Will Brennan
RF Sacramento River Cats| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 26 | AAACLE | 39 | .371/.410/.571 | 1 | 4 | 126 | — | .324/.359/.486 |
| 2024 | 26 | MLBCLE | 353 | .264/.310/.388 | 8 | 4 | 95 | -0.2 | |
| 2025 | 27 | AAACLE | 156 | .304/.340/.419 | 3 | 2 | 70 | — | .258/.282/.338 |
| 2026 | 28 | AAASF | 410 | .302/.345/.468 | 11 | 6 | 91 | — | .268/.303/.398 |
| 2026 | 28 | MLBSF | 23 | .087/.087/.087 | 0 | 0 | -60 | -0.9 | |
| 2027PROJ10% MLB | 29 | MLBSF | 24 | .259/.298/.379 | 0 | 0 | 93 | 0.0 | |
| 2028PROJ33% MLB | 30 | MLBSF | 86 | .255/.294/.371 | 2 | 1 | 89 | -0.0 |
Tools · Splits · ContractCON 60 / POW 40
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 | 21 | ROK | AZL Indians Blue | — | 140 | 121 | 37 | 7 | 3 | 1 | 15 | 6 | 2 | 5 | 4 | 306 | 391 | 438 | 829 | 132 | 310 | 4 | 11 | 367 | 67 | — | — | — | — | — | — |
| 2021 | 23 | AA | Akron RubberDucks | — | 177 | 150 | 42 | 6 | 0 | 2 | 18 | 29 | 5 | 2 | 2 | 280 | 376 | 360 | 736 | 80 | 328 | 16 | 10 | 333 | 82 | — | — | — | — | — | — |
| 2021 | 23 | A+ | Lake County Captains | — | 269 | 238 | 69 | 22 | 1 | 4 | 25 | 43 | 5 | 13 | 4 | 290 | 369 | 441 | 811 | 151 | 339 | 16 | 9 | 362 | 84 | — | — | — | — | — | — |
| 2022 | 24 | MLB | Cleveland Guardians | — | 45 | 42 | 15 | 1 | 1 | 1 | 2 | 4 | 1 | 2 | 1 | 357 | 400 | 500 | 900 | 143 | 378 | 9 | 4 | 399 | 150 | +3 | +0 | -0 | -7 | +1 | -0.4 |
| 2022 | 24 | AAA | Columbus Clippers | — | 433 | 393 | 124 | 28 | 3 | 9 | 33 | 53 | 2 | 15 | 1 | 316 | 371 | 471 | 842 | 155 | 342 | 12 | 8 | 370 | 117 | — | — | — | — | — | — |
| 2022 | 24 | AA | Akron RubberDucks | — | 157 | 135 | 42 | 12 | 1 | 4 | 17 | 16 | 1 | 5 | 2 | 311 | 392 | 504 | 896 | 193 | 319 | 10 | 11 | 386 | 120 | — | — | — | — | — | — |
| 2023 | 25 | MLB | Cleveland Guardians | — | 455 | 432 | 115 | 24 | 0 | 5 | 16 | 57 | 5 | 13 | 5 | 266 | 300 | 356 | 657 | 90 | 296 | 13 | 4 | 294 | 82 | -10 | +1 | -1 | -5 | +10 | -0.6 |
| 2024 | 26 | MLB | Cleveland Guardians | — | 353 | 330 | 87 | 13 | 2 | 8 | 19 | 48 | 3 | 4 | 2 | 264 | 310 | 388 | 698 | 124 | 287 | 14 | 5 | 311 | 95 | -2 | +0 | -3 | -4 | +8 | -0.2 |
| 2024 | 26 | AAA | Columbus Clippers | — | 39 | 35 | 13 | 4 | 0 | 1 | 2 | 8 | 1 | 4 | 0 | 371 | 410 | 571 | 982 | 200 | 462 | 21 | 5 | 425 | 126 | — | — | — | — | — | — |
| 2025 | 27 | AAA | Columbus Clippers | — | 156 | 148 | 45 | 8 | 0 | 3 | 8 | 20 | 0 | 2 | 1 | 304 | 340 | 419 | 759 | 115 | 336 | 13 | 5 | 339 | 70 | — | — | — | — | — | — |
| 2026 | 28 | MLB | San Francisco Giants | — | 23 | 23 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 87 | 87 | 87 | 174 | 100 | 13 | 0 | 79 | -60 | -4 | +0 | -1 | -5 | +0 | -0.9 | |
