2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
low-chase / patient-vs-mix
Cluster size
140
Centroid distance
2.14
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. Steven KwanCLE0.947
- 2. Bryson StottPHI0.928
- 3. Alex VerdugoATL0.927
- 4. Zach McKinstryDET0.921
- 5. TJ FriedlCIN0.918
- 6. Liam HicksTB0.906
- 7. Caleb DurbinBOS0.905
- 8. Luis UríasTOR0.900
- 9. Ha-Seong KimATL0.900
- 10. Alejandro OsunaTEX0.891
- 11. J.P. CrawfordSEA0.889
- 12. Alex BregmanCHC0.887
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Steven Kwan2026: 20.4% / 0.323
- Bryson Stott2026: 30.7% / 0.327
- Zach McKinstry2026: 28.3% / 0.286
- TJ Friedl2026: 24.3% / 0.246
- Liam Hicks2026: 27.0% / 0.317
- Caleb Durbin2026: 27.8% / 0.292
- Luis Urías2026: 31.4% / 0.299
- Ha-Seong Kim2026: 26.0% / 0.226
- Alejandro Osuna2026: 30.7% / 0.300
- J.P. Crawford2026: 18.8% / 0.322
- Alex Bregman2026: 23.5% / 0.320