Ashton McGee
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2019 | 20 | ROKAZL Brewers G… | 170 | .230/.329/.372 | 2 | 1 | 24 | — | .142/.218/.219 |
| 2021 | 22 | A+/A2 orgs | 357 | .288/.424/.490 | 11 | 1 | 86 | — | .213/.315/.345 |
| 2022 | 23 | AA/A+MIL | 279 | .214/.327/.328 | 5 | 2 | 37 | — | .160/.248/.248 |
Career Stats + Projections
Methodology▸ how these numbers are built
All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.
| Year | Age | Lvl | Team | MLB% | PA | AB | H | 2B | 3B | HR | BB | SO | HBP | SB | CS | AVG | OBP | SLG | OPS | ISO | BABIP | K% | BB% | wOBA | wRC+ | BAT | RUN | FLD | POS | REP | WAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ▸ Career — actual stats, one row per stint (as recorded, no adjustments) | |||||||||||||||||||||||||||||||
| 2019 | 20 | ROK | AZL Brewers Gold | — | 170 | 148 | 34 | 11 | 2 | 2 | 18 | 39 | 4 | 1 | 0 | 230 | 329 | 372 | 701 | 142 | 299 | 23 | 11 | 319 | 24 | — | — | — | — | — | — |
| 2021 | 22 | A+ | Wisconsin Timber Rattlers | — | 60 | 49 | 11 | 3 | 0 | 1 | 11 | 15 | 0 | 1 | 0 | 224 | 367 | 347 | 714 | 122 | 303 | 25 | 18 | 332 | 52 | — | — | — | — | — | — |
| 2021 | 22 | A | Carolina Mudcats | — | 297 | 239 | 72 | 20 | 1 | 10 | 54 | 92 | 3 | 0 | 1 | 301 | 436 | 519 | 955 | 218 | 449 | 31 | 18 | 421 | 93 | — | — | — | — | — | — |
| 2022 | 23 | AA | Biloxi Shuckers | — | 68 | 52 | 7 | 2 | 0 | 1 | 15 | 32 | 0 | 0 | 0 | 135 | 328 | 231 | 559 | 96 | 300 | 47 | 22 | 276 | 20 | — | — | — | — | — | — |
| 2022 | 23 | A+ | Wisconsin Timber Rattlers | — | 211 | 186 | 44 | 8 | 1 | 4 | 23 | 70 | 2 | 2 | 0 | 237 | 327 | 355 | 682 | 118 | 357 | 33 | 11 | 312 | 42 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 20 | ROK MLE | AZL Brewers Gold | — | 170 | 155 | 22 | 7 | 1 | 1 | 11 | 56 | 4 | 1 | 0 | 142 | 218 | 219 | 437 | 77 | 217 | 33 | 6 | 204 | 24 | — | — | — | — | — | — |
| 2021 | 22 | A+ MLE | Wisconsin Timber Rattlers | — | 60 | 52 | 9 | 2 | 0 | 1 | 8 | 20 | 0 | 1 | 0 | 173 | 283 | 269 | 553 | 96 | 260 | 33 | 13 | 245 | 52 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | Carolina Mudcats | — | 297 | 258 | 57 | 13 | 1 | 7 | 35 | 126 | 3 | 0 | 1 | 221 | 321 | 360 | 681 | 140 | 392 | 42 | 12 | 306 | 93 | — | — | — | — | — | — |
| 2022 | 23 | AA MLE | Biloxi Shuckers | — | 68 | 57 | 6 | 2 | 0 | 1 | 10 | 40 | 0 | 0 | 0 | 105 | 239 | 193 | 432 | 88 | 266 | 59 | 15 | 198 | 20 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | Wisconsin Timber Rattlers | — | 211 | 192 | 34 | 6 | 1 | 3 | 17 | 91 | 2 | 2 | 0 | 177 | 251 | 266 | 517 | 89 | 309 | 43 | 8 | 230 | 42 | — | — | — | — | — | — |
| 2019 | 20 | ROK MLE | AZL Brewers Gold | — | 170 | 155 | 22 | 7 | 1 | 1 | 11 | 56 | 4 | 1 | 0 | 142 | 218 | 219 | 437 | 77 | 214 | 33 | 6 | 204 | 24 | — | — | — | — | — | — |
| 2019 | 20 | ROK RAW | AZL Brewers Gold | — | 170 | 148 | 34 | 11 | 2 | 2 | 18 | 39 | 4 | 1 | 0 | 230 | 329 | 372 | 701 | 142 | 299 | 23 | 11 | 319 | 24 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | 2 teams | — | 357 | 310 | 66 | 15 | 1 | 8 | 43 | 146 | 3 | 1 | 1 | 213 | 315 | 345 | 660 | 132 | 369 | 41 | 12 | 296 | 86 | — | — | — | — | — | — |
