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
1.66
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. Scott KingeryCHC0.885
- 2. Denzel ClarkeATH0.874
- 3. Brandon LockridgeMIL0.823
- 4. Riley AdamsWSH0.820
- 5. Tim TawaAZ0.805
- 6. Jacob MeltonHOU0.805
- 7. Alek ThomasLAD0.804
- 8. Alan RodenMIN0.801
- 9. Jose F MirandaMIN0.793
- 10. Carson WilliamsTB0.786
- 11. Connor WongBOS0.777
- 12. Oswald PerazaLAA0.771
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Scott Kingery2026: 44.4% / 0.156
- Denzel Clarke2026: 26.5% / 0.202
- Brandon Lockridge2026: 31.9% / 0.258
- Tim Tawa2026: 32.6% / 0.315
- Alek Thomas2026: 41.6% / 0.282
- Alan Roden2026: 25.7% / 0.342
- Carson Williams2026: 39.7% / 0.217
- Connor Wong2026: 31.3% / 0.284
- Oswald Peraza2026: 38.6% / 0.274