Current snapshot
| MLB bio context is unavailable. |
Player · Bats/Throws S/R · 5' 9", 185 lb · Age 30
| PA | R | H | HR | SB | AVG | OBP | SLG | OPS | |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 252 | 27 | 40 | 1 | 16 | .183 | .282 | .248 | .530 |
| 2025 | 317 | 36 | 62 | 4 | 14 | .220 | .280 | .319 | .599 |
| 2026 | 430 | 59 | 81 | 2 | 21 | .221 | .309 | .295 | .604 |
| 6 Seasons | 1990 | 240 | 346 | 24 | 87 | .200 | .291 | .297 | .588 |
The headline weighs outcome stats (xwOBA, barrels); each bar averages its full strip group below. 100 = best in MLB.
Rolling bands shrink current-season signal toward the preseason prior until the sample earns more weight.
| xwOBA preseason | 0.273 |
| xwOBA current pace | 0.254 |
| xwOBA rolling p50 | 0.260 |
| Observed weight | 66% |
100th = best in MLB.
Our research metrics for how this hitter controls the strike zone and handles each pitch family.
Live snapshot series; true 50/100 PA windows require PA-level logs
179 Statcast batted-ball coordinates from the pitch-event feed (2026). Direction profile remains as the v1 context layer when coordinate density is limited.
Aggregate zone metrics from seasonal Statcast leaderboards.
| MLB bio context is unavailable. |
| xwOBA Δ | -0.020 |
| wOBA Δ | +0.028 |
negative regression
Walls’s wOBA sits at 0.302, but the quality of contact underneath says it should be 0.254 — a gap of 0.049, -1.8 standard deviations from the MLB norm over 435 PA. The results have outrun the underlying process; as the sample grows, expect the numbers to drift back toward the deserved level.
| Player | Similarity | Agrees on | Open |
|---|---|---|---|
| Hamilton, David MIL · L | 0.62 | Avg exit velocitySwing length | Player · Projection |
| Martin, Austin MIN · R | 0.57 | Oppo rateSprint speed | Player · Projection |
| Carter, Evan TEX · L | 0.57 | Walk ratePull rate | Player · Projection |
| Nuñez, Nasim WSH · L | 0.57 | Hard-hit rateChase rate | Player · Projection |
Profile-shape similarity, not results: six weighted feature groups standardized within this season's qualified hitters.
| Module | Cards | Latest | Signal |
|---|---|---|---|
| Fielding | 22 | 2026-09-24 | 1 chances | 0 difficult plays | Run Exp -0.743 |
| Hitter Projections 20260.274 xwOBA | 7 HR | Projection |