Ashford Fulmer
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 22 | ROKAZL Giants | 123 | .235/.350/.284 | 0 | 8 | 32 | — | .178/.267/.206 |
| 2016 | 23 | AATL | 59 | .077/.186/.115 | 0 | 3 | -37 | — | .056/.136/.093 |
| 2017 | 24 | AATL | 287 | .236/.327/.320 | 1 | 13 | 47 | — | .200/.268/.269 |
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) | |||||||||||||||||||||||||||||||
| 2015 | 22 | ROK | AZL Giants | — | 123 | 102 | 24 | 1 | 2 | 0 | 12 | 29 | 6 | 8 | 2 | 235 | 350 | 284 | 634 | 49 | 320 | 24 | 10 | 295 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A | Augusta GreenJackets | — | 59 | 52 | 4 | 0 | 1 | 0 | 5 | 21 | 2 | 3 | 2 | 77 | 186 | 115 | 302 | 38 | 129 | 36 | 8 | 157 | -37 | — | — | — | — | — | — |
| 2017 | 24 | A | Augusta GreenJackets | — | 287 | 250 | 59 | 14 | 2 | 1 | 28 | 54 | 6 | 13 | 3 | 236 | 327 | 320 | 647 | 84 | 296 | 19 | 10 | 297 | 47 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2015 | 22 | ROK MLE | AZL Giants | — | 123 | 107 | 19 | 1 | 1 | 0 | 7 | 42 | 6 | 8 | 2 | 178 | 267 | 206 | 472 | 28 | 264 | 34 | 6 | 215 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Augusta GreenJackets | — | 59 | 54 | 3 | 0 | 1 | 0 | 3 | 27 | 2 | 3 | 2 | 56 | 136 | 93 | 228 | 37 | 116 | 46 | 5 | 113 | -37 | — | — | — | — | — | — |
| 2017 | 24 | A MLE | Augusta GreenJackets | — | 287 | 260 | 52 | 11 | 2 | 1 | 18 | 76 | 6 | 13 | 3 | 200 | 268 | 269 | 537 | 69 | 272 | 26 | 6 | 238 | 47 | — | — | — | — | — | — |
| 2015 | 22 | ROK MLE | AZL Giants | — | 123 | 107 | 19 | 1 | 1 | 0 | 7 | 42 | 6 | 8 | 2 | 178 | 267 | 206 | 472 | 28 | 284 | 34 | 6 | 215 | 32 | — | — | — | — | — | — |
| 2015 | 22 | ROK RAW | AZL Giants | — | 123 | 102 | 24 | 1 | 2 | 0 | 12 | 29 | 6 | 8 | 2 | 235 | 350 | 284 | 634 | 49 | 320 | 24 | 10 | 295 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Augusta GreenJackets | — | 59 | 54 | 3 | 0 | 1 | 0 | 3 | 27 | 2 | 3 | 2 | 56 | 136 | 93 | 228 | 37 | 111 | 46 | 5 | 113 | -37 | — | — | — | — | — | — |
| 2016 | 23 | A RAW | Augusta GreenJackets | — | 59 | 52 | 4 | 0 | 1 | 0 | 5 | 21 | 2 | 3 | 2 | 77 | 186 | 115 | 302 | 38 | 129 | 36 | 8 | 157 | -37 | — | — | — | — | — | — |
| 2017 | 24 | A MLE | Augusta GreenJackets | — | 287 | 260 | 52 | 11 | 2 | 1 | 18 | 76 | 6 | 13 | 3 | 200 | 268 | 269 | 537 | 69 | 277 | 26 | 6 | 238 | 47 | — | — | — | — | — | — |
| 2017 | 24 | A RAW | Augusta GreenJackets | — | 287 | 250 | 59 | 14 | 2 | 1 | 28 | 54 | 6 | 13 | 3 | 236 | 327 | 320 | 647 | 84 | 296 | 19 | 10 | 297 | 47 | — | — | — | — | — | — |
| 2015 | 22 | ROK MLE | AZL Giants | — | 123 | 109 | 19 | 1 | 1 | 0 | 7 | 42 | 6 | 8 | 2 | 174 | 267 | 202 | 469 | 28 | 264 | 34 | 6 | 215 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Augusta GreenJackets | — | 59 | 54 | 3 | 0 | 1 | 0 | 3 | 27 | 2 | 3 | 2 | 56 | 136 | 93 | 228 | 37 | 116 | 46 | 5 | 113 | -37 | — | — | — | — | — | — |
