Randal Grichuk
LF Chicago White Sox| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR |
|---|---|---|---|---|---|---|---|---|
| 2024 | 32 | MLBARI | 279 | .291/.350/.528 | 12 | 0 | 138 | 1.4 |
| 2025 | 33 | MLBKC | 293 | .228/.276/.401 | 9 | 0 | 89 | -0.4 |
| 2026 | 34 | MLBCWS | 280 | .287/.318/.566 | 15 | 0 | 136 | 1.5 |
| 2027PROJ | 35 | MLBCWS | 170 | .263/.302/.493 | 8 | 1 | 117 | 0.5 |
| 2028PROJ | 36 | MLBCWS | 128 | .249/.286/.462 | 5 | 0 | 104 | -0.5 |
Tools · Recent Form · Splits · 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) | |||||||||||||||||||||||||||||||
| 2009 | 17 | ROK | AZL Angels | — | 256 | 236 | 76 | 13 | 10 | 7 | 9 | 64 | 4 | 6 | 4 | 322 | 357 | 551 | 908 | 229 | 408 | 25 | 4 | 384 | 71 | — | — | — | — | — | — |
| 2010 | 18 | A | Cedar Rapids Kernels | — | 214 | 202 | 59 | 19 | 4 | 7 | 9 | 50 | 2 | 4 | 0 | 292 | 329 | 530 | 858 | 238 | 356 | 23 | 4 | 371 | 83 | — | — | — | — | — | — |
| 2010 | 18 | ROK | AZL Angels | — | 52 | 49 | 16 | 3 | 2 | 4 | 3 | 9 | 0 | 0 | 0 | 327 | 365 | 714 | 1.080 | 388 | 333 | 17 | 6 | 458 | 101 | — | — | — | — | — | — |
| 2011 | 19 | A+ | Inland Empire 66ers | — | 57 | 53 | 15 | 4 | 2 | 1 | 0 | 13 | 3 | 0 | 0 | 283 | 321 | 491 | 812 | 208 | 350 | 23 | 0 | 349 | 75 | — | — | — | — | — | — |
| 2011 | 19 | A | Cedar Rapids Kernels | — | 131 | 122 | 28 | 7 | 4 | 2 | 6 | 29 | 1 | 0 | 1 | 230 | 271 | 402 | 673 | 172 | 280 | 22 | 5 | 291 | 34 | — | — | — | — | — | — |
| 2011 | 19 | ROK | AZL Angels | — | 28 | 24 | 8 | 1 | 1 | 0 | 2 | 4 | 0 | 0 | 0 | 333 | 385 | 458 | 843 | 125 | 364 | 14 | 7 | 347 | 81 | — | — | — | — | — | — |
| 2012 | 20 | A+ | Inland Empire 66ers | — | 575 | 537 | 160 | 30 | 9 | 18 | 23 | 92 | 9 | 16 | 6 | 298 | 337 | 488 | 825 | 190 | 329 | 16 | 4 | 359 | 91 | — | — | — | — | — | — |
| 2012 | 20 | INTL | Scottsdale Scorpions | — | 64 | 57 | 13 | 1 | 0 | 2 | 4 | 18 | 2 | 2 | 0 | 228 | 302 | 351 | 652 | 123 | 289 | 28 | 6 | 293 | 84 | — | — | — | — | — | — |
| 2013 | 21 | AA | Arkansas Travelers | — | 542 | 500 | 128 | 27 | 8 | 22 | 28 | 92 | 9 | 9 | 5 | 256 | 307 | 474 | 781 | 218 | 272 | 17 | 5 | 339 | 82 | — | — | — | — | — | — |
| 2014 | 22 | MLB | St. Louis Cardinals | — | 116 | 110 | 27 | 6 | 1 | 3 | 5 | 31 | 0 | 0 | 2 | 245 | 278 | 400 | 678 | 155 | 316 | 27 | 4 | 297 | 88 | -2 | -1 | +2 | -6 | +3 | -0.4 |
| 2014 | 22 | AAA | Memphis Redbirds | — | 472 | 436 | 113 | 23 | 2 | 25 | 28 | 108 | 6 | 8 | 5 | 259 | 313 | 493 | 806 | 234 | 289 | 23 | 6 | 351 | 69 | — | — | — | — | — | — |
| 2015 | 23 | MLB | St. Louis Cardinals | — | 350 | 323 | 89 | 23 | 7 | 17 | 22 | 110 | 4 | 4 | 2 | 276 | 330 | 548 | 878 | 272 | 365 | 31 | 6 | 379 | 143 | +18 | +0 | -0 | -4 | +8 | 2.2 |
| 2016 | 24 | MLB | St. Louis Cardinals | — | 478 | 446 | 107 | 29 | 3 | 24 | 28 | 141 | 3 | 5 | 4 | 240 | 289 | 480 | 769 | 240 | 294 | 29 | 6 | 335 | 116 | +9 | -1 | -2 | +2 | +10 | 1.9 |
| 2016 | 24 | AAA | Memphis Redbirds | — | 86 | 81 | 22 | 4 | 1 | 6 | 2 | 14 | 2 | 0 | 0 | 272 | 306 | 568 | 874 | 296 | 258 | 16 | 2 | 373 | 95 | — | — | — | — | — | — |
| 2017 | 25 | MLB | St. Louis Cardinals | — | 442 | 412 | 98 | 25 | 3 | 22 | 26 | 133 | 2 | 6 | 1 | 238 | 286 | 473 | 760 | 235 | 293 | 30 | 6 | 330 | 110 | +5 | +1 | +2 | -5 | +10 | 1.2 |
| 2017 | 25 | AAA | Memphis Redbirds | — | 67 | 63 | 17 | 3 | 0 | 6 | 3 | 20 | 1 | 0 | 0 | 270 | 313 | 603 | 917 | 333 | 297 | 30 | 4 | 394 | 82 | — | — | — | — | — | — |
| 2018 | 26 | MLB | Toronto Blue Jays | — | 462 | 424 | 104 | 32 | 1 | 25 | 27 | 122 | 8 | 3 | 2 | 245 | 303 | 502 | 805 | 257 | 282 | 26 | 6 | 349 | 122 | +12 | -0 | +4 | -5 | +10 | 2.2 |