| 2026 | 28 | AAA | Sacramento River Cats | — | 410 | 378 | 114 | 24 | 3 | 11 | 19 | 45 | 6 | 6 | 2 | 302 | 345 | 468 | 813 | 167 | 313 | 11 | 5 | 354 | 91 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 876 | 827 | 219 | 38 | 3 | 14 | 37 | 112 | 9 | 19 | 8 | 265 | 304 | 369 | 672 | 104 | 291 | 13 | 4 | 301 | 90 | -11 | +1 | -6 | -21 | +19 | -1.8 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 21 | ROK MLE | AZL Indians Blue | — | 140 | 127 | 29 | 5 | 2 | 1 | 9 | 9 | 2 | 5 | 4 | 228 | 290 | 323 | 613 | 94 | 230 | 6 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2021 | 23 | AA MLE | Akron RubberDucks | — | 177 | 155 | 39 | 5 | 0 | 2 | 13 | 36 | 5 | 2 | 2 | 252 | 329 | 323 | 652 | 71 | 298 | 20 | 7 | 289 | 82 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Lake County Captains | — | 269 | 246 | 61 | 20 | 1 | 3 | 17 | 56 | 5 | 13 | 4 | 248 | 310 | 374 | 684 | 126 | 304 | 21 | 6 | 293 | 84 | — | — | — | — | — | — |
| 2022 | 24 | MLB MLE | Cleveland Guardians | — | 45 | 43 | 15 | 1 | 1 | 1 | 1 | 4 | 1 | 2 | 1 | 349 | 378 | 488 | 866 | 140 | 378 | 9 | 2 | 389 | 150 | +3 | +0 | -0 | -7 | +1 | -0.4 |
| 2022 | 24 | AAA MLE | Columbus Clippers | — | 433 | 400 | 123 | 24 | 3 | 7 | 26 | 61 | 2 | 15 | 1 | 307 | 353 | 435 | 788 | 128 | 340 | 14 | 6 | 341 | 117 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Akron RubberDucks | — | 157 | 140 | 40 | 12 | 1 | 3 | 12 | 20 | 1 | 5 | 2 | 286 | 346 | 450 | 796 | 164 | 295 | 13 | 8 | 345 | 120 | — | — | — | — | — | — |
| 2023 | 25 | MLB MLE | Cleveland Guardians | — | 455 | 434 | 115 | 24 | 0 | 5 | 14 | 57 | 5 | 13 | 5 | 265 | 296 | 355 | 651 | 90 | 296 | 13 | 3 | 290 | 82 | -10 | +1 | -1 | -5 | +10 | -0.6 |
| 2024 | 26 | MLB MLE | Cleveland Guardians | — | 353 | 332 | 87 | 13 | 2 | 8 | 17 | 48 | 3 | 4 | 2 | 262 | 304 | 386 | 690 | 123 | 287 | 14 | 5 | 308 | 95 | -2 | +0 | -3 | -4 | +8 | -0.2 |
| 2024 | 26 | AAA MLE | Columbus Clippers | — | 39 | 37 | 12 | 3 | 0 | 1 | 1 | 10 | 1 | 4 | 0 | 324 | 359 | 486 | 845 | 162 | 425 | 26 | 3 | 354 | 126 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | Columbus Clippers | — | 156 | 151 | 39 | 6 | 0 | 2 | 5 | 25 | 0 | 2 | 1 | 258 | 282 | 338 | 620 | 79 | 299 | 16 | 3 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 28 | MLB MLE | San Francisco Giants | — | 23 | 23 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 87 | 87 | 87 | 174 | 100 | 13 | 0 | 80 | -60 | -4 | +0 | -1 | -5 | +0 | -0.9 | |
| 2026 | 28 | AAA MLE | Sacramento River Cats | — | 410 | 384 | 103 | 20 | 3 | 8 | 13 | 54 | 6 | 6 | 2 | 268 | 303 | 398 | 701 | 130 | 283 | 13 | 3 | 302 | 91 | — | — | — | — | — | — |
| 2019 | 21 | ROK MLE | AZL Indians Blue | — | 140 | 127 | 29 | 5 | 2 | 1 | 9 | 9 | 2 | 5 | 4 | 228 | 290 | 323 | 613 | 94 | 235 | 6 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2019 | 21 | ROK RAW | AZL Indians Blue | — | 140 | 121 | 37 | 7 | 3 | 1 | 15 | 6 | 2 | 5 | 4 | 306 | 391 | 438 | 829 | 132 | 310 | 4 | 11 | 367 | 67 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | 2 teams | — | 446 | 400 | 98 | 24 | 1 | 4 | 31 | 93 | 10 | 15 | 6 | 245 | 315 | 340 | 655 | 95 | 306 | 21 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2021 | 23 | A+ RAW | 2 teams | — | 446 | 388 | 111 | 28 | 1 | 6 | 43 | 72 | 10 | 15 | 6 | 286 | 372 | 410 | 782 | 124 | 334 | 16 | 10 | 350 | 83 | — | — | — | — | — | — |
