Dustin Harris
LF El Paso Chihuahuas| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 25 | AAATEX | 564 | .272/.362/.391 | 10 | 35 | 83 | — | .246/.310/.343 |
| 2025 | 26 | AAATEX | 425 | .285/.370/.435 | 11 | 33 | 89 | — | .247/.313/.374 |
| 2025 | 26 | MLBTEX | 43 | .200/.256/.350 | 1 | 1 | 69 | -0.6 | |
| 2026 | 27 | AAASD | 318 | .329/.410/.545 | 12 | 19 | 114 | — | .279/.343/.446 |
| 2026 | 27 | MLBSD | 152 | .293/.361/.383 | 0 | 10 | 110 | 0.2 | |
| 2027PROJ45% MLB | 28 | MLBSD | 70 | .255/.321/.418 | 2 | 4 | 109 | 0.2 | |
| 2028PROJ53% MLB | 29 | MLBSD | 144 | .252/.318/.410 | 5 | 8 | 106 | 0.4 | |
| 2029PROJ58% MLB | 30 | MLBSD | 157 | .248/.314/.402 | 5 | 7 | 103 | 0.3 |
Tools · Recent Form · ContractCON 60 / POW 50
Career Stats + Projections
Methodology▸ how these numbers are built
All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.
| Year | Age | Lvl | Team | MLB% | PA | AB | H | 2B | 3B | HR | BB | SO | HBP | SB | CS | AVG | OBP | SLG | OPS | ISO | BABIP | K% | BB% | wOBA | wRC+ | BAT | RUN | FLD | POS | REP | WAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ▸ Career — actual stats, one row per stint (as recorded, no adjustments) | |||||||||||||||||||||||||||||||
| 2019 | 20 | ROK | AZL Athletics Green | — | 140 | 125 | 41 | 10 | 1 | 1 | 14 | 20 | 1 | 9 | 4 | 328 | 400 | 448 | 848 | 120 | 385 | 14 | 10 | 381 | 70 | — | — | — | — | — | — |
| 2021 | 22 | A+ | Hickory Crawdads | — | 160 | 145 | 54 | 10 | 0 | 10 | 13 | 25 | 1 | 5 | 1 | 372 | 428 | 648 | 1.076 | 276 | 396 | 16 | 8 | 464 | 148 | — | — | — | — | — | — |
| 2021 | 22 | A | Down East Wood Ducks | — | 306 | 259 | 78 | 11 | 3 | 10 | 34 | 48 | 7 | 20 | 1 | 301 | 397 | 483 | 879 | 181 | 329 | 16 | 11 | 384 | 95 | — | — | — | — | — | — |
| 2022 | 23 | AA | Frisco RoughRiders | — | 382 | 331 | 85 | 16 | 2 | 17 | 42 | 74 | 5 | 19 | 5 | 257 | 349 | 471 | 821 | 215 | 279 | 19 | 11 | 360 | 89 | — | — | — | — | — | — |
| 2023 | 24 | AAA | Round Rock Express | — | 288 | 242 | 66 | 11 | 3 | 9 | 40 | 63 | 4 | 17 | 3 | 273 | 385 | 455 | 839 | 182 | 331 | 22 | 14 | 373 | 91 | — | — | — | — | — | — |
| 2023 | 24 | AA | Frisco RoughRiders | — | 278 | 229 | 56 | 14 | 4 | 5 | 44 | 65 | 4 | 24 | 2 | 245 | 375 | 406 | 782 | 162 | 319 | 23 | 16 | 354 | 80 | — | — | — | — | — | — |
| 2024 | 25 | AAA | Round Rock Express | — | 564 | 486 | 132 | 22 | 3 | 10 | 61 | 123 | 8 | 35 | 10 | 272 | 362 | 391 | 753 | 119 | 339 | 22 | 11 | 337 | 83 | — | — | — | — | — | — |
