The Hitting Spectrum Series

Six by Four

A sound hitting strategy needs a strong foundation. A strong foundation needs to be precisely designed, engineered, and tailored to the hitter.

-0.587
Correlation with OPS
9 / 128
Hitters who moved forward
5
Part research series
496
MLB hitters scored
The Research
The Hitting Spectrum Series
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 2
The Steeps
When a swing becomes too vertical to navigate
Power hitters whose swing plane gets too steep create a hole beneath their hands. Offspeed pitches win. Rhys Hoskins whiffs on 54.3% of offspeed. Jimmy Crooks leads baseball with a Steeps Score of 86.1. The tools are real. The plane is the problem.
Hoskins Attack Angle Crooks Offspeed
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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 4
The Development Gap
Players recycled through undiagnosed problems
Jimmy Crooks scored 86.1 on The Steeps in the MLB. He also appeared on the MiLB callup candidate list. The minor league dataset doesn't measure attack angle or bat speed. Coaches are working on the wrong thing. The data to fix it has always been there.
MiLB Crooks Player Dev Diagnosis
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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
Interactive Tool

Future Footprints

Find your optimal stance. Visualize your footprint. Track your season.

Leave Your Footprints & Make A Mark On The Ball
We'll use this to build your personalized stance profile
Step 1 of 6
What level do you play?
This helps us calibrate recommendations for your competition level
⚾ Tee Ball
🧢 Coach Pitch
🤖 Machine Pitch
⚾ Kid Pitch
🔥 Advanced Kid Pitch
💫 Expert Kid Pitch
🏫 High School
🎓 Adult / College
Step 2 of 6
Tell us about your bat
Bat length and weight affect how far from the plate you should stand
Step 3 of 6
How would you describe your hitting?
Pick the option that feels most like you
🎯 Contact hitter
I make contact a lot, rarely strike out
💪 Power hitter
I hit it hard when I connect
⚖️ Mix of both
Depends on the pitch
Where do your hits usually go?
⬅️ Pull side
➡️ Opposite field
↔️ All fields
Step 4 of 6
Your recent stats
Don't worry if you don't have exact numbers. Best guess is fine.
⬇️ Mostly grounders
⬆️ Mostly fly balls
↕️ Mix
Step 5 of 6
Your current stance
These will appear as toggles you can adjust in the visualizer
↖️ Open stance
⬆️ Square stance
↗️ Closed stance
Leg kick or stride?
🦵 High leg kick
🦶 Medium leg kick
➡️ Slide / small stride
🧍 No stride / toe tap
Step 6 of 6
Your Future Footprint
🟢 Drag feet to adjust  |  Front foot   Rear foot
The Data
MLB Hitters Scored
Every qualified 2026 MLB hitter with a Contact Cliff Score, Steeps Score, and This Is The Place Score derived from public Statcast data.
496
qualified hitters
📊
Box Position Recommendations
Two-dimensional personalized positioning for every qualified hitter. Three bat length variants per player.
443
hitters with stance data
🔬
Minor League Candidates
MiLB This Is The Place Score applied to 664 minor leaguers with 100+ swings. Top 100 callup candidates ranked.
664
MiLB hitters scored
🏆
Four-Year Stance Trajectories
Public Baseball Savant stance data from 2023 to 2026. 128 hitters with complete four-year box position history.
128
hitters, 4 years