| 2017 | 24 | A MLE | Augusta GreenJackets | — | 287 | 261 | 52 | 11 | 2 | 1 | 18 | 76 | 6 | 13 | 3 | 199 | 268 | 268 | 536 | 69 | 272 | 26 | 6 | 238 | 47 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 469 | 421 | 74 | 12 | 4 | 1 | 28 | 145 | 14 | 24 | 7 | 176 | 251 | 230 | 481 | 55 | 263 | 31 | 6 | 216 | 33 | -38 | +2 | +0 | +2 | +10 | -2.4 | |
| / 162G | — | MLE | — | 650 | 583 | 103 | 17 | 6 | 1 | 39 | 201 | 19 | 33 | 10 | 177 | 251 | 232 | 482 | 55 | 265 | 31 | 6 | 216 | 33 | -52 | +3 | +0 | +2 | +14 | -3.4 | |
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 AAugusta GreenJackets · 287 PAwOBA .291 → .238 (−52)K% 18.8% → 26.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.82% | ÷0.954 | ×1.340 | — | — | 26.43% |
| BB% (unintentional) /PA | 9.76% | ÷0.997 | ×0.660 | — | ×0.980 | 6.33% |
| HBP% /PA | 2.09% | — | ×0.770 | — | ×0.980 | 1.58% |
| Singles /BIP | 21.43% | ÷1.010 | ×0.920 | ×1.050 | ×0.980 | 20.09% |
| Doubles /BIP | 7.14% | ÷0.989 | ×0.820 | ×1.050 | ×0.980 | 6.10% |
| Triples /BIP | 1.02% | ÷1.016 | ×0.940 | ×1.050 | ×0.980 | 0.97% |
| Home runs /BIP | 0.51% | ÷0.818 | ×0.820 | — | ×0.980 | 0.50% |
Factors used: league row SAL. Park (home-season share, regressed): HR 64, 1B 102, 2B 98, 3B 103, K 91, BB 99 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .291 → .238; ISO .084 → .072; BABIP .296 → .272. 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 AAugusta GreenJackets · 59 PAwOBA .154 → .113 (−41)K% 35.6% → 46.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.59% | ÷1.025 | ×1.340 | — | — | 46.55% |
| BB% (unintentional) /PA | 8.47% | ÷1.020 | ×0.660 | — | ×0.990 | 5.43% |
| HBP% /PA | 3.39% | — | ×0.770 | — | ×0.990 | 2.58% |
| Singles /BIP | 9.68% | ÷1.054 | ×0.920 | — | ×0.990 | 8.36% |
| Doubles /BIP | 0.00% | ÷0.944 | ×0.820 | — | ×0.990 | 0.00% |
| Triples /BIP | 3.23% | ÷0.919 | ×0.940 | — | ×0.990 | 3.27% |
| Home runs /BIP | 0.00% | ÷0.834 | ×0.820 | — | ×0.990 | 0.00% |
Factors used: league row SAL. Park (home-season share, regressed): HR 67, 1B 111, 2B 89, 3B 84, K 105, BB 104 — 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).
Result: wOBA .154 → .113; ISO .038 → .034; BABIP .129 → .116. 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 ROKAZL Giants · 123 PAwOBA .293 → .215 (−79)K% 23.6% → 34.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.58% | ÷1.000 | ×1.440 | — | — | 33.95% |
| BB% (unintentional) /PA | 9.76% | ÷1.000 | ×0.620 | — | ×0.975 | 5.90% |
| HBP% /PA | 4.88% | — | ×0.720 | — | ×0.975 | 3.42% |
| Singles /BIP | 28.77% | ÷1.000 | ×0.820 | ×1.050 | ×0.975 | 24.14% |
| Doubles /BIP | 1.37% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 1.01% |
| Triples /BIP | 2.74% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 2.02% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.975 | 0.00% |
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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .293 → .215; ISO .049 → .035; BABIP .320 → .264. 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).