Corey Hart
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2012 | 30 | MLBMIL | 622 | .270/.335/.507 | 30 | 5 | 131 | 1.2 | ||
| 2014 | 32 | AAASEA | 77 | .286/.351/.571 | 4 | 0 | 82 | — | .205/.247/.397 | |
| 2014 | 32 | MLBSEA | 255 | .203/.272/.319 | 6 | 2 | 68 | -0.9 | ||
| 2015 | 33 | AAAPIT | 43 | .167/.186/.333 | 2 | 0 | -1 | — | .143/.163/.310 | |
| 2015 | 33 | MLBPIT | 57 | .222/.250/.352 | 2 | 0 | 60 | -0.5 | ||
| 2016 | 34 | No MLB games played | ||||||||
| 2017 | 35 | No MLB games played | ||||||||
| 2018 | 36 | No MLB games played | ||||||||
| 2019 | 37 | No MLB games played | ||||||||
| 2020 | 38 | No MLB games played | ||||||||
| 2021 | 39 | No MLB games played | ||||||||
| 2022 | 40 | No MLB games played | ||||||||
| 2023 | 41 | No MLB games played | ||||||||
| 2024 | 42 | No MLB games played | ||||||||
| 2025 | 43 | No MLB games played | ||||||||
| 2026 | 44 | 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) | |||||||||||||||||||||||||||||||
| 2005 | 23 | MLB | Milwaukee Brewers | — | 63 | 57 | 11 | 2 | 1 | 2 | 6 | 11 | 0 | 2 | 0 | 193 | 270 | 368 | 638 | 175 | 205 | 17 | 10 | 285 | 79 | -2 | +0 | -1 | +2 | +1 | 0.1 |
| 2005 | 23 | AAA | Nashville Sounds | — | 489 | 429 | 132 | 29 | 9 | 17 | 48 | 88 | 3 | 31 | 7 | 308 | 381 | 536 | 917 | 228 | 348 | 18 | 10 | 394 | 105 | — | — | — | — | — | — |
| 2006 | 24 | MLB | Milwaukee Brewers | — | 256 | 237 | 67 | 13 | 2 | 9 | 17 | 58 | 0 | 5 | 8 | 283 | 331 | 468 | 799 | 186 | 337 | 23 | 7 | 349 | 121 | +6 | -2 | -4 | -4 | +6 | 0.2 |
| 2006 | 24 | AAA | Nashville Sounds | — | 115 | 100 | 32 | 10 | 1 | 4 | 12 | 25 | 1 | 11 | 2 | 320 | 398 | 560 | 958 | 240 | 384 | 22 | 10 | 411 | 109 | — | — | — | — | — | — |
| 2007 | 25 | MLB | Milwaukee Brewers | — | 566 | 505 | 149 | 33 | 9 | 24 | 36 | 99 | 13 | 23 | 7 | 295 | 357 | 539 | 896 | 244 | 321 | 17 | 6 | 383 | 143 | +29 | +2 | +0 | -6 | +12 | 3.8 |
| 2008 | 26 | MLB | Milwaukee Brewers | — | 657 | 612 | 164 | 45 | 6 | 20 | 27 | 109 | 5 | 23 | 7 | 268 | 304 | 459 | 763 | 191 | 293 | 17 | 4 | 328 | 107 | +5 | +2 | -11 | -7 | +14 | 0.3 |
| 2009 | 27 | MLB | Milwaukee Brewers | — | 472 | 419 | 109 | 24 | 3 | 12 | 43 | 92 | 6 | 11 | 6 | 260 | 338 | 418 | 755 | 158 | 305 | 19 | 9 | 336 | 113 | +7 | -0 | -10 | -5 | +10 | 0.2 |