| 2025 | 26 | MLB | Texas Rangers | — | 43 | 40 | 8 | 3 | 0 | 1 | 3 | 13 | 0 | 1 | 1 | 200 | 256 | 350 | 606 | 150 | 269 | 30 | 7 | 271 | 69 | -2 | -0 | +0 | -5 | +1 | -0.6 |
| 2025 | 26 | AAA | Round Rock Express | — | 425 | 372 | 106 | 19 | 2 | 11 | 44 | 74 | 6 | 33 | 4 | 285 | 370 | 435 | 805 | 151 | 330 | 17 | 10 | 359 | 89 | — | — | — | — | — | — |
| 2026 | 27 | MLB | San Diego Padres | — | 152 | 133 | 39 | 4 | 4 | 0 | 11 | 20 | 3 | 10 | 1 | 293 | 361 | 383 | 744 | 90 | 336 | 13 | 7 | 326 | 110 | +2 | +2 | +1 | -5 | +3 | 0.2 |
| 2026 | 27 | AAA | El Paso Chihuahuas | — | 318 | 277 | 91 | 14 | 5 | 12 | 33 | 47 | 5 | 19 | 5 | 329 | 410 | 545 | 955 | 217 | 359 | 15 | 10 | 415 | 114 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 195 | 173 | 47 | 7 | 4 | 1 | 14 | 33 | 3 | 11 | 2 | 272 | 337 | 376 | 713 | 104 | 324 | 17 | 7 | 314 | 98 | -0 | +1 | +1 | -10 | +4 | -0.4 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 20 | ROK MLE | AZL Athletics Green | — | 140 | 131 | 32 | 7 | 1 | 1 | 8 | 29 | 1 | 9 | 4 | 244 | 293 | 336 | 629 | 92 | 303 | 21 | 6 | 271 | 70 | — | — | — | — | — | — |
| 2021 | 22 | A+ MLE | Hickory Crawdads | — | 160 | 148 | 47 | 8 | 0 | 9 | 10 | 34 | 1 | 5 | 1 | 318 | 365 | 554 | 919 | 236 | 351 | 21 | 6 | 387 | 148 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | Down East Wood Ducks | — | 306 | 271 | 68 | 9 | 3 | 8 | 22 | 64 | 7 | 20 | 1 | 251 | 323 | 395 | 718 | 144 | 279 | 21 | 7 | 309 | 95 | — | — | — | — | — | — |
| 2022 | 23 | AA MLE | Frisco RoughRiders | — | 382 | 343 | 75 | 13 | 2 | 15 | 30 | 89 | 5 | 19 | 5 | 219 | 291 | 399 | 690 | 181 | 242 | 23 | 8 | 300 | 89 | — | — | — | — | — | — |
| 2023 | 24 | AAA MLE | Round Rock Express | — | 288 | 253 | 58 | 9 | 3 | 6 | 29 | 78 | 4 | 17 | 3 | 229 | 318 | 360 | 678 | 130 | 299 | 27 | 10 | 302 | 91 | — | — | — | — | — | — |
| 2023 | 24 | AA MLE | Frisco RoughRiders | — | 278 | 243 | 49 | 13 | 3 | 4 | 30 | 79 | 4 | 24 | 2 | 202 | 300 | 329 | 629 | 128 | 277 | 28 | 11 | 286 | 80 | — | — | — | — | — | — |
| 2024 | 25 | AAA MLE | Round Rock Express | — | 564 | 508 | 125 | 19 | 3 | 8 | 39 | 138 | 8 | 35 | 10 | 246 | 310 | 343 | 652 | 96 | 310 | 24 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2025 | 26 | MLB MLE | Texas Rangers | — | 43 | 40 | 8 | 3 | 0 | 1 | 3 | 13 | 0 | 1 | 1 | 200 | 256 | 350 | 606 | 150 | 269 | 30 | 7 | 270 | 69 | -2 | -0 | +0 | -5 | +1 | -0.6 |
| 2025 | 26 | AAA MLE | Round Rock Express | — | 425 | 385 | 95 | 18 | 2 | 9 | 31 | 82 | 6 | 33 | 4 | 247 | 313 | 374 | 687 | 127 | 287 | 19 | 7 | 300 | 89 | — | — | — | — | — | — |
