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
1.50
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. Mark VientosNYM0.869
- 2. Francisco AlvarezNYM0.860
- 3. Brice MatthewsHOU0.822
- 4. Colson MontgomeryCWS0.804
- 5. Riley GreeneDET0.801
- 6. Romy GonzalezBOS0.797
- 7. Jazz Chisholm Jr.NYY0.784
- 8. Byron BuxtonMIN0.776
- 9. Willson ContrerasBOS0.771
- 10. Shohei OhtaniLAD0.771
- 11. Zach ColeHOU0.765
- 12. Alexander CanarioPIT0.765
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Mark Vientos2026: 35.6% / 0.311
- Francisco Alvarez2026: 31.9% / 0.323
- Brice Matthews2026: 25.3% / 0.260
- Colson Montgomery2026: 32.4% / 0.303
- Riley Greene2026: 26.3% / 0.373
- Romy Gonzalez2026: 32.9% / 0.289
- Jazz Chisholm Jr.2026: 28.9% / 0.296
- Byron Buxton2026: 34.4% / 0.343
- Willson Contreras2026: 34.3% / 0.375
- Shohei Ohtani2026: 30.0% / 0.399
- Zach Cole2026: 28.2% / 0.289