Zach Ashford
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2019 | 22 | A+/ROK2 orgs | 174 | .301/.410/.452 | 2 | 3 | 68 | — | .225/.306/.342 |
| 2021 | 24 | A+/ANYM | 317 | .255/.351/.327 | 1 | 6 | 64 | — | .226/.304/.289 |
| 2022 | 25 | AANYM | 357 | .250/.322/.362 | 5 | 10 | 66 | — | .227/.280/.318 |
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 | 22 | A+ | St. Lucie Mets | — | 18 | 17 | 6 | 1 | 0 | 0 | 1 | 4 | 0 | 1 | 2 | 353 | 389 | 412 | 801 | 59 | 462 | 22 | 6 | 361 | 70 | — | — | — | — | — | — |
| 2019 | 22 | ROK | GCL Mets | — | 156 | 129 | 38 | 13 | 1 | 2 | 23 | 26 | 3 | 2 | 3 | 295 | 413 | 457 | 870 | 163 | 356 | 17 | 15 | 389 | 68 | — | — | — | — | — | — |
| 2021 | 24 | A+ | Brooklyn Cyclones | — | 256 | 225 | 53 | 10 | 2 | 1 | 23 | 49 | 7 | 5 | 3 | 236 | 325 | 311 | 637 | 76 | 297 | 19 | 9 | 295 | 56 | — | — | — | — | — | — |
| 2021 | 24 | A | St. Lucie Mets | — | 61 | 50 | 17 | 3 | 0 | 0 | 6 | 12 | 5 | 1 | 0 | 340 | 459 | 400 | 859 | 60 | 447 | 20 | 10 | 400 | 95 | — | — | — | — | — | — |
| 2022 | 25 | AA | Binghamton Rumble Ponies | — | 357 | 320 | 80 | 19 | 1 | 5 | 30 | 79 | 4 | 10 | 1 | 250 | 322 | 362 | 685 | 112 | 314 | 22 | 8 | 308 | 66 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 22 | A+ MLE | St. Lucie Mets | — | 18 | 17 | 5 | 1 | 0 | 0 | 1 | 6 | 0 | 1 | 2 | 294 | 333 | 353 | 686 | 59 | 418 | 33 | 6 | 272 | 70 | — | — | — | — | — | — |
| 2019 | 22 | ROK MLE | GCL Mets | — | 156 | 138 | 30 | 9 | 1 | 2 | 14 | 37 | 3 | 2 | 3 | 217 | 303 | 341 | 644 | 123 | 270 | 24 | 9 | 269 | 68 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | Brooklyn Cyclones | — | 256 | 232 | 50 | 9 | 2 | 1 | 16 | 63 | 7 | 5 | 3 | 216 | 286 | 284 | 571 | 69 | 288 | 25 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2021 | 24 | A MLE | St. Lucie Mets | — | 61 | 52 | 14 | 2 | 0 | 0 | 4 | 17 | 5 | 1 | 0 | 269 | 377 | 308 | 685 | 38 | 392 | 28 | 7 | 308 | 95 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Binghamton Rumble Ponies | — | 357 | 330 | 75 | 16 | 1 | 4 | 20 | 95 | 4 | 10 | 1 | 227 | 280 | 318 | 598 | 91 | 300 | 27 | 6 | 266 | 66 | — | — | — | — | — | — |
| 2019 | 22 | ROK MLE | 2 teams | — | 174 | 155 | 34 | 10 | 1 | 2 | 15 | 44 | 3 | 3 | 5 | 219 | 301 | 335 | 636 | 116 | 294 | 25 | 9 | 269 | 68 | — | — | — | — | — | — |