| 2026 | 27 | MLB MLE | San Diego Padres | — | 152 | 133 | 39 | 4 | 4 | 0 | 11 | 20 | 3 | 10 | 1 | 293 | 361 | 383 | 744 | 90 | 336 | 13 | 7 | 331 | 110 | +2 | +2 | +1 | -5 | +3 | 0.2 |
| 2026 | 27 | AAA MLE | El Paso Chihuahuas | — | 318 | 287 | 80 | 11 | 5 | 9 | 23 | 56 | 5 | 19 | 5 | 279 | 343 | 446 | 789 | 167 | 313 | 18 | 7 | 337 | 114 | — | — | — | — | — | — |
| 2019 | 20 | ROK MLE | AZL Athletics Green | — | 140 | 131 | 32 | 7 | 1 | 1 | 8 | 29 | 1 | 9 | 4 | 244 | 293 | 336 | 629 | 92 | 307 | 21 | 6 | 271 | 70 | — | — | — | — | — | — |
| 2019 | 20 | ROK RAW | AZL Athletics Green | — | 140 | 125 | 41 | 10 | 1 | 1 | 14 | 20 | 1 | 9 | 4 | 328 | 400 | 448 | 848 | 120 | 385 | 14 | 10 | 381 | 70 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | 2 teams | — | 466 | 420 | 114 | 16 | 3 | 17 | 31 | 98 | 8 | 25 | 2 | 271 | 333 | 445 | 779 | 174 | 311 | 21 | 7 | 336 | 113 | — | — | — | — | — | — |
| 2021 | 22 | A RAW | 2 teams | — | 466 | 404 | 132 | 21 | 3 | 20 | 47 | 73 | 8 | 25 | 2 | 327 | 407 | 542 | 949 | 215 | 352 | 16 | 10 | 411 | 113 | — | — | — | — | — | — |
| 2022 | 23 | AA MLE | Frisco RoughRiders | — | 382 | 343 | 75 | 13 | 2 | 15 | 30 | 89 | 5 | 19 | 5 | 219 | 291 | 399 | 690 | 181 | 247 | 23 | 8 | 300 | 89 | — | — | — | — | — | — |
| 2022 | 23 | AA RAW | Frisco RoughRiders | — | 382 | 331 | 85 | 16 | 2 | 17 | 42 | 74 | 5 | 19 | 5 | 257 | 349 | 471 | 821 | 215 | 279 | 19 | 11 | 360 | 89 | — | — | — | — | — | — |
| 2023 | 24 | AAA MLE | 2 teams | — | 566 | 496 | 109 | 22 | 7 | 11 | 59 | 157 | 8 | 41 | 5 | 220 | 313 | 359 | 671 | 139 | 296 | 28 | 10 | 294 | 85 | — | — | — | — | — | — |
| 2023 | 24 | AAA RAW | 2 teams | — | 566 | 471 | 122 | 25 | 7 | 14 | 84 | 128 | 8 | 41 | 5 | 259 | 380 | 431 | 811 | 172 | 325 | 23 | 15 | 364 | 85 | — | — | — | — | — | — |
| 2024 | 25 | AAA MLE | Round Rock Express | — | 564 | 508 | 125 | 19 | 3 | 8 | 39 | 138 | 8 | 35 | 10 | 246 | 310 | 343 | 652 | 96 | 317 | 24 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2024 | 25 | AAA RAW | Round Rock Express | — | 564 | 486 | 132 | 22 | 3 | 10 | 61 | 123 | 8 | 35 | 10 | 272 | 362 | 391 | 753 | 119 | 339 | 22 | 11 | 337 | 83 | — | — | — | — | — | — |
| 2025 | 26 | AAA MLE | 2 teams | — | 468 | 425 | 103 | 21 | 2 | 10 | 34 | 95 | 6 | 34 | 5 | 242 | 308 | 372 | 679 | 129 | 290 | 20 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2025 | 26 | AAA RAW | 2 teams | — | 468 | 412 | 114 | 22 | 2 | 12 | 47 | 87 | 6 | 34 | 5 | 277 | 359 | 427 | 786 | 150 | 325 | 19 | 10 | 351 | 87 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | 2 teams | — | 470 | 420 | 120 | 16 | 9 | 9 | 34 | 76 | 8 | 29 | 6 | 286 | 351 | 431 | 782 | 145 | 326 | 16 | 7 | 335 | 113 | — | — | — | — | — | — |
