Pitch recognition training and two-strike approach adjustment
Protected takes / Chase risk
Ramírez, José
Veteran bat leaning on contact and approach
Season percentile report
The headline weighs outcome stats (xwOBA, barrels); each bar averages its full strip group below. 100 = best in MLB.
percentile
Preseason / current pace / Bayesian update
Rolling bands shrink current-season signal toward the preseason prior until the sample earns more weight.
| xwOBA preseason | 0.337 |
| xwOBA current pace | 0.343 |
| xwOBA rolling p50 | 0.341 |
| Observed weight | 68% |
Actual percentile with projection tick
100th = best in MLB.
SEAGER+ and decision components
SEAGER+ is the promoted plate-discipline index; component rows marked rebadged research are visible diagnostic context, not standalone promoted metrics.
xwOBA snapshot line
Live snapshot series; true 50/100 PA windows require PA-level logs
Swing path and decision map
José Ramírez's production (77) outpaces the tools grade (62) by 15 points. Primary finding: high exit velocity but low barrel rate — bat-to-ball efficiency is leaving power on the table. Also flagged: Contact-Discipline Mismatch.
Shorten swing against breaking balls while maintaining bat speed on fastballs
Protected takes / Chase riskField-coordinate spray profile
254 Statcast batted-ball coordinates from the pitch-event feed (2026). Direction profile remains as the v1 context layer when coordinate density is limited.
Swing path, attack angle, bat speed
Aggregate Savant bat-tracking metrics; not per-swing motion capture. The full swing, with the recommended path overlaid, lives in the 3D Swing Simulator.
Aggregate zone heatmap
Aggregate zone metrics from seasonal Statcast leaderboards.
Projection notes
Current-season signal
| xwOBA Δ | +0.006 |
| wOBA Δ | +0.021 |
| Sample | 466 PA |
negative regression
Point projection and range
| Metric | Point | Range | Half-width |
|---|---|---|---|
| Plate Appearances | 628 | -- | -- |
| Home Runs | 28 | -- | -- |
| Stolen Bases | 0 | -- | -- |
| xwOBA | 0.337 | 0.292 to 0.385 | +/- 0.047 |
| ISO | 0.181 | 0.130 to 0.277 | +/- 0.073 |
| Barrel% | 4.9% | 3.5% to 7.4% | +/- 1.9% |
| Hard-Hit% | 37.9% | 34.0% to 46.7% | +/- 6.3% |
| K% | 10.8% | 9.2% to 17.5% | +/- 4.1% |
| BB% | 9.1% | 6.6% to 12.1% | +/- 2.8% |
| BABIP | 0.275 | 0.249 to 0.327 | +/- 0.039 |
2065 career PA
| xwOBA | 0.307 |
| K% | 9.5% |
| BB% | 7.7% |
| Barrel | 5.5% |
4767 career PA
| xwOBA | 0.295 |
| K% | 10.3% |
| BB% | 8.5% |
| Barrel | 4.6% |