2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-chase / chase-vs-mix
Cluster size
100
Centroid distance
1.96
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. Michael HelmanTEX0.908
- 2. Trenton BrooksSD0.856
- 3. Zac VeenCOL0.744
- 4. Drew WatersKC0.732
- 5. Willie MacIverATH0.725
- 6. Nick GonzalesPIT0.717
- 7. Will WilsonSEA0.688
- 8. Victor RoblesSEA0.681
- 9. Sebastián RiveroLAA0.679
- 10. Heston KjerstadBAL0.663
- 11. Freddy FerminSD0.659
- 12. Orlando ArciaMIN0.657
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Michael Helman2026: 43.3% / 0.200
- Zac Veen2026: 41.2% / 0.293
- Nick Gonzales2026: 31.1% / 0.326
- Will Wilson2026: 33.3% / 0.451
- Victor Robles2026: 36.1% / 0.280
- Sebastián Rivero2026: 44.7% / 0.272
- Heston Kjerstad2026: 41.7% / 0.244
- Freddy Fermin2026: 34.3% / 0.272
- Orlando Arcia2026: 34.8% / 0.245