James Parker
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2021 | 21 | AModesto Nuts | 168 | .327/.388/.520 | 3 | 3 | 97 | — | .260/.309/.422 |
| 2022 | 22 | A+SEA | 423 | .219/.306/.382 | 13 | 6 | 28 | — | .152/.219/.255 |
| 2023 | 23 | A+SEA | 302 | .226/.329/.456 | 15 | 3 | 48 | — | .151/.236/.299 |
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) | |||||||||||||||||||||||||||||||
| 2021 | 21 | A | Modesto Nuts | — | 168 | 150 | 49 | 16 | 2 | 3 | 13 | 36 | 2 | 3 | 2 | 327 | 388 | 520 | 908 | 193 | 404 | 21 | 8 | 392 | 97 | — | — | — | — | — | — |
| 2022 | 22 | A+ | Everett AquaSox | — | 423 | 374 | 82 | 18 | 2 | 13 | 44 | 139 | 3 | 6 | 0 | 219 | 306 | 382 | 689 | 163 | 308 | 33 | 10 | 309 | 28 | — | — | — | — | — | — |
| 2023 | 23 | A+ | Everett AquaSox | — | 302 | 261 | 59 | 13 | 1 | 15 | 39 | 117 | 1 | 3 | 2 | 226 | 329 | 456 | 785 | 230 | 338 | 39 | 13 | 346 | 48 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 21 | A MLE | Modesto Nuts | — | 168 | 154 | 40 | 12 | 2 | 3 | 9 | 48 | 2 | 3 | 2 | 260 | 309 | 422 | 731 | 162 | 341 | 29 | 5 | 311 | 97 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Everett AquaSox | — | 423 | 388 | 59 | 12 | 2 | 8 | 30 | 186 | 3 | 6 | 0 | 152 | 219 | 255 | 474 | 103 | 254 | 44 | 7 | 209 | 28 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | Everett AquaSox | — | 302 | 271 | 41 | 8 | 1 | 10 | 29 | 151 | 1 | 3 | 2 | 151 | 236 | 299 | 535 | 148 | 275 | 50 | 10 | 239 | 48 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Modesto Nuts | — | 168 | 154 | 40 | 12 | 2 | 3 | 9 | 48 | 2 | 3 | 2 | 260 | 309 | 422 | 731 | 162 | 349 | 29 | 5 | 311 | 97 | — | — | — | — | — | — |
| 2021 | 21 | A RAW | Modesto Nuts | — | 168 | 150 | 49 | 16 | 2 | 3 | 13 | 36 | 2 | 3 | 2 | 327 | 388 | 520 | 908 | 193 | 404 | 21 | 8 | 392 | 97 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Everett AquaSox | — | 423 | 388 | 59 | 12 | 2 | 8 | 30 | 186 | 3 | 6 | 0 | 152 | 219 | 255 | 474 | 103 | 260 | 44 | 7 | 209 | 28 | — | — | — | — | — | — |
| 2022 | 22 | A+ RAW | Everett AquaSox | — | 423 | 374 | 82 | 18 | 2 | 13 | 44 | 139 | 3 | 6 | 0 | 219 | 306 | 382 | 689 | 163 | 308 | 33 | 10 | 309 | 28 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | Everett AquaSox | — | 302 | 271 | 41 | 8 | 1 | 10 | 29 | 151 | 1 | 3 | 2 | 151 | 236 | 299 | 535 | 148 | 279 | 50 | 10 | 239 | 48 | — | — | — | — | — | — |
| 2023 | 23 | A+ RAW | Everett AquaSox | — | 302 | 261 | 59 | 13 | 1 | 15 | 39 | 117 | 1 | 3 | 2 | 226 | 329 | 456 | 785 | 230 | 338 | 39 | 13 | 346 | 48 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Modesto Nuts | — | 168 | 155 | 40 | 12 | 2 | 3 | 9 | 48 | 2 | 3 | 2 | 258 | 309 | 419 | 728 | 161 | 341 | 29 | 5 | 311 | 97 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Everett AquaSox | — | 423 | 387 | 59 | 12 | 2 | 8 | 30 | 186 | 3 | 6 | 0 | 152 | 219 | 256 | 474 | 103 | 254 | 44 | 7 | 209 | 28 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | Everett AquaSox | — | 302 | 269 | 41 | 8 | 1 | 10 | 29 | 151 | 1 | 3 | 2 | 152 | 236 | 301 | 537 | 149 | 275 | 50 | 10 | 239 | 48 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 893 | 813 | 140 | 32 | 5 | 21 | 68 | 385 | 6 | 12 | 4 | 172 | 241 | 301 | 543 | 129 | 288 | 43 | 8 | 238 | 47 | -56 | +1 | +0 | +10 | +19 | -2.7 | |
| / 162G | — | MLE | — | 650 | 592 | 102 | 23 | 4 | 15 | 49 | 280 | 4 | 9 | 3 | 172 | 240 | 301 | 541 | 128 | 289 | 43 | 8 | 238 | 47 | -41 | +1 | +0 | +7 | +14 | -1.9 | |
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.
