2025 pitcher Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
predictable / change-light
Cluster size
120
Centroid distance
2.50
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. Elvis AlvaradoATH0.933
- 2. Ian HamiltonATL0.785
- 3. Liam HendriksBOS0.748
- 4. Kaleb OrtHOU0.725
- 5. Will VestDET0.707
- 6. Zach MaxwellCIN0.703
- 7. Zebby MatthewsMIN0.676
- 8. Brock StewartLAD0.672
- 9. Ryne StanekSTL0.661
- 10. Jack PerkinsATH0.660
- 11. Tylor MegillNYM0.659
- 12. Cam SandersBAL0.659
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Elvis Alvarado2026: 95.8 mph / 27.4%
- Ian Hamilton2026: 89.7 mph / 26.2%
- Will Vest2026: 92.7 mph / 23.2%
- Zach Maxwell2026: 94.9 mph / 14.1%
- Zebby Matthews2026: 90.0 mph / 19.8%
- Brock Stewart2026: 91.3 mph / 26.6%
- Ryne Stanek2026: 94.4 mph / 26.8%
- Jack Perkins2026: 91.0 mph / 25.5%
- Cam Sanders2026: 91.3 mph / 35.1%