Ashley Graeter
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 25 | A+Modesto Nuts | 327 | .242/.286/.310 | 1 | 7 | 30 | — | .196/.231/.248 |
| 2016 | 26 | AACOL | 287 | .276/.351/.404 | 6 | 5 | 84 | — | .264/.319/.360 |
| 2017 | 27 | AACOL | 380 | .247/.301/.388 | 10 | 7 | 51 | — | .209/.245/.304 |
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) | |||||||||||||||||||||||||||||||
| 2012 | 22 | ROK | Grand Junction Rockies | — | 179 | 163 | 48 | 12 | 0 | 1 | 10 | 35 | 2 | 3 | 2 | 294 | 343 | 387 | 729 | 92 | 364 | 20 | 6 | 322 | 40 | — | — | — | — | — | — |
| 2014 | 24 | A | Asheville Tourists | — | 249 | 223 | 69 | 19 | 1 | 9 | 15 | 49 | 6 | 8 | 3 | 309 | 369 | 525 | 894 | 215 | 355 | 20 | 6 | 385 | 78 | — | — | — | — | — | — |
| 2015 | 25 | A+ | Modesto Nuts | — | 327 | 306 | 74 | 14 | 2 | 1 | 15 | 64 | 4 | 7 | 5 | 242 | 286 | 310 | 597 | 69 | 302 | 20 | 5 | 270 | 30 | — | — | — | — | — | — |
| 2016 | 26 | AA | Hartford Yard Goats | — | 287 | 250 | 69 | 12 | 1 | 6 | 26 | 54 | 3 | 5 | 4 | 276 | 351 | 404 | 755 | 128 | 326 | 19 | 9 | 331 | 84 | — | — | — | — | — | — |
| 2017 | 27 | AA | Hartford Yard Goats | — | 380 | 348 | 86 | 17 | 1 | 10 | 23 | 70 | 4 | 7 | 4 | 247 | 301 | 388 | 689 | 141 | 283 | 18 | 6 | 305 | 51 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 22 | ROK MLE | Grand Junction Rockies | — | 179 | 167 | 36 | 8 | 0 | 1 | 6 | 50 | 2 | 3 | 2 | 216 | 251 | 281 | 533 | 66 | 286 | 28 | 3 | 228 | 40 | — | — | — | — | — | — |
| 2014 | 24 | A MLE | Asheville Tourists | — | 249 | 229 | 55 | 13 | 1 | 5 | 9 | 67 | 6 | 8 | 3 | 240 | 287 | 371 | 658 | 131 | 299 | 27 | 4 | 283 | 78 | — | — | — | — | — | — |
| 2015 | 25 | A+ MLE | Modesto Nuts | — | 327 | 311 | 61 | 11 | 1 | 1 | 10 | 82 | 4 | 7 | 5 | 196 | 231 | 248 | 478 | 51 | 260 | 25 | 3 | 212 | 30 | — | — | — | — | — | — |
| 2016 | 26 | AA MLE | Hartford Yard Goats | — | 287 | 258 | 68 | 11 | 1 | 4 | 18 | 65 | 3 | 5 | 4 | 264 | 319 | 360 | 679 | 97 | 315 | 23 | 6 | 293 | 84 | — | — | — | — | — | — |
| 2017 | 27 | AA MLE | Hartford Yard Goats | — | 380 | 358 | 75 | 14 | 1 | 6 | 13 | 81 | 4 | 7 | 4 | 209 | 245 | 304 | 550 | 95 | 250 | 21 | 3 | 243 | 51 | — | — | — | — | — | — |
| 2012 | 22 | ROK MLE | Grand Junction Rockies | — | 179 | 167 | 36 | 8 | 0 | 1 | 6 | 50 | 2 | 3 | 2 | 216 | 251 | 281 | 533 | 66 | 297 | 28 | 3 | 228 | 40 | — | — | — | — | — | — |
| 2012 | 22 | ROK RAW | Grand Junction Rockies | — | 179 | 163 | 48 | 12 | 0 | 1 | 10 | 35 | 2 | 3 | 2 | 294 | 343 | 387 | 729 | 92 | 364 | 20 | 6 | 322 | 40 | — | — | — | — | — | — |
| 2014 | 24 | A MLE | Asheville Tourists | — | 249 | 229 | 55 | 13 | 1 | 5 | 9 | 67 | 6 | 8 | 3 | 240 | 287 | 371 | 658 | 131 | 311 | 27 | 4 | 283 | 78 | — | — | — | — | — | — |
| 2014 | 24 | A RAW | Asheville Tourists | — | 249 | 223 | 69 | 19 | 1 | 9 | 15 | 49 | 6 | 8 | 3 | 309 | 369 | 525 | 894 | 215 | 355 | 20 | 6 | 385 | 78 | — | — | — | — | — | — |
| 2015 | 25 | A+ MLE | Modesto Nuts | — | 327 | 311 | 61 | 11 | 1 | 1 | 10 | 82 | 4 | 7 | 5 | 196 | 231 | 248 | 478 | 51 | 262 | 25 | 3 | 212 | 30 | — | — | — | — | — | — |
