Brett Harris
3B Sacramento River Cats| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 26 | AAAOAK | 317 | .281/.386/.419 | 8 | 6 | 99 | — | .260/.342/.363 |
| 2024 | 26 | MLBOakland Athle… | 123 | .146/.279/.262 | 3 | 0 | 63 | -0.3 | |
| 2025 | 27 | AAAOAK | 252 | .282/.375/.500 | 12 | 7 | 84 | — | .223/.298/.357 |
| 2025 | 27 | MLBOAK | 84 | .274/.354/.342 | 0 | 1 | 92 | 0.4 | |
| 2026 | 28 | AAASF | 319 | .288/.401/.449 | 8 | 5 | 99 | — | .254/.341/.379 |
| 2026 | 28 | MLBSF | 51 | .136/.240/.182 | 0 | 0 | 26 | -0.2 | |
| 2027PROJ45% MLB | 29 | MLBSF | 107 | .217/.302/.335 | 2 | 2 | 86 | 0.1 | |
| 2028PROJ53% MLB | 30 | MLBSF | 144 | .214/.298/.327 | 3 | 2 | 82 | 0.0 |
Tools · Recent Form · Splits · ContractCON 40 / 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) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ | Lansing Lugnuts | — | 94 | 81 | 18 | 3 | 0 | 3 | 8 | 20 | 4 | 3 | 1 | 222 | 323 | 370 | 693 | 148 | 259 | 21 | 9 | 314 | 60 | — | — | — | — | — | — |
| 2022 | 24 | AA | Midland RockHounds | — | 360 | 315 | 90 | 15 | 2 | 10 | 31 | 62 | 7 | 11 | 5 | 286 | 363 | 441 | 804 | 156 | 327 | 17 | 9 | 353 | 95 | — | — | — | — | — | — |
| 2022 | 24 | A+ | Lansing Lugnuts | — | 123 | 102 | 31 | 7 | 0 | 7 | 19 | 21 | 1 | 0 | 0 | 304 | 418 | 578 | 996 | 275 | 320 | 17 | 15 | 430 | 120 | — | — | — | — | — | — |
| 2023 | 25 | AAA | Las Vegas Aviators | — | 147 | 129 | 35 | 7 | 0 | 4 | 10 | 27 | 5 | 4 | 0 | 271 | 347 | 419 | 766 | 147 | 316 | 18 | 7 | 338 | 84 | — | — | — | — | — | — |
| 2023 | 25 | AA | Midland RockHounds | — | 314 | 258 | 73 | 16 | 3 | 5 | 40 | 42 | 12 | 6 | 1 | 283 | 403 | 426 | 830 | 143 | 318 | 13 | 13 | 372 | 101 | — | — | — | — | — | — |
| 2023 | 25 | INTL | Mesa Solar Sox | — | 69 | 52 | 10 | 1 | 0 | 0 | 15 | 16 | 2 | 6 | 1 | 192 | 391 | 212 | 603 | 19 | 278 | 23 | 22 | 310 | 96 | — | — | — | — | — | — |
| 2024 | 26 | MLB | Oakland Athletics | — | 123 | 103 | 15 | 3 | 0 | 3 | 17 | 25 | 2 | 0 | 3 | 146 | 279 | 262 | 541 | 117 | 158 | 20 | 14 | 257 | 63 | -5 | -1 | -0 | +2 | +3 | -0.3 |
| 2024 | 26 | AAA | Las Vegas Aviators | — | 317 | 270 | 76 | 9 | 2 | 8 | 41 | 62 | 5 | 6 | 3 | 281 | 386 | 419 | 805 | 137 | 338 | 20 | 13 | 364 | 99 | — | — | — | — | — | — |
| 2025 | 27 | MLB | Athletics | — | 84 | 73 | 20 | 5 | 0 | 0 | 7 | 21 | 2 | 1 | 0 | 274 | 354 | 342 | 696 | 68 | 377 | 25 | 8 | 314 | 92 | -1 | +0 | +2 | +1 | +2 | 0.4 |
| 2025 | 27 | AAA | Las Vegas Aviators | — | 252 | 216 | 61 | 11 | 0 | 12 | 28 | 38 | 4 | 7 | 1 | 282 | 375 | 500 | 875 | 218 | 288 | 15 | 11 | 381 | 84 | — | — | — | — | — | — |
| 2026 | 28 | MLB | San Francisco Giants | — | 51 | 44 | 6 | 2 | 0 | 0 | 3 | 16 | 3 | 0 | 0 | 136 | 240 | 182 | 422 | 45 | 214 | 31 | 6 | 206 | 26 | -4 | +0 | +0 | +1 | +1 | -0.2 |
