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
2.71
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. Byron BuxtonMIN0.971
- 2. Will BensonCIN0.966
- 3. Brent RookerATH0.949
- 4. Riley GreeneDET0.946
- 5. Dansby SwansonCHC0.925
- 6. Jo AdellCLE0.924
- 7. Christian WalkerHOU0.906
- 8. Austin RileyATL0.893
- 9. Colson MontgomeryCWS0.890
- 10. Rafael DeversSF0.889
- 11. Corey SeagerTEX0.885
- 12. Manny MachadoSD0.883
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Byron Buxton2026: 34.4% / 0.343
- Will Benson2026: 22.1% / 0.300
- Brent Rooker2026: 31.0% / 0.312
- Riley Greene2026: 26.3% / 0.373
- Dansby Swanson2026: 26.3% / 0.306
- Jo Adell2026: 35.8% / 0.325
- Christian Walker2026: 31.3% / 0.304
- Austin Riley2026: 32.2% / 0.300
- Colson Montgomery2026: 32.4% / 0.303
- Rafael Devers2026: 30.0% / 0.342
- Corey Seager2026: 27.8% / 0.353
- Manny Machado2026: 30.0% / 0.335