| 2019 | 27 | MLB | Toronto Blue Jays | — | 628 | 586 | 136 | 29 | 5 | 31 | 35 | 163 | 5 | 2 | 1 | 232 | 281 | 457 | 738 | 225 | 266 | 26 | 6 | 322 | 103 | +3 | +0 | +0 | -7 | +14 | 1.0 |
| 2020 | 28 | MLB | Toronto Blue Jays | — | 231 | 216 | 59 | 9 | 0 | 12 | 13 | 49 | 0 | 1 | 1 | 273 | 314 | 481 | 796 | 208 | 299 | 21 | 6 | 346 | 118 | +5 | -0 | +0 | +1 | +5 | 1.1 |
| 2021 | 29 | MLB | Toronto Blue Jays | — | 545 | 511 | 123 | 25 | 1 | 22 | 27 | 114 | 3 | 0 | 3 | 241 | 283 | 423 | 706 | 182 | 266 | 21 | 5 | 309 | 95 | -3 | -1 | +0 | +2 | +12 | 1.0 |
| 2022 | 30 | MLB | Colorado Rockies | — | 538 | 506 | 131 | 21 | 3 | 19 | 24 | 127 | 6 | 4 | 0 | 259 | 300 | 425 | 725 | 166 | 309 | 24 | 4 | 320 | 91 | -5 | +1 | -5 | -6 | +12 | -0.4 |
| 2023 | 31 | MLB | Los Angeles Angels | — | 471 | 434 | 116 | 31 | 2 | 16 | 29 | 96 | 6 | 2 | 2 | 267 | 322 | 459 | 780 | 191 | 309 | 20 | 6 | 343 | 118 | +10 | -0 | -7 | -5 | +10 | 0.8 |
| 2023 | 31 | AAA | Albuquerque Isotopes | — | 36 | 33 | 3 | 1 | 0 | 0 | 3 | 6 | 0 | 0 | 0 | 91 | 167 | 121 | 288 | 30 | 111 | 17 | 8 | 144 | -41 | — | — | — | — | — | — |
| 2024 | 32 | MLB | Arizona Diamondbacks | — | 279 | 254 | 74 | 20 | 2 | 12 | 20 | 46 | 3 | 0 | 0 | 291 | 350 | 528 | 878 | 236 | 313 | 16 | 7 | 381 | 138 | +13 | +0 | -2 | -3 | +6 | 1.4 |
| 2024 | 32 | AAA | Reno Aces | — | 16 | 14 | 4 | 0 | 0 | 1 | 1 | 3 | 1 | 0 | 0 | 286 | 375 | 500 | 875 | 214 | 300 | 19 | 6 | 389 | 69 | — | — | — | — | — | — |
| 2025 | 33 | MLB | Kansas City Royals | — | 293 | 272 | 62 | 18 | 1 | 9 | 17 | 61 | 1 | 0 | 1 | 228 | 276 | 401 | 677 | 173 | 259 | 21 | 6 | 296 | 89 | -4 | -0 | -3 | -3 | +6 | -0.4 |
| 2026 | 34 | MLB | Chicago White Sox | — | 280 | 265 | 76 | 25 | 2 | 15 | 11 | 61 | 1 | 0 | 0 | 287 | 318 | 566 | 884 | 279 | 318 | 22 | 4 | 378 | 136 | +12 | +0 | -1 | -3 | +6 | 1.5 |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 5113 | 4759 | 1202 | 293 | 31 | 227 | 284 | 1254 | 42 | 27 | 19 | 253 | 300 | 470 | 771 | 218 | 295 | 25 | 6 | 336 | 113 | +81 | -2 | -11 | -43 | +111 | 13.9 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2009 | 17 | ROK MLE | AZL Angels | — | 256 | 239 | 56 | 9 | 7 | 5 | 6 | 92 | 4 | 6 | 4 | 234 | 265 | 393 | 658 | 159 | 331 | 36 | 2 | 273 | 71 | — | — | — | — | — | — |
| 2010 | 18 | A MLE | Cedar Rapids Kernels | — | 214 | 205 | 49 | 15 | 3 | 5 | 6 | 71 | 2 | 4 | 0 | 239 | 268 | 415 | 682 | 176 | 334 | 33 | 3 | 291 | 83 | — | — | — | — | — | — |
| 2010 | 18 | ROK MLE | AZL Angels | — | 52 | 50 | 11 | 2 | 1 | 3 | 2 | 13 | 0 | 0 | 0 | 220 | 250 | 480 | 730 | 260 | 255 | 25 | 4 | 317 | 101 | — | — | — | — | — | — |
| 2011 | 19 | A+ MLE | Inland Empire 66ers | — | 57 | 53 | 12 | 3 | 1 | 1 | 0 | 18 | 3 | 0 | 0 | 226 | 268 | 377 | 645 | 151 | 311 | 32 | 0 | 279 | 75 | — | — | — | — | — | — |
| 2011 | 19 | A MLE | Cedar Rapids Kernels | — | 131 | 124 | 21 | 5 | 3 | 1 | 4 | 41 | 1 | 0 | 1 | 169 | 202 | 282 | 484 | 113 | 237 | 31 | 3 | 218 | 34 | — | — | — | — | — | — |
| 2011 | 19 | ROK MLE | AZL Angels | — | 28 | 25 | 7 | 1 | 1 | 0 | 1 | 6 | 0 | 0 | 0 | 280 | 308 | 400 | 708 | 120 | 289 | 21 | 4 | 288 | 81 | — | — | — | — | — | — |
| 2012 | 20 | A+ MLE | Inland Empire 66ers | — | 575 | 546 | 138 | 25 | 6 | 20 | 14 | 127 | 9 | 16 | 6 | 253 | 283 | 430 | 713 | 178 | 287 | 22 | 2 | 303 | 91 | — | — | — | — | — | — |
| 2013 | 21 | AA MLE | Arkansas Travelers | — | 542 | 510 | 116 | 23 | 8 | 19 | 18 | 113 | 9 | 9 | 5 | 227 | 266 | 416 | 682 | 188 | 250 | 21 | 3 | 289 | 82 | — | — | — | — | — | — |
