Scouting Report
Auto-generated signals worth knowing before you read the deep stats below.
- Gian Villante enters on a 5-fight losing streak.
- Gian Villante has 13pp better strike defense — meaningful gap.
- Gian Villante has 24pp better takedown defense — controls where the fight happens.
Recent Form
Last 5 fights for each fighter — most recent on the right. Hover any result for the matchup.
Gian VillanteL5 streak
oldest →L
KOvs Michal Oleksiejczuk · Feb 19L
SUBvs Maurice Greene · Jun 20L
vs Jake Collier · Dec 20L
KOvs Chris Barnett · Nov 21 Ed HermanL2 streak
oldest →W
KOvs Patrick Cummins · May 19W
vs Khadis Ibragimov · Nov 19W
SUBvs Mike Rodriguez · Sep 20L
vs Alonzo Menifield · Aug 21L
KOvs Zak Cummings · Apr 23 Output & Defense Comparison
Rate-normalized career statistics. Bold side has the edge per metric.
Gian VillanteMetricEd Herman
Net striking (SLpM − SApM)-1.09evenly matched on net striking-0.40
Statistical Profile
Career averages · bigger area = stronger across dimensions
Gian VillanteEd Herman
Recent Elo Trajectory
Last 10 fights for each fighter, aligned right (most recent on the right).
Gian Villante(10 fights)Ed Herman(10 fights)
Model Feature Differentials
Red − Blue for each engineered feature. Bar leans toward the stronger fighter.Hover a label to see what it measures.
ELO Rating— Skill rating gap. Larger = bigger experience/performance gap between fighters.
Red -47.1|Blue +47.1
Recent Form— Weighted win-rate over recent fights. Positive = Red on hotter streak.
Red +0.4|Blue -0.4
Striker Score— Striking output & defense composite. Positive = Red has striking edge.
Red +0.8|Blue -0.8
Grappler Score— Takedown & submission composite. Positive = Red has grappling edge.
Red -0.4|Blue +0.4
Layoff— Days since last fight (Red − Blue). Positive = Red has been away longer.
Red -329.0|Blue +329.0
Red Corner advantageBlue Corner advantage
Strike Breakdown
Where the strikes landed. Head accuracy is the single strongest predictor of fight outcomes.
Gian VillanteTargetEd Herman
Round-by-Round Scoring (Model)
Statistical round-winner heuristic based on strikes, takedowns, control time, and knockdowns. Not the official judges' scorecard.
Round 1Gian Villante edged it
Sig. strikes26
Takedowns0
Control0:00
24Sig. strikes
0Takedowns
0:00Control
Round 2Ed Herman edged it
Sig. strikes32
Takedowns0
Control0:00
39Sig. strikes
0Takedowns
0:00Control
Round 3Even round
Sig. strikes23
Takedowns0
Control0:04
21Sig. strikes
0Takedowns
0:06Control
