Forrest Wall
LF Iowa Cubs| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 27 | AAAATL | 411 | .280/.375/.427 | 8 | 52 | 91 | — | .251/.321/.370 | |
| 2023 | 27 | MLBATL | 15 | .462/.533/.846 | 1 | 5 | 281 | -0.0 | ||
| 2024 | 28 | AAABAL | 342 | .278/.381/.392 | 6 | 20 | 85 | — | .250/.327/.332 | |
| 2024 | 28 | MLBMIA | 35 | .250/.314/.250 | 0 | 4 | 69 | -0.5 | ||
| 2025 | 29 | AAACHC | 339 | .289/.386/.429 | 6 | 29 | 84 | — | .250/.322/.350 | |
| 2026 | 30 | No MLB games played | ||||||||
| 2027PROJ10% MLB | 31 | MLBCHC | 16 | .248/.320/.392 | 0 | 1 | 101 | 0.0 | ||
| 2028PROJ33% MLB | 32 | MLBCHC | 82 | .242/.313/.377 | 2 | 3 | 95 | -0.1 | ||
Tools · ContractCON 55 / POW 45
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) | |||||||||||||||||||||||||||||||
| 2014 | 18 | ROK | Grand Junction Rockies | — | 188 | 157 | 50 | 6 | 6 | 3 | 27 | 32 | 0 | 18 | 5 | 318 | 418 | 490 | 909 | 172 | 382 | 17 | 14 | 394 | 82 | — | — | — | — | — | — |
| 2015 | 19 | A | Asheville Tourists | — | 416 | 361 | 101 | 16 | 10 | 7 | 41 | 72 | 3 | 23 | 9 | 280 | 358 | 438 | 796 | 158 | 329 | 17 | 10 | 345 | 74 | — | — | — | — | — | — |
| 2016 | 20 | A+ | Modesto Nuts | — | 521 | 459 | 121 | 16 | 4 | 6 | 41 | 97 | 6 | 22 | 11 | 264 | 332 | 355 | 687 | 92 | 319 | 19 | 8 | 304 | 61 | — | — | — | — | — | — |
| 2017 | 21 | A+ | Lancaster JetHawks | — | 98 | 87 | 26 | 4 | 1 | 3 | 9 | 16 | 0 | 5 | 3 | 299 | 365 | 471 | 836 | 172 | 333 | 16 | 9 | 363 | 63 | — | — | — | — | — | — |
| 2018 | 22 | AA | New Hampshire Fisher Cats | — | 337 | 299 | 70 | 13 | 3 | 7 | 30 | 88 | 7 | 18 | 6 | 234 | 318 | 368 | 686 | 134 | 307 | 26 | 9 | 311 | 64 | — | — | — | — | — | — |
| 2018 | 22 | A+ | Lancaster JetHawks | — | 230 | 203 | 62 | 11 | 5 | 3 | 23 | 47 | 2 | 20 | 8 | 305 | 382 | 453 | 835 | 148 | 386 | 20 | 10 | 369 | 63 | — | — | — | — | — | — |
| 2019 | 23 | AAA | Buffalo Bisons | — | 53 | 47 | 12 | 3 | 0 | 2 | 6 | 14 | 0 | 1 | 0 | 255 | 340 | 447 | 786 | 191 | 323 | 26 | 11 | 350 | 82 | — | — | — | — | — | — |
| 2019 | 23 | AA | New Hampshire Fisher Cats | — | 469 | 415 | 112 | 27 | 4 | 9 | 49 | 109 | 4 | 13 | 8 | 270 | 353 | 419 | 772 | 149 | 347 | 23 | 10 | 346 | 76 | — | — | — | — | — | — |
| 2021 | 25 | AAA | Buffalo Bisons | — | 336 | 297 | 79 | 15 | 5 | 1 | 30 | 87 | 6 | 35 | 4 | 266 | 345 | 360 | 706 | 94 | 370 | 26 | 9 | 319 | 59 | — | — | — | — | — | — |
| 2022 | 26 | AAA | Tacoma Rainiers | — | 467 | 412 | 105 | 17 | 3 | 6 | 42 | 125 | 8 | 52 | 12 | 255 | 335 | 354 | 690 | 100 | 349 | 27 | 9 | 312 | 64 | — | — | — | — | — | — |
