ByungHo Park
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2016 | 30 | AAAWSH | 128 | .224/.297/.526 | 10 | 0 | 77 | — | .178/.242/.407 | |
| 2016 | 30 | MLBMIN | 244 | .191/.278/.409 | 12 | 1 | 90 | -0.2 | ||
| 2017 | 31 | AAAWSH | 455 | .253/.309/.415 | 14 | 0 | 55 | — | .205/.245/.328 | |
| 2018 | 32 | No MLB games played | ||||||||
| 2019 | 33 | No MLB games played | ||||||||
| 2020 | 34 | No MLB games played | ||||||||
| 2021 | 35 | No MLB games played | ||||||||
| 2022 | 36 | No MLB games played | ||||||||
| 2023 | 37 | No MLB games played | ||||||||
| 2024 | 38 | No MLB games played | ||||||||
| 2025 | 39 | No MLB games played | ||||||||
| 2026 | 40 | No MLB games played | ||||||||
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) | |||||||||||||||||||||||||||||||
| 2016 | 30 | MLB | Minnesota Twins | — | 244 | 215 | 41 | 9 | 1 | 12 | 21 | 80 | 5 | 1 | 0 | 191 | 278 | 409 | 687 | 219 | 230 | 33 | 9 | 302 | 90 | -3 | +0 | +2 | -7 | +5 | -0.2 |
| 2016 | 30 | AAA | Rochester Red Wings | — | 128 | 116 | 26 | 5 | 0 | 10 | 6 | 32 | 6 | 0 | 0 | 224 | 297 | 526 | 823 | 302 | 216 | 25 | 5 | 358 | 77 | — | — | — | — | — | — |
| 2017 | 31 | AAA | Rochester Red Wings | — | 455 | 419 | 106 | 22 | 2 | 14 | 28 | 130 | 6 | 0 | 0 | 253 | 309 | 415 | 724 | 162 | 332 | 29 | 6 | 321 | 55 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 244 | 215 | 41 | 9 | 1 | 12 | 21 | 80 | 5 | 1 | 0 | 191 | 278 | 409 | 687 | 219 | 230 | 33 | 9 | 302 | 90 | -3 | +0 | +2 | -7 | +5 | -0.2 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 30 | MLB MLE | Minnesota Twins | — | 244 | 215 | 41 | 9 | 1 | 12 | 21 | 80 | 5 | 1 | 0 | 191 | 278 | 409 | 687 | 219 | 230 | 33 | 9 | 301 | 90 | -3 | +0 | +2 | -7 | +5 | -0.2 |
| 2016 | 30 | AAA MLE | Rochester Red Wings | — | 128 | 118 | 21 | 3 | 0 | 8 | 4 | 38 | 6 | 0 | 0 | 178 | 242 | 407 | 649 | 229 | 183 | 30 | 3 | 282 | 77 | — | — | — | — | — | — |
| 2017 | 31 | AAA MLE | Rochester Red Wings | — | 455 | 430 | 88 | 16 | 2 | 11 | 17 | 157 | 6 | 0 | 0 | 205 | 245 | 328 | 573 | 123 | 288 | 35 | 4 | 249 | 55 | — | — | — | — | — | — |
| 2016 | 30 | MLB MLE | 2 teams | — | 372 | 333 | 62 | 12 | 1 | 20 | 25 | 118 | 11 | 1 | 0 | 186 | 266 | 408 | 674 | 222 | 212 | 32 | 7 | 295 | 86 | -6 | +0 | +2 | -7 | +8 | -0.3 |
| 2016 | 30 | MLB RAW | 2 teams | — | 372 | 331 | 67 | 14 | 1 | 22 | 27 | 112 | 11 | 1 | 0 | 202 | 285 | 450 | 735 | 248 | 225 | 30 | 7 | 321 | 86 | -6 | +0 | +2 | -7 | +8 | -0.3 |
| 2017 | 31 | AAA MLE | Rochester Red Wings | — | 455 | 430 | 88 | 16 | 2 | 11 | 17 | 157 | 6 | 0 | 0 | 205 | 245 | 328 | 573 | 123 | 292 | 35 | 4 | 249 | 55 | — | — | — | — | — | — |
| 2017 | 31 | AAA RAW | Rochester Red Wings | — | 455 | 419 | 106 | 22 | 2 | 14 | 28 | 130 | 6 | 0 | 0 | 253 | 309 | 415 | 724 | 162 | 332 | 29 | 6 | 321 | 55 | — | — | — | — | — | — |
| 2016 | 30 | MLB MLE | 2 teams | — | 372 | 333 | 62 | 12 | 1 | 20 | 25 | 118 | 11 | 1 | 0 | 186 | 266 | 408 | 674 | 222 | 214 | 32 | 7 | 295 | 86 | — | — | — | — | — | — |
| 2017 | 31 | AAA MLE | Rochester Red Wings | — | 455 | 429 | 88 | 16 | 2 | 11 | 17 | 157 | 6 | 0 | 0 | 205 | 245 | 329 | 574 | 124 | 288 | 35 | 4 | 249 | 55 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 244 | 215 | 41 | 9 | 1 | 12 | 21 | 80 | 5 | 1 | 0 | 191 | 278 | 409 | 687 | 219 | 230 | 33 | 9 | 302 | 69 | -3 | +0 | +2 | -7 | +5 | -0.2 | |
| / 162G | — | A+C | — | 650 | 573 | 110 | 24 | 3 | 32 | 56 | 213 | 13 | 3 | 0 | 192 | 279 | 412 | 691 | 220 | 232 | 33 | 9 | 302 | 69 | -7 | +1 | +5 | -18 | +14 | -0.6 | |
| Career | — | MLE | — | 827 | 763 | 150 | 28 | 3 | 31 | 42 | 275 | 17 | 1 | 0 | 197 | 254 | 363 | 617 | 166 | 258 | 33 | 5 | 270 | 69 | -3 | +0 | +2 | -7 | +5 | -0.2 | |
| / 162G | — | MLE | — | 650 | 600 | 117 | 22 | 2 | 24 | 33 | 216 | 13 | 1 | 0 | 195 | 252 | 358 | 611 | 163 | 255 | 33 | 5 | 270 | 69 | -7 | +1 | +5 | -18 | +14 | -0.6 | |
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 AAARochester Red Wings · 455 PAwOBA .314 → .249 (−64)K% 28.6% → 34.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.57% | ÷0.997 | ×1.200 | — | — | 34.39% |
| BB% (unintentional) /PA | 6.15% | ÷1.080 | ×0.690 | — | ×0.962 | 3.78% |
| HBP% /PA | 1.32% | — | ×0.940 | — | ×0.962 | 1.19% |
| Singles /BIP | 23.53% | ÷1.019 | ×0.930 | ×1.036 | ×0.962 | 21.40% |
| Doubles /BIP | 7.61% | ÷1.085 | ×0.830 | ×1.036 | ×0.962 | 5.80% |
| Triples /BIP | 0.69% | ÷1.085 | ×0.970 | ×1.036 | ×0.962 | 0.62% |
| Home runs /BIP | 4.84% | ÷0.956 | ×0.840 | — | ×0.962 | 4.10% |
Factors used: league row IL. Park (home-season share, regressed): HR 91, 1B 104, 2B 117, 3B 117, K 99, BB 116 — applied at half strength. Age: age 31 vs a level average of 27.2 → −3.8% on BB/HBP/hit rates (3.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.036.
Result: wOBA .314 → .249; ISO .162 → .127; BABIP .332 → .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).
2016 AAARochester Red Wings · 128 PAwOBA .347 → .282 (−65)K% 25.0% → 29.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷1.007 | ×1.200 | — | — | 29.78% |
| BB% (unintentional) /PA | 4.69% | ÷0.968 | ×0.690 | — | ×0.972 | 3.25% |
| HBP% /PA | 4.69% | — | ×0.940 | — | ×0.972 | 4.28% |
| Singles /BIP | 13.10% | ÷0.953 | ×0.930 | ×1.007 | ×0.972 | 12.51% |
| Doubles /BIP | 5.95% | ÷1.224 | ×0.830 | ×1.007 | ×0.972 | 3.95% |
| Triples /BIP | 0.00% | ÷0.971 | ×0.970 | ×1.007 | ×0.972 | 0.00% |
| Home runs /BIP | 11.90% | ÷0.951 | ×0.840 | — | ×0.972 | 10.22% |
Factors used: league row IL. Park (home-season share, regressed): HR 90, 1B 90, 2B 145, 3B 94, K 101, BB 94 — applied at half strength. Age: age 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.007.
Result: wOBA .347 → .282; ISO .302 → .239; BABIP .216 → .183. 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).