Jared Walsh
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 29 | MLBLAA | 454 | .215/.269/.374 | 15 | 2 | 76 | -1.7 | ||
| 2023 | 30 | AAALAA | 225 | .217/.360/.375 | 9 | 0 | 48 | — | .157/.262/.259 | |
| 2023 | 30 | MLBLAA | 116 | .125/.216/.279 | 4 | 0 | 40 | -1.5 | ||
| 2024 | 31 | AAACWS | 149 | .185/.289/.415 | 8 | 1 | 28 | — | .132/.208/.279 | |
| 2024 | 31 | MLBTEX | 60 | .226/.317/.321 | 1 | 0 | 83 | -0.5 | ||
| 2025 | 32 | No MLB games played | ||||||||
| 2026 | 33 | 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) | |||||||||||||||||||||||||||||||
| 2015 | 22 | ROK | Orem Owlz | — | 139 | 120 | 39 | 12 | 4 | 2 | 12 | 19 | 2 | 0 | 0 | 325 | 396 | 542 | 937 | 217 | 359 | 14 | 9 | 395 | 80 | — | — | — | — | — | — |
| 2016 | 23 | A | Burlington Bees | — | 430 | 393 | 114 | 30 | 1 | 7 | 31 | 81 | 2 | 2 | 0 | 290 | 345 | 425 | 770 | 135 | 350 | 19 | 7 | 341 | 61 | — | — | — | — | — | — |
| 2017 | 24 | AA | Mobile BayBears | — | 74 | 69 | 16 | 3 | 0 | 3 | 3 | 29 | 1 | 1 | 0 | 232 | 274 | 406 | 680 | 174 | 351 | 39 | 4 | 297 | 38 | — | — | — | — | — | — |
| 2017 | 24 | A+ | Inland Empire 66ers | — | 306 | 275 | 91 | 29 | 1 | 8 | 26 | 72 | 4 | 1 | 0 | 331 | 397 | 531 | 928 | 200 | 423 | 24 | 8 | 407 | 107 | — | — | — | — | — | — |
| 2018 | 25 | AAA | Salt Lake Bees | — | 198 | 178 | 48 | 13 | 0 | 8 | 16 | 56 | 2 | 0 | 0 | 270 | 337 | 478 | 814 | 208 | 345 | 28 | 8 | 356 | 63 | — | — | — | — | — | — |
| 2018 | 25 | AA | Mobile BayBears | — | 173 | 149 | 43 | 13 | 0 | 8 | 21 | 48 | 2 | 1 | 0 | 289 | 384 | 537 | 921 | 248 | 372 | 28 | 12 | 401 | 106 | — | — | — | — | — | — |
| 2018 | 25 | A+ | Inland Empire 66ers | — | 178 | 149 | 41 | 8 | 1 | 13 | 24 | 50 | 0 | 0 | 1 | 275 | 376 | 604 | 980 | 329 | 308 | 28 | 13 | 409 | 112 | — | — | — | — | — | — |
| 2019 | 26 | MLB | Los Angeles Angels | — | 87 | 79 | 16 | 5 | 1 | 1 | 6 | 35 | 2 | 0 | 0 | 203 | 276 | 329 | 605 | 127 | 349 | 40 | 7 | 275 | 69 | -3 | +0 | +0 | -10 | +2 | -1.1 |
| 2019 | 26 | AAA | Salt Lake Bees | — | 454 | 382 | 124 | 30 | 0 | 36 | 59 | 115 | 9 | 0 | 0 | 325 | 427 | 686 | 1.113 | 361 | 374 | 25 | 13 | 471 | 122 | — | — | — | — | — | — |
| 2020 | 27 | MLB | Los Angeles Angels | — | 108 | 99 | 29 | 4 | 2 | 9 | 5 | 15 | 1 | 0 | 0 | 293 | 333 | 646 | 980 | 354 | 256 | 14 | 5 | 407 | 161 | +8 | +0 | -2 | -2 | +2 | 0.7 |