| 2026 | 28 | AAA | Sacramento River Cats | — | 319 | 267 | 77 | 17 | 1 | 8 | 42 | 62 | 8 | 5 | 2 | 288 | 401 | 449 | 850 | 161 | 348 | 19 | 13 | 381 | 99 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 258 | 220 | 41 | 10 | 0 | 3 | 27 | 62 | 7 | 1 | 3 | 186 | 295 | 273 | 568 | 86 | 242 | 24 | 10 | 265 | 66 | -11 | -1 | +1 | +4 | +6 | -0.1 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ MLE | Lansing Lugnuts | — | 94 | 83 | 15 | 2 | 0 | 2 | 6 | 27 | 4 | 3 | 1 | 181 | 269 | 277 | 546 | 96 | 246 | 29 | 6 | 257 | 60 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Midland RockHounds | — | 360 | 323 | 82 | 13 | 2 | 10 | 23 | 76 | 7 | 11 | 5 | 254 | 317 | 399 | 717 | 146 | 292 | 21 | 6 | 309 | 95 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | Lansing Lugnuts | — | 123 | 108 | 27 | 6 | 0 | 6 | 13 | 26 | 1 | 0 | 0 | 250 | 336 | 472 | 808 | 222 | 269 | 21 | 11 | 345 | 120 | — | — | — | — | — | — |
| 2023 | 25 | AAA MLE | Las Vegas Aviators | — | 147 | 132 | 34 | 6 | 0 | 3 | 7 | 32 | 5 | 4 | 0 | 258 | 319 | 371 | 691 | 114 | 303 | 22 | 5 | 292 | 84 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Midland RockHounds | — | 314 | 271 | 69 | 14 | 3 | 4 | 27 | 52 | 12 | 6 | 1 | 255 | 348 | 373 | 721 | 118 | 289 | 17 | 9 | 317 | 101 | — | — | — | — | — | — |
| 2024 | 26 | MLB MLE | Oakland Athletics | — | 123 | 103 | 15 | 3 | 0 | 3 | 17 | 25 | 2 | 0 | 3 | 146 | 279 | 262 | 541 | 117 | 158 | 20 | 14 | 261 | 63 | -5 | -1 | -0 | +2 | +3 | -0.3 |
| 2024 | 26 | AAA MLE | Las Vegas Aviators | — | 317 | 281 | 73 | 7 | 2 | 6 | 30 | 73 | 5 | 6 | 3 | 260 | 342 | 363 | 705 | 103 | 331 | 23 | 9 | 314 | 99 | — | — | — | — | — | — |
| 2025 | 27 | MLB MLE | Athletics | — | 84 | 73 | 19 | 4 | 0 | 0 | 7 | 21 | 2 | 1 | 0 | 260 | 341 | 315 | 657 | 55 | 377 | 25 | 8 | 304 | 92 | -1 | +0 | +2 | +1 | +2 | 0.4 |
| 2025 | 27 | AAA MLE | Las Vegas Aviators | — | 252 | 224 | 50 | 9 | 0 | 7 | 20 | 44 | 4 | 7 | 1 | 223 | 298 | 357 | 656 | 134 | 240 | 17 | 8 | 293 | 84 | — | — | — | — | — | — |
| 2026 | 28 | MLB MLE | San Francisco Giants | — | 51 | 44 | 6 | 2 | 0 | 0 | 3 | 16 | 3 | 0 | 0 | 136 | 240 | 182 | 422 | 45 | 214 | 31 | 6 | 206 | 26 | -4 | +0 | +0 | +1 | +1 | -0.2 |
| 2026 | 28 | AAA MLE | Sacramento River Cats | — | 319 | 280 | 71 | 15 | 1 | 6 | 29 | 74 | 8 | 5 | 2 | 254 | 341 | 379 | 719 | 125 | 320 | 23 | 9 | 314 | 99 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Lansing Lugnuts | — | 94 | 83 | 15 | 2 | 0 | 2 | 6 | 27 | 4 | 3 | 1 | 181 | 269 | 277 | 546 | 96 | 241 | 29 | 6 | 257 | 60 | — | — | — | — | — | — |
| 2021 | 23 | A+ RAW | Lansing Lugnuts | — | 94 | 81 | 18 | 3 | 0 | 3 | 8 | 20 | 4 | 3 | 1 | 222 | 323 | 370 | 693 | 148 | 259 | 21 | 9 | 314 | 60 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | 2 teams | — | 483 | 431 | 109 | 19 | 2 | 16 | 36 | 102 | 8 | 11 | 5 | 253 | 322 | 418 | 740 | 165 | 294 | 21 | 7 | 318 | 101 | — | — | — | — | — | — |