| 2010 | 28 | MLB | Milwaukee Brewers | — | 614 | 558 | 158 | 34 | 4 | 31 | 45 | 140 | 6 | 7 | 6 | 283 | 343 | 525 | 868 | 242 | 324 | 23 | 7 | 376 | 140 | +29 | -1 | -15 | -7 | +13 | 2.1 |
| 2011 | 29 | MLB | Milwaukee Brewers | — | 551 | 492 | 140 | 25 | 4 | 26 | 51 | 114 | 4 | 7 | 6 | 285 | 356 | 510 | 867 | 226 | 323 | 21 | 9 | 378 | 141 | +27 | -1 | -4 | -6 | +12 | 2.9 |
| 2011 | 29 | AAA | Nashville Sounds | — | 15 | 15 | 2 | 2 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 133 | 133 | 267 | 400 | 133 | 167 | 20 | 0 | 171 | -32 | — | — | — | — | — | — |
| 2012 | 30 | MLB | Milwaukee Brewers | — | 622 | 562 | 152 | 35 | 4 | 30 | 44 | 151 | 11 | 5 | 0 | 270 | 335 | 507 | 843 | 237 | 318 | 24 | 7 | 366 | 131 | +23 | +1 | -14 | -11 | +13 | 1.2 |
| 2014 | 32 | MLB | Seattle Mariners | — | 255 | 232 | 47 | 9 | 0 | 6 | 16 | 59 | 6 | 2 | 0 | 203 | 272 | 319 | 591 | 116 | 244 | 23 | 6 | 269 | 68 | -10 | +0 | -2 | -4 | +6 | -0.9 |
| 2014 | 32 | AAA | Tacoma Rainiers | — | 77 | 70 | 20 | 4 | 2 | 4 | 7 | 13 | 0 | 0 | 0 | 286 | 351 | 571 | 922 | 286 | 302 | 17 | 9 | 398 | 82 | — | — | — | — | — | — |
| 2015 | 33 | MLB | Pittsburgh Pirates | — | 57 | 54 | 12 | 1 | 0 | 2 | 1 | 19 | 1 | 0 | 0 | 222 | 250 | 352 | 602 | 130 | 294 | 33 | 2 | 264 | 60 | -3 | +0 | -1 | -2 | +1 | -0.5 |
| 2015 | 33 | AAA | Indianapolis Indians | — | 43 | 42 | 7 | 1 | 0 | 2 | 1 | 15 | 0 | 0 | 0 | 167 | 186 | 333 | 519 | 167 | 200 | 35 | 2 | 227 | -1 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 4113 | 3728 | 1009 | 221 | 33 | 162 | 286 | 852 | 52 | 85 | 40 | 271 | 331 | 478 | 809 | 207 | 308 | 21 | 7 | 352 | 124 | +120 | +1 | -61 | -49 | +89 | 10.2 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 23 | MLB MLE | Milwaukee Brewers | — | 63 | 57 | 11 | 2 | 1 | 2 | 6 | 11 | 0 | 2 | 0 | 193 | 270 | 368 | 638 | 175 | 205 | 17 | 10 | 285 | 79 | -2 | +0 | -1 | +2 | +1 | 0.1 |
| 2005 | 23 | AAA MLE | Nashville Sounds | — | 489 | 442 | 115 | 24 | 7 | 14 | 35 | 113 | 3 | 31 | 7 | 260 | 319 | 441 | 760 | 181 | 305 | 23 | 7 | 324 | 105 | — | — | — | — | — | — |
| 2006 | 24 | MLB MLE | Milwaukee Brewers | — | 256 | 238 | 67 | 13 | 2 | 9 | 16 | 58 | 0 | 5 | 8 | 282 | 327 | 466 | 793 | 185 | 337 | 23 | 6 | 347 | 121 | +6 | -2 | -4 | -4 | +6 | 0.2 |
| 2006 | 24 | AAA MLE | Nashville Sounds | — | 115 | 103 | 27 | 8 | 1 | 3 | 9 | 32 | 1 | 11 | 2 | 262 | 327 | 447 | 774 | 184 | 327 | 28 | 8 | 330 | 109 | — | — | — | — | — | — |