| 2021 | 28 | MLB | Los Angeles Angels | — | 585 | 530 | 147 | 34 | 1 | 29 | 48 | 152 | 4 | 2 | 1 | 277 | 342 | 509 | 851 | 232 | 335 | 26 | 8 | 371 | 133 | +23 | +0 | -10 | -10 | +13 | 1.6 |
| 2022 | 29 | MLB | Los Angeles Angels | — | 454 | 423 | 91 | 18 | 2 | 15 | 27 | 138 | 4 | 2 | 1 | 215 | 269 | 374 | 642 | 158 | 281 | 30 | 6 | 286 | 76 | -13 | +0 | -6 | -8 | +10 | -1.7 |
| 2023 | 30 | MLB | Los Angeles Angels | — | 116 | 104 | 13 | 4 | 0 | 4 | 11 | 45 | 1 | 0 | 0 | 125 | 216 | 279 | 494 | 154 | 164 | 39 | 9 | 228 | 40 | -8 | +0 | -3 | -6 | +3 | -1.5 |
| 2023 | 30 | AAA | Salt Lake Bees | — | 225 | 184 | 40 | 2 | 0 | 9 | 38 | 78 | 3 | 0 | 2 | 217 | 360 | 375 | 735 | 158 | 320 | 35 | 17 | 339 | 48 | — | — | — | — | — | — |
| 2024 | 31 | MLB | Texas Rangers | — | 60 | 53 | 12 | 2 | 0 | 1 | 7 | 21 | 0 | 0 | 0 | 226 | 317 | 321 | 637 | 94 | 355 | 35 | 12 | 295 | 83 | -1 | +0 | -1 | -4 | +1 | -0.5 |
| 2024 | 31 | AAA | Charlotte Knights | — | 149 | 130 | 24 | 4 | 1 | 8 | 18 | 55 | 1 | 1 | 0 | 185 | 289 | 415 | 704 | 231 | 239 | 37 | 12 | 313 | 28 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 1410 | 1288 | 308 | 67 | 6 | 59 | 104 | 406 | 12 | 4 | 2 | 239 | 302 | 438 | 740 | 199 | 300 | 29 | 7 | 326 | 107 | +11 | +0 | -21 | -40 | +31 | -2.0 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2015 | 22 | ROK MLE | Orem Owlz | — | 139 | 125 | 30 | 8 | 3 | 2 | 7 | 27 | 2 | 0 | 0 | 240 | 291 | 400 | 691 | 160 | 266 | 19 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Burlington Bees | — | 430 | 404 | 93 | 23 | 1 | 4 | 20 | 117 | 2 | 2 | 0 | 230 | 270 | 322 | 592 | 92 | 311 | 27 | 5 | 259 | 61 | — | — | — | — | — | — |
| 2017 | 24 | AA MLE | Mobile BayBears | — | 74 | 70 | 12 | 2 | 0 | 2 | 2 | 35 | 1 | 1 | 0 | 171 | 205 | 286 | 491 | 114 | 307 | 47 | 3 | 224 | 38 | — | — | — | — | — | — |
| 2017 | 24 | A+ MLE | Inland Empire 66ers | — | 306 | 283 | 78 | 24 | 1 | 7 | 18 | 99 | 4 | 1 | 0 | 276 | 328 | 442 | 770 | 166 | 394 | 32 | 6 | 327 | 107 | — | — | — | — | — | — |
| 2018 | 25 | AAA MLE | Salt Lake Bees | — | 198 | 183 | 36 | 9 | 0 | 6 | 11 | 72 | 2 | 0 | 0 | 197 | 250 | 344 | 594 | 148 | 275 | 36 | 6 | 261 | 63 | — | — | — | — | — | — |
