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
1.70
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. Rece HindsBAL0.929
- 2. Gabriel AriasCHC0.873
- 3. Derek HillPHI0.848
- 4. Riley AdamsWSH0.840
- 5. Austin HaysSD0.837
- 6. Matthew LugoKC0.792
- 7. Brenton DoyleCWS0.786
- 8. Carlos NarváezBAL0.772
- 9. Zach ColeHOU0.770
- 10. Travis d'ArnaudLAA0.763
- 11. Jihwan BaeMIL0.758
- 12. Michael A. TaylorCWS0.750
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Rece Hinds2026: 37.6% / 0.188
- Gabriel Arias2026: 38.4% / 0.275
- Derek Hill2026: 34.5% / 0.292
- Austin Hays2026: 37.2% / 0.289
- Matthew Lugo2026: 40.0% / 0.125
- Brenton Doyle2026: 34.7% / 0.234
- Carlos Narváez2026: 32.6% / 0.259
- Zach Cole2026: 28.2% / 0.289
- Travis d'Arnaud2026: 33.6% / 0.244
- Jihwan Bae2026: 50.0% / 0.361