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
3.67
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. Zach MaxwellCIN0.854
- 2. Randy RodríguezSF0.838
- 3. Clayton BeeterWSH0.790
- 4. Aroldis ChapmanBOS0.768
- 5. Tanner RaineyDET0.752
- 6. Gavin HollowellCHC0.694
- 7. Cam SandersBAL0.693
- 8. Paul GervaseLAD0.692
- 9. Kyle BradishBAL0.687
- 10. Jack PerkinsATH0.684
- 11. Gabe SpeierSEA0.682
- 12. Graham AshcraftCIN0.678
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Zach Maxwell2026: 94.9 mph / 14.1%
- Clayton Beeter2026: 90.9 mph / 26.8%
- Aroldis Chapman2026: 94.4 mph / 26.2%
- Tanner Rainey2026: 91.9 mph / 37.2%
- Gavin Hollowell2026: 90.4 mph / 26.9%
- Cam Sanders2026: 91.3 mph / 35.1%
- Paul Gervase2026: 88.5 mph / 24.0%
- Kyle Bradish2026: 90.7 mph / 22.3%
- Jack Perkins2026: 91.0 mph / 25.5%
- Gabe Speier2026: 92.3 mph / 20.9%
- Graham Ashcraft2026: 94.4 mph / 29.4%