| 2022 | 24 | AAA MLE | 3 teams | — | 635 | 583 | 179 | 37 | 6 | 11 | 39 | 86 | 4 | 22 | 4 | 307 | 355 | 448 | 802 | 141 | 339 | 14 | 6 | 345 | 120 | — | — | — | — | — | — |
| 2022 | 24 | AAA RAW | 3 teams | — | 635 | 570 | 181 | 41 | 5 | 14 | 52 | 73 | 4 | 22 | 4 | 318 | 379 | 481 | 859 | 163 | 339 | 11 | 8 | 376 | 120 | — | — | — | — | — | — |
| 2023 | 25 | MLB MLE | Cleveland Guardians | — | 455 | 434 | 115 | 24 | 0 | 5 | 14 | 57 | 5 | 13 | 5 | 265 | 296 | 355 | 651 | 90 | 294 | 13 | 3 | 290 | 82 | -10 | +1 | -1 | -5 | +10 | -0.6 |
| 2023 | 25 | MLB RAW | Cleveland Guardians | — | 455 | 432 | 115 | 24 | 0 | 5 | 16 | 57 | 5 | 13 | 5 | 266 | 300 | 356 | 657 | 90 | 296 | 13 | 4 | 294 | 82 | -10 | +1 | -1 | -5 | +10 | -0.6 |
| 2024 | 26 | MLB MLE | 2 teams | — | 392 | 369 | 98 | 16 | 2 | 9 | 18 | 58 | 4 | 8 | 2 | 266 | 307 | 393 | 700 | 127 | 294 | 15 | 5 | 313 | 98 | -1 | +1 | -3 | -4 | +8 | 0.1 |
| 2024 | 26 | MLB RAW | 2 teams | — | 392 | 365 | 100 | 17 | 2 | 9 | 21 | 56 | 4 | 8 | 2 | 274 | 320 | 405 | 725 | 132 | 302 | 14 | 5 | 323 | 98 | -1 | +1 | -3 | -4 | +8 | 0.1 |
| 2025 | 27 | AAA MLE | Columbus Clippers | — | 156 | 151 | 39 | 6 | 0 | 2 | 5 | 25 | 0 | 2 | 1 | 258 | 282 | 338 | 620 | 79 | 298 | 16 | 3 | 271 | 70 | — | — | — | — | — | — |
| 2025 | 27 | AAA RAW | Columbus Clippers | — | 156 | 148 | 45 | 8 | 0 | 3 | 8 | 20 | 0 | 2 | 1 | 304 | 340 | 419 | 759 | 115 | 336 | 13 | 5 | 339 | 70 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 433 | 407 | 105 | 20 | 3 | 8 | 13 | 57 | 6 | 6 | 2 | 258 | 291 | 381 | 672 | 123 | 278 | 13 | 3 | 290 | 83 | — | — | — | — | — | — |
| 2026 | 28 | AAA RAW | 2 teams | — | 433 | 401 | 116 | 24 | 3 | 11 | 19 | 48 | 6 | 6 | 2 | 289 | 331 | 446 | 777 | 157 | 301 | 11 | 4 | 339 | 83 | — | — | — | — | — | — |
| 2019 | 21 | ROK MLE | AZL Indians Blue | — | 140 | 128 | 29 | 5 | 2 | 1 | 9 | 9 | 2 | 5 | 4 | 227 | 290 | 320 | 610 | 94 | 230 | 6 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | 2 teams | — | 446 | 402 | 98 | 24 | 1 | 4 | 31 | 93 | 10 | 15 | 6 | 244 | 315 | 338 | 654 | 95 | 302 | 21 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2022 | 24 | AAA MLE | 3 teams | — | 635 | 587 | 179 | 37 | 6 | 11 | 39 | 86 | 4 | 22 | 4 | 305 | 355 | 445 | 799 | 140 | 332 | 14 | 6 | 345 | 120 | — | — | — | — | — | — |
| 2023 | 25 | MLB MLE | Cleveland Guardians | — | 455 | 433 | 115 | 24 | 0 | 5 | 14 | 57 | 5 | 13 | 5 | 266 | 296 | 356 | 651 | 90 | 296 | 13 | 3 | 290 | 82 | — | — | — | — | — | — |