| 2015 | 25 | A+ RAW | Modesto Nuts | — | 327 | 306 | 74 | 14 | 2 | 1 | 15 | 64 | 4 | 7 | 5 | 242 | 286 | 310 | 597 | 69 | 302 | 20 | 5 | 270 | 30 | — | — | — | — | — | — |
| 2016 | 26 | AA MLE | Hartford Yard Goats | — | 287 | 258 | 68 | 11 | 1 | 4 | 18 | 65 | 3 | 5 | 4 | 264 | 319 | 360 | 679 | 97 | 333 | 23 | 6 | 293 | 84 | — | — | — | — | — | — |
| 2016 | 26 | AA RAW | Hartford Yard Goats | — | 287 | 250 | 69 | 12 | 1 | 6 | 26 | 54 | 3 | 5 | 4 | 276 | 351 | 404 | 755 | 128 | 326 | 19 | 9 | 331 | 84 | — | — | — | — | — | — |
| 2017 | 27 | AA MLE | Hartford Yard Goats | — | 380 | 358 | 75 | 14 | 1 | 6 | 13 | 81 | 4 | 7 | 4 | 209 | 245 | 304 | 550 | 95 | 254 | 21 | 3 | 243 | 51 | — | — | — | — | — | — |
| 2017 | 27 | AA RAW | Hartford Yard Goats | — | 380 | 348 | 86 | 17 | 1 | 10 | 23 | 70 | 4 | 7 | 4 | 247 | 301 | 388 | 689 | 141 | 283 | 18 | 6 | 305 | 51 | — | — | — | — | — | — |
| 2012 | 22 | ROK MLE | Grand Junction Rockies | — | 179 | 169 | 36 | 8 | 0 | 1 | 6 | 50 | 2 | 3 | 2 | 213 | 251 | 278 | 530 | 65 | 286 | 28 | 3 | 228 | 40 | — | — | — | — | — | — |
| 2014 | 24 | A MLE | Asheville Tourists | — | 249 | 232 | 55 | 13 | 1 | 5 | 9 | 67 | 6 | 8 | 3 | 237 | 287 | 366 | 653 | 129 | 299 | 27 | 4 | 283 | 78 | — | — | — | — | — | — |
| 2015 | 25 | A+ MLE | Modesto Nuts | — | 327 | 310 | 61 | 11 | 1 | 1 | 10 | 82 | 4 | 7 | 5 | 197 | 231 | 248 | 479 | 52 | 260 | 25 | 3 | 212 | 30 | — | — | — | — | — | — |
| 2016 | 26 | AA MLE | Hartford Yard Goats | — | 287 | 264 | 68 | 11 | 1 | 4 | 18 | 65 | 3 | 5 | 4 | 258 | 319 | 352 | 671 | 95 | 315 | 23 | 6 | 293 | 84 | — | — | — | — | — | — |
| 2017 | 27 | AA MLE | Hartford Yard Goats | — | 380 | 360 | 75 | 14 | 1 | 6 | 13 | 81 | 4 | 7 | 4 | 208 | 245 | 303 | 548 | 94 | 250 | 21 | 3 | 243 | 51 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1422 | 1323 | 295 | 57 | 4 | 17 | 56 | 345 | 19 | 30 | 18 | 223 | 265 | 311 | 575 | 88 | 286 | 24 | 4 | 251 | 56 | -74 | -1 | +0 | -36 | +31 | -8.2 | |
| / 162G | — | MLE | — | 650 | 605 | 135 | 26 | 2 | 8 | 26 | 158 | 9 | 14 | 8 | 223 | 266 | 312 | 578 | 89 | 286 | 24 | 4 | 251 | 56 | -34 | -0 | +0 | -16 | +14 | -3.7 | |
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.
2017 AAHartford Yard Goats · 380 PAwOBA .293 → .243 (−50)K% 18.4% → 21.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.42% | ÷1.051 | ×1.220 | — | — | 21.38% |
| BB% (unintentional) /PA | 5.00% | ÷1.017 | ×0.700 | — | ×0.968 | 3.33% |
| HBP% /PA | 1.05% | — | ×0.850 | — | ×0.968 | 0.87% |
| Singles /BIP | 20.86% | ÷1.026 | ×0.970 | ×1.003 | ×0.968 | 19.15% |
| Doubles /BIP | 6.12% | ÷1.014 | ×0.860 | ×1.003 | ×0.968 | 5.04% |
| Triples /BIP | 0.36% | ÷0.900 | ×0.950 | ×1.003 | ×0.968 | 0.37% |
| Home runs /BIP | 3.60% | ÷1.183 | ×0.780 | — | ×0.968 | 2.30% |
Factors used: league row EL. Park (home-season share, regressed): HR 137, 1B 105, 2B 103, 3B 80, K 110, BB 103 — applied at half strength. Age: age 28 vs a level average of 24.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.
