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
2.14
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. Christian WalkerHOU0.930
- 2. Hunter GoodmanCOL0.920
- 3. Mark VientosNYM0.893
- 4. CJ KayfusCLE0.893
- 5. Will BensonCIN0.887
- 6. Jackson MerrillSD0.885
- 7. Kyle StowersMIA0.879
- 8. Connor NorbyCOL0.875
- 9. Bryce HarperPHI0.874
- 10. Byron BuxtonMIN0.871
- 11. Daulton VarshoHOU0.871
- 12. Luis Robert Jr.BAL0.861
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Christian Walker2026: 31.3% / 0.304
- Hunter Goodman2026: 40.1% / 0.321
- Mark Vientos2026: 35.6% / 0.311
- CJ Kayfus2026: 34.5% / 0.304
- Will Benson2026: 22.1% / 0.300
- Jackson Merrill2026: 36.8% / 0.347
- Kyle Stowers2026: 33.7% / 0.326
- Connor Norby2026: 27.5% / 0.308
- Bryce Harper2026: 32.6% / 0.389
- Byron Buxton2026: 34.4% / 0.343
- Daulton Varsho2026: 36.2% / 0.287
- Luis Robert Jr.2026: 32.7% / 0.321