Mithrandir Metrics
Diagnostic NYY Refreshed Jun 1 06:00 AM ET
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.

Score
38
Tools
86
Gap
+12.4
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°

Elevate bat path to increase average launch angle toward 12-18° range

Solid = current angle. Dotted = recommended window.
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 guardrail
Diagnosis

Fixable gaps

SignalCauseFixConfidence
Power Efficiency Gap0.75High exit velocity but low barrel rate — bat-to-ball efficiency is leaving power on the tableOptimize swing path to increase squared-up rate at productive launch anglesEach 2pp barrel rate increase projects to ~0.015 xwOBA improvementLOW
Launch Angle Too Low0.80Groundball-heavy approach with the raw power to drive the ball — leaving fly-ball damage on the tableElevate bat path to increase average launch angle toward 12-18° rangeGroundballs produce .228 wOBA; fly balls produce .462 — each 5° increase is substantialLOW
Passive In-Zone Approach0.50Excellent plate discipline but too passive on hittable pitches — letting strikes go byIncrease in-zone swing rate, especially on fastballs in favorable countsEach 5pp zone swing increase with maintained contact quality adds ~0.012 wOBAMEDIUM
Arsenal / metrics

Underlying components

ComponentUsageVeloWhiff
No component rows are available for this report.