2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-barrel / high-xwoba
Cluster size
137
Centroid distance
2.00
Feature profile vs centroid
Standardized season profile against this cluster’s mean. Observed bars are the player; comparison bars are the cluster center.
League map
Two-axis projection of the same season profiles, colored by archetype. Focus player uses accent. Stays overall when Dimension changes.
Nearest neighbors
Cosine similarity for Overall. Top 12, same role and season. Closest match is not a recommendation.
- 1. Brent RookerATH0.941
- 2. Will BensonCIN0.914
- 3. Austin RileyATL0.885
- 4. Christian WalkerHOU0.882
- 5. Matt WallnerMIN0.878
- 6. Cal RaleighSEA0.871
- 7. Kyle StowersMIA0.867
- 8. Max KeplerAZ0.856
- 9. Byron BuxtonMIN0.854
- 10. Willy AdamesSF0.847
- 11. Dansby SwansonCHC0.846
- 12. CJ KayfusCLE0.841
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Brent Rooker2026: 31.0% / 0.312
- Will Benson2026: 22.1% / 0.300
- Austin Riley2026: 32.2% / 0.300
- Christian Walker2026: 31.3% / 0.304
- Matt Wallner2026: 31.6% / 0.281
- Cal Raleigh2026: 35.6% / 0.314
- Kyle Stowers2026: 33.7% / 0.326
- Max Kepler2026: 37.3% / 0.270
- Byron Buxton2026: 34.4% / 0.343
- Willy Adames2026: 31.6% / 0.296
- Dansby Swanson2026: 26.3% / 0.306
- CJ Kayfus2026: 34.5% / 0.304