Brandon Lockridge
LF Milwaukee Brewers| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 27 | AAASD | 402 | .306/.410/.397 | 2 | 46 | 88 | — | .263/.340/.330 |
| 2025 | 28 | AAAMIL | 162 | .316/.415/.441 | 2 | 11 | 118 | — | .301/.371/.399 |
| 2025 | 28 | MLBMIL | 148 | .231/.280/.299 | 0 | 10 | 62 | -0.2 | |
| 2026 | 29 | AAAMIL | 109 | .253/.333/.368 | 2 | 0 | 63 | — | .210/.269/.280 |
| 2026 | 29 | MLBMIL | 113 | .277/.348/.327 | 0 | 6 | 98 | 0.1 | |
| 2027PROJ | 30 | MLBMIL | 141 | .237/.307/.358 | 3 | 9 | 90 | 0.2 | |
| 2028PROJ65% MLB | 31 | MLBMIL | 103 | .232/.302/.347 | 2 | 5 | 85 | -0.1 |
Tools · Splits · ContractCON 60 / POW 40
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) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK | GCL Yankees West | — | 37 | 30 | 11 | 2 | 2 | 0 | 4 | 6 | 2 | 3 | 0 | 367 | 472 | 567 | 1.039 | 200 | 440 | 16 | 11 | 443 | 109 | — | — | — | — | — | — |
| 2019 | 22 | A | Charleston RiverDogs | — | 556 | 498 | 125 | 33 | 5 | 12 | 45 | 140 | 7 | 22 | 8 | 251 | 322 | 410 | 731 | 159 | 323 | 25 | 8 | 323 | 48 | — | — | — | — | — | — |
| 2021 | 24 | AA | Somerset Patriots | — | 191 | 174 | 57 | 10 | 0 | 10 | 13 | 58 | 3 | 13 | 1 | 328 | 384 | 557 | 942 | 230 | 439 | 30 | 7 | 411 | 118 | — | — | — | — | — | — |
| 2021 | 24 | A+ | Hudson Valley Renegades | — | 136 | 125 | 32 | 6 | 2 | 3 | 9 | 27 | 1 | 5 | 1 | 256 | 311 | 408 | 719 | 152 | 302 | 20 | 7 | 318 | 53 | — | — | — | — | — | — |
| 2022 | 25 | AA | Somerset Patriots | — | 464 | 418 | 96 | 18 | 1 | 14 | 36 | 125 | 7 | 18 | 4 | 230 | 302 | 378 | 680 | 148 | 291 | 27 | 8 | 304 | 54 | — | — | — | — | — | — |
| 2023 | 26 | AAA | Scranton/Wilkes-Barre RailRiders | — | 211 | 184 | 53 | 9 | 1 | 1 | 22 | 52 | 2 | 23 | 3 | 288 | 370 | 364 | 734 | 76 | 397 | 25 | 10 | 332 | 78 | — | — | — | — | — | — |
| 2023 | 26 | AA | Somerset Patriots | — | 114 | 96 | 30 | 7 | 3 | 2 | 14 | 22 | 1 | 17 | 2 | 312 | 405 | 510 | 916 | 198 | 373 | 19 | 12 | 393 | 120 | — | — | — | — | — | — |
| 2024 | 27 | AAA | El Paso Chihuahuas | — | 402 | 340 | 104 | 21 | 2 | 2 | 57 | 92 | 3 | 46 | 6 | 306 | 410 | 397 | 807 | 91 | 415 | 23 | 14 | 368 | 88 | — | — | — | — | — | — |
| 2025 | 28 | MLB | Milwaukee Brewers | — | 148 | 134 | 31 | 7 | 1 | 0 | 8 | 36 | 1 | 10 | 1 | 231 | 280 | 299 | 578 | 67 | 310 | 24 | 5 | 255 | 62 | -7 | +2 | +3 | -3 | +3 | -0.2 |
| 2025 | 28 | AAA | Nashville Sounds | — | 162 | 136 | 43 | 7 | 2 | 2 | 21 | 28 | 2 | 11 | 0 | 316 | 415 | 441 | 856 | 125 | 380 | 17 | 13 | 379 | 118 | — | — | — | — | — | — |
