The Comp Constellation
Profile-shape similarity over six weighted feature groups, standardized within this season's 264 qualified hitters (202+ PA). Closer to the center star = more alike. xwOBA is deliberately excluded: this maps how hitters are built, not results twins.
strong match (0.55+)
moderate (0.45 to 0.55)
weaker (< 0.45)
star size + line weight scale with similarity · rings mark 0.70 / 0.50 / 0.30 · hover a star for why, click for the fingerprint
Radial fingerprint · population percentiles
Two profile shapes drawn over the same axes: overlap is what makes them comps, gaps are where they part. Acuña Jr., Ronald in signal, the comp in amber.
ATL · bats R · 244 PA
Ranked comps for Acuña Jr., Ronald
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Greene, Riley DET · L · 423 PA | 0.71 | Chase rateIsolated powerWhiff rate | Sweet-spot rate +1.0zWalk rate -1.0zIn-zone contact +0.9z | Player Projection Swing lab |
| 02 | Stewart, Sal CIN · R · 439 PA | 0.69 | Fly-ball rateSwing lengthHard-hit rate | Walk rate -1.3zOppo rate +1.1zBat speed -1.0z | Player Projection Swing lab |
| 03 | Reynolds, Bryan PIT · L · 440 PA | 0.65 | Strikeout rateWhiff rateWalk rate | In-zone contact +1.6zSwing length -1.4zGround-ball rate +1.2z | Player Projection Swing lab |
| 04 | Hernández, Teoscar LAD · R · 271 PA | 0.65 | Avg exit velocityIsolated powerGround-ball rate | Walk rate -1.8zFly-ball rate +1.1zBat speed -1.0z | Player Projection Swing lab |
| 05 | Machado, Manny SD · R · 401 PA | 0.65 | Strikeout rateGround-ball rateHard-hit rate | Sprint speed -1.7zWalk rate -1.3zxwOBA on contact -1.1z | Player Projection Swing lab |
| 06 | Harper, Bryce PHI · L · 416 PA | 0.64 | Sprint speedAvg exit velocityMax exit velocity | Oppo rate -1.5zChase rate +1.4zIsolated power +1.1z | Player Projection Swing lab |
| 07 | Eldridge, Bryce SF · L · 225 PA | 0.63 | Max exit velocitySweet-spot rateBarrel rate | In-zone contact +1.7zOppo rate -1.3zHard-hit rate +1.1z | Player Projection Swing lab |
| 08 | Smith, Cam HOU · R · 374 PA | 0.61 | Whiff rateOppo rateStrikeout rate | Walk rate -2.2zSprint speed +1.4zIn-zone contact +1.0z | Player Projection Swing lab |
| 09 | Devers, Rafael SF · L · 415 PA | 0.59 | Barrel rateWhiff rateSwing length | Walk rate -1.9zBat speed -1.0zIsolated power +1.0z | Player Projection Swing lab |
| 10 | Pederson, Joc TEX · L · 311 PA | 0.58 | Ground-ball rateSweet-spot rateFly-ball rate | Sprint speed -1.8zBat speed -1.3zWalk rate -1.2z | Player Projection Swing lab |
| 11 | Soderstrom, Tyler ATH · L · 360 PA | 0.58 | Avg exit velocityChase rateSprint speed | In-zone contact +2.2zxwOBA on contact -1.1zIsolated power +1.1z | Player Projection Swing lab |
| 12 | Riley, Austin ATL · R · 404 PA | 0.58 | Avg exit velocitySwing lengthOppo rate | Walk rate -2.2zxwOBA on contact -1.3zChase rate +1.2z | Player Projection Swing lab |
Weighted RMS z-distance over 6 feature groups, standardized within the qualified population; similarity = exp(-alpha * d^2), one global fixed transform. xwOBA excluded by design: this matches profile shape, not outcome twins. Descriptive, not predictive.