| 2007 | 25 | MLB MLE | Milwaukee Brewers | — | 566 | 508 | 149 | 33 | 9 | 24 | 33 | 99 | 13 | 23 | 7 | 293 | 352 | 535 | 887 | 242 | 321 | 17 | 6 | 379 | 143 | +29 | +2 | +0 | -6 | +12 | 3.8 |
| 2008 | 26 | MLB MLE | Milwaukee Brewers | — | 657 | 614 | 164 | 45 | 6 | 20 | 25 | 109 | 5 | 23 | 7 | 267 | 301 | 458 | 759 | 191 | 293 | 17 | 4 | 326 | 107 | +5 | +2 | -11 | -7 | +14 | 0.3 |
| 2009 | 27 | MLB MLE | Milwaukee Brewers | — | 472 | 419 | 109 | 24 | 3 | 12 | 43 | 92 | 6 | 11 | 6 | 260 | 338 | 418 | 755 | 158 | 305 | 19 | 9 | 336 | 113 | +7 | -0 | -10 | -5 | +10 | 0.2 |
| 2010 | 28 | MLB MLE | Milwaukee Brewers | — | 614 | 560 | 159 | 36 | 4 | 30 | 43 | 140 | 6 | 7 | 6 | 284 | 342 | 523 | 865 | 239 | 324 | 23 | 7 | 375 | 140 | +29 | -1 | -15 | -7 | +13 | 2.1 |
| 2011 | 29 | MLB MLE | Milwaukee Brewers | — | 551 | 493 | 141 | 27 | 4 | 25 | 50 | 114 | 4 | 7 | 6 | 286 | 356 | 509 | 866 | 223 | 323 | 21 | 9 | 377 | 141 | +27 | -1 | -4 | -6 | +12 | 2.9 |
| 2011 | 29 | AAA MLE | Nashville Sounds | — | 15 | 15 | 1 | 1 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 67 | 67 | 133 | 200 | 67 | 130 | 27 | 0 | 121 | -32 | — | — | — | — | — | — |
| 2012 | 30 | MLB MLE | Milwaukee Brewers | — | 622 | 567 | 153 | 37 | 4 | 29 | 39 | 151 | 11 | 5 | 0 | 270 | 329 | 503 | 832 | 233 | 318 | 24 | 6 | 362 | 131 | +23 | +1 | -14 | -11 | +13 | 1.2 |
| 2014 | 32 | MLB MLE | Seattle Mariners | — | 255 | 233 | 47 | 9 | 0 | 6 | 15 | 59 | 6 | 2 | 0 | 202 | 268 | 318 | 585 | 116 | 244 | 23 | 6 | 269 | 68 | -10 | +0 | -2 | -4 | +6 | -0.9 |
| 2014 | 32 | AAA MLE | Tacoma Rainiers | — | 77 | 73 | 15 | 3 | 1 | 3 | 4 | 16 | 0 | 0 | 0 | 205 | 247 | 397 | 644 | 192 | 235 | 21 | 5 | 289 | 82 | — | — | — | — | — | — |
| 2015 | 33 | MLB MLE | Pittsburgh Pirates | — | 57 | 55 | 12 | 1 | 0 | 2 | 0 | 19 | 1 | 0 | 0 | 218 | 232 | 345 | 578 | 127 | 294 | 33 | 0 | 257 | 60 | -3 | +0 | -1 | -2 | +1 | -0.5 |
| 2015 | 33 | AAA MLE | Indianapolis Indians | — | 43 | 42 | 6 | 1 | 0 | 2 | 1 | 18 | 0 | 0 | 0 | 143 | 163 | 310 | 472 | 167 | 163 | 42 | 2 | 167 | -1 | — | — | — | — | — | — |
| 2005 | 23 | AAA MLE | 2 teams | — | 552 | 499 | 126 | 26 | 8 | 16 | 41 | 124 | 3 | 33 | 7 | 253 | 313 | 433 | 746 | 180 | 301 | 22 | 7 | 320 | 102 | — | — | — | — | — | — |
