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
3.25
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. Tim AndersonLAA0.907
- 2. Alek ThomasLAD0.878
- 3. Jake MangumPIT0.865
- 4. Thairo EstradaCOL0.861
- 5. Hyeseong KimLAD0.852
- 6. Freddy FerminSD0.847
- 7. Bob SeymourTB0.825
- 8. Yanquiel FernándezCOL0.803
- 9. Brandon LockridgeMIL0.794
- 10. Johan RojasPHI0.794
- 11. Nick YorkePIT0.793
- 12. Jacob StallingsCOL0.781
What similar players did next season
Stored 2026 rates for these neighbors. Research history, not a projection or pick.
- Alek Thomas2026: 41.6% / 0.282
- Jake Mangum2026: 45.6% / 0.287
- Hyeseong Kim2026: 29.2% / 0.304
- Freddy Fermin2026: 34.3% / 0.272
- Brandon Lockridge2026: 31.9% / 0.258
- Nick Yorke2026: 31.8% / 0.289