2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-chase / chase-vs-mix
Cluster size
100
Centroid distance
1.34
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. Gabriel AriasCHC0.910
- 2. Christian KossSF0.888
- 3. Brady HouseWSH0.886
- 4. Alek ThomasLAD0.853
- 5. Derek HillPHI0.843
- 6. Jorge AlfaroWSH0.842
- 7. Ryan MountcastleBAL0.837
- 8. Oscar GonzalezSD0.817
- 9. Drew WatersKC0.816
- 10. Josh LoweLAA0.813
- 11. Gio UrshelaATH0.803
- 12. Jhonkensy NoelCLE0.803
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Gabriel Arias2026: 38.4% / 0.275
- Christian Koss2026: 40.1% / 0.251
- Brady House2026: 34.1% / 0.338
- Alek Thomas2026: 41.6% / 0.282
- Derek Hill2026: 34.5% / 0.292
- Ryan Mountcastle2026: 44.8% / 0.301
- Josh Lowe2026: 36.0% / 0.286