| 2021 | 22 | A RAW | 2 teams | — | 357 | 288 | 83 | 23 | 1 | 11 | 65 | 107 | 3 | 1 | 1 | 288 | 424 | 490 | 914 | 201 | 421 | 30 | 18 | 406 | 86 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | 2 teams | — | 279 | 249 | 39 | 7 | 1 | 4 | 27 | 131 | 2 | 2 | 0 | 157 | 245 | 241 | 486 | 84 | 304 | 47 | 10 | 222 | 37 | — | — | — | — | — | — |
| 2022 | 23 | A+ RAW | 2 teams | — | 279 | 238 | 51 | 10 | 1 | 5 | 38 | 102 | 2 | 2 | 0 | 214 | 327 | 328 | 655 | 113 | 348 | 37 | 14 | 303 | 37 | — | — | — | — | — | — |
| 2019 | 20 | ROK MLE | AZL Brewers Gold | — | 170 | 153 | 22 | 7 | 1 | 1 | 11 | 56 | 4 | 1 | 0 | 144 | 218 | 222 | 440 | 78 | 217 | 33 | 6 | 204 | 24 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | 2 teams | — | 357 | 308 | 66 | 15 | 1 | 8 | 43 | 146 | 3 | 1 | 1 | 214 | 315 | 347 | 662 | 133 | 370 | 41 | 12 | 296 | 86 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | 2 teams | — | 279 | 248 | 39 | 7 | 1 | 4 | 27 | 131 | 2 | 2 | 0 | 157 | 245 | 242 | 487 | 85 | 299 | 47 | 10 | 222 | 37 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 806 | 714 | 127 | 29 | 3 | 13 | 81 | 333 | 9 | 4 | 1 | 178 | 270 | 282 | 551 | 104 | 308 | 41 | 10 | 251 | 56 | -42 | +0 | +0 | +3 | +17 | -2.2 | |
| / 162G | — | MLE | — | 650 | 576 | 101 | 23 | 2 | 10 | 65 | 269 | 7 | 3 | 1 | 175 | 267 | 274 | 541 | 99 | 304 | 41 | 10 | 251 | 56 | -34 | +0 | +0 | +2 | +14 | -1.8 | |
How the minor-league lines were translated
One row per minor-league stint. Open a row to see each step: the raw rate, the park adjustment, the league/level factor, the age adjustment (hitters) and the resulting MLE rate. Factors are the same ones listed on the MLE Factors page.
2022 A+Wisconsin Timber Rattlers · 211 PAwOBA .304 → .230 (−74)K% 33.2% → 43.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 33.18% | ÷0.977 | ×1.270 | — | — | 43.14% |
| BB% (unintentional) /PA | 10.90% | ÷0.944 | ×0.710 | — | ×0.988 | 8.10% |
| HBP% /PA | 0.95% | — | ×0.790 | — | ×0.988 | 0.74% |
| Singles /BIP | 26.72% | ÷1.083 | ×0.920 | ×1.050 | ×0.988 | 23.54% |
| Doubles /BIP | 6.90% | ÷1.049 | ×0.810 | ×1.050 | ×0.988 | 5.52% |
| Triples /BIP | 0.86% | ÷0.900 | ×0.850 | ×1.050 | ×0.988 | 0.84% |
| Home runs /BIP | 3.45% | ÷0.885 | ×0.800 | — | ×0.988 | 3.08% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 77, 1B 117, 2B 110, 3B 80, K 95, BB 89 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .304 → .230; ISO .118 → .090; BABIP .357 → .309. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2022 AABiloxi Shuckers · 68 PAwOBA .274 → .198 (−76)K% 47.1% → 58.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 47.06% | ÷0.976 | ×1.220 | — | — | 58.80% |
| BB% (unintentional) /PA | 22.06% | ÷1.027 | ×0.680 | — | ×1.012 | 14.78% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×1.012 | 0.00% |
| Singles /BIP | 20.00% | ÷1.060 | ×0.920 | — | ×1.012 | 17.56% |
| Doubles /BIP | 10.00% | ÷0.973 | ×0.910 | — | ×1.012 | 9.47% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.880 | — | ×1.012 | 0.00% |
| Home runs /BIP | 5.00% | ÷1.012 | ×0.800 | — | ×1.012 | 4.00% |
Factors used: league row SL. Park (home-season share, regressed): HR 102, 1B 112, 2B 95, 3B 80, K 95, BB 105 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average).