| 2022 | 24 | AA RAW | 2 teams | — | 483 | 417 | 121 | 22 | 2 | 17 | 50 | 83 | 8 | 11 | 5 | 290 | 377 | 475 | 852 | 185 | 325 | 17 | 10 | 373 | 101 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | 3 teams | — | 530 | 465 | 117 | 23 | 3 | 8 | 39 | 97 | 19 | 16 | 2 | 252 | 335 | 366 | 700 | 114 | 300 | 18 | 7 | 309 | 95 | — | — | — | — | — | — |
| 2023 | 25 | AA RAW | 3 teams | — | 530 | 439 | 118 | 24 | 3 | 9 | 65 | 85 | 19 | 16 | 2 | 269 | 386 | 399 | 785 | 130 | 313 | 16 | 12 | 355 | 95 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | 2 teams | — | 440 | 384 | 89 | 10 | 2 | 9 | 47 | 98 | 7 | 6 | 6 | 232 | 326 | 339 | 665 | 107 | 287 | 22 | 11 | 299 | 89 | — | — | — | — | — | — |
| 2024 | 26 | AAA RAW | 2 teams | — | 440 | 373 | 91 | 12 | 2 | 11 | 58 | 87 | 7 | 6 | 6 | 244 | 356 | 375 | 731 | 131 | 289 | 20 | 13 | 334 | 89 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | 2 teams | — | 336 | 297 | 70 | 14 | 0 | 7 | 27 | 65 | 6 | 8 | 1 | 236 | 312 | 354 | 666 | 118 | 274 | 19 | 8 | 296 | 86 | — | — | — | — | — | — |
| 2025 | 27 | AAA RAW | 2 teams | — | 336 | 289 | 81 | 16 | 0 | 12 | 35 | 59 | 6 | 8 | 1 | 280 | 370 | 460 | 830 | 180 | 309 | 18 | 10 | 364 | 86 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 370 | 324 | 77 | 17 | 1 | 6 | 32 | 90 | 11 | 5 | 2 | 238 | 327 | 352 | 679 | 114 | 310 | 24 | 9 | 299 | 89 | — | — | — | — | — | — |
| 2026 | 28 | AAA RAW | 2 teams | — | 370 | 311 | 83 | 19 | 1 | 8 | 45 | 78 | 11 | 5 | 2 | 267 | 379 | 412 | 790 | 145 | 332 | 21 | 12 | 357 | 89 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Lansing Lugnuts | — | 94 | 84 | 15 | 2 | 0 | 2 | 6 | 27 | 4 | 3 | 1 | 179 | 269 | 274 | 543 | 95 | 246 | 29 | 6 | 257 | 60 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | 2 teams | — | 483 | 436 | 109 | 19 | 2 | 16 | 36 | 102 | 8 | 11 | 5 | 250 | 322 | 413 | 735 | 163 | 286 | 21 | 7 | 318 | 101 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | 3 teams | — | 530 | 467 | 117 | 23 | 3 | 8 | 39 | 97 | 19 | 16 | 2 | 251 | 335 | 364 | 699 | 113 | 293 | 18 | 7 | 309 | 95 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | 2 teams | — | 440 | 383 | 89 | 10 | 2 | 9 | 47 | 98 | 7 | 6 | 6 | 232 | 326 | 339 | 666 | 107 | 283 | 22 | 11 | 299 | 89 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | 2 teams | — | 336 | 300 | 70 | 14 | 0 | 7 | 27 | 65 | 6 | 8 | 1 | 233 | 312 | 350 | 662 | 117 | 274 | 19 | 8 | 296 | 86 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 370 | 324 | 77 | 17 | 1 | 6 | 32 | 90 | 11 | 5 | 2 | 238 | 327 | 352 | 679 | 114 | 305 | 24 | 9 | 299 | 89 