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
1.73
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. Shay WhitcombSF0.958
- 2. Scott KingeryCHC0.890
- 3. Maverick HandleyBAL0.889
- 4. Logan DavidsonLAA0.873
- 5. Carson WilliamsTB0.859
- 6. Denzel ClarkeATH0.836
- 7. Yanquiel FernándezCOL0.833
- 8. DaShawn Keirsey Jr.ATL0.827
- 9. Luke WilliamsATL0.794
- 10. Max MuncyATH0.794
- 11. Trey SweeneyDET0.793
- 12. Jose F MirandaMIN0.785
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Shay Whitcomb2026: 37.4% / 0.263
- Scott Kingery2026: 44.4% / 0.156
- Maverick Handley2026: 66.7% / 0.000
- Carson Williams2026: 39.7% / 0.217
- Denzel Clarke2026: 26.5% / 0.202
- DaShawn Keirsey Jr.2026: 100.0% / 0.917
- Luke Williams2026: 0.0% / 0.699
- Max Muncy2026: 33.2% / 0.290