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| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2018 | 23 | ATB | 243 | .290/.364/.438 | 3 | 5 | 78 | — | .238/.298/.350 |
| 2021 | 26 | A+TEX | 272 | .291/.383/.513 | 13 | 4 | 86 | — | .219/.297/.393 |
| 2022 | 27 | AATEX | 258 | .244/.306/.521 | 17 | 2 | 78 | — | .200/.247/.421 |
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) | |||||||||||||||||||||||||||||||
| 2017 | 22 | ROK | Princeton Rays | — | 255 | 217 | 62 | 18 | 3 | 10 | 29 | 48 | 8 | 5 | 1 | 286 | 390 | 535 | 924 | 249 | 325 | 19 | 11 | 404 | 80 | — | — | — | — | — | — |
| 2018 | 23 | A | Bowling Green Hot Rods | — | 243 | 217 | 63 | 17 | 3 | 3 | 18 | 42 | 7 | 5 | 3 | 290 | 364 | 438 | 801 | 147 | 347 | 17 | 7 | 357 | 78 | — | — | — | — | — | — |
| 2021 | 26 | A+ | Hickory Crawdads | — | 272 | 234 | 68 | 13 | 0 | 13 | 24 | 68 | 11 | 4 | 3 | 291 | 383 | 513 | 896 | 222 | 355 | 25 | 9 | 392 | 86 | — | — | — | — | — | — |
| 2022 | 27 | AA | Frisco RoughRiders | — | 258 | 234 | 57 | 14 | 0 | 17 | 18 | 63 | 3 | 2 | 3 | 244 | 306 | 521 | 827 | 278 | 256 | 24 | 7 | 355 | 78 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 22 | ROK MLE | Princeton Rays | — | 255 | 228 | 48 | 13 | 2 | 8 | 18 | 68 | 8 | 5 | 1 | 211 | 291 | 390 | 682 | 180 | 255 | 27 | 7 | 287 | 80 | — | — | — | — | — | — |
| 2018 | 23 | A MLE | Bowling Green Hot Rods | — | 243 | 223 | 53 | 13 | 3 | 2 | 12 | 57 | 7 | 5 | 3 | 238 | 298 | 350 | 647 | 112 | 306 | 23 | 5 | 283 | 78 | — | — | — | — | — | — |
| 2021 | 26 | A+ MLE | Hickory Crawdads | — | 272 | 242 | 53 | 9 | 0 | 11 | 16 | 93 | 11 | 4 | 3 | 219 | 297 | 393 | 690 | 174 | 288 | 34 | 6 | 296 | 86 | — | — | — | — | — | — |
| 2022 | 27 | AA MLE | Frisco RoughRiders | — | 258 | 240 | 48 | 11 | 0 | 14 | 12 | 76 | 3 | 2 | 3 | 200 | 247 | 421 | 668 | 221 | 218 | 29 | 5 | 283 | 78 | — | — | — | — | — | — |
| 2017 | 22 | ROK MLE | Princeton Rays | — | 255 | 228 | 48 | 13 | 2 | 8 | 18 | 68 | 8 | 5 | 1 | 211 | 291 | 390 | 682 | 180 | 261 | 27 | 7 | 287 | 80 | — | — | — | — | — | — |
| 2017 | 22 | ROK RAW | Princeton Rays | — | 255 | 217 | 62 | 18 | 3 | 10 | 29 | 48 | 8 | 5 | 1 | 286 | 390 | 535 | 924 | 249 | 325 | 19 | 11 | 404 | 80 | — | — | — | — | — | — |
| 2018 | 23 | A MLE | Bowling Green Hot Rods | — | 243 | 223 | 53 | 13 | 3 | 2 | 12 | 57 | 7 | 5 | 3 | 238 | 298 | 350 | 647 | 112 | 309 | 23 | 5 | 283 | 78 | — | — | — | — | — | — |
| 2018 | 23 | A RAW | Bowling Green Hot Rods | — | 243 | 217 | 63 | 17 | 3 | 3 | 18 | 42 | 7 | 5 | 3 | 290 | 364 | 438 | 801 | 147 | 347 | 17 | 7 | 357 | 78 | — | — | — | — | — | — |
| 2021 | 26 | A+ MLE | Hickory Crawdads | — | 272 | 242 | 53 | 9 | 0 | 11 | 16 | 93 | 11 | 4 | 3 | 219 | 297 | 393 | 690 | 174 | 300 | 34 | 6 | 296 | 86 | — | — | — | — | — | — |
| 2021 | 26 | A+ RAW | Hickory Crawdads | — | 272 | 234 | 68 | 13 | 0 | 13 | 24 | 68 | 11 | 4 | 3 | 291 | 383 | 513 | 896 | 222 | 355 | 25 | 9 | 392 | 86 | — | — | — | — | — | — |
| 2022 | 27 | AA MLE | Frisco RoughRiders | — | 258 | 240 | 48 | 11 | 0 | 14 | 12 | 76 | 3 | 2 | 3 | 200 | 247 | 421 | 668 | 221 | 224 | 29 | 5 | 283 | 78 | — | — | — | — | — | — |
| 2022 | 27 | AA RAW | Frisco RoughRiders | — | 258 | 234 | 57 | 14 | 0 | 17 | 18 | 63 | 3 | 2 | 3 | 244 | 306 | 521 | 827 | 278 | 256 | 24 | 7 | 355 | 78 | — | — | — | — | — | — |
| 2017 | 22 | ROK MLE | Princeton Rays | — | 255 | 227 | 48 | 13 | 2 | 8 | 18 | 68 | 8 | 5 | 1 | 211 | 291 | 392 | 683 | 181 | 255 | 27 | 7 | 287 | 80 | — | — | — | — | — | — |
| 2018 | 23 | A MLE | Bowling Green Hot Rods | — | 243 | 222 | 53 | 13 | 3 | 2 | 12 | 57 | 7 | 5 | 3 | 239 | 298 | 351 | 649 | 113 | 306 | 23 | 5 | 283 | 78 | — | — | — | — | — | — |
| 2021 | 26 | A+ MLE | Hickory Crawdads | — | 272 | 243 | 53 | 9 | 0 | 11 | 16 | 93 | 11 | 4 | 3 | 218 | 297 | 391 | 688 | 173 | 288 | 34 | 6 | 296 | 86 | — | — | — | — | — | — |