| 2026 | 29 | MLB | Milwaukee Brewers | — | 113 | 101 | 28 | 5 | 0 | 0 | 11 | 33 | 0 | 6 | 1 | 277 | 348 | 327 | 675 | 50 | 412 | 29 | 10 | 309 | 98 | -0 | +1 | -0 | -2 | +2 | 0.1 |
| 2026 | 29 | AAA | Nashville Sounds | — | 109 | 95 | 24 | 5 | 0 | 2 | 11 | 29 | 1 | 0 | 0 | 253 | 333 | 368 | 702 | 116 | 338 | 27 | 10 | 315 | 63 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 261 | 235 | 59 | 12 | 1 | 0 | 19 | 69 | 1 | 16 | 2 | 251 | 310 | 311 | 620 | 60 | 351 | 26 | 7 | 278 | 75 | -8 | +2 | +3 | -6 | +6 | -0.3 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK MLE | GCL Yankees West | — | 37 | 32 | 8 | 1 | 1 | 0 | 2 | 9 | 2 | 3 | 0 | 250 | 333 | 344 | 677 | 94 | 340 | 24 | 5 | 330 | 109 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Charleston RiverDogs | — | 556 | 515 | 98 | 25 | 4 | 10 | 28 | 193 | 7 | 22 | 8 | 190 | 242 | 313 | 554 | 122 | 269 | 35 | 5 | 239 | 48 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | Somerset Patriots | — | 191 | 178 | 52 | 10 | 0 | 7 | 9 | 69 | 3 | 13 | 1 | 292 | 337 | 466 | 803 | 174 | 428 | 36 | 5 | 343 | 118 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | Hudson Valley Renegades | — | 136 | 128 | 27 | 5 | 2 | 2 | 6 | 36 | 1 | 5 | 1 | 211 | 252 | 328 | 580 | 117 | 260 | 26 | 4 | 246 | 53 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Somerset Patriots | — | 464 | 428 | 85 | 15 | 1 | 10 | 26 | 153 | 7 | 18 | 4 | 199 | 256 | 308 | 564 | 110 | 276 | 33 | 6 | 248 | 54 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | Scranton/Wilkes-Barre RailRiders | — | 211 | 191 | 51 | 9 | 1 | 1 | 15 | 62 | 2 | 23 | 3 | 267 | 327 | 340 | 667 | 73 | 375 | 29 | 7 | 284 | 78 | — | — | — | — | — | — |
| 2023 | 26 | AA MLE | Somerset Patriots | — | 114 | 100 | 28 | 6 | 3 | 2 | 10 | 27 | 1 | 17 | 2 | 280 | 351 | 460 | 811 | 180 | 341 | 24 | 9 | 346 | 120 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | El Paso Chihuahuas | — | 402 | 358 | 94 | 17 | 2 | 1 | 39 | 115 | 3 | 46 | 6 | 263 | 340 | 330 | 670 | 67 | 379 | 29 | 10 | 299 | 88 | — | — | — | — | — | — |
| 2025 | 28 | MLB MLE | Milwaukee Brewers | — | 148 | 134 | 31 | 7 | 1 | 0 | 8 | 36 | 1 | 10 | 1 | 231 | 280 | 299 | 578 | 67 | 310 | 24 | 5 | 260 | 62 | -7 | +2 | +3 | -3 | +3 | -0.2 |
