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
0.57
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 BuschCHC0.983
- 2. Ramón LaureanoSD0.977
- 3. George SpringerTOR0.954
- 4. Kyle SchwarberPHI0.954
- 5. Ben RiceNYY0.946
- 6. Aaron JudgeNYY0.945
- 7. Ketel MarteAZ0.944
- 8. Shohei OhtaniLAD0.919
- 9. Wyatt LangfordTEX0.914
- 10. Jonathan ArandaTB0.911
- 11. Ronald Acuña Jr.ATL0.908
- 12. Rafael DeversSF0.905
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Michael Busch2026: 25.3% / 0.330
- Ramón Laureano2026: 32.7% / 0.312
- George Springer2026: 25.4% / 0.308
- Kyle Schwarber2026: 25.9% / 0.365
- Ben Rice2026: 25.0% / 0.377
- Aaron Judge2026: 26.2% / 0.401
- Ketel Marte2026: 31.8% / 0.345
- Shohei Ohtani2026: 30.0% / 0.399
- Wyatt Langford2026: 27.5% / 0.316
- Jonathan Aranda2026: 28.8% / 0.348
- Ronald Acuña Jr.2026: 28.7% / 0.361
- Rafael Devers2026: 30.0% / 0.342