| 2018 | 25 | AA MLE | Mobile BayBears | — | 173 | 157 | 39 | 12 | 0 | 7 | 13 | 58 | 2 | 1 | 0 | 248 | 314 | 459 | 773 | 210 | 334 | 34 | 8 | 325 | 106 | — | — | — | — | — | — |
| 2018 | 25 | A+ MLE | Inland Empire 66ers | — | 178 | 158 | 35 | 6 | 1 | 12 | 15 | 64 | 0 | 0 | 1 | 222 | 289 | 500 | 789 | 278 | 248 | 36 | 8 | 333 | 112 | — | — | — | — | — | — |
| 2019 | 26 | MLB MLE | Los Angeles Angels | — | 87 | 80 | 16 | 5 | 1 | 1 | 5 | 35 | 2 | 0 | 0 | 200 | 264 | 325 | 589 | 125 | 349 | 40 | 6 | 270 | 69 | -3 | +0 | +0 | -10 | +2 | -1.1 |
| 2019 | 26 | AAA MLE | Salt Lake Bees | — | 454 | 397 | 95 | 21 | 0 | 26 | 44 | 147 | 9 | 0 | 0 | 239 | 329 | 489 | 818 | 249 | 296 | 32 | 10 | 348 | 122 | — | — | — | — | — | — |
| 2020 | 27 | MLB MLE | Los Angeles Angels | — | 108 | 99 | 29 | 4 | 2 | 9 | 5 | 15 | 1 | 0 | 0 | 293 | 333 | 646 | 980 | 354 | 256 | 14 | 5 | 406 | 161 | +8 | +0 | -2 | -2 | +2 | 0.7 |
| 2021 | 28 | MLB MLE | Los Angeles Angels | — | 585 | 536 | 147 | 35 | 1 | 28 | 42 | 152 | 4 | 2 | 1 | 274 | 332 | 500 | 832 | 226 | 335 | 26 | 7 | 365 | 133 | +23 | +0 | -10 | -10 | +13 | 1.6 |
| 2022 | 29 | MLB MLE | Los Angeles Angels | — | 454 | 427 | 92 | 19 | 2 | 15 | 23 | 138 | 4 | 2 | 1 | 215 | 262 | 375 | 637 | 159 | 281 | 30 | 5 | 281 | 76 | -13 | +0 | -6 | -8 | +10 | -1.7 |
| 2023 | 30 | MLB MLE | Los Angeles Angels | — | 116 | 104 | 13 | 4 | 0 | 4 | 11 | 45 | 1 | 0 | 0 | 125 | 216 | 279 | 494 | 154 | 164 | 39 | 9 | 228 | 40 | -8 | +0 | -3 | -6 | +3 | -1.5 |
| 2023 | 30 | AAA MLE | Salt Lake Bees | — | 225 | 197 | 31 | 2 | 0 | 6 | 25 | 93 | 3 | 0 | 2 | 157 | 262 | 259 | 521 | 102 | 252 | 41 | 11 | 239 | 48 | — | — | — | — | — | — |
| 2024 | 31 | MLB MLE | Texas Rangers | — | 60 | 53 | 12 | 2 | 0 | 1 | 7 | 21 | 0 | 0 | 0 | 226 | 317 | 321 | 637 | 94 | 355 | 35 | 12 | 291 | 83 | -1 | +0 | -1 | -4 | +1 | -0.5 |
| 2024 | 31 | AAA MLE | Charlotte Knights | — | 149 | 136 | 18 | 3 | 1 | 5 | 12 | 67 | 1 | 1 | 0 | 132 | 208 | 279 | 487 | 147 | 191 | 45 | 8 | 209 | 28 | — | — | — | — | — | — |
| 2015 | 22 | ROK MLE | Orem Owlz | — | 139 | 125 | 30 | 8 | 3 | 2 | 7 | 27 | 2 | 0 | 0 | 240 | 291 | 400 | 691 | 160 | 280 | 19 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2015 | 22 | ROK RAW | Orem Owlz | — | 139 | 120 | 39 | 12 | 4 | 2 | 12 | 19 | 2 | 0 | 0 | 325 | 396 | 542 | 937 | 217 | 359 | 14 | 9 | 395 | 80 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Burlington Bees | — | 430 | 404 | 93 | 23 | 1 | 4 | 20 | 117 | 2 | 2 | 0 | 230 | 270 | 322 | 592 | 92 | 313 | 27 | 5 | 259 | 61 | — | — | — | — | — | — |