| 2025 | 28 | AAA MLE | Nashville Sounds | — | 162 | 143 | 43 | 7 | 2 | 1 | 14 | 33 | 2 | 11 | 0 | 301 | 371 | 399 | 770 | 98 | 368 | 20 | 9 | 342 | 118 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | Milwaukee Brewers | — | 113 | 101 | 28 | 5 | 0 | 0 | 11 | 33 | 0 | 6 | 1 | 277 | 348 | 327 | 675 | 50 | 412 | 29 | 10 | 314 | 98 | -0 | +1 | -0 | -2 | +2 | 0.1 |
| 2026 | 29 | AAA MLE | Nashville Sounds | — | 109 | 100 | 21 | 4 | 0 | 1 | 7 | 35 | 1 | 0 | 0 | 210 | 269 | 280 | 549 | 70 | 314 | 32 | 6 | 261 | 63 | — | — | — | — | — | — |
| 2018 | 21 | ROK MLE | GCL Yankees West | — | 37 | 32 | 8 | 1 | 1 | 0 | 2 | 9 | 2 | 3 | 0 | 250 | 333 | 344 | 677 | 94 | 333 | 24 | 5 | 330 | 109 | — | — | — | — | — | — |
| 2018 | 21 | ROK RAW | GCL Yankees West | — | 37 | 30 | 11 | 2 | 2 | 0 | 4 | 6 | 2 | 3 | 0 | 367 | 472 | 567 | 1.039 | 200 | 440 | 16 | 11 | 443 | 109 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Charleston RiverDogs | — | 556 | 515 | 98 | 25 | 4 | 10 | 28 | 193 | 7 | 22 | 8 | 190 | 242 | 313 | 554 | 122 | 278 | 35 | 5 | 239 | 48 | — | — | — | — | — | — |
| 2019 | 22 | A RAW | Charleston RiverDogs | — | 556 | 498 | 125 | 33 | 5 | 12 | 45 | 140 | 7 | 22 | 8 | 251 | 322 | 410 | 731 | 159 | 323 | 25 | 8 | 323 | 48 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | 2 teams | — | 327 | 306 | 78 | 14 | 2 | 9 | 15 | 106 | 4 | 18 | 2 | 255 | 298 | 402 | 700 | 147 | 358 | 32 | 5 | 303 | 91 | — | — | — | — | — | — |
| 2021 | 24 | AA RAW | 2 teams | — | 327 | 299 | 89 | 16 | 2 | 13 | 22 | 85 | 4 | 18 | 2 | 298 | 354 | 495 | 849 | 197 | 374 | 26 | 7 | 372 | 91 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Somerset Patriots | — | 464 | 428 | 85 | 15 | 1 | 10 | 26 | 153 | 7 | 18 | 4 | 199 | 256 | 308 | 564 | 110 | 280 | 33 | 6 | 248 | 54 | — | — | — | — | — | — |
| 2022 | 25 | AA RAW | Somerset Patriots | — | 464 | 418 | 96 | 18 | 1 | 14 | 36 | 125 | 7 | 18 | 4 | 230 | 302 | 378 | 680 | 148 | 291 | 27 | 8 | 304 | 54 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | 2 teams | — | 325 | 292 | 78 | 15 | 4 | 2 | 24 | 89 | 3 | 40 | 5 | 267 | 329 | 366 | 696 | 99 | 373 | 27 | 7 | 306 | 93 | — | — | — | — | — | — |
| 2023 | 26 | AAA RAW | 2 teams | — | 325 | 280 | 83 | 16 | 4 | 3 | 36 | 74 | 3 | 40 | 5 | 296 | 382 | 414 | 797 | 118 | 388 | 23 | 11 | 353 | 93 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | El Paso Chihuahuas | — | 402 | 358 | 94 | 17 | 2 | 1 | 39 | 115 | 3 | 46 | 6 | 263 | 340 | 330 | 670 | 67 | 384 | 29 | 10 | 299 | 88 | — | — | — | — | — | — |
