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
1.67
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. Enmanuel ValdezPIT0.932
- 2. Lars NootbaarAZ0.900
- 3. Jonathan IndiaKC0.861
- 4. Bryson StottPHI0.858
- 5. Geraldo PerdomoAZ0.833
- 6. Alex CallLAD0.825
- 7. Mookie BettsLAD0.824
- 8. Joc PedersonTEX0.821
- 9. Liam HicksTB0.819
- 10. Ha-Seong KimATL0.817
- 11. Matt McLainCIN0.816
- 12. Taylor WardSEA0.811
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Lars Nootbaar2026: 19.3% / 0.351
- Jonathan India2026: 17.9% / 0.284
- Bryson Stott2026: 30.7% / 0.327
- Geraldo Perdomo2026: 21.4% / 0.326
- Alex Call2026: 24.6% / 0.278
- Mookie Betts2026: 20.3% / 0.334
- Joc Pederson2026: 30.1% / 0.343
- Liam Hicks2026: 27.0% / 0.317
- Ha-Seong Kim2026: 26.0% / 0.226
- Matt McLain2026: 26.4% / 0.304
- Taylor Ward2026: 14.9% / 0.335