Michael James
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2019 | 17 | ROKCOL | 241 | .245/.335/.399 | 5 | 14 | 22 | — | .140/.216/.209 |
| 2021 | 19 | ROKCOL | 95 | .148/.266/.259 | 3 | 3 | -12 | — | .084/.191/.120 |
| 2022 | 20 | ROKCOL | 155 | .288/.444/.441 | 3 | 10 | 61 | — | .180/.305/.258 |
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 | 17 | ROK | DSL Rockies | — | 241 | 208 | 51 | 13 | 2 | 5 | 23 | 57 | 5 | 14 | 5 | 245 | 335 | 399 | 734 | 154 | 307 | 24 | 10 | 324 | 22 | — | — | — | — | — | — |
| 2021 | 19 | ROK | DSL Rockies | — | 95 | 81 | 12 | 0 | 0 | 3 | 8 | 32 | 5 | 3 | 2 | 148 | 266 | 259 | 525 | 111 | 191 | 34 | 8 | 249 | -12 | — | — | — | — | — | — |
| 2022 | 20 | ROK | DSL Rockies | — | 155 | 118 | 34 | 7 | 1 | 3 | 29 | 33 | 4 | 10 | 5 | 288 | 444 | 441 | 884 | 153 | 365 | 21 | 19 | 392 | 61 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 17 | ROK MLE | DSL Rockies | — | 241 | 215 | 30 | 7 | 1 | 2 | 16 | 70 | 5 | 14 | 5 | 140 | 216 | 209 | 425 | 70 | 189 | 29 | 7 | 200 | 22 | — | — | — | — | — | — |
| 2021 | 19 | ROK MLE | DSL Rockies | — | 95 | 83 | 7 | 0 | 0 | 1 | 6 | 37 | 5 | 3 | 2 | 84 | 191 | 120 | 312 | 36 | 120 | 39 | 6 | 151 | -12 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | DSL Rockies | — | 155 | 128 | 23 | 5 | 1 | 1 | 19 | 38 | 4 | 10 | 5 | 180 | 305 | 258 | 562 | 78 | 223 | 25 | 12 | 259 | 61 | — | — | — | — | — | — |
| 2019 | 17 | ROK MLE | DSL Rockies | — | 241 | 215 | 30 | 7 | 1 | 2 | 16 | 70 | 5 | 14 | 5 | 140 | 216 | 209 | 425 | 70 | 190 | 29 | 7 | 200 | 22 | — | — | — | — | — | — |
| 2019 | 17 | ROK RAW | DSL Rockies | — | 241 | 208 | 51 | 13 | 2 | 5 | 23 | 57 | 5 | 14 | 5 | 245 | 335 | 399 | 734 | 154 | 307 | 24 | 10 | 324 | 22 | — | — | — | — | — | — |
| 2021 | 19 | ROK MLE | DSL Rockies | — | 95 | 83 | 7 | 0 | 0 | 1 | 6 | 37 | 5 | 3 | 2 | 84 | 191 | 120 | 312 | 36 | 130 | 39 | 6 | 151 | -12 | — | — | — | — | — | — |
| 2021 | 19 | ROK RAW | DSL Rockies | — | 95 | 81 | 12 | 0 | 0 | 3 | 8 | 32 | 5 | 3 | 2 | 148 | 266 | 259 | 525 | 111 | 191 | 34 | 8 | 249 | -12 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | DSL Rockies | — | 155 | 128 | 23 | 5 | 1 | 1 | 19 | 38 | 4 | 10 | 5 | 180 | 305 | 258 | 562 | 78 | 239 | 25 | 12 | 259 | 61 | — | — | — | — | — | — |
| 2022 | 20 | ROK RAW | DSL Rockies | — | 155 | 118 | 34 | 7 | 1 | 3 | 29 | 33 | 4 | 10 | 5 | 288 | 444 | 441 | 884 | 153 | 365 | 21 | 19 | 392 | 61 | — | — | — | — | — | — |
| 2019 | 17 | ROK MLE | DSL Rockies | — | 241 | 218 | 30 | 7 | 1 | 2 | 16 | 70 | 5 | 14 | 5 | 138 | 216 | 206 | 423 | 69 | 189 | 29 | 7 | 200 | 22 | — | — | — | — | — | — |
| 2021 | 19 | ROK MLE | DSL Rockies | — | 95 | 84 | 7 | 0 | 0 | 1 | 6 | 37 | 5 | 3 | 2 | 83 | 191 | 119 | 311 | 36 | 120 | 39 | 6 | 151 | -12 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | DSL Rockies | — | 155 | 131 | 23 | 5 | 1 | 1 | 19 | 38 | 4 | 10 | 5 | 176 | 305 | 252 | 557 | 76 | 223 | 25 | 12 | 259 | 61 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 491 | 426 | 60 | 12 | 2 | 4 | 41 | 145 | 14 | 27 | 12 | 141 | 239 | 207 | 446 | 66 | 196 | 30 | 8 | 209 | 28 | -42 | +1 | +0 | +5 | +11 | -2.6 | |