| 2024 | 27 | AAA RAW | El Paso Chihuahuas | — | 402 | 340 | 104 | 21 | 2 | 2 | 57 | 92 | 3 | 46 | 6 | 306 | 410 | 397 | 807 | 91 | 415 | 23 | 14 | 368 | 88 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 310 | 277 | 74 | 14 | 3 | 1 | 22 | 69 | 3 | 21 | 1 | 267 | 328 | 350 | 678 | 83 | 346 | 22 | 7 | 303 | 91 | — | — | — | — | — | — |
| 2025 | 28 | AAA RAW | 2 teams | — | 310 | 270 | 74 | 14 | 3 | 2 | 29 | 64 | 3 | 21 | 1 | 274 | 351 | 370 | 721 | 96 | 346 | 21 | 9 | 320 | 91 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | 2 teams | — | 222 | 201 | 50 | 10 | 0 | 1 | 18 | 68 | 1 | 6 | 1 | 249 | 314 | 313 | 627 | 65 | 368 | 31 | 8 | 288 | 81 | -5 | +1 | -0 | -2 | +5 | -0.2 |
| 2026 | 29 | MLB RAW | 2 teams | — | 222 | 196 | 52 | 10 | 0 | 2 | 22 | 62 | 1 | 6 | 1 | 265 | 341 | 347 | 688 | 82 | 376 | 28 | 10 | 312 | 81 | -5 | +1 | -0 | -2 | +5 | -0.2 |
| 2018 | 21 | ROK MLE | GCL Yankees West | — | 37 | 33 | 8 | 1 | 1 | 0 | 2 | 9 | 2 | 3 | 0 | 242 | 333 | 333 | 667 | 91 | 340 | 24 | 5 | 330 | 109 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Charleston RiverDogs | — | 556 | 516 | 98 | 25 | 4 | 10 | 28 | 193 | 7 | 22 | 8 | 190 | 242 | 312 | 554 | 122 | 269 | 35 | 5 | 239 | 48 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | 2 teams | — | 327 | 305 | 78 | 14 | 2 | 9 | 15 | 106 | 4 | 18 | 2 | 256 | 298 | 403 | 702 | 148 | 358 | 32 | 5 | 303 | 91 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Somerset Patriots | — | 464 | 428 | 85 | 15 | 1 | 10 | 26 | 153 | 7 | 18 | 4 | 199 | 256 | 308 | 564 | 110 | 276 | 33 | 6 | 248 | 54 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | 2 teams | — | 325 | 295 | 78 | 15 | 4 | 2 | 24 | 89 | 3 | 40 | 5 | 264 | 329 | 363 | 692 | 98 | 363 | 27 | 7 | 306 | 93 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | El Paso Chihuahuas | — | 402 | 357 | 94 | 17 | 2 | 1 | 39 | 115 | 3 | 46 | 6 | 263 | 340 | 331 | 671 | 67 | 379 | 29 | 10 | 299 | 88 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 310 | 282 | 74 | 14 | 3 | 1 | 22 | 69 | 3 | 21 | 1 | 262 | 328 | 344 | 672 | 82 | 340 | 22 | 7 | 303 | 91 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | 2 teams | — | 222 | 201 | 50 | 10 | 0 | 1 | 18 | 68 | 1 | 6 | 1 | 249 | 314 | 313 | 627 | 65 | 364 | 31 | 8 | 288 | 81 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 27 | AAA MLE | El Paso Chihuahuas | — | 402 | 357 | 94 | 17 | 2 | 1 | 39 | 115 | 3 | 46 | 6 | 263 | 340 | 331 | 671 | 67 | 379 | 29 | 10 | 299 | 88 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 310 | 282 | 74 | 14 | 3 | 1 | 22 | 69 | 3 | 21 | 1 | 262 | 328 | 344 | 672 | 