| 2014 | 22 | MLB MLE | St. Louis Cardinals | — | 116 | 110 | 27 | 6 | 1 | 3 | 5 | 31 | 0 | 0 | 2 | 245 | 278 | 400 | 678 | 155 | 316 | 27 | 4 | 299 | 88 | -2 | -1 | +2 | -6 | +3 | -0.4 |
| 2014 | 22 | AAA MLE | Memphis Redbirds | — | 472 | 445 | 92 | 19 | 2 | 19 | 19 | 140 | 6 | 8 | 5 | 207 | 249 | 387 | 635 | 180 | 249 | 30 | 4 | 270 | 69 | — | — | — | — | — | — |
| 2015 | 23 | MLB MLE | St. Louis Cardinals | — | 350 | 325 | 89 | 22 | 7 | 18 | 20 | 110 | 4 | 4 | 2 | 274 | 324 | 551 | 875 | 277 | 365 | 31 | 6 | 380 | 143 | +18 | +0 | -0 | -4 | +8 | 2.2 |
| 2016 | 24 | MLB MLE | St. Louis Cardinals | — | 478 | 446 | 108 | 28 | 3 | 26 | 28 | 141 | 3 | 5 | 4 | 242 | 291 | 493 | 785 | 251 | 294 | 29 | 6 | 340 | 116 | +9 | -1 | -2 | +2 | +10 | 1.9 |
| 2016 | 24 | AAA MLE | Memphis Redbirds | — | 86 | 82 | 19 | 3 | 1 | 5 | 1 | 18 | 2 | 0 | 0 | 232 | 259 | 476 | 734 | 244 | 226 | 21 | 1 | 308 | 95 | — | — | — | — | — | — |
| 2017 | 25 | MLB MLE | St. Louis Cardinals | — | 442 | 415 | 99 | 24 | 3 | 24 | 23 | 133 | 2 | 6 | 1 | 239 | 282 | 484 | 766 | 246 | 293 | 30 | 5 | 331 | 110 | +5 | +1 | +2 | -5 | +10 | 1.2 |
| 2017 | 25 | AAA MLE | Memphis Redbirds | — | 67 | 65 | 13 | 2 | 0 | 4 | 1 | 26 | 1 | 0 | 0 | 200 | 224 | 415 | 639 | 215 | 255 | 39 | 1 | 290 | 82 | — | — | — | — | — | — |
| 2018 | 26 | MLB MLE | Toronto Blue Jays | — | 462 | 424 | 104 | 32 | 1 | 25 | 27 | 122 | 8 | 3 | 2 | 245 | 303 | 502 | 805 | 257 | 282 | 26 | 6 | 348 | 122 | +12 | -0 | +4 | -5 | +10 | 2.2 |
| 2019 | 27 | MLB MLE | Toronto Blue Jays | — | 628 | 586 | 136 | 29 | 5 | 31 | 35 | 163 | 5 | 2 | 1 | 232 | 281 | 457 | 738 | 225 | 266 | 26 | 6 | 321 | 103 | +3 | +0 | +0 | -7 | +14 | 1.0 |
| 2020 | 28 | MLB MLE | Toronto Blue Jays | — | 231 | 217 | 59 | 9 | 0 | 12 | 12 | 49 | 0 | 1 | 1 | 272 | 310 | 479 | 789 | 207 | 299 | 21 | 5 | 343 | 118 | +5 | -0 | +0 | +1 | +5 | 1.1 |
| 2021 | 29 | MLB MLE | Toronto Blue Jays | — | 545 | 511 | 123 | 25 | 1 | 22 | 27 | 114 | 3 | 0 | 3 | 241 | 283 | 423 | 706 | 182 | 266 | 21 | 5 | 309 | 95 | -3 | -1 | +0 | +2 | +12 | 1.0 |
| 2022 | 30 | MLB MLE | Colorado Rockies | — | 538 | 506 | 124 | 20 | 2 | 17 | 24 | 127 | 6 | 4 | 0 | 245 | 287 | 393 | 681 | 148 | 309 | 24 | 4 | 303 | 91 | -5 | +1 | -5 | -6 | +12 | -0.4 |
| 2023 | 31 | MLB MLE | Los Angeles Angels | — | 471 | 436 | 117 | 32 | 2 | 16 | 27 | 96 | 6 | 2 | 2 | 268 | 320 | 461 | 781 | 193 | 309 | 20 | 6 | 342 | 118 | +10 | -0 | -7 | -5 | +10 | 0.8 |
| 2023 | 31 | AAA MLE | Albuquerque Isotopes | — | 36 | 34 | 3 | 1 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 88 | 139 | 118 | 257 | 29 | 94 | 22 | 6 | 107 | -41 | — | — | — | — | — | — |
| 2024 | 32 | MLB MLE | Arizona Diamondbacks | — | 279 | 254 | 73 | 18 | 2 | 13 | 20 | 46 | 3 | 0 | 0 | 287 | 347 | 528 | 874 | 240 | 313 | 16 | 7 | 373 | 138 | +13 | +0 | -2 | -3 | +6 | 1.4 |
| 2024 | 32 | AAA MLE | Reno Aces | — | 16 | 14 | 3 | 0 | 0 | 1 | 1 | 4 | 1 | 0 | 0 | 214 | 312 | 429 | 741 | 214 | 235 | 25 | 6 | 270 | 69 | — | — | — | — | — | — |
| 2025 | 33 | MLB MLE | Kansas City Royals | — | 293 | 273 | 63 | 18 | 1 | 10 | 16 | 61 | 1 | 0 | 1 | 231 | 276 | 414 | 690 | 183 | 259 | 21 | 5 | 300 | 89 | -4 | -0 | -3 | -3 | +6 | -0.4 |
| 2026 | 34 | MLB MLE | Chicago White Sox | — | 280 | 267 | 76 | 25 | 2 | 15 | 9 | 61 | 1 | 0 | 0 | 285 | 310 | 562 | 872 | 277 | 318 | 22 | 3 | 370 | 136 | +12 | +0 | -1 | -3 | +6 | 1.5 |
| 2009 | 17 | ROK MLE | AZL Angels | — | 256 | 239 | 56 | 9 | 7 | 5 | 6 | 92 | 4 | 6 | 4 | 234 | 265 | 393 | 658 | 159 | 349 | 36 | 2 | 273 | 71 | — | — | — | — | — | — |