| 2016 | 23 | A RAW | Burlington Bees | — | 430 | 393 | 114 | 30 | 1 | 7 | 31 | 81 | 2 | 2 | 0 | 290 | 345 | 425 | 770 | 135 | 350 | 19 | 7 | 341 | 61 | — | — | — | — | — | — |
| 2017 | 24 | A+ MLE | 2 teams | — | 380 | 353 | 90 | 26 | 1 | 9 | 20 | 134 | 5 | 2 | 0 | 255 | 304 | 411 | 715 | 156 | 384 | 35 | 5 | 307 | 94 | — | — | — | — | — | — |
| 2017 | 24 | A+ RAW | 2 teams | — | 380 | 344 | 107 | 32 | 1 | 11 | 29 | 101 | 5 | 2 | 0 | 311 | 373 | 506 | 879 | 195 | 412 | 27 | 8 | 386 | 94 | — | — | — | — | — | — |
| 2018 | 25 | AAA MLE | 3 teams | — | 549 | 498 | 109 | 26 | 1 | 25 | 39 | 194 | 4 | 1 | 1 | 219 | 281 | 426 | 707 | 207 | 293 | 35 | 7 | 305 | 92 | — | — | — | — | — | — |
| 2018 | 25 | AAA RAW | 3 teams | — | 549 | 476 | 132 | 34 | 1 | 29 | 61 | 154 | 4 | 1 | 1 | 277 | 364 | 536 | 900 | 258 | 342 | 28 | 11 | 387 | 92 | — | — | — | — | — | — |
| 2019 | 26 | AAA MLE | 2 teams | — | 541 | 477 | 111 | 26 | 1 | 27 | 49 | 182 | 11 | 0 | 0 | 233 | 318 | 461 | 780 | 229 | 309 | 34 | 9 | 335 | 113 | — | — | — | — | — | — |
| 2019 | 26 | AAA RAW | 2 teams | — | 541 | 461 | 140 | 35 | 1 | 37 | 65 | 150 | 11 | 0 | 0 | 304 | 402 | 625 | 1.027 | 321 | 371 | 28 | 12 | 439 | 113 | — | — | — | — | — | — |
| 2020 | 27 | MLB MLE | Los Angeles Angels | — | 108 | 99 | 29 | 4 | 2 | 9 | 5 | 15 | 1 | 0 | 0 | 293 | 333 | 646 | 980 | 354 | 256 | 14 | 5 | 406 | 161 | +8 | +0 | -2 | -2 | +2 | 0.7 |
| 2020 | 27 | MLB RAW | Los Angeles Angels | — | 108 | 99 | 29 | 4 | 2 | 9 | 5 | 15 | 1 | 0 | 0 | 293 | 333 | 646 | 980 | 354 | 256 | 14 | 5 | 407 | 161 | +8 | +0 | -2 | -2 | +2 | 0.7 |
| 2021 | 28 | MLB MLE | Los Angeles Angels | — | 585 | 536 | 147 | 35 | 1 | 28 | 42 | 152 | 4 | 2 | 1 | 274 | 332 | 500 | 832 | 226 | 331 | 26 | 7 | 365 | 133 | +23 | +0 | -10 | -10 | +13 | 1.6 |
| 2021 | 28 | MLB RAW | Los Angeles Angels | — | 585 | 530 | 147 | 34 | 1 | 29 | 48 | 152 | 4 | 2 | 1 | 277 | 342 | 509 | 851 | 232 | 335 | 26 | 8 | 371 | 133 | +23 | +0 | -10 | -10 | +13 | 1.6 |