| 2005 | 23 | AAA RAW | 2 teams | — | 552 | 486 | 143 | 31 | 10 | 19 | 54 | 99 | 3 | 33 | 7 | 294 | 368 | 516 | 885 | 222 | 332 | 18 | 10 | 381 | 102 | — | — | — | — | — | — |
| 2006 | 24 | MLB MLE | 2 teams | — | 371 | 341 | 94 | 21 | 3 | 12 | 25 | 90 | 1 | 16 | 10 | 276 | 327 | 460 | 787 | 185 | 337 | 24 | 7 | 341 | 117 | +8 | -1 | -4 | -4 | +8 | 0.7 |
| 2006 | 24 | MLB RAW | 2 teams | — | 371 | 337 | 99 | 23 | 3 | 13 | 29 | 83 | 1 | 16 | 10 | 294 | 351 | 496 | 847 | 202 | 351 | 22 | 8 | 368 | 117 | +8 | -1 | -4 | -4 | +8 | 0.7 |
| 2007 | 25 | MLB MLE | Milwaukee Brewers | — | 566 | 508 | 149 | 33 | 9 | 24 | 33 | 99 | 13 | 23 | 7 | 293 | 352 | 535 | 887 | 242 | 319 | 17 | 6 | 379 | 143 | +29 | +2 | +0 | -6 | +12 | 3.8 |
| 2007 | 25 | MLB RAW | Milwaukee Brewers | — | 566 | 505 | 149 | 33 | 9 | 24 | 36 | 99 | 13 | 23 | 7 | 295 | 357 | 539 | 896 | 244 | 321 | 17 | 6 | 383 | 143 | +29 | +2 | +0 | -6 | +12 | 3.8 |
| 2008 | 26 | MLB MLE | Milwaukee Brewers | — | 657 | 614 | 164 | 45 | 6 | 20 | 25 | 109 | 5 | 23 | 7 | 267 | 301 | 458 | 759 | 191 | 291 | 17 | 4 | 326 | 107 | +5 | +2 | -11 | -7 | +14 | 0.3 |
| 2008 | 26 | MLB RAW | Milwaukee Brewers | — | 657 | 612 | 164 | 45 | 6 | 20 | 27 | 109 | 5 | 23 | 7 | 268 | 304 | 459 | 763 | 191 | 293 | 17 | 4 | 328 | 107 | +5 | +2 | -11 | -7 | +14 | 0.3 |
| 2009 | 27 | MLB MLE | Milwaukee Brewers | — | 472 | 419 | 109 | 24 | 3 | 12 | 43 | 92 | 6 | 11 | 6 | 260 | 338 | 418 | 755 | 158 | 305 | 19 | 9 | 336 | 113 | +7 | -0 | -10 | -5 | +10 | 0.2 |
| 2009 | 27 | MLB RAW | Milwaukee Brewers | — | 472 | 419 | 109 | 24 | 3 | 12 | 43 | 92 | 6 | 11 | 6 | 260 | 338 | 418 | 755 | 158 | 305 | 19 | 9 | 336 | 113 | +7 | -0 | -10 | -5 | +10 | 0.2 |
| 2010 | 28 | MLB MLE | Milwaukee Brewers | — | 614 | 560 | 159 | 36 | 4 | 30 | 43 | 140 | 6 | 7 | 6 | 284 | 342 | 523 | 865 | 239 | 327 | 23 | 7 | 375 | 140 | +29 | -1 | -15 | -7 | +13 | 2.1 |
| 2010 | 28 | MLB RAW | Milwaukee Brewers | — | 614 | 558 | 158 | 34 | 4 | 31 | 45 | 140 | 6 | 7 | 6 | 283 | 343 | 525 | 868 | 242 | 324 | 23 | 7 | 376 | 140 | +29 | -1 | -15 | -7 | +13 | 2.1 |
| 2011 | 29 | MLB MLE | 2 teams | — | 566 | 508 | 142 | 28 | 4 | 25 | 50 | 118 | 4 | 7 | 6 | 280 | 349 | 498 | 847 | 219 | 320 | 21 | 9 | 370 | 137 | +25 | -1 | -4 | -6 | +12 | 2.7 |
| 2011 | 29 | MLB RAW | 2 teams | — | 566 | 507 | 142 | 27 | 4 | 26 | 51 | 117 | 4 | 7 | 6 | 280 | 351 | 503 | 853 | 223 | 318 | 21 | 9 | 372 | 137 | +25 | -1 | -4 | -6 | +12 | 2.7 |
