2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-whiff / low-xwoba
Cluster size
69
Centroid distance
2.10
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. Max MuncyATH0.827
- 2. Rece HindsBAL0.802
- 3. Alexander CanarioPIT0.799
- 4. Carlos NarváezBAL0.789
- 5. Brice MatthewsHOU0.783
- 6. Jihwan BaeMIL0.780
- 7. Gabriel AriasCHC0.764
- 8. Zack GelofATH0.755
- 9. Jordan WalkerSTL0.749
- 10. Zach ColeHOU0.747
- 11. Carson McCuskerMIN0.739
- 12. Matthew LugoKC0.723
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Max Muncy2026: 33.2% / 0.290
- Rece Hinds2026: 37.6% / 0.188
- Carlos Narváez2026: 32.6% / 0.259
- Brice Matthews2026: 25.3% / 0.260
- Jihwan Bae2026: 50.0% / 0.361
- Gabriel Arias2026: 38.4% / 0.275
- Zack Gelof2026: 24.9% / 0.313
- Jordan Walker2026: 35.8% / 0.343
- Zach Cole2026: 28.2% / 0.289
- Matthew Lugo2026: 40.0% / 0.125