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
1.68
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. Manny MachadoSD0.945
- 2. Jonathan ArandaTB0.926
- 3. Bobby Witt Jr.KC0.913
- 4. Zach NetoLAA0.897
- 5. Willson ContrerasBOS0.886
- 6. Tyler O'NeillBAL0.879
- 7. Pete AlonsoBAL0.876
- 8. Addison BargerTOR0.868
- 9. Dominic CanzoneSEA0.853
- 10. Cal RaleighSEA0.852
- 11. Jo AdellCLE0.851
- 12. Yordan AlvarezHOU0.849
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Manny Machado2026: 30.0% / 0.335
- Jonathan Aranda2026: 28.8% / 0.348
- Bobby Witt Jr.2026: 33.7% / 0.381
- Zach Neto2026: 37.7% / 0.310
- Willson Contreras2026: 34.3% / 0.375
- Tyler O'Neill2026: 27.9% / 0.307
- Pete Alonso2026: 27.2% / 0.393
- Addison Barger2026: 35.5% / 0.256
- Dominic Canzone2026: 34.9% / 0.351
- Cal Raleigh2026: 35.6% / 0.314
- Jo Adell2026: 35.8% / 0.325
- Yordan Alvarez2026: 29.3% / 0.443