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
1.21
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 MachadoSD0.946
- 2. Jorge PolancoNYM0.945
- 3. Corbin CarrollAZ0.926
- 4. Ramón LaureanoSD0.919
- 5. Matt OlsonATL0.911
- 6. Ketel MarteAZ0.908
- 7. Bobby Witt Jr.KC0.895
- 8. Michael BuschCHC0.892
- 9. Yordan AlvarezHOU0.881
- 10. Willson ContrerasBOS0.879
- 11. George SpringerTOR0.879
- 12. Aaron JudgeNYY0.876
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
- Jorge Polanco2026: 30.1% / 0.234
- Corbin Carroll2026: 29.3% / 0.343
- Ramón Laureano2026: 32.7% / 0.312
- Matt Olson2026: 27.8% / 0.354
- Ketel Marte2026: 31.8% / 0.345
- Bobby Witt Jr.2026: 33.7% / 0.381
- Michael Busch2026: 25.3% / 0.330
- Yordan Alvarez2026: 29.3% / 0.443
- Willson Contreras2026: 34.3% / 0.375
- George Springer2026: 25.4% / 0.308
- Aaron Judge2026: 26.2% / 0.401