| 2012 | 30 | MLB MLE | Milwaukee Brewers | — | 622 | 567 | 153 | 37 | 4 | 29 | 39 | 151 | 11 | 5 | 0 | 270 | 329 | 503 | 832 | 233 | 318 | 24 | 6 | 362 | 131 | +23 | +1 | -14 | -11 | +13 | 1.2 |
| 2012 | 30 | MLB RAW | Milwaukee Brewers | — | 622 | 562 | 152 | 35 | 4 | 30 | 44 | 151 | 11 | 5 | 0 | 270 | 335 | 507 | 843 | 237 | 318 | 24 | 7 | 366 | 131 | +23 | +1 | -14 | -11 | +13 | 1.2 |
| 2014 | 32 | MLB MLE | 2 teams | — | 332 | 306 | 62 | 12 | 1 | 9 | 19 | 75 | 6 | 2 | 0 | 203 | 263 | 337 | 599 | 134 | 238 | 23 | 6 | 273 | 71 | -11 | +0 | -2 | -4 | +7 | -0.9 |
| 2014 | 32 | MLB RAW | 2 teams | — | 332 | 302 | 67 | 13 | 2 | 10 | 23 | 72 | 6 | 2 | 0 | 222 | 290 | 377 | 668 | 156 | 258 | 22 | 7 | 299 | 71 | -11 | +0 | -2 | -4 | +7 | -0.9 |
| 2015 | 33 | MLB MLE | 2 teams | — | 100 | 97 | 18 | 2 | 0 | 4 | 1 | 37 | 1 | 0 | 0 | 186 | 202 | 330 | 532 | 144 | 246 | 37 | 1 | 218 | 34 | -8 | +0 | -1 | -2 | +2 | -0.9 |
| 2015 | 33 | MLB RAW | 2 teams | — | 100 | 96 | 19 | 2 | 0 | 4 | 2 | 34 | 1 | 0 | 0 | 198 | 222 | 344 | 566 | 146 | 254 | 34 | 2 | 248 | 34 | -8 | +0 | -1 | -2 | +2 | -0.9 |
| 2005 | 23 | AAA MLE | 2 teams | — | 552 | 503 | 126 | 26 | 8 | 16 | 41 | 124 | 3 | 33 | 7 | 250 | 313 | 429 | 742 | 179 | 294 | 22 | 7 | 320 | 102 | — | — | — | — | — | — |
| 2006 | 24 | MLB MLE | 2 teams | — | 371 | 342 | 94 | 21 | 3 | 12 | 25 | 90 | 1 | 16 | 10 | 275 | 327 | 459 | 786 | 184 | 334 | 24 | 7 | 341 | 117 | — | — | — | — | — | — |
| 2007 | 25 | MLB MLE | Milwaukee Brewers | — | 566 | 515 | 149 | 33 | 9 | 24 | 33 | 99 | 13 | 23 | 7 | 289 | 352 | 528 | 880 | 239 | 321 | 17 | 6 | 379 | 143 | — | — | — | — | — | — |
| 2008 | 26 | MLB MLE | Milwaukee Brewers | — | 657 | 622 | 164 | 45 | 6 | 20 | 25 | 109 | 5 | 23 | 7 | 264 | 301 | 452 | 753 | 188 | 293 | 17 | 4 | 326 | 107 | — | — | — | — | — | — |
| 2009 | 27 | MLB MLE | Milwaukee Brewers | — | 472 | 420 | 109 | 24 | 3 | 12 | 43 | 92 | 6 | 11 | 6 | 260 | 338 | 417 | 754 | 157 | 305 | 19 | 9 | 336 | 113 | — | — | — | — | — | — |
| 2010 | 28 | MLB MLE | Milwaukee Brewers | — | 614 | 560 | 159 | 36 | 4 | 30 | 43 | 140 | 6 | 7 | 6 | 284 | 342 | 523 | 865 | 239 | 324 | 23 | 7 | 375 | 140 | — | — | — | — | — | — |
