2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
low-chase / patient-vs-mix
Cluster size
140
Centroid distance
1.45
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. Nacho Alvarez Jr.ATL0.912
- 2. Mark CanhaKC0.858
- 3. Niko KavadasLAA0.853
- 4. Wilmer FloresSF0.806
- 5. Kyle HigashiokaTEX0.796
- 6. Zack ShortNYM0.796
- 7. Ha-Seong KimATL0.774
- 8. Garrett HampsonSTL0.772
- 9. Matt McLainCIN0.764
- 10. Cavan BiggioKC0.760
- 11. Tyrone TaylorCHC0.755
- 12. Christian VázquezHOU0.745
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Kyle Higashioka2026: 31.1% / 0.295
- Zack Short2026: 27.1% / 0.256
- Ha-Seong Kim2026: 26.0% / 0.226
- Matt McLain2026: 26.4% / 0.304
- Tyrone Taylor2026: 34.6% / 0.312
- Christian Vázquez2026: 36.5% / 0.234