| 2023 | 27 | MLB | Atlanta Braves | — | 15 | 13 | 6 | 2 | 0 | 1 | 2 | 4 | 0 | 5 | 1 | 462 | 533 | 846 | 1.379 | 385 | 625 | 27 | 13 | 584 | 281 | +3 | +1 | -0 | -5 | +0 | -0.0 |
| 2023 | 27 | AAA | Gwinnett Stripers | — | 411 | 354 | 99 | 16 | 6 | 8 | 52 | 90 | 2 | 52 | 8 | 280 | 375 | 427 | 802 | 147 | 351 | 22 | 13 | 358 | 91 | — | — | — | — | — | — |
| 2024 | 28 | MLB | Miami Marlins | — | 35 | 32 | 8 | 0 | 0 | 0 | 3 | 8 | 0 | 4 | 3 | 250 | 314 | 250 | 564 | 333 | 23 | 9 | 267 | 69 | -1 | -0 | -0 | -4 | +1 | -0.5 | |
| 2024 | 28 | AAA | Norfolk Tides | — | 342 | 291 | 81 | 11 | 2 | 6 | 42 | 88 | 6 | 20 | 5 | 278 | 381 | 392 | 772 | 113 | 381 | 26 | 12 | 350 | 85 | — | — | — | — | — | — |
| 2025 | 29 | AAA | Iowa Cubs | — | 339 | 287 | 83 | 18 | 2 | 6 | 39 | 76 | 6 | 29 | 4 | 289 | 386 | 429 | 814 | 139 | 368 | 22 | 12 | 360 | 84 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 50 | 45 | 14 | 2 | 0 | 1 | 5 | 12 | 0 | 9 | 4 | 311 | 380 | 422 | 802 | 111 | 406 | 24 | 10 | 362 | 131 | +2 | +0 | -0 | -9 | +1 | -0.6 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2014 | 18 | ROK MLE | Grand Junction Rockies | — | 188 | 167 | 39 | 4 | 4 | 2 | 17 | 46 | 0 | 18 | 5 | 234 | 304 | 341 | 646 | 108 | 305 | 24 | 9 | 289 | 82 | — | — | — | — | — | — |
| 2015 | 19 | A MLE | Asheville Tourists | — | 416 | 375 | 88 | 10 | 10 | 5 | 27 | 94 | 3 | 23 | 9 | 235 | 291 | 355 | 646 | 120 | 286 | 23 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2016 | 20 | A+ MLE | Modesto Nuts | — | 521 | 470 | 109 | 14 | 3 | 6 | 30 | 135 | 6 | 22 | 11 | 232 | 287 | 313 | 599 | 81 | 292 | 26 | 6 | 258 | 61 | — | — | — | — | — | — |
| 2017 | 21 | A+ MLE | Lancaster JetHawks | — | 98 | 90 | 21 | 3 | 1 | 2 | 6 | 24 | 0 | 5 | 3 | 233 | 281 | 356 | 637 | 122 | 275 | 24 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2018 | 22 | AA MLE | New Hampshire Fisher Cats | — | 337 | 306 | 64 | 11 | 3 | 6 | 23 | 104 | 7 | 18 | 6 | 209 | 280 | 324 | 603 | 114 | 290 | 31 | 7 | 263 | 64 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | Lancaster JetHawks | — | 230 | 211 | 48 | 8 | 3 | 2 | 15 | 67 | 2 | 20 | 8 | 227 | 285 | 322 | 607 | 95 | 316 | 29 | 7 | 261 | 63 | — | — | — | — | — | — |
