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
2.31
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. Nathan LukesTOR0.928
- 2. Luis ArraezPHI0.926
- 3. Keibert RuizWSH0.925
- 4. Chandler SimpsonTB0.922
- 5. Darell HernaizATH0.921
- 6. Isiah Kiner-FalefaBOS0.917
- 7. Nico HoernerCHC0.897
- 8. Dominic FletcherCWS0.859
- 9. Javier SanojaMIA0.844
- 10. Alec BohmPHI0.812
- 11. Miguel RojasLAD0.811
- 12. Otto LopezMIA0.808
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Nathan Lukes2026: 34.2% / 0.287
- Luis Arraez2026: 33.8% / 0.303
- Keibert Ruiz2026: 38.3% / 0.289
- Chandler Simpson2026: 30.7% / 0.264
- Darell Hernaiz2026: 36.2% / 0.262
- Isiah Kiner-Falefa2026: 31.8% / 0.314
- Nico Hoerner2026: 33.1% / 0.324
- Javier Sanoja2026: 39.3% / 0.295
- Alec Bohm2026: 26.4% / 0.324
- Miguel Rojas2026: 33.0% / 0.303
- Otto Lopez2026: 31.4% / 0.327