| / 162G | — | MLE | — | 650 | 564 | 80 | 16 | 3 | 5 | 54 | 192 | 19 | 36 | 16 | 142 | 241 | 207 | 448 | 66 | 198 | 30 | 8 | 209 | 28 | -56 | +1 | +0 | +7 | +14 | -3.5 | |
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 DSLDSL Rockies · 155 PAwOBA .387 → .259 (−128)K% 21.3% → 24.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.29% | ÷1.070 | ×1.220 | — | — | 24.28% |
| BB% (unintentional) /PA | 17.42% | ÷0.968 | ×0.700 | — | ×0.975 | 12.28% |
| HBP% /PA | 2.58% | — | ×0.700 | — | ×0.975 | 1.76% |
| Singles /BIP | 27.06% | ÷1.043 | ×0.680 | ×0.994 | ×0.975 | 17.11% |
| Doubles /BIP | 8.24% | ÷0.990 | ×0.600 | ×0.994 | ×0.975 | 4.84% |
| Triples /BIP | 1.18% | ÷0.900 | ×0.600 | ×0.994 | ×0.975 | 0.76% |
| Home runs /BIP | 3.53% | ÷1.233 | ×0.470 | — | ×0.975 | 1.31% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 109, 2B 98, 3B 80, K 114, BB 94 — applied at half strength. Age: age 21 vs a level average of 18.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.994.
Result: wOBA .387 → .259; ISO .153 → .083; BABIP .365 → .223. 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 DSLDSL Rockies · 95 PAwOBA .245 → .151 (−95)K% 33.7% → 38.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 33.68% | ÷1.055 | ×1.220 | — | — | 38.94% |
| BB% (unintentional) /PA | 8.42% | ÷0.951 | ×0.700 | — | ×0.985 | 6.11% |
| HBP% /PA | 5.26% | — | ×0.700 | — | ×0.985 | 3.63% |
| Singles /BIP | 18.37% | ÷1.033 | ×0.680 | ×1.002 | ×0.985 | 11.93% |
| Doubles /BIP | 0.00% | ÷0.968 | ×0.600 | ×1.002 | ×0.985 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.600 | ×1.002 | ×0.985 | 0.00% |
| Home runs /BIP | 6.12% | ÷1.078 | ×0.470 | — | ×0.985 | 2.63% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 116, 1B 107, 2B 94, 3B 80, K 111, BB 90 — applied at half strength. Age: age 20 vs a level average of 18.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.002.
Result: wOBA .245 → .151; ISO .111 → .047; BABIP .191 → .120. 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 DSLDSL Rockies · 241 PAwOBA .321 → .200 (−121)K% 23.7% → 28.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.65% | ÷1.000 | ×1.220 | — | — | 28.85% |
| BB% (unintentional) /PA | 9.54% | ÷1.000 | ×0.700 | — | ×1.008 | 6.73% |
| HBP% /PA | 2.07% | — | ×0.700 | — | ×1.008 | 1.46% |
| Singles /BIP | 20.53% | ÷1.000 | ×0.680 | ×0.950 | ×1.008 | 13.36% |
| Doubles /BIP | 8.61% | ÷1.000 | ×0.600 | ×0.950 | ×1.008 | 4.94% |
| Triples /BIP | 1.32% | ÷1.000 | ×0.600 | ×0.950 | ×1.008 | 0.76% |
| Home runs /BIP | 3.31% | ÷1.000 | ×0.470 | — | ×1.008 | 1.57% |
Factors used: level-wide DSL 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 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .321 → .200; ISO .154 → .081; BABIP .307 → .189. 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).