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
1.84
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. Willie MacIverATH0.901
- 2. Freddy FerminSD0.888
- 3. Victor RoblesSEA0.859
- 4. Ezequiel DuranTEX0.850
- 5. Vidal BrujánNYM0.846
- 6. DaShawn Keirsey Jr.ATL0.845
- 7. Brandon LockridgeMIL0.835
- 8. Brooks LeeMIN0.830
- 9. Luisangel AcuñaCWS0.818
- 10. Kevin NewmanLAA0.803
- 11. Johan RojasPHI0.795
- 12. Mauricio DubónATL0.788
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Freddy Fermin2026: 34.3% / 0.272
- Victor Robles2026: 36.1% / 0.280
- Ezequiel Duran2026: 35.9% / 0.306
- Vidal Bruján2026: 23.8% / 0.213
- DaShawn Keirsey Jr.2026: 100.0% / 0.917
- Brandon Lockridge2026: 31.9% / 0.258
- Brooks Lee2026: 34.7% / 0.275
- Luisangel Acuña2026: 34.5% / 0.266
- Mauricio Dubón2026: 37.7% / 0.305