Josh Adamczewski
LF Biloxi Shuckers| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 19 | A/ROK2 orgs | 183 | .322/.459/.486 | 3 | 8 | 97 | — | .247/.350/.374 |
| 2025 | 20 | A+/A/ROK/INTL3 orgs | 390 | .311/.426/.500 | 9 | 11 | 124 | — | .272/.358/.389 |
| 2026 | 21 | AA/A+MIL | 494 | .300/.420/.509 | 18 | 18 | 118 | — | .264/.357/.442 |
| 2027PROJMLE | 22 | MLBMIL | 4 | .243/.335/.397 | 0 | 0 | 109 | 0.0 | |
| 2028PROJ49% MLB | 23 | MLBMIL | 220 | .247/.338/.409 | 7 | 5 | 113 | 0.5 | |
| 2029PROJ65% MLB | 24 | MLBMIL | 319 | .249/.339/.415 | 10 | 7 | 115 | 0.8 |
Contract
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) | |||||||||||||||||||||||||||||||
| 2024 | 19 | A | Carolina Mudcats | — | 41 | 33 | 9 | 5 | 0 | 1 | 7 | 10 | 1 | 0 | 0 | 273 | 415 | 515 | 930 | 242 | 364 | 24 | 17 | 411 | 102 | — | — | — | — | — | — |
| 2024 | 19 | ROK | ACL Brewers | — | 142 | 113 | 38 | 10 | 0 | 2 | 26 | 26 | 3 | 8 | 3 | 336 | 472 | 478 | 950 | 142 | 424 | 18 | 18 | 429 | 96 | — | — | — | — | — | — |
| 2025 | 20 | A+ | Wisconsin Timber Rattlers | — | 65 | 56 | 11 | 3 | 0 | 0 | 8 | 11 | 0 | 3 | 0 | 196 | 297 | 250 | 547 | 54 | 239 | 17 | 12 | 257 | 31 | — | — | — | — | — | — |
| 2025 | 20 | A | Carolina Mudcats | — | 206 | 167 | 60 | 12 | 4 | 5 | 29 | 37 | 5 | 4 | 0 | 359 | 465 | 569 | 1.034 | 210 | 426 | 18 | 14 | 444 | 144 | — | — | — | — | — | — |
| 2025 | 20 | ROK | ACL Brewers | — | 37 | 30 | 10 | 3 | 1 | 0 | 6 | 5 | 0 | 0 | 1 | 333 | 444 | 500 | 944 | 167 | 385 | 14 | 16 | 408 | 84 | — | — | — | — | — | — |
| 2025 | 20 | INTL | Surprise Saguaros | — | 82 | 65 | 18 | 5 | 0 | 4 | 15 | 17 | 1 | 4 | 1 | 277 | 420 | 538 | 958 | 262 | 311 | 21 | 18 | 416 | 167 | — | — | — | — | — | — |
| 2026 | 21 | AA | Biloxi Shuckers | — | 283 | 241 | 67 | 16 | 1 | 9 | 37 | 55 | 4 | 8 | 1 | 278 | 383 | 465 | 848 | 187 | 326 | 19 | 13 | 377 | 101 | — | — | — | — | — | — |
| 2026 | 21 | A+ | Wisconsin Timber Rattlers | — | 211 | 166 | 55 | 11 | 1 | 9 | 41 | 40 | 2 | 10 | 1 | 331 | 469 | 572 | 1.041 | 241 | 387 | 19 | 19 | 452 | 141 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2024 | 19 | A MLE | Carolina Mudcats | — | 41 | 35 | 8 | 4 | 0 | 1 | 5 | 13 | 1 | 0 | 0 | 229 | 341 | 429 | 770 | 200 | 324 | 32 | 12 | 319 | 102 | — | — | — | — | — | — |
| 2024 | 19 | ROK MLE | ACL Brewers | — | 142 | 123 | 31 | 7 | 0 | 2 | 16 | 37 | 3 | 8 | 3 | 252 | 352 | 358 | 710 | 106 | 342 | 26 | 11 | 310 | 96 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | Wisconsin Timber Rattlers | — | 65 | 58 | 9 | 2 | 0 | 0 | 6 | 15 | 0 | 3 | 0 | 155 | 234 | 190 | 424 | 34 | 216 | 23 | 9 | 214 | 31 | — | — | — | — | — | — |
| 2025 | 20 | A MLE | Carolina Mudcats | — | 206 | 176 | 55 | 10 | 3 | 3 | 21 | 49 | 5 | 4 | 0 | 312 | 401 | 455 | 856 | 142 | 399 | 24 | 10 | 381 | 144 | — | — | — | — | — | — |
