landed
0.7
4.8
Takedowns attempted
0.4
0.00
Knockdowns
0.20
254s
Control time
179s
Method
Decision
60%
KO/TKO
20%
Submission
20%
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
L1
Melissa Mullins
"No Mess"
7-3
Career record
Height
67"
Reach
68"
Stance
Orthodox
Age
33
In our database
2 fights · 1-1
Last 2
L
UFC Fight Night: Allen vs. Curt…
—
W
UFC Fight Night: Yusuff vs. Bar…
—
Blue corner
Klaudia Sygula
0-0
Career record
Height
68"
Reach
69"
Stance
Orthodox
Age
26