| 2019 | 22 | ROK RAW | 2 teams | — | 174 | 146 | 44 | 14 | 1 | 2 | 24 | 30 | 3 | 3 | 5 | 301 | 410 | 452 | 862 | 151 | 368 | 17 | 14 | 386 | 68 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | 2 teams | — | 317 | 284 | 64 | 11 | 2 | 1 | 20 | 81 | 12 | 6 | 3 | 225 | 304 | 289 | 593 | 63 | 312 | 26 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2021 | 24 | A+ RAW | 2 teams | — | 317 | 275 | 70 | 13 | 2 | 1 | 29 | 61 | 12 | 6 | 3 | 255 | 351 | 327 | 679 | 73 | 324 | 19 | 9 | 315 | 63 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Binghamton Rumble Ponies | — | 357 | 330 | 75 | 16 | 1 | 4 | 20 | 95 | 4 | 10 | 1 | 227 | 280 | 318 | 598 | 91 | 303 | 27 | 6 | 266 | 66 | — | — | — | — | — | — |
| 2022 | 25 | AA RAW | Binghamton Rumble Ponies | — | 357 | 320 | 80 | 19 | 1 | 5 | 30 | 79 | 4 | 10 | 1 | 250 | 322 | 362 | 685 | 112 | 314 | 22 | 8 | 308 | 66 | — | — | — | — | — | — |
| 2019 | 22 | ROK MLE | 2 teams | — | 174 | 154 | 34 | 10 | 1 | 2 | 15 | 44 | 3 | 3 | 5 | 221 | 301 | 338 | 638 | 117 | 285 | 25 | 9 | 269 | 68 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | 2 teams | — | 317 | 282 | 64 | 11 | 2 | 1 | 20 | 81 | 12 | 6 | 3 | 227 | 304 | 291 | 595 | 64 | 308 | 26 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Binghamton Rumble Ponies | — | 357 | 330 | 75 | 16 | 1 | 4 | 20 | 95 | 4 | 10 | 1 | 227 | 280 | 318 | 598 | 91 | 300 | 27 | 6 | 266 | 66 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 848 | 769 | 173 | 37 | 4 | 7 | 55 | 220 | 19 | 19 | 9 | 225 | 293 | 311 | 604 | 86 | 305 | 26 | 6 | 265 | 66 | -35 | +0 | +0 | +3 | +18 | -1.3 | |
| / 162G | — | MLE | — | 650 | 589 | 132 | 28 | 3 | 5 | 42 | 169 | 15 | 15 | 7 | 224 | 293 | 307 | 600 | 83 | 305 | 26 | 6 | 265 | 66 | -27 | +0 | +0 | +2 | +14 | -1.0 | |
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 AABinghamton Rumble Ponies · 357 PAwOBA .303 → .266 (−37)K% 22.1% → 26.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.13% | ÷1.017 | ×1.220 | — | — | 26.54% |
| BB% (unintentional) /PA | 8.40% | ÷1.057 | ×0.700 | — | ×0.998 | 5.56% |
| HBP% /PA | 1.12% | — | ×0.850 | — | ×0.998 | 0.95% |
| Singles /BIP | 22.82% | ÷0.983 | ×0.970 | ×1.004 | ×0.998 | 22.58% |
| Doubles /BIP | 7.88% | ÷0.988 | ×0.860 | ×1.004 | ×0.998 | 6.88% |
| Triples /BIP | 0.41% | ÷1.150 | ×0.950 | ×1.004 | ×0.998 | 0.34% |
| Home runs /BIP | 2.07% | ÷0.895 | ×0.780 | — | ×0.998 | 1.81% |
Factors used: league row EL. Park (home-season share, regressed): HR 79, 1B 97, 2B 98, 3B 130, K 103, BB 111 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.004.
