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
2.00
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. Starling MarteKC0.872
- 2. Ryan RitterCOL0.786
- 3. Willi CastroCOL0.765
- 4. Elly De La CruzCIN0.727
- 5. Lawrence ButlerATH0.677
- 6. Austin HaysSD0.674
- 7. Moisés BallesterosLAA0.673
- 8. Jasson DomínguezNYY0.665
- 9. Jordan WalkerSTL0.631
- 10. Oswald PerazaLAA0.628
- 11. Noelvi MarteCIN0.627
- 12. Michael A. TaylorCWS0.627
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Starling Marte2026: 35.3% / 0.287
- Ryan Ritter2026: 29.7% / 0.210
- Willi Castro2026: 37.7% / 0.309
- Elly De La Cruz2026: 25.9% / 0.374
- Lawrence Butler2026: 24.6% / 0.325
- Austin Hays2026: 37.2% / 0.289
- Moisés Ballesteros2026: 37.0% / 0.293
- Jasson Domínguez2026: 34.4% / 0.289
- Jordan Walker2026: 35.8% / 0.343
- Oswald Peraza2026: 38.6% / 0.274
- Noelvi Marte2026: 41.2% / 0.237