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | AAA MLE | 2 teams | — | 440 | 383 | 89 | 10 | 2 | 9 | 47 | 98 | 7 | 6 | 6 | 232 | 326 | 339 | 666 | 107 | 283 | 22 | 11 | 299 | 89 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | 2 teams | — | 336 | 300 | 70 | 14 | 0 | 7 | 27 | 65 | 6 | 8 | 1 | 233 | 312 | 350 | 662 | 117 | 274 | 19 | 8 | 296 | 86 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 370 | 324 | 77 | 17 | 1 | 6 | 32 | 90 | 11 | 5 | 2 | 238 | 327 | 352 | 679 | 114 | 305 | 24 | 9 | 299 | 89 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB MLE | SF | 45% | 380 | 336 | 74 | 14 | 1 | 8 | 34 | 85 | 7 | 6 | 2 | 221 | 306 | 344 | 650 | 123 | 268 | 22 | 9 | 295 | 86 | -6 | +0 | +1 | +1 | +8 | 0.4 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB CTX | SF | 45% | 107 | 95 | 20 | 4 | 0 | 2 | 9 | 24 | 2 | 2 | 0 | 217 | 302 | 335 | 637 | 118 | 264 | 22 | 8 | 290 | 86 | -2 | +0 | +0 | +0 | +2 | 0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 30 | MLB MLE | SF | 53% | 272 | 241 | 53 | 10 | 1 | 6 | 24 | 62 | 5 | 3 | 1 | 218 | 302 | 336 | 638 | 118 | 266 | 23 | 9 | 290 | 82 | -6 | +0 | -2 | +1 | +6 | -0.0 |
| 2028 | 30 | MLB CTX | SF | 53% | 144 | 127 | 27 | 5 | 0 | 3 | 13 | 33 | 3 | 2 | 0 | 214 | 298 | 327 | 625 | 113 | 262 | 23 | 9 | 285 | 82 | -3 | +0 | -1 | +1 | +3 | 0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 402 | 347 | 68 | 15 | 0 | 6 | 40 | 95 | 10 | 3 | 3 | 196 | 297 | 291 | 588 | 95 | 249 | 24 | 10 | 272 | 90 | -14 | -1 | +0 | +5 | +9 | -0.1 | |
| / 162G | — | A+C | — | 650 | 561 | 110 | 24 | 0 | 10 | 65 | 154 | 16 | 5 | 5 | 196 | 298 | 292 | 590 | 96 | 249 | 24 | 10 | 272 | 90 | -22 | -1 | +0 | +7 | +14 | -0.1 | |
| Career | — | MLE | — | 2763 | 2435 | 577 | 104 | 10 | 59 | 232 | 594 | 65 | 56 | 19 | 237 | 320 | 361 | 680 | 124 | 288 | 21 | 8 | 301 | 90 | -20 | -0 | -0 | +6 | +17 | 0.2 | |
| / 162G | — | MLE | — | 650 | 573 | 135 | 24 | 2 | 14 | 55 | 140 | 15 | 13 | 4 | 236 | 319 | 358 | 677 | 122 | 286 | 22 | 8 | 301 | 90 | -17 | -0 | -0 | +5 | +14 | 0.1 | |
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 AAASacramento River Cats · 319 PAwOBA .372 → .314 (−58)K% 19.4% → 23.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.44% | ÷1.000 | ×1.200 | — | — | 23.32% |
| BB% (unintentional) /PA | 13.17% | ÷1.000 | ×0.690 | — | ×0.992 | 9.01% |
| HBP% /PA | 2.51% | — | ×0.940 | — | ×0.992 | 2.34% |
| Singles /BIP | 24.88% | ÷1.000 | ×0.930 | ×1.033 | ×0.992 | 23.71% |
| Doubles /BIP | 8.29% | ÷1.000 | ×0.830 | ×1.033 | ×0.992 | 7.05% |
| Triples /BIP | 0.49% | ÷1.000 | ×0.970 | ×1.033 | ×0.992 | 0.48% |
| Home runs /BIP | 3.90% | ÷1.000 | ×0.700 | — | ×0.992 | 2.71% |
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 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 ×1.033.