| 2026 | 27 | AAA RAW | 2 teams | — | 470 | 410 | 130 | 18 | 9 | 12 | 44 | 67 | 8 | 29 | 6 | 317 | 394 | 493 | 887 | 176 | 351 | 14 | 9 | 386 | 113 | — | — | — | — | — | — |
| 2019 | 20 | ROK MLE | AZL Athletics Green | — | 140 | 130 | 32 | 7 | 1 | 1 | 8 | 29 | 1 | 9 | 4 | 246 | 293 | 338 | 631 | 92 | 303 | 21 | 6 | 271 | 70 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | 2 teams | — | 466 | 424 | 114 | 16 | 3 | 17 | 31 | 98 | 8 | 25 | 2 | 269 | 333 | 441 | 774 | 172 | 304 | 21 | 7 | 336 | 113 | — | — | — | — | — | — |
| 2022 | 23 | AA MLE | Frisco RoughRiders | — | 382 | 344 | 75 | 13 | 2 | 15 | 30 | 89 | 5 | 19 | 5 | 218 | 291 | 398 | 689 | 180 | 242 | 23 | 8 | 300 | 89 | — | — | — | — | — | — |
| 2023 | 24 | AAA MLE | 2 teams | — | 566 | 494 | 109 | 22 | 7 | 11 | 59 | 157 | 8 | 41 | 5 | 221 | 313 | 360 | 673 | 140 | 288 | 28 | 10 | 294 | 85 | — | — | — | — | — | — |
| 2024 | 25 | AAA MLE | Round Rock Express | — | 564 | 512 | 125 | 19 | 3 | 8 | 39 | 138 | 8 | 35 | 10 | 244 | 310 | 340 | 650 | 96 | 310 | 24 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2025 | 26 | AAA MLE | 2 teams | — | 468 | 425 | 103 | 21 | 2 | 10 | 34 | 95 | 6 | 34 | 5 | 242 | 308 | 372 | 679 | 129 | 285 | 20 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | 2 teams | — | 470 | 425 | 120 | 16 | 9 | 9 | 34 | 76 | 8 | 29 | 6 | 282 | 351 | 426 | 777 | 144 | 321 | 16 | 7 | 335 | 113 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 25 | AAA MLE | Round Rock Express | — | 564 | 512 | 125 | 19 | 3 | 8 | 39 | 138 | 8 | 35 | 10 | 244 | 310 | 340 | 650 | 96 | 310 | 24 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2025 | 26 | AAA MLE | 2 teams | — | 468 | 425 | 103 | 21 | 2 | 10 | 34 | 95 | 6 | 34 | 5 | 242 | 308 | 372 | 679 | 129 | 285 | 20 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | 2 teams | — | 470 | 425 | 120 | 16 | 9 | 9 | 34 | 76 | 8 | 29 | 6 | 282 | 351 | 426 | 777 | 144 | 321 | 16 | 7 | 335 | 113 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB MLE | SD | 45% | 380 | 343 | 89 | 13 | 4 | 12 | 28 | 74 | 6 | 23 | 4 | 258 | 323 | 421 | 745 | 163 | 294 | 19 | 7 | 329 | 109 | +4 | +3 | +1 | -4 | +8 | 0.6 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB CTX | SD | 45% | 70 | 64 | 16 | 2 | 1 | 2 | 5 | 14 | 1 | 4 | 1 | 255 | 321 | 418 | 739 | 163 | 289 | 20 | 7 | 327 | 109 | +1 | +0 | +0 | -1 | +2 | 0.2 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 29 | MLB MLE | SD | 53% | 272 | 246 | 63 | 9 | 3 | 8 | 20 | 54 | 4 | 14 | 3 | 255 | 320 | 414 | 734 | 159 | 292 | 20 | 7 | 325 | 106 | +2 | +2 | -1 | -3 | +6 | 0.6 |
