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
1.21
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. Brett HarrisSF0.955
- 2. Edgar QueroCWS0.928
- 3. John RaveKC0.904
- 4. Luke KeaschallMIN0.897
- 5. Drew MillasWSH0.888
- 6. Miles MastrobuoniSEA0.879
- 7. Blake PerkinsMIL0.868
- 8. Tommy PhamCWS0.852
- 9. Austin MartinMIN0.852
- 10. TJ FriedlCIN0.847
- 11. J.C. EscarraNYY0.842
- 12. Drew GilbertSF0.840
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Brett Harris2026: 25.0% / 0.295
- Edgar Quero2026: 25.7% / 0.282
- John Rave2026: 27.5% / 0.321
- Luke Keaschall2026: 22.6% / 0.316
- Drew Millas2026: 28.8% / 0.266
- Miles Mastrobuoni2026: 27.5% / 0.184
- Blake Perkins2026: 28.9% / 0.264
- Tommy Pham2026: 29.0% / 0.132
- Austin Martin2026: 18.0% / 0.311
- TJ Friedl2026: 24.3% / 0.246
- J.C. Escarra2026: 24.7% / 0.258
- Drew Gilbert2026: 25.4% / 0.329