2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-barrel / high-xwoba
Cluster size
137
Centroid distance
1.52
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. Ryan McMahonNYY0.911
- 2. Jordan BeckCOL0.888
- 3. Kyle TeelCWS0.867
- 4. Sean MurphyATL0.850
- 5. Triston CasasBOS0.849
- 6. Lawrence ButlerATH0.838
- 7. Zach DezenzoHOU0.822
- 8. Ronald Acuña Jr.ATL0.822
- 9. Yoán MoncadaLAA0.814
- 10. Rafael DeversSF0.804
- 11. Dalton RushingLAD0.803
- 12. Weston WilsonSEA0.801
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Ryan McMahon2026: 28.0% / 0.299
- Jordan Beck2026: 38.0% / 0.245
- Kyle Teel2026: 33.2% / 0.314
- Sean Murphy2026: 36.3% / 0.265
- Lawrence Butler2026: 24.6% / 0.325
- Zach Dezenzo2026: 34.3% / 0.249
- Ronald Acuña Jr.2026: 28.7% / 0.361
- Yoán Moncada2026: 21.1% / 0.269
- Rafael Devers2026: 30.0% / 0.342
- Dalton Rushing2026: 30.5% / 0.339
- Weston Wilson2026: 25.6% / 0.260