The Comp Constellation
Profile-shape similarity over six weighted feature groups, standardized within this season's 258 qualified hitters (286+ 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. Crow-Armstrong, Pete in signal, the comp in amber.
CHC · bats L · 621 PA
Ranked comps for Crow-Armstrong, Pete
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Buxton, Byron MIN · R · 418 PA | 0.59 | Oppo rateChase rateBat speed | Sweet-spot rate -1.7zWalk rate -1.4zSwing length +1.3z | Player Projection Swing lab |
| 02 | Mayo, Coby BAL · R · 376 PA | 0.58 | Barrel rateHard-hit rateSwing length | Walk rate -1.4zSweet-spot rate -1.3zSprint speed -1.2z | Player Projection Swing lab |
| 03 | Contreras, Willson BOS · R · 534 PA | 0.55 | Barrel rateChase rateAvg exit velocity | Sprint speed -1.7zFly-ball rate -1.5zGround-ball rate +1.3z | Player Projection Swing lab |
| 04 | Rice, Ben NYY · L · 584 PA | 0.53 | Sweet-spot rateIn-zone contactHard-hit rate | Sprint speed -2.1zGround-ball rate +1.6zChase rate -1.4z | Player Projection Swing lab |
| 05 | Bleday, JJ CIN · L · 463 PA | 0.52 | Whiff rateBat speedAvg exit velocity | Chase rate -1.9zSprint speed -1.5zIsolated power -1.3z | Player Projection Swing lab |
| 06 | Muncy, Max LAD · L · 491 PA | 0.52 | Strikeout rateBarrel rateWalk rate | Sprint speed -1.8zChase rate -1.4zSweet-spot rate -1.4z | Player Projection Swing lab |
| 07 | Vargas, Miguel CWS · R · 613 PA | 0.52 | In-zone contactGround-ball rateBat speed | Chase rate -2.2zStrikeout rate -1.4zWhiff rate -1.1z | Player Projection Swing lab |
| 08 | Langeliers, Shea ATH · R · 429 PA | 0.51 | Whiff ratexwOBA on contactChase rate | Pull rate -1.8zOppo rate +1.4zAvg exit velocity +1.0z | Player Projection Swing lab |
| 09 | Goodman, Hunter COL · R · 509 PA | 0.51 | xwOBA on contactIsolated powerSwing length | Sprint speed -1.7zSweet-spot rate -1.5zIn-zone contact -1.5z | Player Projection Swing lab |
| 10 | Abreu, Wilyer BOS · L · 600 PA | 0.47 | Bat speedIn-zone contactFly-ball rate | Oppo rate +1.9zPull rate -1.9zIsolated power -1.6z | Player Projection Swing lab |
| 11 | Carroll, Corbin AZ · L · 597 PA | 0.47 | Barrel ratePull rateHard-hit rate | Sweet-spot rate -2.2zGround-ball rate +1.6zFly-ball rate -1.2z | Player Projection Swing lab |
| 12 | Lowe, Brandon PIT · L · 579 PA | 0.47 | Chase rateOppo ratePull rate | Sprint speed -1.9zWhiff rate +1.5zIsolated power -1.4z | 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.