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
1.48
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. Santiago EspinalLAD0.942
- 2. Mickey GasperBOS0.898
- 3. Hunter RenfroeKC0.864
- 4. David HamiltonMIL0.861
- 5. Miguel RojasLAD0.854
- 6. Christian VázquezHOU0.820
- 7. Garrett HampsonSTL0.810
- 8. Taylor WallsTB0.804
- 9. Ke'Bryan HayesCIN0.797
- 10. Sal FrelickMIL0.791
- 11. Luis UríasTOR0.788
- 12. Nick AllenHOU0.788
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Santiago Espinal2026: 34.2% / 0.290
- Mickey Gasper2026: 20.9% / 0.371
- David Hamilton2026: 29.7% / 0.274
- Miguel Rojas2026: 33.0% / 0.303
- Christian Vázquez2026: 36.5% / 0.234
- Taylor Walls2026: 25.5% / 0.249
- Ke'Bryan Hayes2026: 30.5% / 0.295
- Sal Frelick2026: 24.0% / 0.281
- Luis Urías2026: 31.4% / 0.299
- Nick Allen2026: 27.1% / 0.250