| 2029 | 30 | MLB MLE | SD | 58% | 272 | 246 | 61 | 9 | 2 | 8 | 20 | 55 | 4 | 12 | 2 | 251 | 316 | 405 | 722 | 154 | 290 | 20 | 7 | 320 | 103 | +1 | +2 | -1 | -3 | +6 | 0.4 |
| 2030 | 31 | MLB MLE | SD | 60% | 254 | 231 | 56 | 8 | 2 | 7 | 18 | 53 | 3 | 9 | 2 | 246 | 311 | 395 | 706 | 148 | 287 | 21 | 7 | 314 | 99 | -0 | +1 | -2 | -3 | +6 | 0.1 |
| 2028 | 29 | MLB CTX | SD | 53% | 144 | 130 | 32 | 4 | 1 | 5 | 11 | 29 | 2 | 8 | 1 | 252 | 318 | 410 | 728 | 159 | 288 | 20 | 8 | 323 | 106 | +1 | +1 | -0 | -2 | +3 | 0.4 |
| 2029 | 30 | MLB CTX | SD | 58% | 157 | 143 | 35 | 5 | 1 | 5 | 11 | 32 | 2 | 7 | 1 | 248 | 314 | 402 | 715 | 154 | 285 | 20 | 7 | 318 | 103 | +1 | +1 | -1 | -2 | +3 | 0.3 |
| 2030 | 31 | MLB CTX | SD | 60% | 154 | 140 | 35 | 5 | 1 | 5 | 11 | 32 | 2 | 5 | 1 | 243 | 309 | 391 | 700 | 148 | 282 | 21 | 7 | 311 | 99 | -0 | +1 | -1 | -2 | +3 | 0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 650 | 586 | 149 | 21 | 7 | 16 | 47 | 126 | 9 | 31 | 5 | 254 | 319 | 396 | 715 | 142 | 296 | 19 | 7 | 316 | 96 | +1 | +4 | -1 | -15 | +14 | 0.3 | |
| / 162G | — | A+C | — | 650 | 586 | 149 | 21 | 7 | 16 | 47 | 126 | 9 | 31 | 5 | 254 | 319 | 396 | 715 | 142 | 296 | 19 | 7 | 316 | 96 | +1 | +4 | -1 | -15 | +14 | 0.3 | |
| Career | — | MLE | — | 4009 | 3607 | 895 | 145 | 36 | 99 | 304 | 874 | 57 | 236 | 46 | 248 | 317 | 391 | 707 | 143 | 299 | 22 | 8 | 310 | 96 | +4 | +7 | -3 | -20 | +25 | 1.3 | |
| / 162G | — | MLE | — | 650 | 585 | 146 | 24 | 6 | 16 | 49 | 142 | 9 | 38 | 7 | 250 | 317 | 393 | 710 | 144 | 301 | 22 | 8 | 310 | 96 | +2 | +4 | -1 | -11 | +14 | 0.7 | |
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.
2026 AAAEl Paso Chihuahuas · 318 PAwOBA .407 → .337 (−70)K% 14.8% → 17.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.78% | ÷1.000 | ×1.200 | — | — | 17.74% |
| BB% (unintentional) /PA | 10.38% | ÷1.000 | ×0.690 | — | ×1.003 | 7.18% |
| HBP% /PA | 1.57% | — | ×0.940 | — | ×1.003 | 1.48% |
| Singles /BIP | 26.09% | ÷1.000 | ×0.930 | ×0.965 | ×1.003 | 23.48% |
| Doubles /BIP | 6.09% | ÷1.000 | ×0.830 | ×0.965 | ×1.003 | 4.89% |
| Triples /BIP | 2.17% | ÷1.000 | ×0.970 | ×0.965 | ×1.003 | 2.04% |
| Home runs /BIP | 5.22% | ÷1.000 | ×0.700 | — | ×1.003 | 3.66% |
Factors used: league row International League. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.965.
