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
1.74
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 LangfordTEX0.904
- 2. Weston WilsonSEA0.851
- 3. Jorge SolerLAA0.845
- 4. Seiya SuzukiCHC0.838
- 5. Yoán MoncadaLAA0.837
- 6. Ryan McMahonNYY0.836
- 7. Sean MurphyATL0.809
- 8. Davis SchneiderTOR0.803
- 9. Randy ArozarenaSEA0.797
- 10. Marcell OzunaPIT0.793
- 11. Kyle TeelCWS0.788
- 12. Oneil CruzPIT0.774
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
- Weston Wilson2026: 25.6% / 0.260
- Jorge Soler2026: 27.4% / 0.294
- Seiya Suzuki2026: 22.4% / 0.340
- Yoán Moncada2026: 21.1% / 0.269
- Ryan McMahon2026: 28.0% / 0.299
- Sean Murphy2026: 36.3% / 0.265
- Davis Schneider2026: 20.2% / 0.275
- Randy Arozarena2026: 30.9% / 0.347
- Marcell Ozuna2026: 26.7% / 0.304
- Kyle Teel2026: 33.2% / 0.314
- Oneil Cruz2026: 30.5% / 0.358