| 2009 | 17 | ROK RAW | AZL Angels | — | 256 | 236 | 76 | 13 | 10 | 7 | 9 | 64 | 4 | 6 | 4 | 322 | 357 | 551 | 908 | 229 | 408 | 25 | 4 | 384 | 71 | — | — | — | — | — | — |
| 2010 | 18 | A MLE | 2 teams | — | 266 | 255 | 60 | 17 | 4 | 8 | 8 | 84 | 2 | 4 | 0 | 235 | 264 | 427 | 692 | 192 | 317 | 32 | 3 | 296 | 87 | — | — | — | — | — | — |
| 2010 | 18 | A RAW | 2 teams | — | 266 | 251 | 75 | 22 | 6 | 11 | 12 | 59 | 2 | 4 | 0 | 299 | 336 | 566 | 902 | 267 | 352 | 22 | 5 | 388 | 87 | — | — | — | — | — | — |
| 2011 | 19 | A MLE | 3 teams | — | 216 | 201 | 40 | 9 | 5 | 2 | 6 | 65 | 4 | 0 | 1 | 199 | 237 | 323 | 560 | 124 | 273 | 30 | 3 | 243 | 51 | — | — | — | — | — | — |
| 2011 | 19 | A RAW | 3 teams | — | 216 | 199 | 51 | 12 | 7 | 3 | 8 | 46 | 4 | 0 | 1 | 256 | 299 | 432 | 731 | 176 | 310 | 21 | 4 | 314 | 51 | — | — | — | — | — | — |
| 2012 | 20 | A+ MLE | 2 teams | — | 639 | 605 | 153 | 28 | 7 | 22 | 16 | 141 | 11 | 18 | 6 | 253 | 285 | 431 | 716 | 179 | 293 | 22 | 3 | 303 | 91 | — | — | — | — | — | — |
| 2012 | 20 | A+ RAW | 2 teams | — | 639 | 594 | 173 | 31 | 9 | 20 | 27 | 110 | 11 | 18 | 6 | 291 | 334 | 475 | 809 | 184 | 326 | 17 | 4 | 352 | 91 | — | — | — | — | — | — |
| 2013 | 21 | AA MLE | Arkansas Travelers | — | 542 | 510 | 116 | 23 | 8 | 19 | 18 | 113 | 9 | 9 | 5 | 227 | 266 | 416 | 682 | 188 | 255 | 21 | 3 | 289 | 82 | — | — | — | — | — | — |
| 2013 | 21 | AA RAW | Arkansas Travelers | — | 542 | 500 | 128 | 27 | 8 | 22 | 28 | 92 | 9 | 9 | 5 | 256 | 307 | 474 | 781 | 218 | 272 | 17 | 5 | 339 | 82 | — | — | — | — | — | — |
| 2014 | 22 | AAA MLE | 2 teams | — | 588 | 555 | 119 | 25 | 3 | 22 | 24 | 171 | 6 | 8 | 7 | 214 | 255 | 389 | 644 | 175 | 266 | 29 | 4 | 276 | 73 | — | — | — | — | — | — |
| 2014 | 22 | AAA RAW | 2 teams | — | 588 | 546 | 140 | 29 | 3 | 28 | 33 | 139 | 6 | 8 | 7 | 256 | 306 | 474 | 780 | 218 | 294 | 24 | 6 | 340 | 73 | — | — | — | — | — | — |
| 2015 | 23 | MLB MLE | St. Louis Cardinals | — | 350 | 325 | 89 | 22 | 7 | 18 | 20 | 110 | 4 | 4 | 2 | 274 | 324 | 551 | 875 | 277 | 359 | 31 | 6 | 380 | 143 | +18 | +0 | -0 | -4 | +8 | 2.2 |
| 2015 | 23 | MLB RAW | St. Louis Cardinals | — | 350 | 323 | 89 | 23 | 7 | 17 | 22 | 110 | 4 | 4 | 2 | 276 | 330 | 548 | 878 | 272 | 365 | 31 | 6 | 379 | 143 | +18 | +0 | -0 | -4 | +8 | 2.2 |
| 2016 | 24 | MLB MLE | 2 teams | — | 564 | 528 | 127 | 31 | 4 | 31 | 29 | 159 | 5 | 5 | 4 | 241 | 286 | 491 | 777 | 250 | 282 | 28 | 5 | 335 | 113 | +9 | -1 | -2 | +2 | +12 | 2.1 |
| 2016 | 24 | MLB RAW | 2 teams | — | 564 | 527 | 129 | 33 | 4 | 30 | 30 | 155 | 5 | 5 | 4 | 245 | 292 | 493 | 785 | 249 | 288 | 27 | 5 | 340 | 113 | +9 | -1 | -2 | +2 | +12 | 2.1 |
| 2017 | 25 | MLB MLE | 2 teams | — | 509 | 480 | 112 | 26 | 3 | 28 | 24 | 159 | 3 | 6 | 1 | 233 | 274 | 475 | 749 | 242 | 285 | 31 | 5 | 325 | 106 | +4 | +1 | +2 | -5 | +11 | 1.2 |
| 2017 | 25 | MLB RAW | 2 teams | — | 509 | 475 | 115 | 28 | 3 | 28 | 29 | 153 | 3 | 6 | 1 | 242 | 290 | 491 | 780 | 248 | 294 | 30 | 6 | 338 | 106 | +4 | +1 | +2 | -5 | +11 | 1.2 |
| 2018 | 26 | MLB MLE | Toronto Blue Jays | — | 462 | 424 | 104 | 32 | 1 | 25 | 27 | 122 | 8 | 3 | 2 | 245 | 303 | 502 | 805 | 257 | 282 | 26 | 6 | 348 | 122 | +12 | -0 | +4 | -5 | +10 | 2.2 |
| 2018 | 26 | MLB RAW | Toronto Blue Jays | — | 462 | 424 | 104 | 32 | 1 | 25 | 27 | 122 | 8 | 3 | 2 | 245 | 303 | 502 | 805 | 257 | 282 | 26 | 6 | 349 | 122 | +12 | -0 | +4 | -5 | +10 | 2.2 |
| 2019 | 27 | MLB MLE | Toronto Blue Jays | — | 628 | 586 | 136 | 29 | 5 | 31 | 35 | 163 | 5 | 2 | 1 | 232 | 281 | 457 | 738 | 225 | 266 | 26 | 6 | 321 | 103 | +3 | +0 | +0 | -7 | +14 | 1.0 |