2023 A+Everett AquaSox · 302 PAwOBA .338 → .239 (−100)K% 38.7% → 50.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 38.74% | ÷1.046 | ×1.350 | — | — | 50.01% |
| BB% (unintentional) /PA | 12.91% | ÷0.953 | ×0.710 | — | ×0.998 | 9.60% |
| HBP% /PA | 0.33% | — | ×0.810 | — | ×0.998 | 0.27% |
| Singles /BIP | 20.83% | ÷1.018 | ×0.910 | ×0.963 | ×0.998 | 17.89% |
| Doubles /BIP | 9.03% | ÷1.040 | ×0.830 | ×0.963 | ×0.998 | 6.92% |
| Triples /BIP | 0.69% | ÷1.023 | ×0.820 | ×0.963 | ×0.998 | 0.53% |
| Home runs /BIP | 10.42% | ÷1.012 | ×0.830 | — | ×0.998 | 8.52% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 104, 2B 108, 3B 105, K 109, BB 91 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.963.
Result: wOBA .338 → .239; ISO .230 → .156; BABIP .338 → .275. 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 A+Everett AquaSox · 423 PAwOBA .302 → .209 (−93)K% 32.9% → 44.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.86% | ÷1.007 | ×1.350 | — | — | 44.04% |
| BB% (unintentional) /PA | 10.40% | ÷1.039 | ×0.710 | — | ×1.012 | 7.20% |
| HBP% /PA | 0.71% | — | ×0.810 | — | ×1.012 | 0.58% |
| Singles /BIP | 20.85% | ÷1.021 | ×0.910 | ×0.960 | ×1.012 | 18.06% |
| Doubles /BIP | 7.66% | ÷1.048 | ×0.830 | ×0.960 | ×1.012 | 5.90% |
| Triples /BIP | 0.85% | ÷0.900 | ×0.820 | ×0.960 | ×1.012 | 0.75% |
| Home runs /BIP | 5.53% | ÷1.237 | ×0.830 | — | ×1.012 | 3.76% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 104, 2B 110, 3B 80, K 101, BB 108 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.960.
Result: wOBA .302 → .209; ISO .163 → .102; BABIP .308 → .254. 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 AModesto Nuts · 168 PAwOBA .389 → .311 (−77)K% 21.4% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.43% | ÷1.019 | ×1.360 | — | — | 28.60% |
| BB% (unintentional) /PA | 7.74% | ÷1.010 | ×0.690 | — | ×1.015 | 5.36% |
| HBP% /PA | 1.19% | — | ×0.780 | — | ×1.015 | 0.94% |
| Singles /BIP | 24.56% | ÷1.020 | ×0.920 | ×0.950 | ×1.015 | 21.36% |
| Doubles /BIP | 14.04% | ÷1.014 | ×0.830 | ×0.950 | ×1.015 | 11.08% |
| Triples /BIP | 1.75% | ÷0.903 | ×0.910 | ×0.950 | ×1.015 | 1.71% |
| Home runs /BIP | 2.63% | ÷0.861 | ×0.800 | — | ×1.015 | 2.48% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 72, 1B 104, 2B 103, 3B 81, K 104, BB 102 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .389 → .311; ISO .193 → .160; BABIP .404 → .341. 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).