Result: wOBA .407 → .337; ISO .217 → .169; BABIP .359 → .313. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2025 AAARound Rock Express · 425 PAwOBA .350 → .300 (−50)K% 17.4% → 19.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.41% | ÷1.086 | ×1.200 | — | — | 19.25% |
| BB% (unintentional) /PA | 10.12% | ÷0.962 | ×0.690 | — | ×1.018 | 7.39% |
| HBP% /PA | 1.41% | — | ×0.940 | — | ×1.018 | 1.35% |
| Singles /BIP | 24.83% | ÷1.053 | ×0.930 | ×0.960 | ×1.018 | 21.43% |
| Doubles /BIP | 6.38% | ÷0.881 | ×0.830 | ×0.960 | ×1.018 | 5.87% |
| Triples /BIP | 0.67% | ÷0.921 | ×0.970 | ×0.960 | ×1.018 | 0.69% |
| Home runs /BIP | 3.69% | ÷0.913 | ×0.700 | — | ×1.018 | 2.88% |
Factors used: league row International League. Park (home-season share, regressed): HR 83, 1B 111, 2B 76, 3B 84, K 117, BB 92 — 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 ×0.960.
Result: wOBA .350 → .300; ISO .151 → .131; BABIP .330 → .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).
2024 AAARound Rock Express · 564 PAwOBA .330 → .291 (−39)K% 21.8% → 24.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.81% | ÷1.069 | ×1.200 | — | — | 24.48% |
| BB% (unintentional) /PA | 10.11% | ÷1.040 | ×0.690 | — | ×1.033 | 6.92% |
| HBP% /PA | 1.42% | — | ×0.940 | — | ×1.033 | 1.38% |
| Singles /BIP | 26.72% | ÷0.989 | ×0.930 | ×0.968 | ×1.033 | 25.13% |
| Doubles /BIP | 6.06% | ÷0.987 | ×0.830 | ×0.968 | ×1.033 | 5.10% |
| Triples /BIP | 0.83% | ÷1.150 | ×0.970 | ×0.968 | ×1.033 | 0.70% |
| Home runs /BIP | 2.75% | ÷0.928 | ×0.700 | — | ×1.033 | 2.15% |
Factors used: league row International League. Park (home-season share, regressed): HR 86, 1B 98, 2B 97, 3B 130, K 114, BB 108 — 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 ×0.968.
Result: wOBA .330 → .291; ISO .119 → .101; BABIP .339 → .310. 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 AAARound Rock Express · 288 PAwOBA .365 → .302 (−63)K% 21.9% → 27.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.88% | ÷0.964 | ×1.200 | — | — | 27.22% |
| BB% (unintentional) /PA | 13.54% | ÷0.991 | ×0.690 | — | ×1.048 | 9.88% |
| HBP% /PA | 1.39% | — | ×0.940 | — | ×1.048 | 1.37% |
| Singles /BIP | 24.02% | ÷0.993 | ×0.930 | ×0.955 | ×1.048 | 22.53% |
| Doubles /BIP | 6.15% | ÷1.044 | ×0.830 | ×0.955 | ×1.048 | 4.89% |
| Triples /BIP | 1.68% | ÷0.918 | ×0.970 | ×0.955 | ×1.048 | 1.77% |
| Home runs /BIP | 5.03% | ÷1.035 | ×0.700 | — | ×1.048 | 3.56% |
Factors used: league row International League. Park (home-season share, regressed): HR 107, 1B 99, 2B 109, 3B 84, K 93, BB 98 — 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 ×0.955.
