The Comp Constellation
Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (288+ 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. Bazzana, Travis in signal, the comp in amber.
CLE · bats L · 444 PA
Ranked comps for Bazzana, Travis
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Collins, Isaac KC · L · 464 PA | 0.80 | xwOBA on contactAvg exit velocityBarrel rate | Bat speed +1.1zChase rate -0.8zIn-zone contact +0.7z | Player Projection Swing lab |
| 02 | Taveras, Leody BAL · L · 445 PA | 0.79 | Max exit velocityxwOBA on contactWhiff rate | Avg exit velocity -1.1zChase rate +0.8zOppo rate +0.8z | Player Projection Swing lab |
| 03 | Stott, Bryson PHI · L · 537 PA | 0.75 | Fly-ball rateSprint speedHard-hit rate | Whiff rate -1.1zSweet-spot rate +0.9zIn-zone contact +0.8z | Player Projection Swing lab |
| 04 | Springer, George TOR · R · 459 PA | 0.73 | Hard-hit ratexwOBA on contactPull rate | Bat speed +1.2zSwing length +1.1zIsolated power +0.9z | Player Projection Swing lab |
| 05 | Young, Jacob WSH · R · 435 PA | 0.70 | Isolated powerFly-ball rateBat speed | Sweet-spot rate +1.5zWalk rate -1.2zMax exit velocity -0.8z | Player Projection Swing lab |
| 06 | Young, Cole SEA · L · 574 PA | 0.70 | Ground-ball rateHard-hit rateIsolated power | Walk rate -1.6zPull rate +1.1zWhiff rate -1.0z | Player Projection Swing lab |
| 07 | Langford, Wyatt TEX · R · 387 PA | 0.70 | Sweet-spot rateSprint speedChase rate | Bat speed +1.3zIsolated power +1.2zGround-ball rate -1.0z | Player Projection Swing lab |
| 08 | Carter, Evan TEX · L · 401 PA | 0.70 | Oppo rateSwing lengthPull rate | Max exit velocity -1.6zChase rate -1.0zAvg exit velocity -0.9z | Player Projection Swing lab |
| 09 | Loftin, Nick KC · R · 374 PA | 0.69 | Isolated powerChase rateSprint speed | Sweet-spot rate +1.3zHard-hit rate -1.2zWhiff rate -1.0z | Player Projection Swing lab |
| 10 | Marsee, Jakob MIA · L · 535 PA | 0.69 | Strikeout rateBat speedxwOBA on contact | In-zone contact +1.2zWhiff rate -1.0zSwing length -0.8z | Player Projection Swing lab |
| 11 | Thomas, Lane KC · R · 387 PA | 0.67 | In-zone contactSwing lengthOppo rate | Bat speed +1.2zSweet-spot rate +1.2zMax exit velocity -0.9z | Player Projection Swing lab |
| 12 | Realmuto, J.T. PHI · R · 403 PA | 0.65 | Sprint speedOppo rateBarrel rate | Bat speed +1.6zSweet-spot rate +1.2zSwing 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.