Elevate bat path to increase average launch angle toward 12-18° range
Solid = current angle. Dotted = recommended window.
Optimization diagnostic / NYY
Aaron Judge
Aaron Judge's tools (86) outpace production (74) by 12 points. Primary finding: groundball-heavy approach with the raw power to drive the ball — leaving fly-ball damage on the table. Also flagged: Power Efficiency Gap; Passive In-Zone Approach. Most actionable fix: elevate bat path to increase average launch angle toward 12-18° range.
Data window 2026-05-17 / 2026-05-31Confidence LOW
Hitter optimization
Swing path and decision map
Aaron Judge's tools (86) outpace production (74) by 12 points. Primary finding: groundball-heavy approach with the raw power to drive the ball — leaving fly-ball damage on the table. Also flagged: Power Efficiency Gap; Passive In-Zone Approach. Most actionable fix: elevate bat path to increase average launch angle toward 12-18° range.
Launch Angle Too Low
+10.7°
Current 5° → Target 16°
Passive In-Zone Approach
Pass
Attack
Pass
Attack
Attack
Attack
Pass
Attack
Pass
Increase in-zone swing rate, especially on fastballs in favorable counts
Hittable takes / Expansion guardrailDiagnosis
Fixable gaps
| Signal | Cause | Fix | Confidence |
|---|---|---|---|
| Power Efficiency Gap0.75 | High exit velocity but low barrel rate — bat-to-ball efficiency is leaving power on the table | Optimize swing path to increase squared-up rate at productive launch anglesEach 2pp barrel rate increase projects to ~0.015 xwOBA improvement | LOW |
| Launch Angle Too Low0.80 | Groundball-heavy approach with the raw power to drive the ball — leaving fly-ball damage on the table | Elevate bat path to increase average launch angle toward 12-18° rangeGroundballs produce .228 wOBA; fly balls produce .462 — each 5° increase is substantial | LOW |
| Passive In-Zone Approach0.50 | Excellent plate discipline but too passive on hittable pitches — letting strikes go by | Increase in-zone swing rate, especially on fastballs in favorable countsEach 5pp zone swing increase with maintained contact quality adds ~0.012 wOBA | MEDIUM |
Arsenal / metrics
Underlying components
| Component | Usage | Velo | Whiff |
|---|---|---|---|
| No component rows are available for this report. | |||