| 2022 | 29 | MLB MLE | Los Angeles Angels | — | 454 | 427 | 92 | 19 | 2 | 15 | 23 | 138 | 4 | 2 | 1 | 215 | 262 | 375 | 637 | 159 | 281 | 30 | 5 | 281 | 76 | -13 | +0 | -6 | -8 | +10 | -1.7 |
| 2022 | 29 | MLB RAW | Los Angeles Angels | — | 454 | 423 | 91 | 18 | 2 | 15 | 27 | 138 | 4 | 2 | 1 | 215 | 269 | 374 | 642 | 158 | 281 | 30 | 6 | 286 | 76 | -13 | +0 | -6 | -8 | +10 | -1.7 |
| 2023 | 30 | AAA MLE | 2 teams | — | 341 | 301 | 44 | 6 | 0 | 10 | 36 | 138 | 4 | 0 | 2 | 146 | 246 | 266 | 512 | 120 | 222 | 40 | 11 | 235 | 45 | — | — | — | — | — | — |
| 2023 | 30 | AAA RAW | 2 teams | — | 341 | 288 | 53 | 6 | 0 | 13 | 49 | 123 | 4 | 0 | 2 | 184 | 311 | 340 | 651 | 156 | 263 | 36 | 14 | 301 | 45 | — | — | — | — | — | — |
| 2024 | 31 | AAA MLE | 2 teams | — | 209 | 189 | 30 | 5 | 1 | 6 | 19 | 88 | 1 | 1 | 0 | 159 | 239 | 291 | 530 | 132 | 253 | 42 | 9 | 233 | 44 | — | — | — | — | — | — |
| 2024 | 31 | AAA RAW | 2 teams | — | 209 | 183 | 36 | 6 | 1 | 9 | 25 | 76 | 1 | 1 | 0 | 197 | 297 | 388 | 685 | 191 | 276 | 36 | 12 | 308 | 44 | — | — | — | — | — | — |
| 2015 | 22 | ROK MLE | Orem Owlz | — | 139 | 129 | 30 | 8 | 3 | 2 | 7 | 27 | 2 | 0 | 0 | 233 | 291 | 388 | 679 | 155 | 266 | 19 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Burlington Bees | — | 430 | 405 | 93 | 23 | 1 | 4 | 20 | 117 | 2 | 2 | 0 | 230 | 270 | 321 | 591 | 91 | 311 | 27 | 5 | 259 | 61 | — | — | — | — | — | — |
| 2017 | 24 | A+ MLE | 2 teams | — | 380 | 352 | 90 | 26 | 1 | 9 | 20 | 134 | 5 | 2 | 0 | 256 | 304 | 412 | 716 | 156 | 377 | 35 | 5 | 307 | 94 | — | — | — | — | — | — |
| 2018 | 25 | AAA MLE | 3 teams | — | 549 | 501 | 109 | 26 | 1 | 25 | 39 | 194 | 4 | 1 | 1 | 218 | 281 | 423 | 704 | 206 | 285 | 35 | 7 | 305 | 92 | — | — | — | — | — | — |
| 2019 | 26 | AAA MLE | 2 teams | — | 541 | 476 | 111 | 26 | 1 | 27 | 49 | 182 | 11 | 0 | 0 | 233 | 318 | 462 | 781 | 229 | 304 | 34 | 9 | 335 | 113 | — | — | — | — | — | — |
| 2020 | 27 | MLB MLE | Los Angeles Angels | — | 108 | 101 | 29 | 4 | 2 | 9 | 5 | 15 | 1 | 0 | 0 | 287 | 333 | 634 | 967 | 347 | 256 | 14 | 5 | 406 | 161 | — | — | — | — | — | — |
| 2021 | 28 | MLB MLE | Los Angeles Angels | — | 585 | 534 | 147 | 35 | 1 | 28 | 42 | 152 | 4 | 2 | 1 | 275 | 332 | 502 | 833 | 227 | 335 | 26 | 7 | 365 | 133 | — | — | — | — | — | — |
