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
1.40
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 RuizWSH0.942
- 2. Jacob WilsonATH0.921
- 3. Dominic FletcherCWS0.897
- 4. Nico HoernerCHC0.880
- 5. Thairo EstradaCOL0.866
- 6. Isiah Kiner-FalefaBOS0.861
- 7. Luis ArraezPHI0.856
- 8. Miguel AndujarSD0.854
- 9. Nick YorkePIT0.846
- 10. Adam FrazierLAA0.829
- 11. Andrés GiménezTOR0.827
- 12. Tyler HeinemanLAA0.821
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
- Jacob Wilson2026: 42.3% / 0.282
- Nico Hoerner2026: 33.1% / 0.324
- Isiah Kiner-Falefa2026: 31.8% / 0.314
- Luis Arraez2026: 33.8% / 0.303
- Miguel Andujar2026: 40.8% / 0.298
- Nick Yorke2026: 31.8% / 0.289
- Adam Frazier2026: 36.9% / 0.257
- Andrés Giménez2026: 43.9% / 0.274
- Tyler Heineman2026: 41.6% / 0.241