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
1.23
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. Vinny CapraCWS0.895
- 2. Kevin NewmanLAA0.872
- 3. Alan RodenMIN0.837
- 4. Isiah Kiner-FalefaBOS0.812
- 5. Tim AndersonLAA0.808
- 6. Jorge BarrosaHOU0.805
- 7. Kyle IsbelKC0.791
- 8. Ben WilliamsonTB0.791
- 9. Tyler WadeSD0.788
- 10. Luisangel AcuñaCWS0.787
- 11. Luke WilliamsATL0.786
- 12. Nick YorkePIT0.786
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Alan Roden2026: 25.7% / 0.342
- Isiah Kiner-Falefa2026: 31.8% / 0.314
- Jorge Barrosa2026: 30.3% / 0.237
- Kyle Isbel2026: 34.9% / 0.261
- Ben Williamson2026: 31.5% / 0.290
- Luisangel Acuña2026: 34.5% / 0.266
- Luke Williams2026: 0.0% / 0.699
- Nick Yorke2026: 31.8% / 0.289