82 | 340 | 22 | 7 | 303 | 91 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | 2 teams | — | 222 | 201 | 50 | 10 | 0 | 1 | 18 | 68 | 1 | 6 | 1 | 249 | 314 | 313 | 627 | 65 | 364 | 31 | 8 | 288 | 81 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB MLE | MIL | 100% | 272 | 245 | 59 | 10 | 1 | 6 | 23 | 69 | 2 | 17 | 3 | 239 | 310 | 360 | 670 | 120 | 307 | 25 | 8 | 301 | 90 | -3 | +2 | +1 | -3 | +6 | 0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB CTX | MIL | 100% | 141 | 127 | 30 | 5 | 1 | 3 | 12 | 36 | 1 | 9 | 1 | 237 | 307 | 358 | 665 | 121 | 303 | 26 | 9 | 299 | 90 | -2 | +1 | +1 | -2 | +3 | 0.2 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 31 | MLB MLE | MIL | 65% | 159 | 144 | 34 | 6 | 1 | 3 | 13 | 41 | 1 | 8 | 1 | 235 | 305 | 349 | 654 | 114 | 304 | 26 | 8 | 295 | 85 | -3 | +1 | -2 | -2 | +3 | -0.2 |
| 2028 | 31 | MLB CTX | MIL | 65% | 103 | 92 | 21 | 3 | 0 | 2 | 9 | 26 | 1 | 5 | 1 | 232 | 302 | 347 | 649 | 115 | 299 | 25 | 9 | 293 | 85 | -2 | +1 | -1 | -1 | +2 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 364 | 327 | 80 | 15 | 1 | 2 | 28 | 95 | 2 | 21 | 3 | 245 | 308 | 315 | 623 | 70 | 335 | 26 | 8 | 282 | 76 | -10 | +3 | +2 | -7 | +8 | -0.4 | |
| / 162G | — | A+C | — | 650 | 584 | 144 | 27 | 2 | 4 | 50 | 170 | 4 | 38 | 5 | 247 | 310 | 320 | 631 | 74 | 337 | 26 | 8 | 282 | 76 | -17 | +5 | +3 | -12 | +14 | -0.7 | |
| Career | — | MLE | — | 2943 | 2680 | 630 | 122 | 19 | 40 | 199 | 879 | 32 | 191 | 29 | 235 | 296 | 340 | 635 | 104 | 331 | 30 | 7 | 281 | 76 | -12 | +5 | +2 | -9 | +12 | -0.2 | |
| / 162G | — | MLE | — | 650 | 592 | 139 | 27 | 4 | 9 | 44 | 194 | 7 | 42 | 6 | 235 | 295 | 340 | 635 | 105 | 331 | 30 | 7 | 281 | 76 | -14 | +6 | +2 | -10 | +14 | -0.3 | |
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 AAANashville Sounds · 109 PAwOBA .310 → .261 (−49)K% 26.6% → 31.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.61% | ÷1.000 | ×1.200 | — | — | 31.93% |
| BB% (unintentional) /PA | 10.09% | ÷1.000 | ×0.690 | — | ×0.982 | 6.84% |
| HBP% /PA | 0.92% | — | ×0.940 | — | ×0.982 | 0.85% |
| Singles /BIP | 25.76% | ÷1.000 | ×0.930 | ×1.050 | ×0.982 | 24.70% |
| Doubles /BIP | 7.58% | ÷1.000 | ×0.830 | ×1.050 | ×0.982 | 6.48% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | ×1.050 | ×0.982 | 0.00% |
| Home runs /BIP | 3.03% | ÷1.000 | ×0.700 | — | ×0.982 | 2.08% |
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 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 ×1.050.
