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
1.95
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. Jacob StallingsCOL0.869
- 2. Max MuncyATH0.863
- 3. Sebastián RiveroLAA0.836
- 4. Jeimer CandelarioLAA0.833
- 5. Bob SeymourTB0.827
- 6. Scott KingeryCHC0.818
- 7. Andrés ChaparroWSH0.813
- 8. Jhonkensy NoelCLE0.807
- 9. Jorge MateoATL0.805
- 10. Nathan ChurchSTL0.803
- 11. Matthew LugoKC0.803
- 12. Jeremiah JacksonBAL0.793
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Max Muncy2026: 33.2% / 0.290
- Sebastián Rivero2026: 44.7% / 0.272
- Jeimer Candelario2026: 35.1% / 0.218
- Scott Kingery2026: 44.4% / 0.156
- Andrés Chaparro2026: 32.0% / 0.337
- Jorge Mateo2026: 42.4% / 0.290
- Nathan Church2026: 42.0% / 0.289
- Matthew Lugo2026: 40.0% / 0.125
- Jeremiah Jackson2026: 37.8% / 0.284