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
2.52
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 WhitcombSF0.949
- 2. Logan DavidsonLAA0.947
- 3. Jeimer CandelarioLAA0.889
- 4. Scott KingeryCHC0.829
- 5. Luke WilliamsATL0.828
- 6. Oliver DunnTB0.827
- 7. Korey LeeCWS0.820
- 8. Denzel ClarkeATH0.818
- 9. Carson WilliamsTB0.802
- 10. Tim AndersonLAA0.801
- 11. Ben RortvedtLAD0.778
- 12. DaShawn Keirsey Jr.ATL0.762
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
- Jeimer Candelario2026: 35.1% / 0.218
- Scott Kingery2026: 44.4% / 0.156
- Luke Williams2026: 0.0% / 0.699
- Oliver Dunn2026: 28.6% / 0.207
- Denzel Clarke2026: 26.5% / 0.202
- Carson Williams2026: 39.7% / 0.217
- Ben Rortvedt2026: 36.2% / 0.204
- DaShawn Keirsey Jr.2026: 100.0% / 0.917