The Comp Constellation
Profile-shape similarity over six weighted feature groups, standardized within this season's 255 qualified hitters (336+ 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 · 651 PA
Ranked comps for Lee, Brooks
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Albies, Ozzie ATL · L · 700 PA | 0.82 | Sweet-spot rateStrikeout rateOppo rate | In-zone contact -0.8zHard-hit rate -0.7zPull rate +0.7z | Player Projection Swing lab |
| 02 | Rocchio, Brayan CLE · L · 606 PA | 0.77 | Oppo rateBat speedxwOBA on contact | Sweet-spot rate +1.0zFly-ball rate -0.8zSprint speed +0.8z | Player Projection Swing lab |
| 03 | Young, Cole SEA · L · 659 PA | 0.76 | Sweet-spot rateAvg exit velocityWhiff rate | Sprint speed +1.2zIn-zone contact -0.8zxwOBA on contact +0.8z | Player Projection Swing lab |
| 04 | Heim, Jonah ATH · L · 402 PA | 0.76 | Bat speedxwOBA on contactOppo rate | Swing length +1.2zIn-zone contact -1.1zSprint speed -0.9z | Player Projection Swing lab |
| 05 | Grissom, Vaughn LAA · R · 470 PA | 0.75 | Max exit velocityHard-hit rateBat speed | Fly-ball rate -1.1zPull rate -1.0zGround-ball rate +0.9z | Player Projection Swing lab |
| 06 | O'Hearn, Ryan PIT · L · 469 PA | 0.68 | Isolated powerBat speedFly-ball rate | xwOBA on contact +1.2zHard-hit rate +1.0zStrikeout rate +0.9z | Player Projection Swing lab |
| 07 | Varsho, Daulton TOR · L · 546 PA | 0.68 | Ground-ball rateOppo rateSweet-spot rate | Swing length +1.6zBat speed +1.0zIn-zone contact -0.9z | Player Projection Swing lab |
| 08 | Stott, Bryson PHI · L · 623 PA | 0.66 | Strikeout rateBat speedOppo rate | Sprint speed +1.5zWalk rate +1.4zxwOBA on contact +0.9z | Player Projection Swing lab |
| 09 | Vargas, Ildemaro AZ · L · 506 PA | 0.65 | Pull ratexwOBA on contactWalk rate | Fly-ball rate -1.9zStrikeout rate -1.0zIsolated power -1.0z | Player Projection Swing lab |
| 10 | Bregman, Alex CHC · R · 708 PA | 0.64 | In-zone contactBat speedSwing length | Chase rate -2.0zWalk rate +1.7zWhiff rate -0.6z | Player Projection Swing lab |
| 11 | Loftin, Nick KC · R · 446 PA | 0.64 | xwOBA on contactIn-zone contactFly-ball rate | Chase rate -1.5zSprint speed +1.3zWalk rate +1.3z | Player Projection Swing lab |
| 12 | Springer, George TOR · R · 534 PA | 0.61 | Isolated powerOppo rateSweet-spot rate | Chase rate -1.7zWalk rate +1.3zSwing length +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.