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
3.31
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. Ramón LaureanoSD0.925
- 2. Corey SeagerTEX0.917
- 3. George SpringerTOR0.892
- 4. Ketel MarteAZ0.882
- 5. Michael BuschCHC0.878
- 6. Aaron JudgeNYY0.877
- 7. Ronald Acuña Jr.ATL0.875
- 8. Matt OlsonATL0.872
- 9. Shohei OhtaniLAD0.867
- 10. Ben RiceNYY0.854
- 11. Manny MachadoSD0.848
- 12. Rafael DeversSF0.845
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Ramón Laureano2026: 32.7% / 0.312
- Corey Seager2026: 27.8% / 0.353
- George Springer2026: 25.4% / 0.308
- Ketel Marte2026: 31.8% / 0.345
- Michael Busch2026: 25.3% / 0.330
- Aaron Judge2026: 26.2% / 0.401
- Ronald Acuña Jr.2026: 28.7% / 0.361
- Matt Olson2026: 27.8% / 0.354
- Shohei Ohtani2026: 30.0% / 0.399
- Ben Rice2026: 25.0% / 0.377
- Manny Machado2026: 30.0% / 0.335
- Rafael Devers2026: 30.0% / 0.342