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
2.58
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. Will SmithLAD0.967
- 2. Ian HappCHC0.965
- 3. Matt ChapmanSF0.963
- 4. Rob RefsnyderSEA0.954
- 5. Marcell OzunaPIT0.948
- 6. Seiya SuzukiCHC0.943
- 7. Jake BauersMIL0.936
- 8. Juan SotoNYM0.925
- 9. Taylor WardSEA0.913
- 10. Ben RiceNYY0.906
- 11. Joc PedersonTEX0.905
- 12. Dylan BeaversBAL0.901
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Will Smith2026: 21.8% / 0.377
- Ian Happ2026: 23.9% / 0.317
- Matt Chapman2026: 26.4% / 0.286
- Rob Refsnyder2026: 25.7% / 0.255
- Marcell Ozuna2026: 26.7% / 0.304
- Seiya Suzuki2026: 22.4% / 0.340
- Jake Bauers2026: 21.3% / 0.380
- Juan Soto2026: 20.7% / 0.413
- Taylor Ward2026: 14.9% / 0.335
- Ben Rice2026: 25.0% / 0.377
- Joc Pederson2026: 30.1% / 0.343
- Dylan Beavers2026: 24.6% / 0.297