| 2011 | 29 | MLB MLE | 2 teams | — | 566 | 507 | 142 | 28 | 4 | 25 | 50 | 118 | 4 | 7 | 6 | 280 | 349 | 499 | 848 | 219 | 318 | 21 | 9 | 370 | 137 | — | — | — | — | — | — |
| 2012 | 30 | MLB MLE | Milwaukee Brewers | — | 622 | 567 | 153 | 37 | 4 | 29 | 39 | 151 | 11 | 5 | 0 | 270 | 329 | 503 | 832 | 233 | 318 | 24 | 6 | 362 | 131 | — | — | — | — | — | — |
| 2014 | 32 | MLB MLE | 2 teams | — | 332 | 304 | 62 | 12 | 1 | 9 | 19 | 75 | 6 | 2 | 0 | 204 | 263 | 339 | 602 | 135 | 242 | 23 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2015 | 33 | MLB MLE | 2 teams | — | 100 | 98 | 18 | 2 | 0 | 4 | 1 | 37 | 1 | 0 | 0 | 184 | 202 | 327 | 529 | 143 | 238 | 37 | 1 | 218 | 34 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 4113 | 3728 | 1009 | 221 | 33 | 162 | 286 | 852 | 52 | 85 | 40 | 271 | 331 | 478 | 809 | 207 | 308 | 21 | 7 | 352 | 119 | +120 | +1 | -61 | -49 | +89 | 10.2 | |
| / 162G | — | A+C | — | 650 | 589 | 160 | 35 | 5 | 26 | 45 | 135 | 8 | 13 | 6 | 272 | 331 | 480 | 812 | 209 | 309 | 21 | 7 | 352 | 119 | +19 | +0 | -10 | -8 | +14 | 1.6 | |
| Career | — | MLE | — | 4852 | 4419 | 1176 | 264 | 42 | 181 | 319 | 1035 | 56 | 127 | 49 | 266 | 324 | 468 | 791 | 202 | 307 | 21 | 7 | 344 | 119 | +120 | +1 | -61 | -49 | +89 | 10.2 | |
| / 162G | — | MLE | — | 650 | 592 | 157 | 35 | 6 | 24 | 43 | 139 | 8 | 17 | 7 | 265 | 323 | 466 | 790 | 201 | 306 | 21 | 7 | 344 | 119 | +19 | +0 | -10 | -8 | +14 | 1.6 | |
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.
2015 AAAIndianapolis Indians · 43 PAwOBA .220 → .167 (−53)K% 34.9% → 42.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 34.88% | ÷0.977 | ×1.200 | — | — | 42.83% |
| BB% (unintentional) /PA | 2.33% | ÷1.077 | ×0.690 | — | ×0.942 | 1.40% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.942 | 0.00% |
| Singles /BIP | 14.81% | ÷1.044 | ×0.930 | — | ×0.942 | 12.43% |
| Doubles /BIP | 3.70% | ÷1.050 | ×0.830 | — | ×0.942 | 2.76% |
| Triples /BIP | 0.00% | ÷1.041 | ×0.970 | — | ×0.942 | 0.00% |
| Home runs /BIP | 7.41% | ÷0.847 | ×0.840 | — | ×0.942 | 6.92% |
Factors used: league row IL. Park (home-season share, regressed): HR 69, 1B 109, 2B 110, 3B 108, K 95, BB 115 — applied at half strength. Age: age 33 vs a level average of 27.2 → −5.8% on BB/HBP/hit rates (5.8 yr older than average).
Result: wOBA .220 → .167; ISO .167 → .134; BABIP .200 → .163. 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).