| 2019 | 27 | MLB RAW | Toronto Blue Jays | — | 628 | 586 | 136 | 29 | 5 | 31 | 35 | 163 | 5 | 2 | 1 | 232 | 281 | 457 | 738 | 225 | 266 | 26 | 6 | 322 | 103 | +3 | +0 | +0 | -7 | +14 | 1.0 |
| 2020 | 28 | MLB MLE | Toronto Blue Jays | — | 231 | 217 | 59 | 9 | 0 | 12 | 12 | 49 | 0 | 1 | 1 | 272 | 310 | 479 | 789 | 207 | 297 | 21 | 5 | 343 | 118 | +5 | -0 | +0 | +1 | +5 | 1.1 |
| 2020 | 28 | MLB RAW | Toronto Blue Jays | — | 231 | 216 | 59 | 9 | 0 | 12 | 13 | 49 | 0 | 1 | 1 | 273 | 314 | 481 | 796 | 208 | 299 | 21 | 6 | 346 | 118 | +5 | -0 | +0 | +1 | +5 | 1.1 |
| 2021 | 29 | MLB MLE | Toronto Blue Jays | — | 545 | 511 | 123 | 25 | 1 | 22 | 27 | 114 | 3 | 0 | 3 | 241 | 283 | 423 | 706 | 182 | 266 | 21 | 5 | 309 | 95 | -3 | -1 | +0 | +2 | +12 | 1.0 |
| 2021 | 29 | MLB RAW | Toronto Blue Jays | — | 545 | 511 | 123 | 25 | 1 | 22 | 27 | 114 | 3 | 0 | 3 | 241 | 283 | 423 | 706 | 182 | 266 | 21 | 5 | 309 | 95 | -3 | -1 | +0 | +2 | +12 | 1.0 |
| 2022 | 30 | MLB MLE | Colorado Rockies | — | 538 | 506 | 124 | 20 | 2 | 17 | 24 | 127 | 6 | 4 | 0 | 245 | 287 | 393 | 681 | 148 | 294 | 24 | 4 | 303 | 91 | -5 | +1 | -5 | -6 | +12 | -0.4 |
| 2022 | 30 | MLB RAW | Colorado Rockies | — | 538 | 506 | 131 | 21 | 3 | 19 | 24 | 127 | 6 | 4 | 0 | 259 | 300 | 425 | 725 | 166 | 309 | 24 | 4 | 320 | 91 | -5 | +1 | -5 | -6 | +12 | -0.4 |
| 2023 | 31 | MLB MLE | 2 teams | — | 507 | 470 | 120 | 33 | 2 | 16 | 29 | 104 | 6 | 2 | 2 | 255 | 307 | 436 | 743 | 181 | 295 | 21 | 6 | 326 | 107 | +4 | -0 | -7 | -5 | +11 | 0.3 |
| 2023 | 31 | MLB RAW | 2 teams | — | 507 | 467 | 119 | 32 | 2 | 16 | 32 | 102 | 6 | 2 | 2 | 255 | 311 | 435 | 746 | 180 | 293 | 20 | 6 | 329 | 107 | +4 | -0 | -7 | -5 | +11 | 0.3 |
| 2024 | 32 | MLB MLE | 2 teams | — | 295 | 268 | 75 | 18 | 2 | 13 | 21 | 50 | 4 | 0 | 0 | 280 | 341 | 507 | 849 | 228 | 300 | 17 | 7 | 367 | 135 | +12 | +0 | -2 | -3 | +6 | 1.3 |
| 2024 | 32 | MLB RAW | 2 teams | — | 295 | 268 | 78 | 20 | 2 | 13 | 21 | 49 | 4 | 0 | 0 | 291 | 352 | 526 | 878 | 235 | 312 | 17 | 7 | 381 | 135 | +12 | +0 | -2 | -3 | +6 | 1.3 |
| 2025 | 33 | MLB MLE | Kansas City Royals | — | 293 | 273 | 63 | 18 | 1 | 10 | 16 | 61 | 1 | 0 | 1 | 231 | 276 | 414 | 690 | 183 | 259 | 21 | 5 | 300 | 89 | -4 | -0 | -3 | -3 | +6 | -0.4 |
| 2025 | 33 | MLB RAW | Kansas City Royals | — | 293 | 272 | 62 | 18 | 1 | 9 | 17 | 61 | 1 | 0 | 1 | 228 | 276 | 401 | 677 | 173 | 259 | 21 | 6 | 296 | 89 | -4 | -0 | -3 | -3 | +6 | -0.4 |
| 2026 | 34 | MLB MLE | Chicago White Sox | — | 280 | 267 | 76 | 25 | 2 | 15 | 9 | 61 | 1 | 0 | 0 | 285 | 310 | 562 | 872 | 277 | 314 | 22 | 3 | 370 | 136 | +12 | +0 | -1 | -3 | +6 | 1.5 |
| 2026 | 34 | MLB RAW | Chicago White Sox | — | 280 | 265 | 76 | 25 | 2 | 15 | 11 | 61 | 1 | 0 | 0 | 287 | 318 | 566 | 884 | 279 | 318 | 22 | 4 | 378 | 136 | +12 | +0 | -1 | -3 | +6 | 1.5 |
| 2009 | 17 | ROK MLE | AZL Angels | — | 256 | 244 | 56 | 9 | 7 | 5 | 6 | 92 | 4 | 6 | 4 | 230 | 265 | 385 | 650 | 156 | 331 | 36 | 2 | 273 | 71 | — | — | — | — | — | — |
| 2010 | 18 | A MLE | 2 teams | — | 266 | 254 | 60 | 17 | 4 | 8 | 8 | 84 | 2 | 4 | 0 | 236 | 264 | 429 | 693 | 193 | 319 | 32 | 3 | 296 | 87 | — | — | — | — | — | — |
| 2011 | 19 | A MLE | 3 teams | — | 216 | 204 | 40 | 9 | 5 | 2 | 6 | 65 | 4 | 0 | 1 | 196 | 237 | 319 | 556 | 123 | 263 | 30 | 3 | 243 | 51 | — | — | — | — | — | — |
| 2012 | 20 | A+ MLE | 2 teams | — | 639 | 607 | 153 | 28 | 7 | 22 | 16 | 141 | 11 | 18 | 6 | 252 | 285 | 430 | 715 | 178 | 287 | 22 | 3 | 303 | 91 | — | — | — | — | — | — |
