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
1.63
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. Miguel AmayaCHC0.896
- 2. Adolis GarcíaPHI0.896
- 3. Royce LewisMIN0.894
- 4. Colby ThomasATH0.883
- 5. Andrés ChaparroWSH0.850
- 6. Mickey MoniakCOL0.838
- 7. Wenceel PérezDET0.820
- 8. Brooks BaldwinCWS0.819
- 9. Will RobertsonCWS0.815
- 10. Troy JohnstonCOL0.771
- 11. Jorge AlfaroWSH0.758
- 12. Daniel JohnsonHOU0.757
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Miguel Amaya2026: 30.7% / 0.296
- Adolis García2026: 29.8% / 0.294
- Royce Lewis2026: 33.4% / 0.312
- Colby Thomas2026: 42.9% / 0.248
- Andrés Chaparro2026: 32.0% / 0.337
- Mickey Moniak2026: 43.5% / 0.278
- Wenceel Pérez2026: 29.1% / 0.272
- Troy Johnston2026: 35.9% / 0.323
- Daniel Johnson2026: 28.1% / 0.341