2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
count-variable / low-barrel
Cluster size
78
Centroid distance
1.65
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. Keibert RuizWSH0.965
- 2. Miguel AndujarSD0.937
- 3. Tyler HeinemanLAA0.907
- 4. Luis ArraezPHI0.904
- 5. Darell HernaizATH0.897
- 6. Andrés GiménezTOR0.885
- 7. Nico HoernerCHC0.874
- 8. Ernie ClementTOR0.873
- 9. Jacob WilsonATH0.859
- 10. Adam FrazierLAA0.845
- 11. Abraham ToroBOS0.839
- 12. Michael MasseyKC0.829
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Keibert Ruiz2026: 38.3% / 0.289
- Miguel Andujar2026: 40.8% / 0.298
- Tyler Heineman2026: 41.6% / 0.241
- Luis Arraez2026: 33.8% / 0.303
- Darell Hernaiz2026: 36.2% / 0.262
- Andrés Giménez2026: 43.9% / 0.274
- Nico Hoerner2026: 33.1% / 0.324
- Ernie Clement2026: 45.0% / 0.262
- Jacob Wilson2026: 42.3% / 0.282
- Adam Frazier2026: 36.9% / 0.257
- Michael Massey2026: 38.7% / 0.308