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
1.77
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. Josh BellMIN0.931
- 2. Vladimir Guerrero Jr.TOR0.923
- 3. Ryan O'HearnPIT0.907
- 4. Fernando Tatis Jr.SD0.902
- 5. Brandon NimmoTEX0.886
- 6. Ronald Acuña Jr.ATL0.879
- 7. Tyler SoderstromATH0.871
- 8. Ketel MarteAZ0.864
- 9. Michael ConfortoCHC0.840
- 10. Luke MaileKC0.810
- 11. Juan SotoNYM0.802
- 12. Ben RiceNYY0.801
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Josh Bell2026: 29.8% / 0.335
- Vladimir Guerrero Jr.2026: 30.2% / 0.335
- Ryan O'Hearn2026: 31.6% / 0.315
- Fernando Tatis Jr.2026: 26.4% / 0.377
- Brandon Nimmo2026: 28.6% / 0.346
- Ronald Acuña Jr.2026: 28.7% / 0.361
- Tyler Soderstrom2026: 25.9% / 0.327
- Ketel Marte2026: 31.8% / 0.345
- Michael Conforto2026: 27.1% / 0.328
- Luke Maile2026: 29.7% / 0.213
- Juan Soto2026: 20.7% / 0.413
- Ben Rice2026: 25.0% / 0.377