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
1.61
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. Zach NetoLAA0.962
- 2. Colson MontgomeryCWS0.944
- 3. Cal RaleighSEA0.938
- 4. Willy AdamesSF0.930
- 5. Jazz Chisholm Jr.NYY0.921
- 6. Byron BuxtonMIN0.909
- 7. Eugenio SuárezCIN0.908
- 8. Austin RileyATL0.905
- 9. Aaron JudgeNYY0.903
- 10. Kyle SchwarberPHI0.898
- 11. Manny MachadoSD0.894
- 12. Will BensonCIN0.886
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Zach Neto2026: 37.7% / 0.310
- Colson Montgomery2026: 32.4% / 0.303
- Cal Raleigh2026: 35.6% / 0.314
- Willy Adames2026: 31.6% / 0.296
- Jazz Chisholm Jr.2026: 28.9% / 0.296
- Byron Buxton2026: 34.4% / 0.343
- Eugenio Suárez2026: 28.3% / 0.298
- Austin Riley2026: 32.2% / 0.300
- Aaron Judge2026: 26.2% / 0.401
- Kyle Schwarber2026: 25.9% / 0.365
- Manny Machado2026: 30.0% / 0.335
- Will Benson2026: 22.1% / 0.300