| 2019 | 23 | AAA MLE | Buffalo Bisons | — | 53 | 49 | 12 | 3 | 0 | 2 | 4 | 17 | 0 | 1 | 0 | 245 | 302 | 429 | 730 | 184 | 303 | 32 | 8 | 289 | 82 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | New Hampshire Fisher Cats | — | 469 | 428 | 96 | 20 | 4 | 8 | 36 | 132 | 4 | 13 | 8 | 224 | 291 | 346 | 636 | 121 | 305 | 28 | 8 | 280 | 76 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Buffalo Bisons | — | 336 | 307 | 68 | 13 | 4 | 1 | 20 | 108 | 6 | 35 | 4 | 221 | 282 | 300 | 582 | 78 | 326 | 32 | 6 | 255 | 59 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | Tacoma Rainiers | — | 467 | 427 | 97 | 17 | 3 | 4 | 27 | 147 | 8 | 52 | 12 | 227 | 286 | 309 | 595 | 82 | 327 | 31 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2023 | 27 | MLB MLE | Atlanta Braves | — | 15 | 13 | 6 | 2 | 0 | 1 | 2 | 4 | 0 | 5 | 1 | 462 | 533 | 846 | 1.379 | 385 | 625 | 27 | 13 | 584 | 281 | +3 | +1 | -0 | -5 | +0 | -0.0 |
| 2023 | 27 | AAA MLE | Gwinnett Stripers | — | 411 | 370 | 93 | 14 | 6 | 6 | 36 | 108 | 2 | 52 | 8 | 251 | 321 | 370 | 691 | 119 | 333 | 26 | 9 | 303 | 91 | — | — | — | — | — | — |
| 2024 | 28 | MLB MLE | Miami Marlins | — | 35 | 32 | 8 | 0 | 0 | 0 | 3 | 8 | 0 | 4 | 3 | 250 | 314 | 250 | 564 | 333 | 23 | 9 | 270 | 69 | -1 | -0 | -0 | -4 | +1 | -0.5 | |
| 2024 | 28 | AAA MLE | Norfolk Tides | — | 342 | 304 | 76 | 9 | 2 | 4 | 29 | 99 | 6 | 20 | 5 | 250 | 327 | 332 | 660 | 82 | 352 | 29 | 8 | 294 | 85 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | Iowa Cubs | — | 339 | 300 | 75 | 14 | 2 | 4 | 26 | 92 | 6 | 29 | 4 | 250 | 322 | 350 | 672 | 100 | 328 | 27 | 8 | 293 | 84 | — | — | — | — | — | — |
| 2014 | 18 | ROK MLE | Grand Junction Rockies | — | 188 | 167 | 39 | 4 | 4 | 2 | 17 | 46 | 0 | 18 | 5 | 234 | 304 | 341 | 646 | 108 | 308 | 24 | 9 | 289 | 82 | — | — | — | — | — | — |
| 2014 | 18 | ROK RAW | Grand Junction Rockies | — | 188 | 157 | 50 | 6 | 6 | 3 | 27 | 32 | 0 | 18 | 5 | 318 | 418 | 490 | 909 | 172 | 382 | 17 | 14 | 394 | 82 | — | — | — | — | — | — |
| 2015 | 19 | A MLE | Asheville Tourists | — | 416 | 375 | 88 | 10 | 10 | 5 | 27 | 94 | 3 | 23 | 9 | 235 | 291 | 355 | 646 | 120 | 296 | 23 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2015 | 19 | A RAW | Asheville Tourists | — | 416 | 361 | 101 | 16 | 10 | 7 | 41 | 72 | 3 | 23 | 9 | 280 | 358 | 438 | 796 | 158 | 329 | 17 | 10 | 345 | 74 | — | — | — | — | — | — |
| 2016 | 20 | A+ MLE | Modesto Nuts | — | 521 | 470 | 109 | 14 | 3 | 6 | 30 | 135 | 6 | 22 | 11 | 232 | 287 | 313 | 599 | 81 | 308 | 26 | 6 | 258 | 61 | — | — | — | — | — | — |
| 2016 | 20 | A+ RAW | Modesto Nuts | — | 521 | 459 | 121 | 16 | 4 | 6 | 41 | 97 | 6 | 22 | 11 | 264 | 332 | 355 | 687 | 92 | 319 | 19 | 8 | 304 | 61 | — | — | — | — | — | — |