Result: wOBA .274 → .198; ISO .096 → .074; BABIP .300 → .266. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2021 ACarolina Mudcats · 297 PAwOBA .410 → .306 (−104)K% 31.0% → 42.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.98% | ÷0.996 | ×1.360 | — | — | 42.32% |
| BB% (unintentional) /PA | 17.51% | ÷1.017 | ×0.690 | — | ×0.990 | 11.75% |
| HBP% /PA | 1.01% | — | ×0.780 | — | ×0.990 | 0.78% |
| Singles /BIP | 27.89% | ÷0.990 | ×0.920 | ×1.045 | ×0.990 | 26.80% |
| Doubles /BIP | 13.61% | ÷1.177 | ×0.830 | ×1.045 | ×0.990 | 9.92% |
| Triples /BIP | 0.68% | ÷1.052 | ×0.910 | ×1.045 | ×0.990 | 0.61% |
| Home runs /BIP | 6.80% | ÷0.974 | ×0.800 | — | ×0.990 | 5.53% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 95, 1B 98, 2B 135, 3B 110, K 99, BB 103 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.045.
Result: wOBA .410 → .306; ISO .218 → .156; BABIP .449 → .392. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2021 A+Wisconsin Timber Rattlers · 60 PAwOBA .325 → .245 (−80)K% 25.0% → 33.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷1.001 | ×1.350 | — | — | 33.73% |
| BB% (unintentional) /PA | 18.33% | ÷0.988 | ×0.710 | — | ×0.998 | 13.15% |
| HBP% /PA | 0.00% | — | ×0.810 | — | ×0.998 | 0.00% |
| Singles /BIP | 20.59% | ÷0.982 | ×0.910 | — | ×0.998 | 19.03% |
| Doubles /BIP | 8.82% | ÷1.132 | ×0.830 | — | ×0.998 | 6.46% |
| Triples /BIP | 0.00% | ÷0.956 | ×0.820 | — | ×0.998 | 0.00% |
| Home runs /BIP | 2.94% | ÷1.155 | ×0.830 | — | ×0.998 | 2.11% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 131, 1B 96, 2B 126, 3B 91, K 100, BB 98 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average).
Result: wOBA .325 → .245; ISO .122 → .083; BABIP .303 → .260. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2019 ROKAZL Brewers Gold · 170 PAwOBA .311 → .204 (−107)K% 22.9% → 33.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.94% | ÷1.000 | ×1.440 | — | — | 33.04% |
| BB% (unintentional) /PA | 10.59% | ÷1.000 | ×0.620 | — | ×0.985 | 6.47% |
| HBP% /PA | 2.35% | — | ×0.720 | — | ×0.985 | 1.67% |
| Singles /BIP | 17.43% | ÷1.000 | ×0.820 | ×0.950 | ×0.985 | 13.38% |
| Doubles /BIP | 10.09% | ÷1.000 | ×0.720 | ×0.950 | ×0.985 | 6.80% |
| Triples /BIP | 1.83% | ÷1.000 | ×0.720 | ×0.950 | ×0.985 | 1.24% |
| Home runs /BIP | 1.83% | ÷1.000 | ×0.780 | — | ×0.985 | 1.41% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .311 → .204; ISO .142 → .091; BABIP .299 → .217. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).