Result: wOBA .293 → .243; ISO .141 → .103; BABIP .283 → .250. 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).
2016 AAHartford Yard Goats · 287 PAwOBA .326 → .293 (−34)K% 18.8% → 22.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.82% | ÷1.022 | ×1.220 | — | — | 22.46% |
| BB% (unintentional) /PA | 9.06% | ÷1.007 | ×0.700 | — | ×0.978 | 6.16% |
| HBP% /PA | 1.05% | — | ×0.850 | — | ×0.978 | 0.87% |
| Singles /BIP | 25.51% | ÷0.981 | ×0.970 | ×1.036 | ×0.978 | 25.56% |
| Doubles /BIP | 6.12% | ÷1.021 | ×0.860 | ×1.036 | ×0.978 | 5.22% |
| Triples /BIP | 0.51% | ÷0.900 | ×0.950 | ×1.036 | ×0.978 | 0.55% |
| Home runs /BIP | 3.06% | ÷1.094 | ×0.780 | — | ×0.978 | 2.13% |
Factors used: league row EL. Park (home-season share, regressed): HR 119, 1B 96, 2B 104, 3B 80, K 104, BB 101 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.036.
Result: wOBA .326 → .293; ISO .128 → .103; BABIP .326 → .315. 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).
2015 A+Modesto Nuts · 327 PAwOBA .264 → .212 (−52)K% 19.6% → 25.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.57% | ÷1.046 | ×1.340 | — | — | 25.07% |
| BB% (unintentional) /PA | 4.59% | ÷1.043 | ×0.710 | — | ×0.968 | 3.02% |
| HBP% /PA | 1.22% | — | ×0.790 | — | ×0.968 | 0.94% |
| Singles /BIP | 23.55% | ÷1.014 | ×0.910 | ×1.009 | ×0.968 | 20.64% |
| Doubles /BIP | 5.79% | ÷0.963 | ×0.820 | ×1.009 | ×0.968 | 4.81% |
| Triples /BIP | 0.83% | ÷1.150 | ×0.760 | ×1.009 | ×0.968 | 0.53% |
| Home runs /BIP | 0.41% | ÷0.827 | ×0.920 | — | ×0.968 | 0.45% |
Factors used: league row CAL. Park (home-season share, regressed): HR 65, 1B 103, 2B 93, 3B 130, K 109, BB 109 — applied at half strength. Age: age 26 vs a level average of 22.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.009.
Result: wOBA .264 → .212; ISO .069 → .055; BABIP .302 → .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).
2014 AAsheville Tourists · 249 PAwOBA .379 → .283 (−96)K% 19.7% → 27.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.68% | ÷0.978 | ×1.340 | — | — | 26.97% |
| BB% (unintentional) /PA | 5.62% | ÷0.984 | ×0.660 | — | ×0.970 | 3.66% |
| HBP% /PA | 2.41% | — | ×0.770 | — | ×0.970 | 1.80% |
| Singles /BIP | 22.99% | ÷1.002 | ×0.920 | ×1.037 | ×0.970 | 21.22% |
| Doubles /BIP | 10.92% | ÷1.135 | ×0.820 | ×1.037 | ×0.970 | 7.93% |
| Triples /BIP | 0.57% | ÷0.900 | ×0.940 | ×1.037 | ×0.970 | 0.60% |
| Home runs /BIP | 5.17% | ÷1.390 | ×0.820 | — | ×0.970 | 2.96% |
Factors used: league row SAL. Park (home-season share, regressed): HR 178, 1B 100, 2B 127, 3B 80, K 96, BB 97 — applied at half strength. Age: age 25 vs a level average of 22.0 → −3.0% on BB/HBP/hit rates (3.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.037.
Result: wOBA .379 → .283; ISO .215 → .136; BABIP .355 → .299. 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).
2012 ROKGrand Junction Rockies · 179 PAwOBA .317 → .228 (−89)K% 19.6% → 28.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.55% | ÷1.000 | ×1.440 | — | — | 28.16% |
| BB% (unintentional) /PA | 5.59% | ÷1.000 | ×0.610 | — | ×0.965 | 3.29% |
| HBP% /PA | 1.12% | — | ×0.720 | — | ×0.965 | 0.78% |
| Singles /BIP | 27.34% | ÷1.000 | ×0.820 | ×1.027 | ×0.965 | 22.22% |
| Doubles /BIP | 9.38% | ÷1.000 | ×0.720 | ×1.027 | ×0.965 | 6.69% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | ×1.027 | ×0.965 | 0.00% |
| Home runs /BIP | 0.78% | ÷1.000 | ×0.750 | — | ×0.965 | 0.57% |
Factors used: league row PIO. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .317 → .228; ISO .092 → .062; BABIP .364 → .286. 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).