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
2.45
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 ChurchSTL0.907
- 2. Jose F MirandaMIN0.875
- 3. Nick YorkePIT0.836
- 4. Scott KingeryCHC0.825
- 5. Luisangel AcuñaCWS0.813
- 6. Hyeseong KimLAD0.809
- 7. Ben RortvedtLAD0.808
- 8. Brandon LockridgeMIL0.807
- 9. Jacob StallingsCOL0.806
- 10. Denzel ClarkeATH0.802
- 11. Maverick HandleyBAL0.801
- 12. Thairo EstradaCOL0.793
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Nathan Church2026: 42.0% / 0.289
- Nick Yorke2026: 31.8% / 0.289
- Scott Kingery2026: 44.4% / 0.156
- Luisangel Acuña2026: 34.5% / 0.266
- Hyeseong Kim2026: 29.2% / 0.304
- Ben Rortvedt2026: 36.2% / 0.204
- Brandon Lockridge2026: 31.9% / 0.258
- Denzel Clarke2026: 26.5% / 0.202
- Maverick Handley2026: 66.7% / 0.000