| 2017 | 21 | A+ MLE | Lancaster JetHawks | — | 98 | 90 | 21 | 3 | 1 | 2 | 6 | 24 | 0 | 5 | 3 | 233 | 281 | 356 | 637 | 122 | 292 | 24 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2017 | 21 | A+ RAW | Lancaster JetHawks | — | 98 | 87 | 26 | 4 | 1 | 3 | 9 | 16 | 0 | 5 | 3 | 299 | 365 | 471 | 836 | 172 | 333 | 16 | 9 | 363 | 63 | — | — | — | — | — | — |
| 2018 | 22 | AA MLE | 2 teams | — | 567 | 517 | 111 | 19 | 6 | 7 | 38 | 171 | 9 | 38 | 14 | 215 | 280 | 315 | 595 | 101 | 306 | 30 | 7 | 262 | 64 | — | — | — | — | — | — |
| 2018 | 22 | AA RAW | 2 teams | — | 567 | 502 | 132 | 24 | 8 | 10 | 53 | 135 | 9 | 38 | 14 | 263 | 344 | 402 | 746 | 139 | 341 | 24 | 9 | 334 | 64 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 2 teams | — | 522 | 477 | 107 | 23 | 4 | 10 | 40 | 150 | 4 | 14 | 8 | 224 | 290 | 352 | 642 | 128 | 306 | 29 | 8 | 281 | 76 | — | — | — | — | — | — |
| 2019 | 23 | AA RAW | 2 teams | — | 522 | 462 | 124 | 30 | 4 | 11 | 55 | 123 | 4 | 14 | 8 | 268 | 351 | 422 | 773 | 154 | 345 | 24 | 11 | 346 | 76 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Buffalo Bisons | — | 336 | 307 | 68 | 13 | 4 | 1 | 20 | 108 | 6 | 35 | 4 | 221 | 282 | 300 | 582 | 78 | 335 | 32 | 6 | 255 | 59 | — | — | — | — | — | — |
| 2021 | 25 | AAA RAW | Buffalo Bisons | — | 336 | 297 | 79 | 15 | 5 | 1 | 30 | 87 | 6 | 35 | 4 | 266 | 345 | 360 | 706 | 94 | 370 | 26 | 9 | 319 | 59 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | Tacoma Rainiers | — | 467 | 427 | 97 | 17 | 3 | 4 | 27 | 147 | 8 | 52 | 12 | 227 | 286 | 309 | 595 | 82 | 333 | 31 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2022 | 26 | AAA RAW | Tacoma Rainiers | — | 467 | 412 | 105 | 17 | 3 | 6 | 42 | 125 | 8 | 52 | 12 | 255 | 335 | 354 | 690 | 100 | 349 | 27 | 9 | 312 | 64 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | 2 teams | — | 426 | 383 | 99 | 16 | 6 | 7 | 38 | 112 | 2 | 57 | 9 | 258 | 329 | 386 | 715 | 128 | 345 | 26 | 9 | 313 | 98 | — | — | — | — | — | — |
| 2023 | 27 | AAA RAW | 2 teams | — | 426 | 367 | 105 | 18 | 6 | 9 | 54 | 94 | 2 | 57 | 9 | 286 | 381 | 441 | 822 | 155 | 360 | 22 | 13 | 366 | 98 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | 2 teams | — | 377 | 336 | 84 | 9 | 2 | 4 | 32 | 107 | 6 | 24 | 8 | 250 | 326 | 324 | 651 | 74 | 356 | 28 | 8 | 292 | 84 | — | — | — | — | — | — |
