2025 hitter Overall neighbors. The league map stays overall cosine. Closest match is not a recommendation.
Archetype
high-whiff / low-xwoba
Cluster size
69
Centroid distance
4.97
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. Jordan WalkerSTL0.929
- 2. Jihwan BaeMIL0.908
- 3. Tim TawaAZ0.903
- 4. Riley AdamsWSH0.893
- 5. Gabriel AriasCHC0.881
- 6. Brenton DoyleCWS0.865
- 7. Max MuncyATH0.822
- 8. Derek HillPHI0.820
- 9. Matthew LugoKC0.810
- 10. Jarred KelenicTEX0.802
- 11. Zach ColeHOU0.798
- 12. Alexander CanarioPIT0.796
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Jordan Walker2026: 35.8% / 0.343
- Jihwan Bae2026: 50.0% / 0.361
- Tim Tawa2026: 32.6% / 0.315
- Gabriel Arias2026: 38.4% / 0.275
- Brenton Doyle2026: 34.7% / 0.234
- Max Muncy2026: 33.2% / 0.290
- Derek Hill2026: 34.5% / 0.292
- Matthew Lugo2026: 40.0% / 0.125
- Jarred Kelenic2026: 29.4% / 0.331
- Zach Cole2026: 28.2% / 0.289