The Comp Constellation
Profile-shape similarity over six weighted feature groups, standardized within this season's 257 qualified hitters (334+ 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. Chourio, Jackson in signal, the comp in amber.
MIL · bats R · 578 PA
Ranked comps for Chourio, Jackson
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | House, Brady WSH · R · 364 PA | 0.71 | Max exit velocityWalk ratePull rate | In-zone contact -1.2zIsolated power -1.1zFly-ball rate -1.1z | Player Projection Swing lab |
| 02 | Rodríguez, Julio SEA · R · 664 PA | 0.71 | Sprint speedIn-zone contactWhiff rate | Fly-ball rate -1.1zIsolated power -0.9zBarrel rate -0.9z | Player Projection Swing lab |
| 03 | Hernández, Teoscar LAD · R · 505 PA | 0.70 | xwOBA on contactOppo rateGround-ball rate | In-zone contact -1.8zWhiff rate +1.1zSwing length +0.9z | Player Projection Swing lab |
| 04 | Smith, Cam HOU · R · 572 PA | 0.69 | Ground-ball rateOppo rateBarrel rate | Avg exit velocity -1.1zIn-zone contact -1.1zBat speed +1.1z | Player Projection Swing lab |
| 05 | Ramos, Heliot SF · R · 455 PA | 0.68 | Chase ratexwOBA on contactBarrel rate | Fly-ball rate -1.4zSwing length -1.3zSprint speed -1.2z | Player Projection Swing lab |
| 06 | Stewart, Sal CIN · R · 716 PA | 0.66 | Isolated powerPull rateBarrel rate | Sprint speed -1.7zIn-zone contact -1.2zOppo rate +1.1z | Player Projection Swing lab |
| 07 | Crews, Dylan WSH · R · 445 PA | 0.66 | Strikeout rateBat speedChase rate | Oppo rate -1.2zIsolated power -1.1zBarrel rate -0.9z | Player Projection Swing lab |
| 08 | Baldwin, Drake ATL · L · 631 PA | 0.65 | Swing lengthAvg exit velocityWhiff rate | Sprint speed -2.2zSweet-spot rate +1.4zFly-ball rate -1.1z | Player Projection Swing lab |
| 09 | Abreu, Wilyer BOS · L · 692 PA | 0.65 | Isolated powerBat speedMax exit velocity | Ground-ball rate -1.8zSweet-spot rate +1.1zPull rate +1.0z | Player Projection Swing lab |
| 10 | Merrill, Jackson SD · L · 678 PA | 0.65 | Strikeout rateBarrel rateSprint speed | Pull rate +1.7zSweet-spot rate +1.7zGround-ball rate -1.2z | Player Projection Swing lab |
| 11 | Acuña Jr., Ronald ATL · R · 474 PA | 0.65 | Isolated powerBarrel ratexwOBA on contact | In-zone contact -1.5zWalk rate +1.2zSprint speed -1.2z | Player Projection Swing lab |
| 12 | Nimmo, Brandon TEX · L · 666 PA | 0.62 | Walk rateStrikeout rateAvg exit velocity | Isolated power -1.2zOppo rate -1.1zPull rate +1.0z | 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.