Result: wOBA .372 → .314; ISO .161 → .126; BABIP .348 → .320. 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 AAALas Vegas Aviators · 252 PAwOBA .377 → .293 (−83)K% 15.1% → 17.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.08% | ÷1.027 | ×1.200 | — | — | 17.63% |
| BB% (unintentional) /PA | 11.11% | ÷0.970 | ×0.690 | — | ×1.003 | 7.92% |
| HBP% /PA | 1.59% | — | ×0.940 | — | ×1.003 | 1.50% |
| Singles /BIP | 21.35% | ÷1.052 | ×0.930 | ×0.975 | ×1.003 | 18.46% |
| Doubles /BIP | 6.18% | ÷0.988 | ×0.830 | ×0.975 | ×1.003 | 5.08% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | ×0.975 | ×1.003 | 0.00% |
| Home runs /BIP | 6.74% | ÷1.183 | ×0.700 | — | ×1.003 | 4.00% |
Factors used: league row International League. Park (home-season share, regressed): HR 137, 1B 110, 2B 98, 3B 100, K 105, BB 94 — 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 ×0.975.
Result: wOBA .377 → .293; ISO .218 → .145; BABIP .288 → .240. 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 AAALas Vegas Aviators · 317 PAwOBA .356 → .314 (−42)K% 19.6% → 23.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.56% | ÷1.022 | ×1.200 | — | — | 22.97% |
| BB% (unintentional) /PA | 12.93% | ÷0.952 | ×0.690 | — | ×1.018 | 9.54% |
| HBP% /PA | 1.58% | — | ×0.940 | — | ×1.018 | 1.51% |
| Singles /BIP | 27.40% | ÷0.974 | ×0.930 | ×1.050 | ×1.018 | 27.97% |
| Doubles /BIP | 4.33% | ÷1.088 | ×0.830 | ×1.050 | ×1.018 | 3.53% |
| Triples /BIP | 0.96% | ÷1.150 | ×0.970 | ×1.050 | ×1.018 | 0.87% |
| Home runs /BIP | 3.85% | ÷1.001 | ×0.700 | — | ×1.018 | 2.74% |
Factors used: league row International League. Park (home-season share, regressed): HR 100, 1B 95, 2B 118, 3B 130, K 104, BB 90 — 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 ×1.050.
Result: wOBA .356 → .314; ISO .137 → .104; BABIP .338 → .331. 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 AAMidland RockHounds · 314 PAwOBA .367 → .317 (−49)K% 13.4% → 16.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.38% | ÷0.981 | ×1.220 | — | — | 16.63% |
| BB% (unintentional) /PA | 12.74% | ÷1.031 | ×0.700 | — | ×0.998 | 8.63% |
| HBP% /PA | 3.82% | — | ×0.870 | — | ×0.998 | 3.32% |
| Singles /BIP | 22.69% | ÷1.021 | ×0.920 | ×1.039 | ×0.998 | 21.20% |
| Doubles /BIP | 7.41% | ÷1.011 | ×0.840 | ×1.039 | ×0.998 | 6.38% |
| Triples /BIP | 1.39% | ÷1.150 | ×0.940 | ×1.039 | ×0.998 | 1.18% |
| Home runs /BIP | 2.31% | ÷0.957 | ×0.800 | — | ×0.998 | 1.93% |
Factors used: league row TL. Park (home-season share, regressed): HR 91, 1B 104, 2B 102, 3B 130, K 96, BB 106 — 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 ×1.039.
