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
1.84
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. Shohei OhtaniLAD0.927
- 2. Aaron JudgeNYY0.921
- 3. Ramón LaureanoSD0.918
- 4. Yordan AlvarezHOU0.913
- 5. Matt OlsonATL0.878
- 6. Corbin CarrollAZ0.876
- 7. Kyle SchwarberPHI0.872
- 8. Manny MachadoSD0.870
- 9. Jonathan ArandaTB0.857
- 10. Michael BuschCHC0.855
- 11. Andrew VaughnMIL0.845
- 12. Carter JensenKC0.844
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Shohei Ohtani2026: 30.0% / 0.399
- Aaron Judge2026: 26.2% / 0.401
- Ramón Laureano2026: 32.7% / 0.312
- Yordan Alvarez2026: 29.3% / 0.443
- Matt Olson2026: 27.8% / 0.354
- Corbin Carroll2026: 29.3% / 0.343
- Kyle Schwarber2026: 25.9% / 0.365
- Manny Machado2026: 30.0% / 0.335
- Jonathan Aranda2026: 28.8% / 0.348
- Michael Busch2026: 25.3% / 0.330
- Andrew Vaughn2026: 22.7% / 0.334
- Carter Jensen2026: 24.1% / 0.315