| 2022 | 29 | MLB MLE | Los Angeles Angels | — | 454 | 424 | 92 | 19 | 2 | 15 | 23 | 138 | 4 | 2 | 1 | 217 | 262 | 377 | 639 | 160 | 281 | 30 | 5 | 281 | 76 | — | — | — | — | — | — |
| 2023 | 30 | AAA MLE | 2 teams | — | 341 | 298 | 44 | 6 | 0 | 10 | 36 | 138 | 4 | 0 | 2 | 148 | 246 | 268 | 515 | 121 | 222 | 40 | 11 | 235 | 45 | — | — | — | — | — | — |
| 2024 | 31 | AAA MLE | 2 teams | — | 209 | 187 | 30 | 5 | 1 | 6 | 19 | 88 | 1 | 1 | 0 | 160 | 239 | 294 | 533 | 134 | 238 | 42 | 9 | 233 | 44 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 31 | AAA MLE | 2 teams | — | 209 | 187 | 30 | 5 | 1 | 6 | 19 | 88 | 1 | 1 | 0 | 160 | 239 | 294 | 533 | 134 | 238 | 42 | 9 | 233 | 44 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1410 | 1288 | 308 | 67 | 6 | 59 | 104 | 406 | 12 | 4 | 2 | 239 | 302 | 438 | 740 | 199 | 300 | 29 | 7 | 326 | 91 | +11 | +0 | -21 | -40 | +31 | -2.0 | |
| / 162G | — | A+C | — | 650 | 594 | 142 | 31 | 3 | 27 | 48 | 187 | 6 | 2 | 1 | 239 | 303 | 438 | 741 | 199 | 300 | 29 | 7 | 326 | 91 | +5 | +0 | -10 | -18 | +14 | -0.9 | |
| Career | — | MLE | — | 3736 | 3409 | 775 | 178 | 13 | 135 | 260 | 1185 | 38 | 10 | 5 | 227 | 289 | 406 | 695 | 179 | 303 | 32 | 7 | 303 | 91 | +11 | +0 | -21 | -40 | +31 | -2.0 | |
| / 162G | — | MLE | — | 650 | 593 | 134 | 31 | 2 | 23 | 45 | 206 | 7 | 2 | 1 | 226 | 288 | 401 | 690 | 175 | 302 | 32 | 7 | 303 | 91 | +5 | +0 | -10 | -18 | +14 | -0.9 | |
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 AAACharlotte Knights · 149 PAwOBA .305 → .209 (−96)K% 36.9% → 44.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 36.91% | ÷0.991 | ×1.200 | — | — | 44.70% |
| BB% (unintentional) /PA | 12.08% | ÷1.025 | ×0.690 | — | ×0.962 | 7.82% |
| HBP% /PA | 0.67% | — | ×0.940 | — | ×0.962 | 0.61% |
| Singles /BIP | 14.67% | ÷1.033 | ×0.930 | ×0.978 | ×0.962 | 12.42% |
| Doubles /BIP | 5.33% | ÷0.994 | ×0.830 | ×0.978 | ×0.962 | 4.19% |
| Triples /BIP | 1.33% | ÷1.049 | ×0.970 | ×0.978 | ×0.962 | 1.16% |
| Home runs /BIP | 10.67% | ÷1.016 | ×0.700 | — | ×0.962 | 7.07% |
Factors used: league row International League. Park (home-season share, regressed): HR 103, 1B 107, 2B 99, 3B 110, K 98, BB 105 — applied at half strength. Age: age 31 vs a level average of 27.2 → −3.8% on BB/HBP/hit rates (3.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.978.
