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
2.19
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. Jake McCarthyCOL0.931
- 2. Brandon LockridgeMIL0.902
- 3. Jake MangumPIT0.885
- 4. Brooks LeeMIN0.868
- 5. Connor WongBOS0.862
- 6. Alek ThomasLAD0.860
- 7. Ben WilliamsonTB0.839
- 8. Luisangel AcuñaCWS0.827
- 9. Alan RodenMIN0.819
- 10. Kevin PillarTEX0.807
- 11. Hyeseong KimLAD0.805
- 12. Luis MatosMIL0.796
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Jake McCarthy2026: 38.1% / 0.324
- Brandon Lockridge2026: 31.9% / 0.258
- Jake Mangum2026: 45.6% / 0.287
- Brooks Lee2026: 34.7% / 0.275
- Connor Wong2026: 31.3% / 0.284
- Alek Thomas2026: 41.6% / 0.282
- Ben Williamson2026: 31.5% / 0.290
- Luisangel Acuña2026: 34.5% / 0.266
- Alan Roden2026: 25.7% / 0.342
- Hyeseong Kim2026: 29.2% / 0.304
- Luis Matos2026: 52.4% / 0.130