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
1.20
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. Wyatt LangfordTEX0.912
- 2. Ian HappCHC0.897
- 3. Michael ConfortoCHC0.896
- 4. Davis SchneiderTOR0.888
- 5. Weston WilsonSEA0.882
- 6. Jake BauersMIL0.872
- 7. Heriberto HernándezMIA0.867
- 8. Mike TauchmanCWS0.854
- 9. Kyle TuckerLAD0.852
- 10. Matt ChapmanSF0.851
- 11. Marcell OzunaPIT0.846
- 12. Will SmithLAD0.845
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Wyatt Langford2026: 27.5% / 0.316
- Ian Happ2026: 23.9% / 0.317
- Michael Conforto2026: 27.1% / 0.328
- Davis Schneider2026: 20.2% / 0.275
- Weston Wilson2026: 25.6% / 0.260
- Jake Bauers2026: 21.3% / 0.380
- Heriberto Hernández2026: 24.0% / 0.351
- Kyle Tucker2026: 24.0% / 0.330
- Matt Chapman2026: 26.4% / 0.286
- Marcell Ozuna2026: 26.7% / 0.304
- Will Smith2026: 21.8% / 0.377