2014 AAATacoma Rainiers · 77 PAwOBA .387 → .289 (−97)K% 16.9% → 21.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.88% | ÷1.017 | ×1.290 | — | — | 21.42% |
| BB% (unintentional) /PA | 9.09% | ÷1.052 | ×0.710 | — | ×0.952 | 5.84% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.952 | 0.00% |
| Singles /BIP | 17.54% | ÷1.016 | ×0.900 | ×0.950 | ×0.952 | 14.06% |
| Doubles /BIP | 7.02% | ÷0.937 | ×0.810 | ×0.950 | ×0.952 | 5.48% |
| Triples /BIP | 3.51% | ÷0.971 | ×0.810 | ×0.950 | ×0.952 | 2.65% |
| Home runs /BIP | 7.02% | ÷0.963 | ×0.780 | — | ×0.952 | 5.41% |
Factors used: league row PCL. Park (home-season share, regressed): HR 93, 1B 103, 2B 87, 3B 94, K 103, BB 110 — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .387 → .289; ISO .286 → .216; BABIP .302 → .235. 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).
2011 AAANashville Sounds · 15 PAwOBA .166 → .121 (−45)K% 20.0% → 24.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷1.035 | ×1.290 | — | — | 24.94% |
| BB% (unintentional) /PA | 0.00% | ÷0.950 | ×0.710 | — | ×0.982 | 0.00% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.982 | 0.00% |
| Singles /BIP | 0.00% | ÷0.980 | ×0.900 | — | ×0.982 | 0.00% |
| Doubles /BIP | 16.67% | ÷1.024 | ×0.810 | — | ×0.982 | 12.95% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.810 | — | ×0.982 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.028 | ×0.780 | — | ×0.982 | 0.00% |
Factors used: league row PCL. Park (home-season share, regressed): HR 106, 1B 96, 2B 105, 3B 130, K 107, BB 90 — applied at half strength. Age: age 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average).
Result: wOBA .166 → .121; ISO .133 → .097; BABIP .167 → .130. 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).
2006 AAANashville Sounds · 115 PAwOBA .407 → .330 (−77)K% 21.7% → 28.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.74% | ÷1.000 | ×1.290 | — | — | 28.04% |
| BB% (unintentional) /PA | 10.43% | ÷1.000 | ×0.710 | — | ×1.048 | 7.76% |
| HBP% /PA | 0.87% | — | ×0.980 | — | ×1.048 | 0.89% |
| Singles /BIP | 22.67% | ÷1.000 | ×0.900 | ×0.950 | ×1.048 | 20.31% |
| Doubles /BIP | 13.33% | ÷1.000 | ×0.810 | ×0.950 | ×1.048 | 10.75% |
| Triples /BIP | 1.33% | ÷1.000 | ×0.810 | ×0.950 | ×1.048 | 1.08% |
| Home runs /BIP | 5.33% | ÷1.000 | ×0.780 | — | ×1.048 | 4.36% |
Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.950.
Result: wOBA .407 → .330; ISO .240 → .189; BABIP .384 → .327. 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).
2005 AAANashville Sounds · 489 PAwOBA .387 → .324 (−63)K% 18.0% → 23.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.00% | ÷1.000 | ×1.290 | — | — | 23.21% |
| BB% (unintentional) /PA | 9.61% | ÷1.000 | ×0.710 | — | ×1.050 | 7.17% |
| HBP% /PA | 0.61% | — | ×0.980 | — | ×1.050 | 0.63% |
| Singles /BIP | 22.58% | ÷1.000 | ×0.900 | ×0.967 | ×1.050 | 20.63% |
| Doubles /BIP | 8.50% | ÷1.000 | ×0.810 | ×0.967 | ×1.050 | 6.99% |
| Triples /BIP | 2.64% | ÷1.000 | ×0.810 | ×0.967 | ×1.050 | 2.17% |
| Home runs /BIP | 4.99% | ÷1.000 | ×0.780 | — | ×1.050 | 4.08% |
Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.967.
Result: wOBA .387 → .324; ISO .228 → .185; BABIP .348 → .305. 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).