Result: wOBA .305 → .209; ISO .231 → .149; BABIP .239 → .191. 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 AAASalt Lake Bees · 225 PAwOBA .329 → .239 (−90)K% 34.7% → 41.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 34.67% | ÷1.010 | ×1.200 | — | — | 41.20% |
| BB% (unintentional) /PA | 16.44% | ÷1.005 | ×0.690 | — | ×0.972 | 10.98% |
| HBP% /PA | 1.33% | — | ×0.940 | — | ×0.972 | 1.22% |
| Singles /BIP | 27.36% | ÷1.058 | ×0.930 | ×0.950 | ×0.972 | 22.22% |
| Doubles /BIP | 1.89% | ÷0.967 | ×0.830 | ×0.950 | ×0.972 | 1.50% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×0.950 | ×0.972 | 0.00% |
| Home runs /BIP | 8.49% | ÷1.003 | ×0.700 | — | ×0.972 | 5.76% |
Factors used: league row International League. Park (home-season share, regressed): HR 101, 1B 112, 2B 93, 3B 80, K 102, BB 101 — applied at half strength. Age: age 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .329 → .239; ISO .158 → .107; BABIP .320 → .252. 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 AAASalt Lake Bees · 454 PAwOBA .462 → .348 (−114)K% 25.3% → 32.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.33% | ÷1.009 | ×1.290 | — | — | 32.39% |
| BB% (unintentional) /PA | 13.00% | ÷0.980 | ×0.710 | — | ×1.018 | 9.59% |
| HBP% /PA | 1.98% | — | ×0.980 | — | ×1.018 | 1.98% |
| Singles /BIP | 21.72% | ÷1.007 | ×0.900 | ×0.950 | ×1.018 | 18.78% |
| Doubles /BIP | 11.24% | ÷1.062 | ×0.810 | ×0.950 | ×1.018 | 8.29% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.810 | ×0.950 | ×1.018 | 0.00% |
| Home runs /BIP | 13.48% | ÷1.059 | ×0.780 | — | ×1.018 | 10.11% |
Factors used: league row PCL. Park (home-season share, regressed): HR 112, 1B 101, 2B 112, 3B 80, K 102, BB 96 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .462 → .348; ISO .361 → .257; BABIP .374 → .296. 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).
2018 AAASalt Lake Bees · 198 PAwOBA .349 → .261 (−88)K% 28.3% → 36.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.28% | ÷1.003 | ×1.290 | — | — | 36.38% |
| BB% (unintentional) /PA | 8.08% | ÷1.068 | ×0.710 | — | ×1.033 | 5.55% |
| HBP% /PA | 1.01% | — | ×0.980 | — | ×1.033 | 1.02% |
| Singles /BIP | 22.13% | ÷1.064 | ×0.900 | ×0.950 | ×1.033 | 18.36% |
| Doubles /BIP | 10.66% | ÷1.045 | ×0.810 | ×0.950 | ×1.033 | 8.10% |
| Triples /BIP | 0.00% | ÷0.969 | ×0.810 | ×0.950 | ×1.033 | 0.00% |
| Home runs /BIP | 6.56% | ÷0.958 | ×0.780 | — | ×1.033 | 5.52% |
Factors used: league row PCL. Park (home-season share, regressed): HR 92, 1B 113, 2B 109, 3B 94, K 101, BB 114 — 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 ×0.950.
Result: wOBA .349 → .261; ISO .208 → .156; BABIP .345 → .275. 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).
2018 A+Inland Empire 66ers · 178 PAwOBA .406 → .333 (−73)K% 28.1% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.09% | ÷1.044 | ×1.340 | — | — | 36.07% |
| BB% (unintentional) /PA | 12.36% | ÷0.986 | ×0.710 | — | ×0.978 | 8.71% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×0.978 | 0.00% |
| Singles /BIP | 19.19% | ÷0.977 | ×0.910 | ×0.953 | ×0.978 | 16.67% |
| Doubles /BIP | 8.08% | ÷1.087 | ×0.820 | ×0.953 | ×0.978 | 5.68% |
| Triples /BIP | 1.01% | ÷0.978 | ×0.760 | ×0.953 | ×0.978 | 0.73% |
| Home runs /BIP | 13.13% | ÷0.978 | ×0.920 | — | ×0.978 | 12.08% |
Factors used: league row CAL. Park (home-season share, regressed): HR 96, 1B 95, 2B 117, 3B 96, K 109, BB 97 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.953.
