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
1.85
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. Weston WilsonSEA0.958
- 2. Will SmithLAD0.952
- 3. Trent GrishamNYY0.948
- 4. Ian HappCHC0.903
- 5. Seiya SuzukiCHC0.902
- 6. Randy ArozarenaSEA0.898
- 7. Matt ChapmanSF0.891
- 8. Taylor WardSEA0.886
- 9. Juan SotoNYM0.880
- 10. Rob RefsnyderSEA0.878
- 11. Mike TroutLAA0.877
- 12. Wyatt LangfordTEX0.875
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Weston Wilson2026: 25.6% / 0.260
- Will Smith2026: 21.8% / 0.377
- Trent Grisham2026: 19.2% / 0.337
- Ian Happ2026: 23.9% / 0.317
- Seiya Suzuki2026: 22.4% / 0.340
- Randy Arozarena2026: 30.9% / 0.347
- Matt Chapman2026: 26.4% / 0.286
- Taylor Ward2026: 14.9% / 0.335
- Juan Soto2026: 20.7% / 0.413
- Rob Refsnyder2026: 25.7% / 0.255
- Mike Trout2026: 20.7% / 0.378
- Wyatt Langford2026: 27.5% / 0.316