| 2024 | 26 | MLB MLE | 2 teams | — | 392 | 367 | 98 | 16 | 2 | 9 | 18 | 58 | 4 | 8 | 2 | 267 | 307 | 395 | 702 | 128 | 301 | 15 | 5 | 313 | 98 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | Columbus Clippers | — | 156 | 150 | 39 | 6 | 0 | 2 | 5 | 25 | 0 | 2 | 1 | 260 | 282 | 340 | 622 | 80 | 299 | 16 | 3 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 433 | 411 | 105 | 20 | 3 | 8 | 13 | 57 | 6 | 6 | 2 | 255 | 291 | 377 | 668 | 122 | 273 | 13 | 3 | 290 | 83 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | MLB MLE | 2 teams | — | 392 | 367 | 98 | 16 | 2 | 9 | 18 | 58 | 4 | 8 | 2 | 267 | 307 | 395 | 702 | 128 | 301 | 15 | 5 | 313 | 98 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | Columbus Clippers | — | 156 | 150 | 39 | 6 | 0 | 2 | 5 | 25 | 0 | 2 | 1 | 260 | 282 | 340 | 622 | 80 | 299 | 16 | 3 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 433 | 411 | 105 | 20 | 3 | 8 | 13 | 57 | 6 | 6 | 2 | 255 | 291 | 377 | 668 | 122 | 273 | 13 | 3 | 290 | 83 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB MLE | SF | 10% | 368 | 346 | 91 | 16 | 2 | 8 | 15 | 56 | 4 | 6 | 1 | 263 | 302 | 388 | 690 | 125 | 293 | 15 | 4 | 306 | 93 | -3 | +1 | +1 | -4 | +8 | 0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB CTX | SF | 10% | 24 | 23 | 5 | 1 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 259 | 298 | 379 | 677 | 120 | 289 | 17 | 4 | 300 | 93 | -0 | +0 | +0 | -0 | +1 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 30 | MLB MLE | SF | 33% | 262 | 246 | 63 | 11 | 1 | 5 | 11 | 41 | 3 | 3 | 1 | 260 | 298 | 379 | 677 | 120 | 291 | 16 | 4 | 300 | 89 | -3 | +0 | -1 | -3 | +6 | -0.1 |
| 2028 | 30 | MLB CTX | SF | 33% | 86 | 82 | 21 | 4 | 0 | 2 | 3 | 13 | 1 | 1 | 0 | 255 | 294 | 371 | 664 | 115 | 287 | 15 | 3 | 295 | 89 | -1 | +0 | -0 | -1 | +2 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 962 | 909 | 240 | 42 | 3 | 16 | 40 | 125 | 10 | 20 | 8 | 264 | 302 | 370 | 672 | 106 | 291 | 13 | 4 | 300 | 92 | -12 | +1 | -6 | -21 | +21 | -1.8 | |
| / 162G | — | A+C | — | 650 | 614 | 162 | 28 | 2 | 11 | 27 | 84 | 7 | 14 | 5 | 264 | 302 | 370 | 672 | 106 | 290 | 13 | 4 | 300 | 92 | -8 | +1 | -4 | -14 | +14 | -1.2 | |
| Career | — | MLE | — | 3157 | 2940 | 785 | 154 | 16 | 50 | 150 | 462 | 37 | 78 | 26 | 267 | 311 | 381 | 692 | 114 | 299 | 15 | 5 | 304 | 92 | -16 | +1 | -6 | -26 | +30 | -1.7 | |
| / 162G | — | MLE | — | 650 | 605 | 161 | 32 | 3 | 10 | 31 | 95 | 8 | 16 | 5 | 266 | 311 | 379 | 690 | 112 | 298 | 15 | 5 | 304 | 92 | -8 | +1 | -3 | -12 | +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 AAASacramento River Cats · 410 PAwOBA .350 → .302 (−48)K% 11.0% → 13.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.98% | ÷1.000 | ×1.200 | — | — | 13.17% |
| BB% (unintentional) /PA | 4.63% | ÷1.000 | ×0.690 | — | ×0.992 | 3.17% |
| HBP% /PA | 1.46% | — | ×0.940 | — | ×0.992 | 1.36% |
| Singles /BIP | 22.82% | ÷1.000 | ×0.930 | ×1.013 | ×0.992 | 21.32% |
| Doubles /BIP | 7.21% | ÷1.000 | ×0.830 | ×1.013 | ×0.992 | 6.01% |
| Triples /BIP | 0.90% | ÷1.000 | ×0.970 | ×1.013 | ×0.992 | 0.88% |
| Home runs /BIP | 3.30% | ÷1.000 | ×0.700 | — | ×0.992 | 2.29% |
Factors used: league row International League. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 28 vs a level average of 27.2 → −0.8% on BB/HBP/hit rates (0.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.013.