Result: wOBA .310 → .261; ISO .116 → .088; BABIP .338 → .314. 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 AAANashville Sounds · 162 PAwOBA .373 → .342 (−31)K% 17.3% → 20.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.28% | ÷1.010 | ×1.200 | — | — | 20.53% |
| BB% (unintentional) /PA | 12.35% | ÷1.000 | ×0.690 | — | ×0.992 | 8.45% |
| HBP% /PA | 1.23% | — | ×0.940 | — | ×0.992 | 1.15% |
| Singles /BIP | 29.63% | ÷0.983 | ×0.930 | ×1.050 | ×0.992 | 29.21% |
| Doubles /BIP | 6.48% | ÷0.973 | ×0.830 | ×1.050 | ×0.992 | 5.76% |
| Triples /BIP | 1.85% | ÷0.900 | ×0.970 | ×1.050 | ×0.992 | 2.08% |
| Home runs /BIP | 1.85% | ÷1.111 | ×0.700 | — | ×0.992 | 1.16% |
Factors used: league row International League. Park (home-season share, regressed): HR 122, 1B 97, 2B 95, 3B 80, K 102, BB 100 — 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 ×1.050.
Result: wOBA .373 → .342; ISO .125 → .111; BABIP .380 → .368. 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 AAAEl Paso Chihuahuas · 402 PAwOBA .359 → .299 (−60)K% 22.9% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.89% | ÷0.961 | ×1.200 | — | — | 28.59% |
| BB% (unintentional) /PA | 14.18% | ÷1.026 | ×0.690 | — | ×1.003 | 9.56% |
| HBP% /PA | 0.75% | — | ×0.940 | — | ×1.003 | 0.70% |
| Singles /BIP | 31.85% | ÷1.025 | ×0.930 | ×1.032 | ×1.003 | 29.93% |
| Doubles /BIP | 8.47% | ÷1.053 | ×0.830 | ×1.032 | ×1.003 | 6.91% |
| Triples /BIP | 0.81% | ÷0.996 | ×0.970 | ×1.032 | ×1.003 | 0.81% |
| Home runs /BIP | 0.81% | ÷1.078 | ×0.700 | — | ×1.003 | 0.53% |
Factors used: league row International League. Park (home-season share, regressed): HR 116, 1B 105, 2B 111, 3B 99, K 92, BB 105 — 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 ×1.032.
Result: wOBA .359 → .299; ISO .091 → .073; BABIP .415 → .379. 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 AAAScranton/Wilkes-Barre RailRiders · 211 PAwOBA .324 → .284 (−40)K% 24.6% → 29.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.64% | ÷0.998 | ×1.200 | — | — | 29.64% |
| BB% (unintentional) /PA | 10.43% | ÷1.059 | ×0.690 | — | ×1.018 | 6.91% |
| HBP% /PA | 0.95% | — | ×0.940 | — | ×1.018 | 0.91% |
| Singles /BIP | 31.82% | ÷1.029 | ×0.930 | ×1.026 | ×1.018 | 30.02% |
| Doubles /BIP | 6.82% | ÷0.903 | ×0.830 | ×1.026 | ×1.018 | 6.55% |
| Triples /BIP | 0.76% | ÷1.048 | ×0.970 | ×1.026 | ×1.018 | 0.73% |
| Home runs /BIP | 0.76% | ÷1.017 | ×0.700 | — | ×1.018 | 0.53% |
Factors used: league row International League. Park (home-season share, regressed): HR 103, 1B 106, 2B 81, 3B 110, K 100, BB 112 — 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 ×1.026.
Result: wOBA .324 → .284; ISO .076 → .069; BABIP .397 → .375. 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 AASomerset Patriots · 114 PAwOBA .393 → .346 (−48)K% 19.3% → 23.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.30% | ÷1.006 | ×1.220 | — | — | 23.40% |
| BB% (unintentional) /PA | 12.28% | ÷0.973 | ×0.700 | — | ×0.988 | 8.73% |
| HBP% /PA | 0.88% | — | ×0.850 | — | ×0.988 | 0.74% |
| Singles /BIP | 24.32% | ÷0.987 | ×0.970 | ×0.960 | ×0.988 | 22.66% |
| Doubles /BIP | 9.46% | ÷0.958 | ×0.860 | ×0.960 | ×0.988 | 8.06% |
| Triples /BIP | 4.05% | ÷0.900 | ×0.950 | ×0.960 | ×0.988 | 4.06% |
| Home runs /BIP | 2.70% | ÷1.033 | ×0.780 | — | ×0.988 | 2.02% |
Factors used: league row EL. Park (home-season share, regressed): HR 107, 1B 97, 2B 92, 3B 80, K 101, BB 95 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.960.
