2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
ground-ball / low-xwoba
Cluster size
61
Centroid distance
1.65
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. Rafael MarchánPHI0.884
- 2. Kyle KarrosCOL0.848
- 3. Austin NolaCOL0.832
- 4. Kyle IsbelKC0.831
- 5. Santiago EspinalLAD0.824
- 6. Taylor WallsTB0.789
- 7. Nick MartiniCOL0.788
- 8. Oswaldo CabreraNYY0.784
- 9. Xavier EdwardsMIA0.782
- 10. Kevin NewmanLAA0.768
- 11. Tyler WadeSD0.768
- 12. Adael AmadorCOL0.761
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Rafael Marchán2026: 33.3% / 0.202
- Kyle Karros2026: 24.7% / 0.337
- Kyle Isbel2026: 34.9% / 0.261
- Santiago Espinal2026: 34.2% / 0.290
- Taylor Walls2026: 25.5% / 0.249
- Oswaldo Cabrera2026: 28.6% / 0.148
- Xavier Edwards2026: 24.2% / 0.313
- Adael Amador2026: 25.2% / 0.285