| 2024 | 28 | AAA RAW | 2 teams | — | 377 | 323 | 89 | 11 | 2 | 6 | 45 | 96 | 6 | 24 | 8 | 276 | 374 | 378 | 752 | 102 | 376 | 25 | 12 | 342 | 84 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | Iowa Cubs | — | 339 | 300 | 75 | 14 | 2 | 4 | 26 | 92 | 6 | 29 | 4 | 250 | 322 | 350 | 672 | 100 | 341 | 27 | 8 | 293 | 84 | — | — | — | — | — | — |
| 2025 | 29 | AAA RAW | Iowa Cubs | — | 339 | 287 | 83 | 18 | 2 | 6 | 39 | 76 | 6 | 29 | 4 | 289 | 386 | 429 | 814 | 139 | 368 | 22 | 12 | 360 | 84 | — | — | — | — | — | — |
| 2014 | 18 | ROK MLE | Grand Junction Rockies | — | 188 | 169 | 39 | 4 | 4 | 2 | 17 | 46 | 0 | 18 | 5 | 231 | 304 | 337 | 642 | 107 | 305 | 24 | 9 | 289 | 82 | — | — | — | — | — | — |
| 2015 | 19 | A MLE | Asheville Tourists | — | 416 | 383 | 88 | 10 | 10 | 5 | 27 | 94 | 3 | 23 | 9 | 230 | 291 | 347 | 639 | 117 | 286 | 23 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2016 | 20 | A+ MLE | Modesto Nuts | — | 521 | 480 | 109 | 14 | 3 | 6 | 30 | 135 | 6 | 22 | 11 | 227 | 287 | 306 | 593 | 79 | 292 | 26 | 6 | 258 | 61 | — | — | — | — | — | — |
| 2017 | 21 | A+ MLE | Lancaster JetHawks | — | 98 | 92 | 21 | 3 | 1 | 2 | 6 | 24 | 0 | 5 | 3 | 228 | 281 | 348 | 629 | 120 | 275 | 24 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2018 | 22 | AA MLE | 2 teams | — | 567 | 515 | 111 | 19 | 6 | 7 | 38 | 171 | 9 | 38 | 14 | 216 | 280 | 317 | 597 | 101 | 301 | 30 | 7 | 262 | 64 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 2 teams | — | 522 | 473 | 107 | 23 | 4 | 10 | 40 | 150 | 4 | 14 | 8 | 226 | 290 | 355 | 645 | 129 | 305 | 29 | 8 | 281 | 76 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Buffalo Bisons | — | 336 | 307 | 68 | 13 | 4 | 1 | 20 | 108 | 6 | 35 | 4 | 221 | 282 | 300 | 582 | 78 | 326 | 32 | 6 | 255 | 59 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | Tacoma Rainiers | — | 467 | 429 | 97 | 17 | 3 | 4 | 27 | 147 | 8 | 52 | 12 | 226 | 286 | 308 | 593 | 82 | 327 | 31 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | 2 teams | — | 426 | 383 | 99 | 16 | 6 | 7 | 38 | 112 | 2 | 57 | 9 | 258 | 329 | 386 | 715 | 128 | 343 | 26 | 9 | 313 | 98 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | 2 teams | — | 377 | 336 | 84 | 9 | 2 | 4 | 32 | 107 | 6 | 24 | 8 | 250 | 326 | 324 | 651 | 74 | 350 | 28 | 8 | 292 | 84 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | Iowa Cubs | — | 339 | 304 | 75 | 14 | 2 | 4 | 26 | 92 | 6 | 29 | 4 | 247 | 322 | 345 | 668 | 99 | 328 | 27 | 8 | 293 | 84 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 28 | AAA MLE | 2 teams | — | 377 | 336 | 84 | 9 | 2 | 4 | 32 | 107 | 6 | 24 | 8 | 250 | 326 | 324 | 651 | 74 | 350 | 28 | 8 | 292 | 84 