| 2013 | 21 | AA MLE | Arkansas Travelers | — | 542 | 510 | 116 | 23 | 8 | 19 | 18 | 113 | 9 | 9 | 5 | 227 | 266 | 416 | 682 | 188 | 250 | 21 | 3 | 289 | 82 | — | — | — | — | — | — |
| 2014 | 22 | AAA MLE | 2 teams | — | 588 | 553 | 119 | 25 | 3 | 22 | 24 | 171 | 6 | 8 | 7 | 215 | 255 | 391 | 645 | 175 | 262 | 29 | 4 | 276 | 73 | — | — | — | — | — | — |
| 2015 | 23 | MLB MLE | St. Louis Cardinals | — | 350 | 323 | 89 | 22 | 7 | 18 | 20 | 110 | 4 | 4 | 2 | 276 | 324 | 554 | 878 | 279 | 365 | 31 | 6 | 380 | 143 | — | — | — | — | — | — |
| 2016 | 24 | MLB MLE | 2 teams | — | 564 | 525 | 127 | 31 | 4 | 31 | 29 | 159 | 5 | 5 | 4 | 242 | 286 | 493 | 780 | 251 | 284 | 28 | 5 | 335 | 113 | — | — | — | — | — | — |
| 2017 | 25 | MLB MLE | 2 teams | — | 509 | 477 | 112 | 26 | 3 | 28 | 24 | 159 | 3 | 6 | 1 | 235 | 274 | 478 | 752 | 243 | 288 | 31 | 5 | 325 | 106 | — | — | — | — | — | — |
| 2018 | 26 | MLB MLE | Toronto Blue Jays | — | 462 | 424 | 104 | 32 | 1 | 25 | 27 | 122 | 8 | 3 | 2 | 245 | 303 | 502 | 805 | 257 | 282 | 26 | 6 | 348 | 122 | — | — | — | — | — | — |
| 2019 | 27 | MLB MLE | Toronto Blue Jays | — | 628 | 583 | 136 | 29 | 5 | 31 | 35 | 163 | 5 | 2 | 1 | 233 | 281 | 460 | 741 | 226 | 266 | 26 | 6 | 321 | 103 | — | — | — | — | — | — |
| 2020 | 28 | MLB MLE | Toronto Blue Jays | — | 231 | 217 | 59 | 9 | 0 | 12 | 12 | 49 | 0 | 1 | 1 | 272 | 310 | 479 | 789 | 207 | 299 | 21 | 5 | 343 | 118 | — | — | — | — | — | — |
| 2021 | 29 | MLB MLE | Toronto Blue Jays | — | 545 | 510 | 123 | 25 | 1 | 22 | 27 | 114 | 3 | 0 | 3 | 241 | 283 | 424 | 706 | 182 | 266 | 21 | 5 | 309 | 95 | — | — | — | — | — | — |
| 2022 | 30 | MLB MLE | Colorado Rockies | — | 538 | 503 | 124 | 20 | 2 | 17 | 24 | 127 | 6 | 4 | 0 | 247 | 287 | 396 | 683 | 149 | 309 | 24 | 4 | 303 | 91 | — | — | — | — | — | — |
| 2023 | 31 | MLB MLE | 2 teams | — | 507 | 467 | 120 | 33 | 2 | 16 | 29 | 104 | 6 | 2 | 2 | 257 | 307 | 439 | 746 | 182 | 293 | 21 | 6 | 326 | 107 | — | — | — | — | — | — |
| 2024 | 32 | MLB MLE | 2 teams | — | 295 | 268 | 75 | 18 | 2 | 13 | 21 | 50 | 4 | 0 | 0 | 280 | 341 | 507 | 849 | 228 | 309 | 17 | 7 | 367 | 135 | — | — | — | — | — | — |
| 2025 | 33 | MLB MLE | Kansas City Royals | — | 293 | 274 | 63 | 18 | 1 | 10 | 16 | 61 | 1 | 0 | 1 | 230 | 276 | 412 | 688 | 182 | 259 | 21 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2026 | 34 | MLB MLE | Chicago White Sox | — | 280 | 268 | 76 | 25 | 2 | 15 | 9 | 61 | 1 | 0 | 0 | 284 | 310 | 560 | 870 | 276 | 318 | 22 | 3 | 370 | 136 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 32 | MLB MLE | 2 teams | — | 295 | 268 | 75 | 18 | 2 | 13 | 21 | 50 | 4 | 0 | 0 | 280 | 341 | 507 | 849 | 228 | 309 | 17 | 7 | 367 | 135 | — | — | — | — | — | — |
| 2025 | 33 | MLB MLE | Kansas City Royals | — | 293 | 274 | 63 | 18 | 1 | 10 | 16 | 61 | 1 | 0 | 1 | 230 | 276 | 412 | 688 | 182 | 259 | 21 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2026 | 34 | MLB MLE | Chicago White Sox | — | 280 | 268 | 76 | 25 | 2 | 15 | 9 | 61 | 1 | 0 | 0 | 284 | 310 | 560 | 870 | 276 | 318 | 22 | 3 | 370 | 136 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 35 | MLB MLE | CWS | 100% | 274 | 258 | 68 | 19 | 2 | 12 | 13 | 58 | 1 | 2 | 0 | 262 | 300 | 488 | 788 | 227 | 291 | 21 | 5 | 341 | 117 | +6 | +0 | -0 | -3 | +6 | 0.5 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 35 | MLB CTX | CWS | 100% | 170 | 159 | 43 | 12 | 1 | 8 | 8 | 36 | 1 | 1 | 0 | 263 | 302 | 493 | 795 | 230 | 293 | 21 | 5 | 344 | 117 | +3 | +0 | -0 | -2 | +4 | 0.5 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 36 | MLB MLE | CWS | 100% | 128 | 120 | 30 | 8 | 1 | 5 | 6 | 28 | 1 | 0 | 0 | 247 | 284 | 457 | 741 | 210 | 279 | 22 | 5 | 322 | 104 | +1 | +0 | -7 | -1 | +3 | -0.5 |
| 2028 | 36 | MLB CTX | CWS | 100% | 128 | 120 | 30 | 8 | 1 | 5 | 6 | 28 | 1 | 0 | 0 | 249 | 286 | 462 | 747 | 213 | 280 | 22 | 5 | 324 | 104 | +1 | +0 | -7 | -1 | +3 | -0.5 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 5241 | 4879 | 1232 | 301 | 32 | 232 | 290 | 1282 | 43 | 27 | 19 | 253 | 300 | 470 | 770 | 217 | 295 | 24 | 6 | 335 | 101 | +82 | -2 | -17 | -44 | +114 | 13.4 | |
| / 162G | — | A+C | — | 650 | 605 | 153 | 37 | 4 | 29 | 36 | 159 | 5 | 3 | 2 | 253 | 300 | 471 | 771 | 218 | 295 | 24 | 6 | 335 | 101 | +10 | -0 | -2 | -5 | +14 | 1.7 | |
| Career | — | MLE | — | 8007 | 7499 | 1825 | 419 | 66 | 329 | 365 | 2009 | 84 | 73 | 40 | 243 | 286 | 448 | 735 | 205 | 287 | 25 | 5 | 317 | 101 | +85 | -2 | -18 | -46 | +117 | 14.0 | |
| / 162G | — | MLE | — | 650 | 609 | 148 | 34 | 5 | 27 | 30 | 163 | 7 | 6 | 3 | 243 | 287 | 448 | 735 | 205 | 286 | 25 | 5 | 317 | 101 | +10 | -0 | -2 | -6 | +14 | 1.7 | |
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.
2024 AAAReno Aces · 16 PAwOBA .378 → .270 (−108)K% 18.8% → 23.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.75% | ÷0.964 | ×1.200 | — | — | 23.35% |
| BB% (unintentional) /PA | 6.25% | ÷1.012 | ×0.690 | — | ×0.942 | 4.01% |
| HBP% /PA | 6.25% | — | ×0.940 | — | ×0.942 | 5.53% |
| Singles /BIP | 27.27% | ÷1.076 | ×0.930 | — | ×0.942 | 22.21% |
| Doubles /BIP | 0.00% | ÷1.025 | ×0.830 | — | ×0.942 | 0.00% |
| Triples /BIP | 0.00% | ÷1.017 | ×0.970 | — | ×0.942 | 0.00% |
| Home runs /BIP | 9.09% | ÷1.124 | ×0.700 | — | ×0.942 | 5.33% |
Factors used: league row International League. Park (home-season share, regressed): HR 125, 1B 115, 2B 105, 3B 103, K 93, BB 102 — 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 .378 → .270; ISO .214 → .123; BABIP .300 → .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).
2023 AAAAlbuquerque Isotopes · 36 PAwOBA .141 → .107 (−34)K% 16.7% → 21.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷0.947 | ×1.200 | — | — | 21.12% |
| BB% (unintentional) /PA | 8.33% | ÷0.984 | ×0.690 | — | ×0.952 | 5.56% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.952 | 0.00% |
| Singles /BIP | 7.41% | ÷1.018 | ×0.930 | — | ×0.952 | 6.44% |
| Doubles /BIP | 3.70% | ÷1.002 | ×0.830 | — | ×0.952 | 2.92% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.970 | — | ×0.952 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.062 | ×0.700 | — | ×0.952 | 0.00% |
Factors used: league row International League. Park (home-season share, regressed): HR 112, 1B 104, 2B 100, 3B 130, K 89, BB 97 — 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).
Result: wOBA .141 → .107; ISO .030 → .023; BABIP .111 → .094. 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 AAAMemphis Redbirds · 67 PAwOBA .377 → .290 (−87)K% 29.9% → 38.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.85% | ÷1.010 | ×1.290 | — | — | 38.14% |
| BB% (unintentional) /PA | 2.99% | ÷0.997 | ×0.710 | — | ×1.018 | 2.17% |
| HBP% /PA | 1.49% | — | ×0.980 | — | ×1.018 | 1.49% |
| Singles /BIP | 18.60% | ÷1.001 | ×0.900 | — | ×1.018 | 17.03% |
| Doubles /BIP | 6.98% | ÷1.021 | ×0.810 | — | ×1.018 | 5.63% |
| Triples /BIP | 0.00% | ÷1.135 | ×0.810 | — | ×1.018 | 0.00% |
| Home runs /BIP | 13.95% | ÷0.980 | ×0.780 | — | ×1.018 | 11.31% |
Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 100, 2B 104, 3B 127, K 102, BB 99 — 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 .377 → .290; ISO .333 → .245; BABIP .297 → .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).
