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. Lee, Brooks in signal, the comp in amber.
MIN · bats L · 647 PA
Ranked comps for Lee, Brooks
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Albies, Ozzie ATL · L · 696 PA | 0.82 | Sweet-spot rateBarrel rateStrikeout rate | In-zone contact -0.8zHard-hit rate -0.7zPull rate +0.7z | Player Projection Swing lab |
| 02 | Young, Cole SEA · L · 654 PA | 0.76 | Sweet-spot rateWalk rateAvg exit velocity | Sprint speed +1.2zIn-zone contact -0.9zxwOBA on contact +0.8z | Player Projection Swing lab |
| 03 | Heim, Jonah ATH · L · 399 PA | 0.76 | Bat speedxwOBA on contactChase rate | Swing length +1.2zIn-zone contact -1.0zSprint speed -0.9z | Player Projection Swing lab |
| 04 | Grissom, Vaughn LAA · R · 465 PA | 0.76 | Max exit velocityHard-hit rateBat speed | Fly-ball rate -1.0zPull rate -1.0zGround-ball rate +0.9z | Player Projection Swing lab |
| 05 | Rocchio, Brayan CLE · L · 602 PA | 0.75 | Oppo rateBat speedxwOBA on contact | Sweet-spot rate +1.1zIsolated power -1.0zFly-ball rate -0.9z | Player Projection Swing lab |
| 06 | Varsho, Daulton TOR · L · 546 PA | 0.68 | Ground-ball rateOppo rateSweet-spot rate | Swing length +1.6zBat speed +1.0zBarrel rate +0.9z | Player Projection Swing lab |
| 07 | O'Hearn, Ryan PIT · L · 465 PA | 0.67 | Isolated powerBat speedFly-ball rate | xwOBA on contact +1.2zHard-hit rate +1.1zSweet-spot rate +1.0z | Player Projection Swing lab |
| 08 | Stott, Bryson PHI · L · 619 PA | 0.66 | Bat speedStrikeout rateIn-zone contact | Sprint speed +1.5zWalk rate +1.4zxwOBA on contact +0.9z | Player Projection Swing lab |
| 09 | Loftin, Nick KC · R · 446 PA | 0.65 | xwOBA on contactIn-zone contactFly-ball rate | Chase rate -1.5zSprint speed +1.3zWalk rate +1.2z | Player Projection Swing lab |
| 10 | Vargas, Ildemaro AZ · L · 504 PA | 0.64 | Pull ratexwOBA on contactWalk rate | Fly-ball rate -1.9zStrikeout rate -1.1zIsolated power -1.0z | Player Projection Swing lab |
| 11 | Bregman, Alex CHC · R · 708 PA | 0.64 | In-zone contactSwing lengthBat speed | Chase rate -2.0zWalk rate +1.7zBarrel rate +0.7z | Player Projection Swing lab |
| 12 | Monasterio, Andruw BOS · R · 358 PA | 0.61 | Whiff rateBat speedFly-ball rate | Pull rate -1.4zChase rate -1.3zSweet-spot rate +1.1z | 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.