2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-chase / chase-vs-mix
Cluster size
100
Centroid distance
1.65
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. Colby ThomasATH0.943
- 2. Mickey MoniakCOL0.922
- 3. Enrique HernándezLAD0.896
- 4. Troy JohnstonCOL0.861
- 5. Salvador PerezKC0.841
- 6. Wenceel PérezDET0.831
- 7. Hunter GoodmanCOL0.829
- 8. Ryan MountcastleBAL0.821
- 9. Christian Encarnacion-StrandBAL0.820
- 10. Brooks BaldwinCWS0.811
- 11. Andrés ChaparroWSH0.809
- 12. Miguel AmayaCHC0.804
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Colby Thomas2026: 42.9% / 0.248
- Mickey Moniak2026: 43.5% / 0.278
- Enrique Hernández2026: 34.7% / 0.281
- Troy Johnston2026: 35.9% / 0.323
- Salvador Perez2026: 44.7% / 0.311
- Wenceel Pérez2026: 29.1% / 0.272
- Hunter Goodman2026: 40.1% / 0.321
- Ryan Mountcastle2026: 44.8% / 0.301
- Christian Encarnacion-Strand2026: 47.3% / 0.341
- Andrés Chaparro2026: 32.0% / 0.337
- Miguel Amaya2026: 30.7% / 0.296