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
1.75
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. Matthew LugoKC0.929
- 2. Riley AdamsWSH0.832
- 3. Derek HillPHI0.831
- 4. Harrison BaderSF0.816
- 5. Alek ThomasLAD0.805
- 6. Max MuncyATH0.800
- 7. Ronny MauricioNYM0.795
- 8. Rece HindsBAL0.794
- 9. Jarred KelenicTEX0.789
- 10. Jac CaglianoneKC0.776
- 11. Jordan WalkerSTL0.772
- 12. Gabriel AriasCHC0.768
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Matthew Lugo2026: 40.0% / 0.125
- Derek Hill2026: 34.5% / 0.292
- Harrison Bader2026: 38.7% / 0.272
- Alek Thomas2026: 41.6% / 0.282
- Max Muncy2026: 33.2% / 0.290
- Ronny Mauricio2026: 57.4% / 0.205
- Rece Hinds2026: 37.6% / 0.188
- Jarred Kelenic2026: 29.4% / 0.331
- Jac Caglianone2026: 39.3% / 0.355
- Jordan Walker2026: 35.8% / 0.343
- Gabriel Arias2026: 38.4% / 0.275