Part 1
The Contact Cliff
When elite contact skill becomes a liability
Every contact hitter is climbing the same cliff. The hands get too good at finding the ball. The swing decelerates. The power drains. Kwan, Arraez, McNeil, and Hoerner all climbed it. Nobody named it. Until now.
Kwan
Arraez
The Nine
Stance Data
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Part 3
This Is The Place
A unified framework for the mechanically perfect hitter
Combine both failure modes into one mechanical health score. Correlates with OPS at -0.587, outperforming bat speed, exit velocity, and hard hit rate individually. Jackson Chourio at 20 years old is the most mechanically perfect hitter in baseball.
Chourio
OPS Predictor
Buy Signal
Sell Signal
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Part 5
The Box
A personalized prescription for where every hitter should stand
Two dimensions. Four inputs each. The first systematic framework for telling a hitter precisely where to stand in a 24 square foot box, accounting for their Contact Cliff score, Steeps score, contact point spread, and bat length. The sport has never done this.
Positioning
Bat Length
Algorithm
496 Hitters
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Part 6 — Coming Soon
Dig In to the Box with Confidence
For every hitter, at every level
The framework built for MLB hitters applies to every level of the game. Tee ball to the show. A guide for young hitters, coaches, and parents on using the batter's box intentionally for the first time.
Youth Baseball
Little League
Coaching
Coming soon