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
2.01
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. Shea LangeliersATH0.953
- 2. Mickey MoniakCOL0.940
- 3. Salvador PerezKC0.918
- 4. Wilyer AbreuBOS0.895
- 5. Cal RaleighSEA0.877
- 6. Casey SchmittSF0.869
- 7. Bobby Witt Jr.KC0.865
- 8. Daulton VarshoHOU0.865
- 9. Sal StewartCIN0.859
- 10. Andrew BenintendiCWS0.851
- 11. Jackson MerrillSD0.834
- 12. Zach NetoLAA0.833
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Shea Langeliers2026: 32.4% / 0.364
- Mickey Moniak2026: 43.5% / 0.278
- Salvador Perez2026: 44.7% / 0.311
- Wilyer Abreu2026: 29.9% / 0.352
- Cal Raleigh2026: 35.6% / 0.314
- Casey Schmitt2026: 36.5% / 0.355
- Bobby Witt Jr.2026: 33.7% / 0.381
- Daulton Varsho2026: 36.2% / 0.287
- Sal Stewart2026: 31.0% / 0.348
- Andrew Benintendi2026: 33.5% / 0.311
- Jackson Merrill2026: 36.8% / 0.347
- Zach Neto2026: 37.7% / 0.310