2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-barrel / high-xwoba
Cluster size
137
Centroid distance
2.19
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. Joey BartCWS0.908
- 2. Rob RefsnyderSEA0.905
- 3. Cooper HummelHOU0.870
- 4. Vladimir Guerrero Jr.TOR0.862
- 5. Weston WilsonSEA0.850
- 6. Marcell OzunaPIT0.844
- 7. Brandon NimmoTEX0.837
- 8. Daniel SchneemannCLE0.834
- 9. Tommy PhamCWS0.826
- 10. Matt ChapmanSF0.826
- 11. James WoodWSH0.825
- 12. Trent GrishamNYY0.823
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Joey Bart2026: 32.8% / 0.295
- Rob Refsnyder2026: 25.7% / 0.255
- Vladimir Guerrero Jr.2026: 30.2% / 0.335
- Weston Wilson2026: 25.6% / 0.260
- Marcell Ozuna2026: 26.7% / 0.304
- Brandon Nimmo2026: 28.6% / 0.346
- Daniel Schneemann2026: 33.3% / 0.287
- Tommy Pham2026: 29.0% / 0.132
- Matt Chapman2026: 26.4% / 0.286
- James Wood2026: 21.4% / 0.413
- Trent Grisham2026: 19.2% / 0.337