Result: wOBA .367 → .317; ISO .143 → .126; BABIP .318 → .289. 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 AAALas Vegas Aviators · 147 PAwOBA .329 → .292 (−37)K% 18.4% → 21.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.37% | ÷1.017 | ×1.200 | — | — | 21.66% |
| BB% (unintentional) /PA | 6.80% | ÷1.055 | ×0.690 | — | ×1.033 | 4.60% |
| HBP% /PA | 3.40% | — | ×0.940 | — | ×1.033 | 3.30% |
| Singles /BIP | 23.53% | ÷0.993 | ×0.930 | ×1.050 | ×1.033 | 23.90% |
| Doubles /BIP | 6.86% | ÷1.124 | ×0.830 | ×1.050 | ×1.033 | 5.50% |
| Triples /BIP | 0.00% | ÷1.133 | ×0.970 | ×1.050 | ×1.033 | 0.00% |
| Home runs /BIP | 3.92% | ÷0.996 | ×0.700 | — | ×1.033 | 2.85% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 99, 2B 125, 3B 127, K 103, BB 111 — 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 ×1.050.
Result: wOBA .329 → .292; ISO .147 → .113; BABIP .316 → .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).
2022 AAMidland RockHounds · 360 PAwOBA .346 → .309 (−37)K% 17.2% → 21.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.22% | ÷0.995 | ×1.220 | — | — | 21.11% |
| BB% (unintentional) /PA | 8.61% | ÷0.968 | ×0.700 | — | ×1.012 | 6.31% |
| HBP% /PA | 1.94% | — | ×0.870 | — | ×1.012 | 1.71% |
| Singles /BIP | 24.90% | ÷1.067 | ×0.920 | ×1.028 | ×1.012 | 22.32% |
| Doubles /BIP | 5.93% | ÷1.007 | ×0.840 | ×1.028 | ×1.012 | 5.14% |
| Triples /BIP | 0.79% | ÷0.931 | ×0.940 | ×1.028 | ×1.012 | 0.83% |
| Home runs /BIP | 3.95% | ÷0.793 | ×0.800 | — | ×1.012 | 4.04% |
Factors used: league row TL. Park (home-season share, regressed): HR 59, 1B 113, 2B 101, 3B 86, K 99, BB 94 — 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 ×1.028.
Result: wOBA .346 → .309; ISO .156 → .153; BABIP .327 → .292. 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 A+Lansing Lugnuts · 123 PAwOBA .422 → .345 (−78)K% 17.1% → 21.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.07% | ÷1.011 | ×1.270 | — | — | 21.46% |
| BB% (unintentional) /PA | 15.45% | ÷1.020 | ×0.710 | — | ×0.988 | 10.63% |
| HBP% /PA | 0.81% | — | ×0.790 | — | ×0.988 | 0.63% |
| Singles /BIP | 20.99% | ÷0.996 | ×0.920 | ×0.960 | ×0.988 | 18.39% |
| Doubles /BIP | 8.64% | ÷0.967 | ×0.810 | ×0.960 | ×0.988 | 6.87% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.850 | ×0.960 | ×0.988 | 0.00% |
| Home runs /BIP | 8.64% | ÷0.944 | ×0.800 | — | ×0.988 | 7.23% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 89, 1B 99, 2B 93, 3B 100, K 102, BB 104 — 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 ×0.960.
Result: wOBA .422 → .345; ISO .275 → .232; BABIP .320 → .269. 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+Lansing Lugnuts · 94 PAwOBA .305 → .257 (−48)K% 21.3% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.28% | ÷0.998 | ×1.350 | — | — | 28.78% |
| BB% (unintentional) /PA | 8.51% | ÷0.938 | ×0.710 | — | ×0.998 | 6.43% |
| HBP% /PA | 4.26% | — | ×0.810 | — | ×0.998 | 3.44% |
| Singles /BIP | 19.67% | ÷0.961 | ×0.910 | ×1.050 | ×0.998 | 19.51% |
| Doubles /BIP | 4.92% | ÷1.066 | ×0.830 | ×1.050 | ×0.998 | 4.01% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.820 | ×1.050 | ×0.998 | 0.00% |
| Home runs /BIP | 4.92% | ÷0.959 | ×0.830 | — | ×0.998 | 4.25% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 92, 1B 92, 2B 113, 3B 130, K 100, BB 88 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .305 → .257; ISO .148 → .119; BABIP .259 → .246. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .