The Comp Constellation
Profile-shape similarity over six weighted feature groups, standardized within this season's 256 qualified hitters (340+ 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 · 624 PA
Ranked comps for Chourio, Jackson
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Rodríguez, Julio SEA · R · 669 PA | 0.70 | Strikeout rateIn-zone contactSprint speed | Barrel rate -1.0zFly-ball rate -1.0zPull rate +0.9z | Player Projection Swing lab |
| 02 | Smith, Cam HOU · R · 590 PA | 0.70 | Ground-ball rateWalk rateOppo rate | In-zone contact -1.1zAvg exit velocity -1.1zBat speed +1.0z | Player Projection Swing lab |
| 03 | House, Brady WSH · R · 371 PA | 0.69 | Max exit velocityChase ratePull rate | In-zone contact -1.2zBarrel rate -1.1zIsolated power -1.1z | Player Projection Swing lab |
| 04 | Baldwin, Drake ATL · L · 666 PA | 0.69 | Barrel rateChase rateSwing length | Sprint speed -2.2zSweet-spot rate +1.2zFly-ball rate -0.9z | Player Projection Swing lab |
| 05 | Ramos, Heliot SF · R · 458 PA | 0.68 | Barrel ratexwOBA on contactChase rate | Sprint speed -1.3zSwing length -1.3zFly-ball rate -1.2z | Player Projection Swing lab |
| 06 | Hernández, Teoscar LAD · R · 543 PA | 0.67 | xwOBA on contactOppo rateFly-ball rate | In-zone contact -1.9zWhiff rate +1.2zSwing length +1.0z | Player Projection Swing lab |
| 07 | Stewart, Sal CIN · R · 725 PA | 0.66 | Pull rateIsolated powerWhiff rate | Sprint speed -1.7zIn-zone contact -1.3zOppo rate +1.1z | Player Projection Swing lab |
| 08 | Merrill, Jackson SD · L · 708 PA | 0.66 | Sprint speedFly-ball rateHard-hit rate | Pull rate +1.6zSweet-spot rate +1.6zGround-ball rate -1.3z | Player Projection Swing lab |
| 09 | Crews, Dylan WSH · R · 453 PA | 0.66 | Sweet-spot rateBat speedChase rate | Oppo rate -1.3zIsolated power -1.0zBarrel rate -1.0z | Player Projection Swing lab |
| 10 | Tatis Jr., Fernando SD · R · 740 PA | 0.65 | Whiff rateSprint speedAvg exit velocity | Fly-ball rate -1.8zChase rate -1.3zGround-ball rate +1.0z | Player Projection Swing lab |
| 11 | Pages, Andy LAD · R · 625 PA | 0.63 | Oppo rateWalk rateIsolated power | Barrel rate -1.4zAvg exit velocity -1.1zGround-ball rate -1.0z | Player Projection Swing lab |
| 12 | Adell, Jo LAA · R · 714 PA | 0.63 | Sweet-spot rateOppo rateHard-hit rate | Max exit velocity +1.3zPull rate +1.2zBarrel 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.