2016 AAAMemphis Redbirds · 86 PAwOBA .366 → .308 (−57)K% 16.3% → 21.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.28% | ÷0.988 | ×1.290 | — | — | 21.25% |
| BB% (unintentional) /PA | 2.33% | ÷0.983 | ×0.710 | — | ×1.033 | 1.74% |
| HBP% /PA | 2.33% | — | ×0.980 | — | ×1.033 | 2.35% |
| Singles /BIP | 16.42% | ÷0.989 | ×0.900 | ×0.961 | ×1.033 | 14.82% |
| Doubles /BIP | 5.97% | ÷0.941 | ×0.810 | ×0.961 | ×1.033 | 5.10% |
| Triples /BIP | 1.49% | ÷0.951 | ×0.810 | ×0.961 | ×1.033 | 1.26% |
| Home runs /BIP | 8.96% | ÷0.931 | ×0.780 | — | ×1.033 | 7.75% |
Factors used: league row PCL. Park (home-season share, regressed): HR 86, 1B 98, 2B 88, 3B 90, K 98, BB 97 — applied at half strength. Age: age 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.961.
Result: wOBA .366 → .308; ISO .296 → .245; BABIP .258 → .226. 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 AAAMemphis Redbirds · 472 PAwOBA .341 → .270 (−71)K% 22.9% → 29.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.88% | ÷0.997 | ×1.290 | — | — | 29.61% |
| BB% (unintentional) /PA | 5.51% | ÷1.031 | ×0.710 | — | ×1.050 | 3.98% |
| HBP% /PA | 1.27% | — | ×0.980 | — | ×1.050 | 1.31% |
| Singles /BIP | 19.21% | ÷1.034 | ×0.900 | ×0.958 | ×1.050 | 16.81% |
| Doubles /BIP | 7.01% | ÷0.917 | ×0.810 | ×0.958 | ×1.050 | 6.23% |
| Triples /BIP | 0.61% | ÷0.900 | ×0.810 | ×0.958 | ×1.050 | 0.55% |
| Home runs /BIP | 7.62% | ÷1.036 | ×0.780 | — | ×1.050 | 6.03% |
Factors used: league row PCL. Park (home-season share, regressed): HR 107, 1B 107, 2B 83, 3B 80, K 99, BB 106 — 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 ×0.958.
Result: wOBA .341 → .270; ISO .234 → .179; BABIP .289 → .249. 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).
2013 AAArkansas Travelers · 542 PAwOBA .330 → .289 (−41)K% 17.0% → 20.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.97% | ÷0.990 | ×1.220 | — | — | 20.91% |
| BB% (unintentional) /PA | 4.80% | ÷1.063 | ×0.700 | — | ×1.042 | 3.29% |
| HBP% /PA | 1.66% | — | ×0.870 | — | ×1.042 | 1.51% |
| Singles /BIP | 17.40% | ÷0.981 | ×0.920 | ×0.964 | ×1.042 | 16.39% |
| Doubles /BIP | 6.62% | ÷0.982 | ×0.840 | ×0.964 | ×1.042 | 5.68% |
| Triples /BIP | 1.96% | ÷0.943 | ×0.940 | ×0.964 | ×1.042 | 1.96% |
| Home runs /BIP | 5.39% | ÷0.951 | ×0.800 | — | ×1.042 | 4.73% |
Factors used: league row TL. Park (home-season share, regressed): HR 90, 1B 96, 2B 96, 3B 89, K 98, BB 113 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.964.
Result: wOBA .330 → .289; ISO .218 → .192; BABIP .272 → .250. 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).
2012 A+Inland Empire 66ers · 575 PAwOBA .349 → .303 (−46)K% 16.0% → 22.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.00% | ÷0.969 | ×1.340 | — | — | 22.12% |
| BB% (unintentional) /PA | 3.48% | ÷1.021 | ×0.710 | — | ×1.027 | 2.48% |
| HBP% /PA | 1.57% | — | ×0.790 | — | ×1.027 | 1.27% |
| Singles /BIP | 23.15% | ÷1.021 | ×0.910 | ×0.960 | ×1.027 | 20.34% |
| Doubles /BIP | 6.74% | ÷0.931 | ×0.820 | ×0.960 | ×1.027 | 5.86% |
| Triples /BIP | 2.02% | ÷1.018 | ×0.760 | ×0.960 | ×1.027 | 1.49% |
| Home runs /BIP | 4.04% | ÷0.823 | ×0.920 | — | ×1.027 | 4.64% |
Factors used: league row CAL. Park (home-season share, regressed): HR 65, 1B 104, 2B 86, 3B 104, K 94, BB 104 — 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 ×0.960.
Result: wOBA .349 → .303; ISO .190 → .181; BABIP .329 → .287. 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 ACedar Rapids Kernels · 131 PAwOBA .287 → .218 (−70)K% 22.1% → 31.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.14% | ÷0.964 | ×1.360 | — | — | 31.24% |
| BB% (unintentional) /PA | 4.58% | ÷0.996 | ×0.690 | — | ×1.030 | 3.27% |
| HBP% /PA | 0.76% | — | ×0.780 | — | ×1.030 | 0.61% |
| Singles /BIP | 16.13% | ÷1.020 | ×0.920 | ×0.963 | ×1.030 | 14.42% |
| Doubles /BIP | 7.53% | ÷1.028 | ×0.830 | ×0.963 | ×1.030 | 6.03% |
| Triples /BIP | 4.30% | ÷1.117 | ×0.910 | ×0.963 | ×1.030 | 3.48% |
| Home runs /BIP | 2.15% | ÷1.106 | ×0.800 | — | ×1.030 | 1.60% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 121, 1B 104, 2B 106, 3B 123, K 93, BB 99 — 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 ×0.963.
Result: wOBA .287 → .218; ISO .172 → .124; BABIP .280 → .237. 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 — .