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
0.91
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. Luke KeaschallMIN0.977
- 2. Jung Hoo LeeSF0.933
- 3. Austin MartinMIN0.910
- 4. Nolan SchanuelLAA0.897
- 5. Alex BregmanCHC0.891
- 6. José FermínSTL0.889
- 7. Liam HicksTB0.884
- 8. Eric WagamanNYM0.883
- 9. TJ FriedlCIN0.880
- 10. Jake CronenworthSD0.880
- 11. Victor CaratiniMIN0.878
- 12. Geraldo PerdomoAZ0.878
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Luke Keaschall2026: 22.6% / 0.316
- Jung Hoo Lee2026: 31.3% / 0.317
- Austin Martin2026: 18.0% / 0.311
- Nolan Schanuel2026: 27.2% / 0.335
- Alex Bregman2026: 23.5% / 0.320
- José Fermín2026: 22.1% / 0.289
- Liam Hicks2026: 27.0% / 0.317
- Eric Wagaman2026: 28.3% / 0.296
- TJ Friedl2026: 24.3% / 0.246
- Jake Cronenworth2026: 29.0% / 0.268
- Victor Caratini2026: 25.4% / 0.317
- Geraldo Perdomo2026: 21.4% / 0.326