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | Iowa Cubs | — | 339 | 304 | 75 | 14 | 2 | 4 | 26 | 92 | 6 | 29 | 4 | 247 | 322 | 345 | 668 | 99 | 328 | 27 | 8 | 293 | 84 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 31 | MLB MLE | CHC | 10% | 380 | 340 | 85 | 14 | 2 | 11 | 31 | 99 | 6 | 21 | 4 | 247 | 319 | 391 | 710 | 144 | 314 | 26 | 8 | 317 | 101 | +0 | +3 | +0 | -4 | +8 | 0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 31 | MLB CTX | CHC | 10% | 16 | 15 | 3 | 1 | 0 | 0 | 1 | 4 | 0 | 1 | 0 | 248 | 320 | 392 | 712 | 144 | 317 | 25 | 6 | 318 | 101 | +0 | +0 | +0 | -0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 32 | MLB MLE | CHC | 33% | 250 | 225 | 55 | 9 | 1 | 7 | 20 | 66 | 3 | 10 | 2 | 240 | 312 | 377 | 689 | 136 | 308 | 26 | 8 | 308 | 95 | -2 | +1 | -3 | -3 | +5 | -0.1 |
| 2028 | 32 | MLB CTX | CHC | 33% | 82 | 74 | 17 | 3 | 0 | 2 | 7 | 22 | 1 | 3 | 1 | 242 | 313 | 377 | 691 | 136 | 311 | 27 | 9 | 309 | 95 | -1 | +0 | -1 | -1 | +2 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 132 | 119 | 31 | 5 | 0 | 3 | 12 | 34 | 1 | 12 | 5 | 261 | 333 | 378 | 711 | 118 | 341 | 26 | 9 | 329 | 75 | +1 | +0 | -1 | -9 | +3 | -0.7 | |
| / 162G | — | A+C | — | 650 | 586 | 153 | 25 | 0 | 15 | 59 | 167 | 5 | 59 | 25 | 261 | 334 | 381 | 714 | 119 | 342 | 26 | 9 | 329 | 75 | +7 | +2 | -7 | -47 | +14 | -3.2 | |
| Career | — | MLE | — | 4662 | 4213 | 988 | 157 | 47 | 63 | 334 | 1292 | 55 | 335 | 91 | 235 | 299 | 339 | 638 | 104 | 321 | 28 | 7 | 279 | 75 | +0 | +2 | -4 | -13 | +10 | -0.4 | |
| / 162G | — | MLE | — | 650 | 587 | 139 | 22 | 7 | 9 | 47 | 180 | 8 | 47 | 13 | 237 | 303 | 344 | 647 | 107 | 323 | 28 | 7 | 279 | 75 | +1 | +3 | -5 | -18 | +14 | -0.6 | |
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.
2025 AAAIowa Cubs · 339 PAwOBA .355 → .293 (−62)K% 22.4% → 27.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.42% | ÷0.989 | ×1.200 | — | — | 27.21% |
| BB% (unintentional) /PA | 11.50% | ÷1.005 | ×0.690 | — | ×0.972 | 7.68% |
| HBP% /PA | 1.77% | — | ×0.940 | — | ×0.972 | 1.62% |
| Singles /BIP | 27.01% | ÷0.949 | ×0.930 | ×0.984 | ×0.972 | 25.33% |
| Doubles /BIP | 8.53% | ÷1.033 | ×0.830 | ×0.984 | ×0.972 | 6.56% |
| Triples /BIP | 0.95% | ÷0.939 | ×0.970 | ×0.984 | ×0.972 | 0.94% |
| Home runs /BIP | 2.84% | ÷1.125 | ×0.700 | — | ×0.972 | 1.72% |
Factors used: league row International League. Park (home-season share, regressed): HR 125, 1B 90, 2B 107, 3B 88, K 98, 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 ×0.984.