Result: wOBA .350 → .302; ISO .167 → .131; BABIP .313 → .283. 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 AAAColumbus Clippers · 156 PAwOBA .330 → .271 (−58)K% 12.8% → 16.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.82% | ÷0.956 | ×1.200 | — | — | 16.09% |
| BB% (unintentional) /PA | 5.13% | ÷1.014 | ×0.690 | — | ×1.003 | 3.50% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.003 | 0.00% |
| Singles /BIP | 26.56% | ÷0.997 | ×0.930 | ×0.991 | ×1.003 | 24.64% |
| Doubles /BIP | 6.25% | ÷1.064 | ×0.830 | ×0.991 | ×1.003 | 4.85% |
| Triples /BIP | 0.00% | ÷1.042 | ×0.970 | ×0.991 | ×1.003 | 0.00% |
| Home runs /BIP | 2.34% | ÷1.093 | ×0.700 | — | ×1.003 | 1.51% |
Factors used: league row International League. Park (home-season share, regressed): HR 118, 1B 99, 2B 113, 3B 108, K 91, BB 103 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.991.
Result: wOBA .330 → .271; ISO .115 → .079; BABIP .336 → .299. 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 AAAColumbus Clippers · 39 PAwOBA .413 → .354 (−59)K% 20.5% → 26.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.51% | ÷0.939 | ×1.200 | — | — | 26.22% |
| BB% (unintentional) /PA | 5.13% | ÷1.036 | ×0.690 | — | ×1.018 | 3.48% |
| HBP% /PA | 2.56% | — | ×0.940 | — | ×1.018 | 2.45% |
| Singles /BIP | 29.63% | ÷0.977 | ×0.930 | — | ×1.018 | 28.71% |
| Doubles /BIP | 14.81% | ÷0.985 | ×0.830 | — | ×1.018 | 12.71% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | — | ×1.018 | 0.00% |
| Home runs /BIP | 3.70% | ÷1.060 | ×0.700 | — | ×1.018 | 2.49% |
Factors used: league row International League. Park (home-season share, regressed): HR 112, 1B 95, 2B 97, 3B 80, K 88, BB 107 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average).
Result: wOBA .413 → .354; ISO .200 → .153; BABIP .462 → .425. 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 AAAColumbus Clippers · 433 PAwOBA .364 → .341 (−23)K% 12.2% → 14.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.24% | ÷1.036 | ×1.200 | — | — | 14.18% |
| BB% (unintentional) /PA | 7.62% | ÷0.930 | ×0.690 | — | ×1.048 | 5.92% |
| HBP% /PA | 0.46% | — | ×0.940 | — | ×1.048 | 0.46% |
| Singles /BIP | 24.71% | ÷0.941 | ×0.930 | ×1.010 | ×1.048 | 25.85% |
| Doubles /BIP | 8.24% | ÷1.040 | ×0.830 | ×1.010 | ×1.048 | 6.96% |
| Triples /BIP | 0.88% | ÷0.900 | ×0.970 | ×1.010 | ×1.048 | 1.01% |
| Home runs /BIP | 2.65% | ÷1.001 | ×0.700 | — | ×1.048 | 1.94% |
Factors used: league row International League. Park (home-season share, regressed): HR 100, 1B 88, 2B 108, 3B 80, K 107, BB 86 — applied at half strength. Age: age 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.
