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
2.01
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. Nick MatonCWS0.833
- 2. MJ MelendezNYM0.814
- 3. Coby MayoBAL0.798
- 4. Carson McCuskerMIN0.767
- 5. Will RobertsonCWS0.736
- 6. Martín MaldonadoSD0.727
- 7. Seth BrownATH0.725
- 8. Michael TogliaCIN0.717
- 9. Niko KavadasLAA0.686
- 10. Bryan De La CruzPHI0.676
- 11. Nolan GormanSTL0.664
- 12. Jose SiriLAA0.660
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- MJ Melendez2026: 29.5% / 0.280
- Coby Mayo2026: 32.3% / 0.326
- Michael Toglia2026: 24.0% / 0.222
- Bryan De La Cruz2026: 34.9% / 0.275
- Nolan Gorman2026: 32.8% / 0.276
- Jose Siri2026: 42.7% / 0.308