| 2022 | 27 | AA MLE | Frisco RoughRiders | — | 258 | 241 | 48 | 11 | 0 | 14 | 12 | 76 | 3 | 2 | 3 | 199 | 247 | 419 | 666 | 220 | 218 | 29 | 5 | 283 | 78 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1028 | 933 | 202 | 46 | 5 | 35 | 58 | 294 | 29 | 16 | 10 | 217 | 283 | 389 | 672 | 173 | 274 | 29 | 6 | 287 | 81 | -24 | -1 | +0 | +4 | +22 | 0.2 | |
| / 162G | — | MLE | — | 650 | 590 | 127 | 29 | 3 | 22 | 37 | 186 | 18 | 10 | 6 | 215 | 282 | 386 | 669 | 171 | 272 | 29 | 6 | 287 | 81 | -15 | -0 | +0 | +2 | +14 | 0.1 | |
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 AAFrisco RoughRiders · 258 PAwOBA .348 → .283 (−64)K% 24.4% → 29.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.42% | ÷1.010 | ×1.220 | — | — | 29.50% |
| BB% (unintentional) /PA | 6.98% | ÷1.012 | ×0.700 | — | ×0.978 | 4.72% |
| HBP% /PA | 1.16% | — | ×0.870 | — | ×0.978 | 0.99% |
| Singles /BIP | 15.20% | ÷1.003 | ×0.920 | ×1.004 | ×0.978 | 13.69% |
| Doubles /BIP | 8.19% | ÷1.030 | ×0.840 | ×1.004 | ×0.978 | 6.56% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×1.004 | ×0.978 | 0.00% |
| Home runs /BIP | 9.94% | ÷0.915 | ×0.800 | — | ×0.978 | 8.50% |
Factors used: league row TL. Park (home-season share, regressed): HR 83, 1B 101, 2B 106, 3B 80, K 102, BB 102 — 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 ×1.004.
Result: wOBA .348 → .283; ISO .278 → .229; BABIP .256 → .218. 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+Hickory Crawdads · 272 PAwOBA .383 → .296 (−87)K% 25.0% → 34.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷0.990 | ×1.350 | — | — | 34.08% |
| BB% (unintentional) /PA | 8.46% | ÷0.964 | ×0.710 | — | ×0.968 | 6.03% |
| HBP% /PA | 4.04% | — | ×0.810 | — | ×0.968 | 3.17% |
| Singles /BIP | 25.30% | ÷1.024 | ×0.910 | ×0.983 | ×0.968 | 21.40% |
| Doubles /BIP | 7.83% | ÷1.091 | ×0.830 | ×0.983 | ×0.968 | 5.67% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.820 | ×0.983 | ×0.968 | 0.00% |
| Home runs /BIP | 7.83% | ÷0.881 | ×0.830 | — | ×0.968 | 7.14% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 76, 1B 105, 2B 118, 3B 80, K 98, BB 93 — 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 ×0.983.
Result: wOBA .383 → .296; ISO .222 → .179; BABIP .355 → .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).
2018 ABowling Green Hot Rods · 243 PAwOBA .349 → .283 (−66)K% 17.3% → 23.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.28% | ÷1.000 | ×1.360 | — | — | 23.52% |
| BB% (unintentional) /PA | 7.41% | ÷0.991 | ×0.690 | — | ×0.990 | 5.11% |
| HBP% /PA | 2.88% | — | ×0.780 | — | ×0.990 | 2.22% |
| Singles /BIP | 22.86% | ÷1.004 | ×0.920 | ×1.014 | ×0.990 | 21.02% |
| Doubles /BIP | 9.71% | ÷1.057 | ×0.830 | ×1.014 | ×0.990 | 7.66% |
| Triples /BIP | 1.71% | ÷0.900 | ×0.910 | ×1.014 | ×0.990 | 1.74% |
| Home runs /BIP | 1.71% | ÷1.037 | ×0.800 | — | ×0.990 | 1.31% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 107, 1B 101, 2B 111, 3B 80, K 100, BB 98 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.014.
Result: wOBA .349 → .283; ISO .147 → .117; BABIP .347 → .306. 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).
2017 ROKPrinceton Rays · 255 PAwOBA .395 → .287 (−108)K% 18.8% → 26.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.82% | ÷1.000 | ×1.420 | — | — | 26.73% |
| BB% (unintentional) /PA | 11.37% | ÷1.000 | ×0.640 | — | ×0.975 | 7.10% |
| HBP% /PA | 3.14% | — | ×0.740 | — | ×0.975 | 2.26% |
| Singles /BIP | 18.34% | ÷1.000 | ×0.840 | ×1.019 | ×0.975 | 15.31% |
| Doubles /BIP | 10.65% | ÷1.000 | ×0.740 | ×1.019 | ×0.975 | 7.83% |
| Triples /BIP | 1.78% | ÷1.000 | ×0.740 | ×1.019 | ×0.975 | 1.30% |
| Home runs /BIP | 5.92% | ÷1.000 | ×0.800 | — | ×0.975 | 4.62% |
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 ×1.019.
Result: wOBA .395 → .287; ISO .249 → .182; BABIP .325 → .255. 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).