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
1.58
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. Oswaldo CabreraNYY0.935
- 2. Will WagnerSD0.873
- 3. Jon BertiCHC0.805
- 4. Luisangel AcuñaCWS0.748
- 5. Brett HarrisSF0.729
- 6. William ContrerasMIL0.721
- 7. Nick YorkePIT0.706
- 8. Nicky LopezTEX0.704
- 9. Drew MillasWSH0.689
- 10. Tim AndersonLAA0.677
- 11. Edgar QueroCWS0.673
- 12. Nick AllenHOU0.671
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Oswaldo Cabrera2026: 28.6% / 0.148
- Will Wagner2026: 24.0% / 0.329
- Luisangel Acuña2026: 34.5% / 0.266
- Brett Harris2026: 25.0% / 0.295
- William Contreras2026: 28.0% / 0.336
- Nick Yorke2026: 31.8% / 0.289
- Nicky Lopez2026: 33.5% / 0.257
- Drew Millas2026: 28.8% / 0.266
- Edgar Quero2026: 25.7% / 0.282
- Nick Allen2026: 27.1% / 0.250