Result: wOBA .406 → .333; ISO .329 → .286; BABIP .308 → .248. 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).
2018 AAMobile BayBears · 173 PAwOBA .391 → .325 (−66)K% 27.7% → 33.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.75% | ÷1.012 | ×1.220 | — | — | 33.45% |
| BB% (unintentional) /PA | 11.56% | ÷1.040 | ×0.680 | — | ×0.998 | 7.54% |
| HBP% /PA | 1.16% | — | ×0.840 | — | ×0.998 | 0.97% |
| Singles /BIP | 21.78% | ÷1.021 | ×0.920 | ×1.013 | ×0.998 | 19.84% |
| Doubles /BIP | 12.87% | ÷1.014 | ×0.910 | ×1.013 | ×0.998 | 11.68% |
| Triples /BIP | 0.00% | ÷0.944 | ×0.880 | ×1.013 | ×0.998 | 0.00% |
| Home runs /BIP | 7.92% | ÷0.959 | ×0.800 | — | ×0.998 | 6.59% |
Factors used: league row SL. Park (home-season share, regressed): HR 92, 1B 104, 2B 103, 3B 89, K 102, BB 108 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.013.
Result: wOBA .391 → .325; ISO .248 → .212; BABIP .372 → .334. 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 A+Inland Empire 66ers · 306 PAwOBA .397 → .327 (−70)K% 23.5% → 32.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.53% | ÷0.975 | ×1.340 | — | — | 32.34% |
| BB% (unintentional) /PA | 8.50% | ÷1.003 | ×0.710 | — | ×0.988 | 5.94% |
| HBP% /PA | 1.31% | — | ×0.790 | — | ×0.988 | 1.02% |
| Singles /BIP | 26.11% | ÷0.955 | ×0.910 | ×1.008 | ×0.988 | 24.78% |
| Doubles /BIP | 14.29% | ÷0.891 | ×0.820 | ×1.008 | ×0.988 | 13.10% |
| Triples /BIP | 0.49% | ÷1.150 | ×0.760 | ×1.008 | ×0.988 | 0.32% |
| Home runs /BIP | 3.94% | ÷1.008 | ×0.920 | — | ×0.988 | 3.55% |
Factors used: league row CAL. Park (home-season share, regressed): HR 102, 1B 91, 2B 78, 3B 130, K 95, BB 101 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.008.
Result: wOBA .397 → .327; ISO .200 → .165; BABIP .423 → .394. 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 AAMobile BayBears · 74 PAwOBA .288 → .224 (−64)K% 39.2% → 47.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 39.19% | ÷0.998 | ×1.220 | — | — | 47.89% |
| BB% (unintentional) /PA | 4.05% | ÷0.986 | ×0.680 | — | ×1.012 | 2.83% |
| HBP% /PA | 1.35% | — | ×0.840 | — | ×1.012 | 1.15% |
| Singles /BIP | 25.00% | ÷1.018 | ×0.920 | — | ×1.012 | 22.86% |
| Doubles /BIP | 7.50% | ÷1.204 | ×0.910 | — | ×1.012 | 5.73% |
| Triples /BIP | 0.00% | ÷0.930 | ×0.880 | — | ×1.012 | 0.00% |
| Home runs /BIP | 7.50% | ÷0.896 | ×0.800 | — | ×1.012 | 6.78% |
Factors used: league row SL. Park (home-season share, regressed): HR 79, 1B 104, 2B 141, 3B 86, K 100, BB 97 — 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).
Result: wOBA .288 → .224; ISO .174 → .135; BABIP .351 → .307. 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).