Result: wOBA .393 → .346; ISO .198 → .177; BABIP .373 → .341. 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 AASomerset Patriots · 464 PAwOBA .298 → .248 (−50)K% 26.9% → 32.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.94% | ÷0.998 | ×1.220 | — | — | 32.95% |
| BB% (unintentional) /PA | 7.76% | ÷0.985 | ×0.700 | — | ×0.998 | 5.51% |
| HBP% /PA | 1.51% | — | ×0.850 | — | ×0.998 | 1.28% |
| Singles /BIP | 21.50% | ÷0.983 | ×0.970 | ×1.000 | ×0.998 | 21.16% |
| Doubles /BIP | 6.14% | ÷0.972 | ×0.860 | ×1.000 | ×0.998 | 5.42% |
| Triples /BIP | 0.34% | ÷0.969 | ×0.950 | ×1.000 | ×0.998 | 0.33% |
| Home runs /BIP | 4.78% | ÷1.032 | ×0.780 | — | ×0.998 | 3.61% |
Factors used: league row EL. Park (home-season share, regressed): HR 106, 1B 97, 2B 94, 3B 94, K 100, BB 97 — 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 ×1.000.
Result: wOBA .298 → .248; ISO .148 → .113; BABIP .291 → .276. 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 AASomerset Patriots · 191 PAwOBA .401 → .343 (−58)K% 30.4% → 36.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.37% | ÷1.024 | ×1.220 | — | — | 36.19% |
| BB% (unintentional) /PA | 6.81% | ÷1.036 | ×0.690 | — | ×1.012 | 4.59% |
| HBP% /PA | 1.57% | — | ×0.850 | — | ×1.012 | 1.35% |
| Singles /BIP | 31.90% | ÷1.008 | ×0.940 | ×1.050 | ×1.012 | 31.61% |
| Doubles /BIP | 8.62% | ÷0.905 | ×0.870 | ×1.050 | ×1.012 | 8.81% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.920 | ×1.050 | ×1.012 | 0.00% |
| Home runs /BIP | 8.62% | ÷1.053 | ×0.780 | — | ×1.012 | 6.46% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 111, 1B 102, 2B 81, 3B 80, K 105, BB 107 — 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 ×1.050.
Result: wOBA .401 → .343; ISO .230 → .179; BABIP .439 → .428. 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+Hudson Valley Renegades · 136 PAwOBA .311 → .246 (−66)K% 19.9% → 26.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.85% | ÷1.000 | ×1.350 | — | — | 26.80% |
| BB% (unintentional) /PA | 6.62% | ÷1.000 | ×0.710 | — | ×0.988 | 4.64% |
| HBP% /PA | 0.74% | — | ×0.810 | — | ×0.988 | 0.59% |
| Singles /BIP | 21.43% | ÷1.000 | ×0.910 | ×0.989 | ×0.988 | 19.05% |
| Doubles /BIP | 6.12% | ÷1.000 | ×0.830 | ×0.989 | ×0.988 | 4.96% |
| Triples /BIP | 2.04% | ÷1.000 | ×0.820 | ×0.989 | ×0.988 | 1.63% |
| Home runs /BIP | 3.06% | ÷1.000 | ×0.830 | — | ×0.988 | 2.51% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 24 vs a level average of 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 ×0.989.
Result: wOBA .311 → .246; ISO .152 → .117; BABIP .302 → .260. 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).