| 2025 | 20 | ROK MLE | ACL Brewers | — | 37 | 32 | 8 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 1 | 250 | 333 | 375 | 708 | 125 | 285 | 19 | 11 | 293 | 84 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | Biloxi Shuckers | — | 283 | 252 | 62 | 15 | 1 | 8 | 26 | 67 | 4 | 8 | 1 | 246 | 326 | 409 | 735 | 163 | 301 | 24 | 9 | 317 | 101 | — | — | — | — | — | — |
| 2026 | 21 | A+ MLE | Wisconsin Timber Rattlers | — | 211 | 177 | 51 | 9 | 1 | 8 | 30 | 51 | 2 | 10 | 1 | 288 | 397 | 486 | 883 | 198 | 348 | 24 | 14 | 376 | 141 | — | — | — | — | — | — |
| 2024 | 19 | ROK MLE | 2 teams | — | 183 | 158 | 38 | 11 | 0 | 2 | 21 | 51 | 4 | 8 | 3 | 241 | 344 | 348 | 692 | 108 | 343 | 28 | 11 | 312 | 97 | — | — | — | — | — | — |
| 2024 | 19 | ROK RAW | 2 teams | — | 183 | 146 | 47 | 15 | 0 | 3 | 33 | 36 | 4 | 8 | 3 | 322 | 459 | 486 | 945 | 164 | 411 | 20 | 18 | 425 | 97 | — | — | — | — | — | — |
| 2025 | 20 | A MLE | 4 teams | — | 390 | 338 | 93 | 19 | 5 | 4 | 39 | 90 | 6 | 11 | 2 | 275 | 360 | 396 | 757 | 121 | 355 | 23 | 10 | 335 | 113 | — | — | — | — | — | — |
| 2025 | 20 | A RAW | 4 teams | — | 390 | 318 | 99 | 23 | 5 | 9 | 58 | 70 | 6 | 11 | 2 | 311 | 426 | 500 | 926 | 189 | 366 | 18 | 15 | 403 | 113 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | 2 teams | — | 494 | 429 | 112 | 24 | 2 | 15 | 56 | 118 | 6 | 18 | 2 | 261 | 354 | 431 | 786 | 170 | 324 | 24 | 11 | 342 | 118 | — | — | — | — | — | — |
| 2026 | 21 | AA RAW | 2 teams | — | 494 | 407 | 122 | 27 | 2 | 18 | 78 | 95 | 6 | 18 | 2 | 300 | 420 | 509 | 928 | 209 | 350 | 19 | 16 | 409 | 118 | — | — | — | — | — | — |
| 2024 | 19 | ROK MLE | 2 teams | — | 183 | 156 | 38 | 11 | 0 | 2 | 21 | 51 | 4 | 8 | 3 | 244 | 344 | 353 | 697 | 109 | 338 | 28 | 11 | 312 | 97 | — | — | — | — | — | — |
| 2025 | 20 | A MLE | 4 teams | — | 390 | 342 | 93 | 19 | 5 | 4 | 39 | 90 | 6 | 11 | 2 | 272 | 360 | 392 | 752 | 120 | 347 | 23 | 10 | 335 | 113 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | 2 teams | — | 494 | 429 | 112 | 24 | 2 | 15 | 56 | 118 | 6 | 18 | 2 | 261 | 354 | 431 | 786 | 170 | 321 | 24 | 11 | 342 | 118 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 19 | ROK MLE | 2 teams | — | 183 | 156 | 38 | 11 | 0 | 2 | 21 | 51 | 4 | 8 | 3 | 244 | 344 | 353 | 697 | 109 | 338 | 28 | 11 | 312 | 97 | — | — | — | — | — | — |
| 2025 | 20 | A MLE | 4 teams | — | 390 | 342 | 93 | 19 | 5 | 4 | 39 | 90 | 6 | 11 | 2 | 272 | 360 | 392 | 752 | 120 | 347 | 23 | 10 | 335 | 113 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | 2 teams | — | 494 | 429 | 112 | 24 | 2 | 15 | 56 | 118 | 6 | 18 | 2 | 261 | 354 | 431 | 786 | 170 | 321 | 24 | 11 | 342 | 118 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB MLE | MIL | 2% | 572 | 498 | 123 | 26 | 3 | 15 | 63 | 127 | 6 | 12 | 2 | 246 | 337 | 399 | 736 | 153 | 297 | 22 | 11 | 330 | 109 | +6 | +2 | -4 | -6 | +12 | 0.9 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB CTX | MIL | 2% | 4 | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 243 | 335 | 397 | 732 | 154 | 292 | 25 | 0 | 328 | 109 | +0 | +0 | -0 | -0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 23 | MLB MLE | MIL | 49% | 447 | 390 | 97 | 20 | 2 | 13 | 49 | 97 | 5 | 9 | 1 | 249 | 340 | 410 | 750 | 161 | 298 | 22 | 11 | 335 | 113 | +7 | +1 | -3 | -5 | +10 | 1.0 |
| 2029 | 24 | MLB MLE | MIL | 65% | 489 | 428 | 107 | 22 | 2 | 15 | 53 | 105 | 5 | 10 | 1 | 251 | 342 | 416 | 758 | 165 | 298 | 21 | 11 | 338 | 115 | +9 | +2 | -3 | -5 | +11 | 1.3 |
| 2030 | 25 | MLB MLE | MIL | 73% | 515 | 449 | 113 | 23 | 2 | 16 | 56 | 111 | 5 | 10 | 1 | 252 | 342 | 418 | 760 | 167 | 298 | 22 | 11 | 338 | 115 | +9 | +2 | -3 | -6 | +11 | 1.4 |
| 2031 | 26 | MLB MLE | MIL | 76% | 528 | 460 | 116 | 24 | 2 | 16 | 57 | 114 | 6 | 10 | 1 | 251 | 341 | 418 | 758 | 166 | 297 | 22 | 11 | 338 | 115 | +9 | +2 | -3 | -6 | +11 | 1.4 |
| 2032 | 27 | MLB MLE | MIL | 76% | 531 | 464 | 116 | 24 | 2 | 16 | 57 | 115 | 5 | 10 | 1 | 250 | 339 | 415 | 753 | 165 | 297 | 22 | 11 | 336 | 113 | +8 | +2 | -3 | -6 | +12 | 1.3 |
| 2033 | 28 | MLB MLE | MIL | 76% | 527 | 461 | 114 | 23 | 2 | 16 | 56 | 116 | 5 | 8 | 1 | 248 | 337 | 410 | 747 | 162 | 296 | 22 | 11 | 333 | 112 | +7 | +1 | -4 | -6 | +11 | 1.1 |
| 2034 | 29 | MLB MLE | MIL | 74% | 516 | 451 | 111 | 23 | 2 | 15 | 55 | 115 | 5 | 7 | 1 | 246 | 334 | 404 | 738 | 158 | 295 | 22 | 11 | 330 | 109 | +6 | +1 | -4 | -6 | +11 | 0.8 |
| 2035 | 30 | MLB MLE | MIL | 73% | 504 | 441 | 107 | 22 | 2 | 14 | 53 | 114 | 5 | 6 | 1 | 243 | 331 | 396 | 727 | 153 | 293 | 23 | 11 | 325 | 106 | +4 | +1 | -5 | -5 | +11 | 0.5 |
| 2036 | 31 | MLB MLE | MIL | 73% | 487 | 429 | 103 | 21 | 2 | 13 | 51 | 112 | 4 | 4 | 1 | 239 | 326 | 387 | 713 | 148 | 291 | 23 | 10 | 320 | 102 | +1 | +0 | -6 | -5 | +11 | 0.2 |
| 2037 | 32 | MLB MLE | MIL | 72% | 466 | 411 | 96 | 19 | 2 | 12 | 48 | 109 | 4 | 3 | 2 | 233 | 320 | 374 | 694 | 140 | 287 | 23 | 10 | 312 | 97 | -1 | -0 | -6 | -5 | +10 | -0.3 |
| 2038 | 33 | MLB MLE | MIL | 72% | 431 | 381 | 86 | 17 | 1 | 10 | 44 | 103 | 3 | 3 | 3 | 227 | 312 | 358 | 671 | 132 | 282 | 24 | 10 | 303 | 91 | -5 | -1 | -7 | -5 | +9 | -0.7 |
| 2039 | 34 | MLB MLE | MIL | 68% | 374 | 331 | 72 | 14 | 1 | 8 | 37 | 92 | 3 | 2 | 9 | 219 | 303 | 340 | 643 | 121 | 275 | 25 | 10 | 291 | 83 | -7 | -3 | -7 | -4 | +8 | -1.4 |
| 2028 | 23 | MLB CTX | MIL | 49% | 220 | 192 | 47 | 9 | 1 | 7 | 24 | 48 | 2 | 5 | 1 | 247 | 338 | 409 | 747 | 162 | 292 | 22 | 11 | 333 | 113 | +3 | +1 | -1 | -2 | +5 | 0.5 |
| 2029 | 24 | MLB CTX | MIL | 65% | 319 | 278 | 69 | 14 | 1 | 10 | 35 | 69 | 3 | 7 | 1 | 249 | 339 | 415 | 755 | 167 | 293 | 22 | 11 | 336 | 115 | +6 | +1 | -2 | -3 | +7 | 0.8 |
| 2030 | 25 | MLB CTX | MIL | 73% | 374 | 326 | 82 | 16 | 2 | 12 | 41 | 80 | 4 | 7 | 1 | 249 | 339 | 417 | 757 | 168 | 293 | 21 | 11 | 337 | 115 | +7 | +1 | -2 | -4 | +8 | 1.0 |
| 2031 | 26 | MLB CTX | MIL | 76% | 402 | 352 | 88 | 17 | 2 | 13 | 43 | 87 | 4 | 8 | 1 | 249 | 338 | 417 | 755 | 168 | 292 | 22 | 11 | 336 | 115 | +7 | +1 | -2 | -4 | +9 | 1.1 |
| 2032 | 27 | MLB CTX | MIL | 76% | 404 | 354 | 88 | 17 | 2 | 13 | 43 | 88 | 4 | 7 | 1 | 247 | 336 | 414 | 750 | 166 | 292 | 22 | 11 | 334 | 113 | +6 | +1 | -2 | -4 | +9 | 1.0 |
| 2033 | 28 | MLB CTX | MIL | 76% | 401 | 351 | 86 | 17 | 2 | 12 | 43 | 88 | 4 | 6 | 1 | 246 | 335 | 409 | 744 | 163 | 291 | 22 | 11 | 332 | 112 | +6 | +1 | -3 | -4 | +9 | 0.8 |
| 2034 | 29 | MLB CTX | MIL | 74% | 383 | 335 | 83 | 16 | 2 | 12 | 41 | 85 | 4 | 5 | 1 | 243 | 332 | 403 | 735 | 160 | 290 | 22 | 11 | 328 | 109 | +4 | +1 | -3 | -4 | +8 | 0.6 |
| 2035 | 30 | MLB CTX | MIL | 73% | 369 | 324 | 78 | 15 | 1 | 11 | 39 | 83 | 3 | 4 | 1 | 240 | 328 | 395 | 724 | 155 | 288 | 22 | 11 | 324 | 106 | +3 | +0 | -4 | -4 | +8 | 0.4 |
| 2036 | 31 | MLB CTX | MIL | 73% | 354 | 311 | 73 | 14 | 1 | 10 | 37 | 81 | 3 | 3 | 1 | 236 | 324 | 385 | 709 | 149 | 286 | 23 | 10 | 318 | 102 | +1 | +0 | -4 | -4 | +8 | 0.1 |
| 2037 | 32 | MLB CTX | MIL | 72% | 337 | 296 | 68 | 13 | 1 | 9 | 35 | 79 | 3 | 2 | 2 | 231 | 318 | 372 | 690 | 141 | 282 | 23 | 10 | 310 | 97 | -1 | -0 | -4 | -4 | +7 | -0.2 |
| 2038 | 33 | MLB CTX | MIL | 72% | 311 | 274 | 62 | 11 | 1 | 8 | 32 | 75 | 2 | 3 | 2 | 225 | 310 | 357 | 667 | 132 | 277 | 24 | 10 | 301 | 91 | -3 | -0 | -5 | -3 | +7 | -0.5 |
| 2039 | 34 | MLB CTX | MIL | 68% | 253 | 224 | 49 | 9 | 1 | 6 | 25 | 62 | 2 | 1 | 6 | 216 | 301 | 338 | 639 | 122 | 271 | 25 | 10 | 290 | 83 | -5 | -2 | -5 | -3 | +5 | -0.9 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 4127 | 3617 | 873 | 168 | 17 | 123 | 438 | 925 | 38 | 58 | 19 | 241 | 330 | 399 | 729 | 158 | 289 | 22 | 11 | 324 | 108 | +33 | +4 | -37 | -44 | +89 | 4.6 | |
| / 162G | — | A+C | — | 650 | 570 | 137 | 26 | 3 | 19 | 69 | 146 | 6 | 9 | 3 | 240 | 329 | 396 | 725 | 156 | 289 | 22 | 11 | 324 | 108 | +5 | +1 | -6 | -7 | +14 | 0.7 | |
| Career | — | MLE | — | 7092 | 6204 | 1526 | 315 | 30 | 191 | 755 | 1609 | 73 | 124 | 31 | 246 | 335 | 399 | 734 | 153 | 300 | 23 | 11 | 327 | 108 | +49 | +8 | -54 | -65 | +131 | 7.0 | |
| / 162G | — | MLE | — | 650 | 569 | 141 | 29 | 3 | 18 | 69 | 147 | 7 | 11 | 3 | 248 | 337 | 404 | 741 | 156 | 301 | 23 | 11 | 327 | 108 | +5 | +1 | -6 | -7 | +14 | 0.8 | |
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.
2026 AABiloxi Shuckers · 283 PAwOBA .369 → .317 (−51)K% 19.4% → 23.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.43% | ÷1.000 | ×1.220 | — | — | 23.71% |
| BB% (unintentional) /PA | 13.07% | ÷1.000 | ×0.680 | — | ×1.050 | 9.33% |
| HBP% /PA | 1.41% | — | ×0.840 | — | ×1.050 | 1.25% |
| Singles /BIP | 22.04% | ÷1.000 | ×0.920 | ×0.969 | ×1.050 | 20.63% |
| Doubles /BIP | 8.60% | ÷1.000 | ×0.910 | ×0.969 | ×1.050 | 7.96% |
| Triples /BIP | 0.54% | ÷1.000 | ×0.880 | ×0.969 | ×1.050 | 0.48% |
| Home runs /BIP | 4.84% | ÷1.000 | ×0.800 | — | ×1.050 | 4.06% |
Factors used: league row SL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.969.
Result: wOBA .369 → .317; ISO .187 → .163; BABIP .326 → .301. 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).
2026 A+Wisconsin Timber Rattlers · 211 PAwOBA .445 → .376 (−68)K% 19.0% → 24.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.96% | ÷1.000 | ×1.270 | — | — | 24.08% |
| BB% (unintentional) /PA | 19.43% | ÷1.000 | ×0.710 | — | ×1.027 | 14.17% |
| HBP% /PA | 0.95% | — | ×0.790 | — | ×1.027 | 0.77% |
| Singles /BIP | 26.98% | ÷1.000 | ×0.920 | ×0.996 | ×1.027 | 25.39% |
| Doubles /BIP | 8.73% | ÷1.000 | ×0.810 | ×0.996 | ×1.027 | 7.23% |
| Triples /BIP | 0.79% | ÷1.000 | ×0.850 | ×0.996 | ×1.027 | 0.69% |
| Home runs /BIP | 7.14% | ÷1.000 | ×0.800 | — | ×1.027 | 5.87% |
Factors used: league row Midwest League. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.996.
Result: wOBA .445 → .376; ISO .241 → .203; BABIP .387 → .348. 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).
2025 ACarolina Mudcats · 206 PAwOBA .441 → .381 (−60)K% 18.0% → 23.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.96% | ÷1.033 | ×1.360 | — | — | 23.66% |
| BB% (unintentional) /PA | 14.08% | ÷0.981 | ×0.690 | — | ×1.030 | 10.20% |
| HBP% /PA | 2.43% | — | ×0.780 | — | ×1.030 | 1.95% |
| Singles /BIP | 30.00% | ÷0.948 | ×0.920 | ×0.993 | ×1.030 | 29.75% |
| Doubles /BIP | 9.23% | ÷1.002 | ×0.830 | ×0.993 | ×1.030 | 7.81% |
| Triples /BIP | 3.08% | ÷1.150 | ×0.910 | ×0.993 | ×1.030 | 2.49% |
| Home runs /BIP | 3.85% | ÷1.214 | ×0.800 | — | ×1.030 | 2.61% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 143, 1B 90, 2B 100, 3B 130, K 107, BB 96 — applied at half strength. Age: age 20 vs a level average of 22.0 → +3.0% on BB/HBP/hit rates (2.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.993.
Result: wOBA .441 → .381; ISO .210 → .163; BABIP .426 → .399. 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).
2025 A+Wisconsin Timber Rattlers · 65 PAwOBA .255 → .214 (−41)K% 16.9% → 22.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.92% | ÷0.943 | ×1.270 | — | — | 22.78% |
| BB% (unintentional) /PA | 12.31% | ÷0.965 | ×0.710 | — | ×1.042 | 9.44% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×1.042 | 0.00% |
| Singles /BIP | 17.78% | ÷1.023 | ×0.920 | ×0.992 | ×1.042 | 16.53% |
| Doubles /BIP | 6.67% | ÷1.013 | ×0.810 | ×0.992 | ×1.042 | 5.51% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.850 | ×0.992 | ×1.042 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.246 | ×0.800 | — | ×1.042 | 0.00% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 149, 1B 105, 2B 103, 3B 80, K 89, BB 93 — applied at half strength. Age: age 20 vs a level average of 22.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.992.
Result: wOBA .255 → .214; ISO .054 → .043; BABIP .239 → .216. 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).
2025 ROKACL Brewers · 37 PAwOBA .409 → .293 (−116)K% 13.5% → 20.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.51% | ÷0.973 | ×1.440 | — | — | 20.01% |
| BB% (unintentional) /PA | 16.22% | ÷1.011 | ×0.620 | — | ×0.995 | 9.89% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.995 | 0.00% |
| Singles /BIP | 24.00% | ÷1.031 | ×0.820 | — | ×0.995 | 19.00% |
| Doubles /BIP | 12.00% | ÷1.109 | ×0.720 | — | ×0.995 | 7.76% |
| Triples /BIP | 4.00% | ÷1.001 | ×0.720 | — | ×0.995 | 2.86% |
| Home runs /BIP | 0.00% | ÷0.971 | ×0.780 | — | ×0.995 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 106, 2B 122, 3B 100, K 95, BB 102 — applied at half strength. Age: age 20 vs a level average of 19.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average).
Result: wOBA .409 → .293; ISO .167 → .117; BABIP .385 → .285. 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).
2024 ROKACL Brewers · 142 PAwOBA .419 → .310 (−109)K% 18.3% → 26.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.31% | ÷1.002 | ×1.440 | — | — | 26.31% |
| BB% (unintentional) /PA | 18.31% | ÷1.014 | ×0.620 | — | ×1.008 | 11.28% |
| HBP% /PA | 2.11% | — | ×0.720 | — | ×1.008 | 1.53% |
| Singles /BIP | 29.89% | ÷1.015 | ×0.820 | ×1.050 | ×1.008 | 25.55% |
| Doubles /BIP | 11.49% | ÷1.088 | ×0.720 | ×1.050 | ×1.008 | 8.05% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.720 | ×1.050 | ×1.008 | 0.00% |
| Home runs /BIP | 2.30% | ÷0.947 | ×0.780 | — | ×1.008 | 1.91% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 103, 2B 118, 3B 80, K 100, BB 103 — applied at half strength. Age: age 19 vs a level average of 19.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .419 → .310; ISO .142 → .105; BABIP .424 → .342. 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).
2024 ACarolina Mudcats · 41 PAwOBA .401 → .319 (−82)K% 24.4% → 32.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.39% | ÷1.013 | ×1.360 | — | — | 32.76% |
| BB% (unintentional) /PA | 17.07% | ÷0.980 | ×0.690 | — | ×1.045 | 12.56% |
| HBP% /PA | 2.44% | — | ×0.780 | — | ×1.045 | 1.99% |
| Singles /BIP | 13.04% | ÷1.066 | ×0.920 | — | ×1.045 | 11.77% |
| Doubles /BIP | 21.74% | ÷0.962 | ×0.830 | — | ×1.045 | 19.59% |
| Triples /BIP | 0.00% | ÷1.007 | ×0.910 | — | ×1.045 | 0.00% |
| Home runs /BIP | 4.35% | ÷1.101 | ×0.800 | — | ×1.045 | 3.30% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 120, 1B 113, 2B 92, 3B 101, K 103, BB 96 — applied at half strength. Age: age 19 vs a level average of 22.0 → +4.5% on BB/HBP/hit rates (3.0 yr younger than average).
Result: wOBA .401 → .319; ISO .242 → .193; BABIP .364 → .324. 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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .