Tyler Black
3B Nashville Sounds| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 24 | AAAMIL | 462 | .258/.376/.429 | 14 | 20 | 96 | — | .235/.326/.365 |
| 2024 | 24 | MLBMIL | 57 | .204/.316/.245 | 0 | 3 | 72 | -0.9 | |
| 2025 | 25 | AAA/ROKMIL | 307 | .261/.389/.391 | 5 | 22 | 81 | — | .224/.320/.328 |
| 2026 | 26 | AAAMIL | 430 | .246/.372/.387 | 7 | 23 | 78 | — | .212/.308/.322 |
| 2026 | 26 | MLBMIL | 28 | .333/.357/.481 | 0 | 0 | 146 | 0.4 | |
| 2027PROJ45% MLB | 27 | MLBMIL | 70 | .216/.309/.323 | 1 | 3 | 84 | 0.0 | |
| 2028PROJ47% MLB | 28 | MLBMIL | 133 | .215/.307/.323 | 2 | 5 | 83 | 0.0 | |
| 2029PROJ46% MLB | 29 | MLBMIL | 132 | .214/.305/.320 | 2 | 4 | 81 | -0.1 |
Tools · Contract
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 | 21 | A | Carolina Mudcats | — | 103 | 81 | 18 | 4 | 0 | 0 | 20 | 29 | 2 | 3 | 2 | 222 | 388 | 272 | 660 | 49 | 346 | 28 | 19 | 323 | 53 | — | — | — | — | — | — |
| 2022 | 22 | A+ | Wisconsin Timber Rattlers | — | 283 | 231 | 65 | 13 | 4 | 4 | 45 | 44 | 5 | 13 | 6 | 281 | 409 | 424 | 833 | 143 | 330 | 16 | 16 | 376 | 97 | — | — | — | — | — | — |
| 2022 | 22 | INTL | Glendale Desert Dogs | — | 76 | 61 | 17 | 3 | 0 | 1 | 10 | 18 | 4 | 4 | 1 | 279 | 413 | 377 | 790 | 98 | 381 | 24 | 13 | 363 | 132 | — | — | — | — | — | — |
| 2023 | 23 | AAA | Nashville Sounds | — | 173 | 142 | 44 | 9 | 4 | 4 | 27 | 23 | 3 | 8 | 3 | 310 | 430 | 514 | 944 | 204 | 345 | 13 | 16 | 415 | 145 | — | — | — | — | — | — |
| 2023 | 23 | AA | Biloxi Shuckers | — | 385 | 308 | 84 | 16 | 8 | 14 | 61 | 77 | 13 | 47 | 9 | 273 | 413 | 513 | 926 | 240 | 320 | 20 | 16 | 406 | 117 | — | — | — | — | — | — |
| 2024 | 24 | MLB | Milwaukee Brewers | — | 57 | 49 | 10 | 2 | 0 | 0 | 7 | 17 | 1 | 3 | 0 | 204 | 316 | 245 | 561 | 41 | 312 | 30 | 12 | 271 | 72 | -2 | +1 | +0 | -9 | +1 | -0.9 |
| 2024 | 24 | AAA | Nashville Sounds | — | 462 | 387 | 100 | 14 | 5 | 14 | 61 | 87 | 12 | 20 | 3 | 258 | 376 | 429 | 805 | 171 | 299 | 19 | 13 | 362 | 96 | — | — | — | — | — | — |
| 2025 | 25 | AAA | Nashville Sounds | — | 268 | 222 | 54 | 10 | 2 | 4 | 43 | 71 | 2 | 22 | 3 | 243 | 371 | 360 | 731 | 117 | 338 | 26 | 16 | 337 | 76 | — | — | — | — | — | — |
| 2025 | 25 | ROK | ACL Brewers | — | 39 | 31 | 12 | 2 | 1 | 1 | 8 | 3 | 0 | 0 | 1 | 387 | 513 | 613 | 1.126 | 226 | 407 | 8 | 21 | 489 | 116 | — | — | — | — | — | — |
| 2026 | 26 | MLB | Milwaukee Brewers | — | 28 | 27 | 9 | 4 | 0 | 0 | 1 | 7 | 0 | 0 | 0 | 333 | 357 | 481 | 839 | 148 | 450 | 25 | 4 | 370 | 146 | +2 | +0 | +0 | +2 | +1 | 0.4 |
| 2026 | 26 | AAA | Nashville Sounds | — | 430 | 354 | 87 | 19 | 5 | 7 | 64 | 95 | 7 | 23 | 4 | 246 | 372 | 387 | 759 | 141 | 312 | 22 | 15 | 343 | 78 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 85 | 76 | 19 | 6 | 0 | 0 | 8 | 24 | 1 | 3 | 0 | 250 | 329 | 329 | 658 | 79 | 365 | 28 | 9 | 303 | 91 | -1 | +1 | +0 | -8 | +2 | -0.6 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 21 | A MLE | Carolina Mudcats | — | 103 | 87 | 16 | 3 | 0 | 0 | 14 | 40 | 2 | 3 | 2 | 184 | 311 | 218 | 529 | 34 | 323 | 39 | 14 | 246 | 53 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Wisconsin Timber Rattlers | — | 283 | 242 | 57 | 10 | 4 | 4 | 34 | 57 | 5 | 13 | 6 | 236 | 342 | 360 | 701 | 124 | 288 | 20 | 12 | 312 | 97 | — | — | — | — | — | — |
| 2023 | 23 | AAA MLE | Nashville Sounds | — | 173 | 149 | 45 | 8 | 5 | 3 | 20 | 28 | 3 | 8 | 3 | 302 | 395 | 483 | 879 | 181 | 353 | 16 | 12 | 383 | 145 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | Biloxi Shuckers | — | 385 | 329 | 79 | 17 | 8 | 11 | 41 | 102 | 13 | 47 | 9 | 240 | 347 | 441 | 788 | 201 | 305 | 26 | 11 | 341 | 117 | — | — | — | — | — | — |
| 2024 | 24 | MLB MLE | Milwaukee Brewers | — | 57 | 49 | 10 | 2 | 0 | 0 | 7 | 17 | 1 | 3 | 0 | 204 | 316 | 245 | 561 | 41 | 312 | 30 | 12 | 274 | 72 | -2 | +1 | +0 | -9 | +1 | -0.9 |
| 2024 | 24 | AAA MLE | Nashville Sounds | — | 462 | 405 | 95 | 12 | 4 | 11 | 43 | 106 | 12 | 20 | 3 | 235 | 326 | 365 | 692 | 131 | 288 | 23 | 9 | 310 | 96 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | Nashville Sounds | — | 268 | 234 | 51 | 9 | 2 | 3 | 31 | 84 | 2 | 22 | 3 | 218 | 315 | 312 | 627 | 94 | 324 | 31 | 12 | 281 | 76 | — | — | — | — | — | — |
| 2025 | 25 | ROK MLE | ACL Brewers | — | 39 | 34 | 9 | 1 | 1 | 1 | 5 | 4 | 0 | 0 | 1 | 265 | 359 | 441 | 800 | 176 | 291 | 10 | 13 | 340 | 116 | — | — | — | — | — | — |
| 2026 | 26 | MLB MLE | Milwaukee Brewers | — | 28 | 27 | 9 | 4 | 0 | 0 | 1 | 7 | 0 | 0 | 0 | 333 | 357 | 481 | 839 | 148 | 450 | 25 | 4 | 383 | 146 | +2 | +0 | +0 | +2 | +1 | 0.4 |
| 2026 | 26 | AAA MLE | Nashville Sounds | — | 430 | 373 | 79 | 16 | 5 | 5 | 45 | 114 | 7 | 23 | 4 | 212 | 308 | 322 | 630 | 110 | 283 | 27 | 10 | 284 | 78 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Carolina Mudcats | — | 103 | 87 | 16 | 3 | 0 | 0 | 14 | 40 | 2 | 3 | 2 | 184 | 311 | 218 | 529 | 34 | 340 | 39 | 14 | 246 | 53 | — | — | — | — | — | — |
| 2021 | 21 | A RAW | Carolina Mudcats | — | 103 | 81 | 18 | 4 | 0 | 0 | 20 | 29 | 2 | 3 | 2 | 222 | 388 | 272 | 660 | 49 | 346 | 28 | 19 | 323 | 53 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 359 | 304 | 73 | 13 | 5 | 5 | 43 | 73 | 9 | 17 | 7 | 240 | 351 | 365 | 716 | 125 | 298 | 20 | 12 | 312 | 97 | — | — | — | — | — | — |
| 2022 | 22 | A+ RAW | 2 teams | — | 359 | 292 | 82 | 16 | 4 | 5 | 55 | 62 | 9 | 17 | 7 | 281 | 410 | 414 | 824 | 134 | 339 | 17 | 15 | 373 | 97 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | 2 teams | — | 558 | 478 | 125 | 26 | 13 | 14 | 61 | 130 | 16 | 55 | 12 | 262 | 364 | 458 | 822 | 197 | 329 | 23 | 11 | 354 | 126 | — | — | — | — | — | — |
| 2023 | 23 | AA RAW | 2 teams | — | 558 | 450 | 128 | 25 | 12 | 18 | 88 | 100 | 16 | 55 | 12 | 284 | 418 | 513 | 931 | 229 | 328 | 18 | 16 | 409 | 126 | — | — | — | — | — | — |
| 2024 | 24 | AAA MLE | 2 teams | — | 519 | 454 | 105 | 14 | 4 | 11 | 50 | 123 | 13 | 23 | 3 | 231 | 325 | 352 | 677 | 121 | 292 | 24 | 10 | 306 | 93 | — | — | — | — | — | — |
| 2024 | 24 | AAA RAW | 2 teams | — | 519 | 436 | 110 | 16 | 5 | 14 | 68 | 104 | 13 | 23 | 3 | 252 | 369 | 408 | 778 | 156 | 300 | 20 | 13 | 352 | 93 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 2 teams | — | 307 | 269 | 60 | 10 | 3 | 3 | 35 | 89 | 2 | 22 | 4 | 223 | 317 | 316 | 633 | 93 | 320 | 29 | 11 | 288 | 81 | — | — | — | — | — | — |
| 2025 | 25 | AAA RAW | 2 teams | — | 307 | 253 | 66 | 12 | 3 | 5 | 51 | 74 | 2 | 22 | 4 | 261 | 389 | 391 | 780 | 130 | 349 | 24 | 17 | 356 | 81 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 458 | 400 | 88 | 20 | 5 | 5 | 46 | 121 | 7 | 23 | 4 | 220 | 311 | 333 | 644 | 113 | 299 | 26 | 10 | 290 | 82 | — | — | — | — | — | — |
| 2026 | 26 | AAA RAW | 2 teams | — | 458 | 381 | 96 | 23 | 5 | 7 | 65 | 102 | 7 | 23 | 4 | 252 | 371 | 394 | 765 | 142 | 322 | 22 | 14 | 345 | 82 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Carolina Mudcats | — | 103 | 86 | 16 | 3 | 0 | 0 | 14 | 40 | 2 | 3 | 2 | 186 | 311 | 221 | 532 | 35 | 323 | 39 | 14 | 246 | 53 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 359 | 304 | 73 | 13 | 5 | 5 | 43 | 73 | 9 | 17 | 7 | 240 | 351 | 365 | 716 | 125 | 288 | 20 | 12 | 312 | 97 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | 2 teams | — | 558 | 476 | 125 | 26 | 13 | 14 | 61 | 130 | 16 | 55 | 12 | 263 | 364 | 460 | 824 | 197 | 320 | 23 | 11 | 354 | 126 | — | — | — | — | — | — |
| 2024 | 24 | AAA MLE | 2 teams | — | 519 | 451 | 105 | 14 | 4 | 11 | 50 | 123 | 13 | 23 | 3 | 233 | 325 | 355 | 680 | 122 | 291 | 24 | 10 | 306 | 93 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 2 teams | — | 307 | 267 | 60 | 10 | 3 | 3 | 35 | 89 | 2 | 22 | 4 | 225 | 317 | 318 | 635 | 94 | 320 | 29 | 11 | 288 | 81 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 458 | 402 | 88 | 20 | 5 | 5 | 46 | 121 | 7 | 23 | 4 | 219 | 311 | 331 | 642 | 112 | 293 | 26 | 10 | 290 | 82 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 24 | AAA MLE | 2 teams | — | 519 | 451 | 105 | 14 | 4 | 11 | 50 | 123 | 13 | 23 | 3 | 233 | 325 | 355 | 680 | 122 | 291 | 24 | 10 | 306 | 93 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 2 teams | — | 307 | 267 | 60 | 10 | 3 | 3 | 35 | 89 | 2 | 22 | 4 | 225 | 317 | 318 | 635 | 94 | 320 | 29 | 11 | 288 | 81 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 458 | 402 | 88 | 20 | 5 | 5 | 46 | 121 | 7 | 23 | 4 | 219 | 311 | 331 | 642 | 112 | 293 | 26 | 10 | 290 | 82 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB MLE | MIL | 45% | 380 | 332 | 72 | 14 | 3 | 5 | 39 | 100 | 6 | 17 | 4 | 218 | 311 | 327 | 638 | 109 | 293 | 26 | 10 | 292 | 84 | -7 | +2 | -2 | +1 | +8 | 0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB CTX | MIL | 45% | 70 | 62 | 13 | 2 | 1 | 1 | 7 | 18 | 1 | 3 | 1 | 216 | 309 | 323 | 632 | 108 | 288 | 26 | 10 | 289 | 84 | -1 | +0 | -0 | +0 | +2 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 28 | MLB MLE | MIL | 47% | 286 | 251 | 55 | 11 | 2 | 4 | 29 | 75 | 4 | 11 | 3 | 218 | 310 | 326 | 636 | 108 | 292 | 26 | 10 | 291 | 83 | -6 | +1 | -2 | +1 | +6 | 0.0 |
| 2029 | 29 | MLB MLE | MIL | 46% | 284 | 249 | 54 | 11 | 2 | 4 | 29 | 75 | 4 | 10 | 3 | 217 | 307 | 324 | 631 | 107 | 290 | 26 | 10 | 288 | 81 | -6 | +1 | -3 | +1 | +6 | -0.1 |
| 2030 | 30 | MLB MLE | MIL | 46% | 281 | 247 | 53 | 10 | 2 | 4 | 28 | 74 | 4 | 8 | 2 | 215 | 304 | 320 | 624 | 105 | 288 | 26 | 10 | 285 | 79 | -7 | +1 | -4 | +1 | +6 | -0.3 |
| 2028 | 28 | MLB CTX | MIL | 47% | 133 | 116 | 25 | 5 | 1 | 2 | 14 | 35 | 2 | 5 | 1 | 215 | 307 | 323 | 630 | 108 | 287 | 26 | 11 | 288 | 83 | -3 | +1 | -1 | +0 | +3 | 0.0 |
| 2029 | 29 | MLB CTX | MIL | 46% | 132 | 116 | 25 | 5 | 1 | 2 | 13 | 35 | 2 | 4 | 1 | 214 | 305 | 320 | 625 | 107 | 285 | 27 | 10 | 286 | 81 | -3 | +0 | -1 | +0 | +3 | -0.1 |
| 2030 | 30 | MLB CTX | MIL | 46% | 130 | 114 | 24 | 4 | 1 | 2 | 13 | 34 | 2 | 4 | 1 | 212 | 301 | 316 | 618 | 104 | 283 | 26 | 10 | 283 | 79 | -3 | +0 | -2 | +0 | +3 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 480 | 422 | 93 | 20 | 3 | 6 | 48 | 128 | 7 | 16 | 3 | 220 | 310 | 325 | 635 | 104 | 299 | 27 | 10 | 289 | 92 | -10 | +2 | -4 | -6 | +10 | -0.7 | |
| / 162G | — | A+C | — | 650 | 571 | 126 | 27 | 4 | 8 | 65 | 173 | 9 | 22 | 4 | 221 | 310 | 324 | 634 | 103 | 299 | 27 | 10 | 289 | 92 | -13 | +3 | -5 | -8 | +14 | -1.0 | |
| Career | — | MLE | — | 3310 | 2875 | 658 | 124 | 37 | 52 | 351 | 841 | 63 | 179 | 42 | 229 | 326 | 352 | 678 | 123 | 303 | 25 | 11 | 304 | 92 | -23 | +4 | -9 | -4 | +24 | -0.9 | |
| / 162G | — | MLE | — | 650 | 565 | 128 | 24 | 7 | 10 | 69 | 165 | 12 | 35 | 8 | 227 | 324 | 347 | 670 | 120 | 300 | 25 | 11 | 304 | 92 | -14 | +2 | -5 | -2 | +14 | -0.5 | |
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 · 430 PAwOBA .338 → .284 (−54)K% 22.1% → 26.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.09% | ÷1.000 | ×1.200 | — | — | 26.51% |
| BB% (unintentional) /PA | 14.88% | ÷1.000 | ×0.690 | — | ×1.018 | 10.45% |
| HBP% /PA | 1.63% | — | ×0.940 | — | ×1.018 | 1.56% |
| Singles /BIP | 21.62% | ÷1.000 | ×0.930 | ×0.988 | ×1.018 | 20.22% |
| Doubles /BIP | 7.34% | ÷1.000 | ×0.830 | ×0.988 | ×1.018 | 6.12% |
| Triples /BIP | 1.93% | ÷1.000 | ×0.970 | ×0.988 | ×1.018 | 1.88% |
| Home runs /BIP | 2.70% | ÷1.000 | ×0.700 | — | ×1.018 | 1.93% |
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 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 ×0.988.
Result: wOBA .338 → .284; ISO .141 → .117; BABIP .312 → .283. 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 · 268 PAwOBA .330 → .281 (−49)K% 26.5% → 31.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.49% | ÷1.010 | ×1.200 | — | — | 31.46% |
| BB% (unintentional) /PA | 16.04% | ÷1.000 | ×0.690 | — | ×1.033 | 11.44% |
| HBP% /PA | 0.75% | — | ×0.940 | — | ×1.033 | 0.72% |
| Singles /BIP | 25.17% | ÷0.983 | ×0.930 | ×1.004 | ×1.033 | 24.69% |
| Doubles /BIP | 6.62% | ÷0.973 | ×0.830 | ×1.004 | ×1.033 | 5.86% |
| Triples /BIP | 1.32% | ÷0.900 | ×0.970 | ×1.004 | ×1.033 | 1.48% |
| Home runs /BIP | 2.65% | ÷1.111 | ×0.700 | — | ×1.033 | 1.72% |
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 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 ×1.004.
Result: wOBA .330 → .281; ISO .117 → .095; BABIP .338 → .324. 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 ROKACL Brewers · 39 PAwOBA .478 → .340 (−138)K% 7.7% → 11.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 7.69% | ÷0.973 | ×1.440 | — | — | 11.39% |
| BB% (unintentional) /PA | 20.51% | ÷1.011 | ×0.620 | — | ×0.945 | 11.88% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.945 | 0.00% |
| Singles /BIP | 28.57% | ÷1.031 | ×0.820 | — | ×0.945 | 21.48% |
| Doubles /BIP | 7.14% | ÷1.109 | ×0.720 | — | ×0.945 | 4.38% |
| Triples /BIP | 3.57% | ÷1.001 | ×0.720 | — | ×0.945 | 2.43% |
| Home runs /BIP | 3.57% | ÷0.971 | ×0.780 | — | ×0.945 | 2.71% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 106, 2B 122, 3B 100, K 95, BB 102 — applied at half strength. Age: age 25 vs a level average of 19.5 → −5.5% on BB/HBP/hit rates (5.5 yr older than average).
Result: wOBA .478 → .340; ISO .226 → .168; BABIP .407 → .291. 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 AAANashville Sounds · 462 PAwOBA .354 → .310 (−44)K% 18.8% → 23.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.83% | ÷0.983 | ×1.200 | — | — | 22.99% |
| BB% (unintentional) /PA | 12.99% | ÷1.014 | ×0.690 | — | ×1.048 | 9.26% |
| HBP% /PA | 2.60% | — | ×0.940 | — | ×1.048 | 2.56% |
| Singles /BIP | 22.33% | ÷0.951 | ×0.930 | ×0.984 | ×1.048 | 22.51% |
| Doubles /BIP | 4.67% | ÷1.010 | ×0.830 | ×0.984 | ×1.048 | 3.95% |
| Triples /BIP | 1.67% | ÷1.150 | ×0.970 | ×0.984 | ×1.048 | 1.45% |
| Home runs /BIP | 4.67% | ÷0.909 | ×0.700 | — | ×1.048 | 3.76% |
Factors used: league row International League. Park (home-season share, regressed): HR 82, 1B 90, 2B 102, 3B 130, K 97, BB 103 — 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 ×0.984.
Result: wOBA .354 → .310; ISO .171 → .141; BABIP .299 → .288. 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 AABiloxi Shuckers · 385 PAwOBA .397 → .341 (−56)K% 20.0% → 26.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷0.924 | ×1.220 | — | — | 26.40% |
| BB% (unintentional) /PA | 15.32% | ÷1.000 | ×0.680 | — | ×1.027 | 10.71% |
| HBP% /PA | 3.38% | — | ×0.840 | — | ×1.027 | 2.91% |
| Singles /BIP | 19.91% | ÷0.988 | ×0.920 | ×0.968 | ×1.027 | 18.42% |
| Doubles /BIP | 6.93% | ÷0.827 | ×0.910 | ×0.968 | ×1.027 | 7.58% |
| Triples /BIP | 3.46% | ÷0.900 | ×0.880 | ×0.968 | ×1.027 | 3.37% |
| Home runs /BIP | 6.06% | ÷1.055 | ×0.800 | — | ×1.027 | 4.72% |
Factors used: league row SL. Park (home-season share, regressed): HR 111, 1B 98, 2B 65, 3B 80, K 85, BB 100 — 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 ×0.968.
Result: wOBA .397 → .341; ISO .240 → .213; BABIP .320 → .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).
2023 AAANashville Sounds · 173 PAwOBA .407 → .383 (−24)K% 13.3% → 16.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.29% | ÷0.978 | ×1.200 | — | — | 16.32% |
| BB% (unintentional) /PA | 15.61% | ÷0.995 | ×0.690 | — | ×1.050 | 11.37% |
| HBP% /PA | 1.73% | — | ×0.940 | — | ×1.050 | 1.71% |
| Singles /BIP | 22.69% | ÷0.953 | ×0.930 | ×1.022 | ×1.050 | 23.77% |
| Doubles /BIP | 7.56% | ÷0.971 | ×0.830 | ×1.022 | ×1.050 | 6.94% |
| Triples /BIP | 3.36% | ÷0.900 | ×0.970 | ×1.022 | ×1.050 | 3.89% |
| Home runs /BIP | 3.36% | ÷0.905 | ×0.700 | — | ×1.050 | 2.73% |
Factors used: league row International League. Park (home-season share, regressed): HR 81, 1B 91, 2B 94, 3B 80, K 96, BB 99 — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.022.
Result: wOBA .407 → .383; ISO .204 → .197; BABIP .345 → .353. 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+Wisconsin Timber Rattlers · 283 PAwOBA .370 → .312 (−58)K% 15.5% → 20.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.55% | ÷0.977 | ×1.270 | — | — | 20.22% |
| BB% (unintentional) /PA | 15.90% | ÷0.944 | ×0.710 | — | ×1.012 | 12.11% |
| HBP% /PA | 1.77% | — | ×0.790 | — | ×1.012 | 1.41% |
| Singles /BIP | 23.53% | ÷1.083 | ×0.920 | ×1.031 | ×1.012 | 20.84% |
| Doubles /BIP | 6.95% | ÷1.049 | ×0.810 | ×1.031 | ×1.012 | 5.60% |
| Triples /BIP | 2.14% | ÷0.900 | ×0.850 | ×1.031 | ×1.012 | 2.11% |
| Home runs /BIP | 2.14% | ÷0.885 | ×0.800 | — | ×1.012 | 1.96% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 77, 1B 117, 2B 110, 3B 80, K 95, BB 89 — 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 ×1.031.
Result: wOBA .370 → .312; ISO .143 → .127; BABIP .330 → .288. 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 ACarolina Mudcats · 103 PAwOBA .316 → .246 (−70)K% 28.2% → 38.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.16% | ÷0.996 | ×1.360 | — | — | 38.46% |
| BB% (unintentional) /PA | 19.42% | ÷1.017 | ×0.690 | — | ×1.015 | 13.37% |
| HBP% /PA | 1.94% | — | ×0.780 | — | ×1.015 | 1.54% |
| Singles /BIP | 26.92% | ÷0.990 | ×0.920 | ×1.044 | ×1.015 | 26.52% |
| Doubles /BIP | 7.69% | ÷1.177 | ×0.830 | ×1.044 | ×1.015 | 5.75% |
| Triples /BIP | 0.00% | ÷1.052 | ×0.910 | ×1.044 | ×1.015 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.974 | ×0.800 | — | ×1.015 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 95, 1B 98, 2B 135, 3B 110, K 99, BB 103 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.044.
Result: wOBA .316 → .246; ISO .049 → .034; BABIP .346 → .323. 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 — .