2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-whiff / low-xwoba
Cluster size
69
Centroid distance
2.14
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. James OutmanDET0.960
- 2. Michael TogliaCIN0.923
- 3. Alex JacksonMIN0.880
- 4. Brice MatthewsHOU0.866
- 5. Jordan BeckCOL0.863
- 6. Sam HuffBAL0.838
- 7. Jose SiriLAA0.810
- 8. Matt WallnerMIN0.777
- 9. Everson PereiraSTL0.770
- 10. Michael A. TaylorCWS0.768
- 11. Zack GelofATH0.766
- 12. Jihwan BaeMIL0.758
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- James Outman2026: 30.2% / 0.225
- Michael Toglia2026: 24.0% / 0.222
- Alex Jackson2026: 41.6% / 0.223
- Brice Matthews2026: 25.3% / 0.260
- Jordan Beck2026: 38.0% / 0.245
- Sam Huff2026: 44.8% / 0.137
- Jose Siri2026: 42.7% / 0.308
- Matt Wallner2026: 31.6% / 0.281
- Everson Pereira2026: 37.4% / 0.299
- Zack Gelof2026: 24.9% / 0.313
- Jihwan Bae2026: 50.0% / 0.361