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
1.58
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 KingeryCHC0.828
- 2. Oswald PerazaLAA0.809
- 3. Tim TawaAZ0.808
- 4. Joshua PalaciosCWS0.796
- 5. Luke RaleySEA0.786
- 6. Carson WilliamsTB0.746
- 7. Trenton BrooksSD0.728
- 8. Jeimer CandelarioLAA0.720
- 9. Trey SweeneyDET0.712
- 10. Willie MacIverATH0.709
- 11. Tyler LocklearAZ0.707
- 12. Zac VeenCOL0.702
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
- Oswald Peraza2026: 38.6% / 0.274
- Tim Tawa2026: 32.6% / 0.315
- Luke Raley2026: 34.6% / 0.342
- Carson Williams2026: 39.7% / 0.217
- Jeimer Candelario2026: 35.1% / 0.218
- Tyler Locklear2026: 27.1% / 0.334
- Zac Veen2026: 41.2% / 0.293