Result: wOBA .303 → .266; ISO .113 → .097; BABIP .314 → .300. 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+Brooklyn Cyclones · 256 PAwOBA .288 → .251 (−37)K% 19.1% → 24.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.14% | ÷1.041 | ×1.350 | — | — | 24.83% |
| BB% (unintentional) /PA | 8.98% | ÷1.006 | ×0.710 | — | ×0.988 | 6.27% |
| HBP% /PA | 2.73% | — | ×0.810 | — | ×0.988 | 2.19% |
| Singles /BIP | 22.73% | ÷0.957 | ×0.910 | ×1.050 | ×0.988 | 22.42% |
| Doubles /BIP | 5.68% | ÷0.930 | ×0.830 | ×1.050 | ×0.988 | 5.26% |
| Triples /BIP | 1.14% | ÷1.028 | ×0.820 | ×1.050 | ×0.988 | 0.94% |
| Home runs /BIP | 0.57% | ÷0.925 | ×0.830 | — | ×0.988 | 0.50% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 85, 1B 91, 2B 86, 3B 106, K 108, BB 101 — 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 .288 → .251; ISO .076 → .066; BABIP .297 → .288. 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 ASt. Lucie Mets · 61 PAwOBA .390 → .308 (−83)K% 19.7% → 28.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.67% | ÷0.945 | ×1.360 | — | — | 28.31% |
| BB% (unintentional) /PA | 9.84% | ÷1.041 | ×0.690 | — | ×0.980 | 6.39% |
| HBP% /PA | 8.20% | — | ×0.780 | — | ×0.980 | 6.27% |
| Singles /BIP | 36.84% | ÷1.028 | ×0.920 | — | ×0.980 | 32.30% |
| Doubles /BIP | 7.89% | ÷0.935 | ×0.830 | — | ×0.980 | 6.87% |
| Triples /BIP | 0.00% | ÷1.137 | ×0.910 | — | ×0.980 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.988 | ×0.800 | — | ×0.980 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 98, 1B 106, 2B 87, 3B 127, K 89, BB 108 — applied at half strength. Age: age 24 vs a level average of 22.0 → −2.0% on BB/HBP/hit rates (2.0 yr older than average).
Result: wOBA .390 → .308; ISO .060 → .049; BABIP .447 → .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).
2019 ROKGCL Mets · 156 PAwOBA .379 → .269 (−110)K% 16.7% → 24.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷1.000 | ×1.440 | — | — | 24.00% |
| BB% (unintentional) /PA | 14.74% | ÷1.000 | ×0.620 | — | ×0.975 | 8.91% |
| HBP% /PA | 1.92% | — | ×0.720 | — | ×0.975 | 1.35% |
| Singles /BIP | 21.36% | ÷1.000 | ×0.820 | — | ×0.975 | 17.08% |
| Doubles /BIP | 12.62% | ÷1.000 | ×0.720 | — | ×0.975 | 8.86% |
| Triples /BIP | 0.97% | ÷1.000 | ×0.720 | — | ×0.975 | 0.68% |
| Home runs /BIP | 1.94% | ÷1.000 | ×0.780 | — | ×0.975 | 1.48% |
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 22 vs a level average of 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average).
Result: wOBA .379 → .269; ISO .163 → .116; BABIP .356 → .270. 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 A+St. Lucie Mets · 18 PAwOBA .352 → .272 (−79)K% 22.2% → 34.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.22% | ÷0.917 | ×1.420 | — | — | 34.40% |
| BB% (unintentional) /PA | 5.56% | ÷0.975 | ×0.750 | — | ×1.012 | 4.32% |
| HBP% /PA | 0.00% | — | ×0.930 | — | ×1.012 | 0.00% |
| Singles /BIP | 38.46% | ÷1.048 | ×0.920 | — | ×1.012 | 34.18% |
| Doubles /BIP | 7.69% | ÷0.978 | ×0.960 | — | ×1.012 | 7.64% |
| Triples /BIP | 0.00% | ÷1.062 | ×0.810 | — | ×1.012 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.122 | ×0.880 | — | ×1.012 | 0.00% |
Factors used: league row FSL. Park (home-season share, regressed): HR 124, 1B 110, 2B 96, 3B 112, K 83, BB 95 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average).
Result: wOBA .352 → .272; ISO .059 → .050; BABIP .462 → .418. 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).