Result: wOBA .355 → .293; ISO .139 → .102; BABIP .368 → .328. 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 AAANorfolk Tides · 342 PAwOBA .341 → .294 (−47)K% 25.7% → 28.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.73% | ÷1.070 | ×1.200 | — | — | 28.86% |
| BB% (unintentional) /PA | 12.28% | ÷0.987 | ×0.690 | — | ×0.982 | 8.43% |
| HBP% /PA | 1.75% | — | ×0.940 | — | ×0.982 | 1.62% |
| Singles /BIP | 30.54% | ÷0.962 | ×0.930 | ×1.001 | ×0.982 | 29.02% |
| Doubles /BIP | 5.42% | ÷1.006 | ×0.830 | ×1.001 | ×0.982 | 4.39% |
| Triples /BIP | 0.99% | ÷0.900 | ×0.970 | ×1.001 | ×0.982 | 1.04% |
| Home runs /BIP | 2.96% | ÷0.996 | ×0.700 | — | ×0.982 | 2.04% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 92, 2B 101, 3B 80, K 114, BB 97 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.001.
Result: wOBA .341 → .294; ISO .113 → .090; BABIP .381 → .352. 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 AAAGwinnett Stripers · 411 PAwOBA .351 → .303 (−48)K% 21.9% → 26.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.90% | ÷1.005 | ×1.200 | — | — | 26.15% |
| BB% (unintentional) /PA | 12.65% | ÷0.997 | ×0.690 | — | ×0.992 | 8.69% |
| HBP% /PA | 0.49% | — | ×0.940 | — | ×0.992 | 0.45% |
| Singles /BIP | 26.14% | ÷0.968 | ×0.930 | ×1.015 | ×0.992 | 25.27% |
| Doubles /BIP | 6.06% | ÷0.933 | ×0.830 | ×1.015 | ×0.992 | 5.43% |
| Triples /BIP | 2.27% | ÷0.999 | ×0.970 | ×1.015 | ×0.992 | 2.22% |
| Home runs /BIP | 3.03% | ÷0.984 | ×0.700 | — | ×0.992 | 2.14% |
Factors used: league row International League. Park (home-season share, regressed): HR 97, 1B 94, 2B 87, 3B 100, K 101, BB 99 — 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 ×1.015.
Result: wOBA .351 → .303; ISO .147 → .122; BABIP .351 → .333. 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 AAATacoma Rainiers · 467 PAwOBA .306 → .263 (−43)K% 26.8% → 31.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.77% | ÷1.020 | ×1.200 | — | — | 31.50% |
| BB% (unintentional) /PA | 8.78% | ÷1.048 | ×0.690 | — | ×1.003 | 5.80% |
| HBP% /PA | 1.71% | — | ×0.940 | — | ×1.003 | 1.62% |
| Singles /BIP | 27.53% | ÷1.013 | ×0.930 | ×1.007 | ×1.003 | 25.53% |
| Doubles /BIP | 5.92% | ÷0.839 | ×0.830 | ×1.007 | ×1.003 | 5.92% |
| Triples /BIP | 1.05% | ÷0.902 | ×0.970 | ×1.007 | ×1.003 | 1.14% |
| Home runs /BIP | 2.09% | ÷1.144 | ×0.700 | — | ×1.003 | 1.28% |
Factors used: league row International League. Park (home-season share, regressed): HR 129, 1B 103, 2B 68, 3B 80, K 104, BB 110 — 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 ×1.007.
Result: wOBA .306 → .263; ISO .100 → .083; BABIP .349 → .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).
2021 AAABuffalo Bisons · 336 PAwOBA .312 → .255 (−57)K% 25.9% → 32.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.89% | ÷0.965 | ×1.200 | — | — | 32.19% |
| BB% (unintentional) /PA | 8.63% | ÷1.024 | ×0.690 | — | ×1.018 | 5.92% |
| HBP% /PA | 1.79% | — | ×0.940 | — | ×1.018 | 1.71% |
| Singles /BIP | 27.62% | ÷1.071 | ×0.930 | ×1.006 | ×1.018 | 24.56% |
| Doubles /BIP | 7.14% | ÷0.962 | ×0.830 | ×1.006 | ×1.018 | 6.31% |
| Triples /BIP | 2.38% | ÷1.150 | ×0.920 | ×1.006 | ×1.018 | 1.95% |
| Home runs /BIP | 0.48% | ÷1.081 | ×0.700 | — | ×1.018 | 0.31% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 116, 1B 114, 2B 92, 3B 130, K 93, BB 105 — 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 ×1.006.
