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
1.49
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. Max MuncyLAD0.963
- 2. Ian HappCHC0.957
- 3. Trent GrishamNYY0.936
- 4. Ben RiceNYY0.931
- 5. Matt ChapmanSF0.928
- 6. Seiya SuzukiCHC0.925
- 7. Michael BuschCHC0.916
- 8. Jahmai JonesBOS0.915
- 9. George SpringerTOR0.905
- 10. Spencer TorkelsonDET0.904
- 11. Wyatt LangfordTEX0.902
- 12. Kyle TuckerLAD0.896
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Max Muncy2026: 25.7% / 0.348
- Ian Happ2026: 23.9% / 0.317
- Trent Grisham2026: 19.2% / 0.337
- Ben Rice2026: 25.0% / 0.377
- Matt Chapman2026: 26.4% / 0.286
- Seiya Suzuki2026: 22.4% / 0.340
- Michael Busch2026: 25.3% / 0.330
- Jahmai Jones2026: 28.6% / 0.334
- George Springer2026: 25.4% / 0.308
- Spencer Torkelson2026: 22.0% / 0.308
- Wyatt Langford2026: 27.5% / 0.316
- Kyle Tucker2026: 24.0% / 0.330