2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
low-chase / patient-vs-mix
Cluster size
140
Centroid distance
1.10
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. Xander BogaertsSD0.947
- 2. Alex VerdugoATL0.918
- 3. Ha-Seong KimATL0.897
- 4. Eric WagamanNYM0.892
- 5. Gary SánchezMIL0.886
- 6. Bryson StottPHI0.873
- 7. Liam HicksTB0.850
- 8. TJ FriedlCIN0.838
- 9. Adley RutschmanBOS0.833
- 10. Luke KeaschallMIN0.828
- 11. Lars NootbaarAZ0.827
- 12. John RaveKC0.813
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Xander Bogaerts2026: 22.9% / 0.319
- Ha-Seong Kim2026: 26.0% / 0.226
- Eric Wagaman2026: 28.3% / 0.296
- Gary Sánchez2026: 22.1% / 0.341
- Bryson Stott2026: 30.7% / 0.327
- Liam Hicks2026: 27.0% / 0.317
- TJ Friedl2026: 24.3% / 0.246
- Adley Rutschman2026: 25.8% / 0.335
- Luke Keaschall2026: 22.6% / 0.316
- Lars Nootbaar2026: 19.3% / 0.351
- John Rave2026: 27.5% / 0.321