2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
ground-ball / low-xwoba
Cluster size
61
Centroid distance
1.52
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. DaShawn Keirsey Jr.ATL0.954
- 2. Oswald PerazaLAA0.888
- 3. Shay WhitcombSF0.822
- 4. Willie MacIverATH0.811
- 5. Ryan KreidlerMIN0.811
- 6. Ryan RitterCOL0.805
- 7. Tyler FitzgeraldSF0.803
- 8. Kris BryantCOL0.800
- 9. Jeimer CandelarioLAA0.793
- 10. Bryce TeodosioLAA0.784
- 11. Orlando ArciaMIN0.780
- 12. Luke WilliamsATL0.775
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- DaShawn Keirsey Jr.2026: 100.0% / 0.917
- Oswald Peraza2026: 38.6% / 0.274
- Shay Whitcomb2026: 37.4% / 0.263
- Ryan Kreidler2026: 29.6% / 0.286
- Ryan Ritter2026: 29.7% / 0.210
- Jeimer Candelario2026: 35.1% / 0.218
- Bryce Teodosio2026: 36.5% / 0.206
- Orlando Arcia2026: 34.8% / 0.245
- Luke Williams2026: 0.0% / 0.699