2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
count-variable / low-barrel
Cluster size
78
Centroid distance
1.72
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. Nick SogardBOS0.916
- 2. Kyle FarmerATL0.912
- 3. Mark CanhaKC0.874
- 4. Wilmer FloresSF0.873
- 5. Ha-Seong KimATL0.861
- 6. Nacho Alvarez Jr.ATL0.852
- 7. Curtis MeadBOS0.849
- 8. Matt ShawCHC0.842
- 9. Steven KwanCLE0.841
- 10. J.C. EscarraNYY0.834
- 11. Nolan SchanuelLAA0.832
- 12. Miguel RojasLAD0.830
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Nick Sogard2026: 23.1% / 0.316
- Kyle Farmer2026: 59.3% / 0.227
- Ha-Seong Kim2026: 26.0% / 0.226
- Curtis Mead2026: 25.1% / 0.358
- Matt Shaw2026: 33.0% / 0.301
- Steven Kwan2026: 20.4% / 0.323
- J.C. Escarra2026: 24.7% / 0.258
- Nolan Schanuel2026: 27.2% / 0.335
- Miguel Rojas2026: 33.0% / 0.303