Result: wOBA .365 → .302; ISO .182 → .140; BABIP .331 → .299. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2023 AAFrisco RoughRiders · 278 PAwOBA .344 → .286 (−59)K% 23.4% → 28.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.38% | ÷1.009 | ×1.220 | — | — | 28.27% |
| BB% (unintentional) /PA | 15.11% | ÷0.989 | ×0.700 | — | ×1.012 | 10.82% |
| HBP% /PA | 1.44% | — | ×0.870 | — | ×1.012 | 1.27% |
| Singles /BIP | 20.12% | ÷1.031 | ×0.920 | ×0.950 | ×1.012 | 17.26% |
| Doubles /BIP | 8.54% | ÷0.875 | ×0.840 | ×0.950 | ×1.012 | 7.88% |
| Triples /BIP | 2.44% | ÷1.074 | ×0.940 | ×0.950 | ×1.012 | 2.05% |
| Home runs /BIP | 3.05% | ÷0.974 | ×0.800 | — | ×1.012 | 2.53% |
Factors used: league row TL. Park (home-season share, regressed): HR 95, 1B 106, 2B 75, 3B 115, K 102, BB 98 — 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 .344 → .286; ISO .162 → .142; BABIP .319 → .277. 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 AAFrisco RoughRiders · 382 PAwOBA .354 → .300 (−54)K% 19.4% → 23.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.37% | ÷1.010 | ×1.220 | — | — | 23.41% |
| BB% (unintentional) /PA | 10.99% | ÷1.012 | ×0.700 | — | ×1.027 | 7.81% |
| HBP% /PA | 1.31% | — | ×0.870 | — | ×1.027 | 1.17% |
| Singles /BIP | 19.46% | ÷1.003 | ×0.920 | ×0.950 | ×1.027 | 17.41% |
| Doubles /BIP | 6.23% | ÷1.030 | ×0.840 | ×0.950 | ×1.027 | 4.96% |
| Triples /BIP | 0.78% | ÷0.900 | ×0.940 | ×0.950 | ×1.027 | 0.79% |
| Home runs /BIP | 6.61% | ÷0.915 | ×0.800 | — | ×1.027 | 5.94% |
Factors used: league row TL. Park (home-season share, regressed): HR 83, 1B 101, 2B 106, 3B 80, K 102, BB 102 — 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 ×0.950.
Result: wOBA .354 → .300; ISO .215 → .190; BABIP .279 → .242. 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 ADown East Wood Ducks · 306 PAwOBA .381 → .309 (−71)K% 15.7% → 21.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.69% | ÷1.017 | ×1.360 | — | — | 20.98% |
| BB% (unintentional) /PA | 10.78% | ÷1.050 | ×0.690 | — | — | 7.08% |
| HBP% /PA | 2.29% | — | ×0.780 | — | — | 1.78% |
| Singles /BIP | 25.59% | ÷1.020 | ×0.920 | ×0.966 | — | 22.29% |
| Doubles /BIP | 5.21% | ÷1.006 | ×0.830 | ×0.966 | — | 4.15% |
| Triples /BIP | 1.42% | ÷1.069 | ×0.910 | ×0.966 | — | 1.17% |
| Home runs /BIP | 4.74% | ÷0.996 | ×0.800 | — | — | 3.81% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 99, 1B 104, 2B 101, 3B 114, K 103, BB 110 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.966.
Result: wOBA .381 → .309; ISO .181 → .148; BABIP .329 → .279. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2021 A+Hickory Crawdads · 160 PAwOBA .453 → .387 (−67)K% 15.6% → 21.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.62% | ÷0.990 | ×1.350 | — | — | 21.30% |
| BB% (unintentional) /PA | 8.12% | ÷0.964 | ×0.710 | — | ×1.012 | 6.06% |
| HBP% /PA | 0.62% | — | ×0.810 | — | ×1.012 | 0.51% |
| Singles /BIP | 28.33% | ÷1.024 | ×0.910 | ×1.022 | ×1.012 | 26.03% |
| Doubles /BIP | 8.33% | ÷1.091 | ×0.830 | ×1.022 | ×1.012 | 6.56% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.820 | ×1.022 | ×1.012 | 0.00% |
| Home runs /BIP | 8.33% | ÷0.881 | ×0.830 | — | ×1.012 | 7.95% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 76, 1B 105, 2B 118, 3B 80, K 98, BB 93 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.022.
Result: wOBA .453 → .387; ISO .276 → .242; BABIP .396 → .351. 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).