Result: wOBA .312 → .255; ISO .094 → .076; BABIP .370 → .326. 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 AANew Hampshire Fisher Cats · 469 PAwOBA .337 → .280 (−57)K% 23.2% → 28.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.24% | ÷1.006 | ×1.220 | — | — | 28.17% |
| BB% (unintentional) /PA | 10.45% | ÷0.956 | ×0.700 | — | ×1.012 | 7.74% |
| HBP% /PA | 0.85% | — | ×0.850 | — | ×1.012 | 0.73% |
| Singles /BIP | 23.53% | ÷1.023 | ×0.970 | ×0.950 | ×1.012 | 21.45% |
| Doubles /BIP | 8.82% | ÷1.064 | ×0.860 | ×0.950 | ×1.012 | 6.86% |
| Triples /BIP | 1.31% | ÷0.900 | ×0.950 | ×0.950 | ×1.012 | 1.33% |
| Home runs /BIP | 2.94% | ÷0.860 | ×0.780 | — | ×1.012 | 2.70% |
Factors used: league row EL. Park (home-season share, regressed): HR 72, 1B 105, 2B 113, 3B 80, K 101, BB 91 — 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 ×0.950.
Result: wOBA .337 → .280; ISO .149 → .126; BABIP .347 → .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).
2019 AAABuffalo Bisons · 53 PAwOBA .334 → .289 (−44)K% 26.4% → 32.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.42% | ÷0.968 | ×1.200 | — | — | 32.73% |
| BB% (unintentional) /PA | 9.43% | ÷0.953 | ×0.690 | — | ×1.048 | 7.16% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.048 | 0.00% |
| Singles /BIP | 21.21% | ÷1.011 | ×0.930 | — | ×1.048 | 20.44% |
| Doubles /BIP | 9.09% | ÷0.954 | ×0.830 | — | ×1.048 | 8.29% |
| Triples /BIP | 0.00% | ÷0.909 | ×0.970 | — | ×1.048 | 0.00% |
| Home runs /BIP | 6.06% | ÷1.000 | ×0.840 | — | ×1.048 | 5.34% |
Factors used: league row IL. Park (home-season share, regressed): HR 100, 1B 102, 2B 91, 3B 82, K 94, BB 91 — 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).
Result: wOBA .334 → .289; ISO .191 → .165; BABIP .323 → .303. 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 AANew Hampshire Fisher Cats · 337 PAwOBA .304 → .263 (−41)K% 26.1% → 30.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.11% | ÷1.033 | ×1.220 | — | — | 30.83% |
| BB% (unintentional) /PA | 8.90% | ÷0.961 | ×0.700 | — | ×1.027 | 6.66% |
| HBP% /PA | 2.08% | — | ×0.850 | — | ×1.027 | 1.81% |
| Singles /BIP | 22.27% | ÷0.995 | ×0.970 | ×0.974 | ×1.027 | 21.72% |
| Doubles /BIP | 6.16% | ÷0.980 | ×0.860 | ×0.974 | ×1.027 | 5.41% |
| Triples /BIP | 1.42% | ÷1.086 | ×0.950 | ×0.974 | ×1.027 | 1.24% |
| Home runs /BIP | 3.32% | ÷0.945 | ×0.780 | — | ×1.027 | 2.81% |
Factors used: league row EL. Park (home-season share, regressed): HR 89, 1B 99, 2B 96, 3B 117, K 107, BB 92 — 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 ×0.974.
Result: wOBA .304 → .263; ISO .134 → .112; BABIP .307 → .290. 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).