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
1.64
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. Isaac ParedesHOU0.989
- 2. Mike YastrzemskiATL0.949
- 3. Alex BregmanCHC0.948
- 4. Zach McKinstryDET0.928
- 5. Geraldo PerdomoAZ0.923
- 6. Jurickson ProfarATL0.919
- 7. Jonathan IndiaKC0.907
- 8. Cole YoungSEA0.897
- 9. Enmanuel ValdezPIT0.886
- 10. José FermínSTL0.885
- 11. Steven KwanCLE0.876
- 12. Ha-Seong KimATL0.868
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Isaac Paredes2026: 27.2% / 0.322
- Mike Yastrzemski2026: 26.4% / 0.312
- Alex Bregman2026: 23.5% / 0.320
- Zach McKinstry2026: 28.3% / 0.286
- Geraldo Perdomo2026: 21.4% / 0.326
- Jonathan India2026: 17.9% / 0.284
- Cole Young2026: 30.9% / 0.315
- José Fermín2026: 22.1% / 0.289
- Steven Kwan2026: 20.4% / 0.323
- Ha-Seong Kim2026: 26.0% / 0.226