2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
ground-ball / low-xwoba
Cluster size
61
Centroid distance
2.16
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. Kristian CampbellBOS0.931
- 2. Jacob YoungWSH0.918
- 3. José TenaWSH0.899
- 4. Jon BertiCHC0.883
- 5. John RaveKC0.868
- 6. Tommy PhamCWS0.863
- 7. Rafael MarchánPHI0.852
- 8. Luis CampusanoSD0.849
- 9. Travis JankowskiNYM0.836
- 10. Miles MastrobuoniSEA0.827
- 11. Ke'Bryan HayesCIN0.826
- 12. Blake PerkinsMIL0.808
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Jacob Young2026: 27.9% / 0.314
- José Tena2026: 29.6% / 0.296
- John Rave2026: 27.5% / 0.321
- Tommy Pham2026: 29.0% / 0.132
- Rafael Marchán2026: 33.3% / 0.202
- Luis Campusano2026: 28.7% / 0.332
- Miles Mastrobuoni2026: 27.5% / 0.184
- Ke'Bryan Hayes2026: 30.5% / 0.295
- Blake Perkins2026: 28.9% / 0.264