2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
ground-ball / low-xwoba
Cluster size
61
Centroid distance
3.19
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. Kyle IsbelKC0.913
- 2. Ke'Bryan HayesCIN0.869
- 3. Hunter RenfroeKC0.846
- 4. Mickey GasperBOS0.829
- 5. Rafael MarchánPHI0.815
- 6. Tyler WadeSD0.809
- 7. Garrett HampsonSTL0.808
- 8. Alan RodenMIN0.798
- 9. Jonah BrideTEX0.797
- 10. Jose HerreraAZ0.786
- 11. Nick FortesTB0.757
- 12. Kyle KarrosCOL0.748
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Kyle Isbel2026: 34.9% / 0.261
- Ke'Bryan Hayes2026: 30.5% / 0.295
- Mickey Gasper2026: 20.9% / 0.371
- Rafael Marchán2026: 33.3% / 0.202
- Alan Roden2026: 25.7% / 0.342
- Jonah Bride2026: 28.6% / 0.229
- Nick Fortes2026: 37.2% / 0.276
- Kyle Karros2026: 24.7% / 0.337