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
1.65
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. Ke'Bryan HayesCIN0.916
- 2. Jacob AmayaCWS0.913
- 3. Nick FortesTB0.878
- 4. Alan RodenMIN0.868
- 5. Javier SanojaMIA0.855
- 6. Jacob YoungWSH0.851
- 7. Rafael MarchánPHI0.847
- 8. Nick AllenHOU0.831
- 9. Connor WongBOS0.823
- 10. Tyler WadeSD0.815
- 11. Luisangel AcuñaCWS0.803
- 12. Ben RortvedtLAD0.791
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Ke'Bryan Hayes2026: 30.5% / 0.295
- Nick Fortes2026: 37.2% / 0.276
- Alan Roden2026: 25.7% / 0.342
- Javier Sanoja2026: 39.3% / 0.295
- Jacob Young2026: 27.9% / 0.314
- Rafael Marchán2026: 33.3% / 0.202
- Nick Allen2026: 27.1% / 0.250
- Connor Wong2026: 31.3% / 0.284
- Luisangel Acuña2026: 34.5% / 0.266
- Ben Rortvedt2026: 36.2% / 0.204