Result: wOBA .364 → .341; ISO .155 → .129; BABIP .342 → .340. 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 AAAkron RubberDucks · 157 PAwOBA .385 → .345 (−40)K% 10.2% → 12.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.19% | ÷0.969 | ×1.220 | — | — | 12.83% |
| BB% (unintentional) /PA | 10.83% | ÷0.995 | ×0.700 | — | ×1.012 | 7.71% |
| HBP% /PA | 0.64% | — | ×0.850 | — | ×1.012 | 0.55% |
| Singles /BIP | 21.01% | ÷1.052 | ×0.970 | ×0.994 | ×1.012 | 19.48% |
| Doubles /BIP | 10.08% | ÷0.926 | ×0.860 | ×0.994 | ×1.012 | 9.42% |
| Triples /BIP | 0.84% | ÷0.980 | ×0.950 | ×0.994 | ×1.012 | 0.82% |
| Home runs /BIP | 3.36% | ÷1.014 | ×0.780 | — | ×1.012 | 2.62% |
Factors used: league row EL. Park (home-season share, regressed): HR 103, 1B 110, 2B 85, 3B 96, K 94, BB 99 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.994.
Result: wOBA .385 → .345; ISO .193 → .174; BABIP .319 → .295. 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+Lake County Captains · 269 PAwOBA .354 → .293 (−60)K% 16.0% → 21.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.99% | ÷1.026 | ×1.350 | — | — | 21.03% |
| BB% (unintentional) /PA | 9.29% | ÷1.017 | ×0.710 | — | ×0.998 | 6.47% |
| HBP% /PA | 1.86% | — | ×0.810 | — | ×0.998 | 1.50% |
| Singles /BIP | 21.54% | ÷1.041 | ×0.910 | ×1.032 | ×0.998 | 19.38% |
| Doubles /BIP | 11.28% | ÷0.941 | ×0.830 | ×1.032 | ×0.998 | 10.25% |
| Triples /BIP | 0.51% | ÷0.900 | ×0.820 | ×1.032 | ×0.998 | 0.48% |
| Home runs /BIP | 2.05% | ÷1.222 | ×0.830 | — | ×0.998 | 1.39% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 144, 1B 108, 2B 88, 3B 80, K 105, BB 103 — 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 ×1.032.
Result: wOBA .354 → .293; ISO .151 → .123; BABIP .339 → .304. 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 AAAkron RubberDucks · 177 PAwOBA .330 → .289 (−41)K% 16.4% → 20.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.38% | ÷0.977 | ×1.220 | — | — | 20.45% |
| BB% (unintentional) /PA | 10.17% | ÷0.967 | ×0.690 | — | ×1.027 | 7.45% |
| HBP% /PA | 2.82% | — | ×0.850 | — | ×1.027 | 2.47% |
| Singles /BIP | 28.10% | ÷1.042 | ×0.940 | ×1.004 | ×1.027 | 26.15% |
| Doubles /BIP | 4.96% | ÷1.129 | ×0.870 | ×1.004 | ×1.027 | 3.94% |
| Triples /BIP | 0.00% | ÷1.116 | ×0.920 | ×1.004 | ×1.027 | 0.00% |
| Home runs /BIP | 1.65% | ÷0.893 | ×0.780 | — | ×1.027 | 1.48% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 79, 1B 108, 2B 126, 3B 123, K 95, BB 93 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.004.
Result: wOBA .330 → .289; ISO .080 → .069; BABIP .328 → .298. 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 ROKAZL Indians Blue · 140 PAwOBA .363 → .267 (−96)K% 4.3% → 6.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 4.29% | ÷1.000 | ×1.440 | — | — | 6.17% |
| BB% (unintentional) /PA | 10.71% | ÷1.000 | ×0.620 | — | ×0.985 | 6.54% |
| HBP% /PA | 1.43% | — | ×0.720 | — | ×0.985 | 1.01% |
| Singles /BIP | 22.61% | ÷1.000 | ×0.820 | ×0.950 | ×0.985 | 17.35% |
| Doubles /BIP | 6.09% | ÷1.000 | ×0.720 | ×0.950 | ×0.985 | 4.10% |
| Triples /BIP | 2.61% | ÷1.000 | ×0.720 | ×0.950 | ×0.985 | 1.76% |
| Home runs /BIP | 0.87% | ÷1.000 | ×0.780 | — | ×0.985 | 0.67% |
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 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .363 → .267; ISO .132 → .096; BABIP .310 → .230. 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).