MLB · Second Baseman · Kansas City Royals
6' 0", 195 lbs · age 28 · profile line from ESPN, best-effort
Rolling form against the season-to-date baseline, game by game. Computed with the same windowed primitives the models backtest with, gates included: the shaded band is where the window had no real sample yet, so no value is drawn there rather than a guess.
Batting average
Each outcome is fit as logit P = μ + βbatter + πpitcher across every plate appearance in the season, so hitter and pitcher skill are solved together rather than one being assumed. The adjusted column is this player against a league-average opponent; the run value is that rate priced by its wOBA weight (a walk is worth .690 runs, a home run 2.015), and those values sum to the adjusted wOBA above.
| Outcome | Actual | Adjusted | League | Run value | Regressed, PA |
|---|---|---|---|---|---|
| Walk / HBP | 5.8% | 7.4% | 9.8% | 0.0513 | 137 |
| season | team | g | ab | r | h | hr | rbi | bb | k | avg |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026 | KC | 86 | 257 | 35 | 70 | 7 | 34 | 16 | 48 | .272 |
| 2025 | KC | 77 | 262 | 20 | 64 | 3 | 20 | 9 | 43 | .244 |
| Strikeout | 17.3% | 17.5% | 22.2% | 0.0000 | 50 |
|---|
| Single | 15.9% | 15.0% | 14.0% | 0.1314 | 246 |
|---|
| Double | 6.9% | 4.3% | 4.1% | 0.0537 | 3972 |
|---|
| Triple | 0.0% | 0.3% | 0.3% | 0.0042 | 922 |
|---|
| Home run | 2.5% | 2.7% | 2.9% | 0.0545 | 232 |
|---|
| Adjusted wOBA | .315 | .295 | .303 | 0.2951 |
|---|
Regressed is how many plate appearances of league-average performance are blended in before a rate is believed — estimated from the spread of the league itself, not chosen. Strikeout rate separates hitters quickly and is barely touched; doubles are mostly noise and are pulled hard toward average. It is why a hot 30-PA cameo does not top this list.
The opponent effect is usually small over a full season, and that is a finding rather than a shortcoming: individual pitchers differ enormously (wOBA allowed spans roughly .263 to .342), but across hundreds of plate appearances almost everyone faces a near-representative sample. The adjustment moves part-time players far more than regulars.
| Season | Role | PA | Raw | Adjusted | Index |
|---|---|---|---|---|---|
| 2026 | batter | 277 | .315 | .295 | 97 |
| 2025 | batter | 276 | .253 | .277 | 93 |
| 2024 | batter | 353 | .314 | .301 | 101 |
| 2024 |
| KC |
| 98 |
| 327 |
| 44 |
| 84 |
| 13 |
| 44 |
| 15 |
| 55 |
| .257 |
Aggregated from the per-game rows, so a season total always equals the sum of the games behind it. Seasons before the coverage window are absent rather than partial.
