Matt Shaw
RF Chicago Cubs| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 22 | AAA/AA2 orgs | 523 | .284/.384/.488 | 21 | 31 | 108 | — | .254/.335/.433 |
| 2025 | 23 | AAACHC | 110 | .286/.409/.560 | 6 | 5 | 124 | — | .250/.345/.438 |
| 2025 | 23 | MLBCHC | 437 | .226/.298/.394 | 13 | 17 | 93 | 1.0 | |
| 2026 | 24 | AAACHC | 36 | .303/.361/.364 | 0 | 2 | 74 | — | .265/.306/.324 |
| 2026 | 24 | MLBCHC | 202 | .237/.330/.410 | 5 | 4 | 103 | 0.3 | |
| 2027PROJ | 25 | MLBCHC | 238 | .238/.316/.398 | 7 | 12 | 100 | 0.5 | |
| 2028PROJ92% MLB | 26 | MLBCHC | 344 | .238/.316/.398 | 10 | 17 | 100 | 0.8 | |
| 2029PROJ92% MLB | 27 | MLBCHC | 341 | .237/.315/.395 | 9 | 17 | 99 | 0.7 |
Tools · Recent Form · Splits · 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) | |||||||||||||||||||||||||||||||
| 2023 | 21 | AA | Tennessee Smokies | — | 70 | 65 | 19 | 4 | 1 | 3 | 3 | 12 | 1 | 6 | 1 | 292 | 333 | 523 | 856 | 231 | 314 | 17 | 4 | 368 | 110 | — | — | — | — | — | — |
| 2023 | 21 | A+ | South Bend Cubs | — | 89 | 84 | 33 | 4 | 3 | 4 | 4 | 12 | 1 | 7 | 1 | 393 | 427 | 655 | 1.082 | 262 | 426 | 13 | 4 | 469 | 129 | — | — | — | — | — | — |
| 2024 | 22 | AAA | Iowa Cubs | — | 152 | 131 | 39 | 8 | 1 | 7 | 17 | 30 | 4 | 6 | 3 | 298 | 395 | 534 | 929 | 237 | 340 | 20 | 11 | 408 | 112 | — | — | — | — | — | — |
| 2024 | 22 | AA | Tennessee Smokies | — | 371 | 312 | 87 | 11 | 3 | 14 | 45 | 65 | 6 | 25 | 8 | 279 | 379 | 468 | 847 | 189 | 304 | 18 | 12 | 370 | 106 | — | — | — | — | — | — |
| 2025 | 23 | MLB | Chicago Cubs | — | 437 | 393 | 89 | 21 | 3 | 13 | 38 | 94 | 2 | 17 | 5 | 226 | 298 | 394 | 692 | 168 | 262 | 22 | 9 | 306 | 93 | -4 | +1 | +1 | +2 | +9 | 1.0 |
| 2025 | 23 | AAA | Iowa Cubs | — | 110 | 91 | 26 | 5 | 1 | 6 | 17 | 11 | 2 | 5 | 0 | 286 | 409 | 560 | 970 | 275 | 270 | 10 | 15 | 423 | 124 | — | — | — | — | — | — |
| 2026 | 24 | MLB | Chicago Cubs | — | 202 | 173 | 41 | 9 | 3 | 5 | 21 | 35 | 3 | 4 | 2 | 237 | 330 | 410 | 740 | 173 | 267 | 17 | 10 | 324 | 103 | +1 | +0 | +1 | -3 | +4 | 0.3 |
| 2026 | 24 | AAA | Iowa Cubs | — | 36 | 33 | 10 | 2 | 0 | 0 | 3 | 9 | 0 | 2 | 0 | 303 | 361 | 364 | 725 | 61 | 417 | 25 | 8 | 331 | 74 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 639 | 566 | 130 | 30 | 6 | 18 | 59 | 129 | 5 | 21 | 7 | 230 | 308 | 399 | 707 | 170 | 264 | 20 | 9 | 312 | 97 | -2 | +1 | +1 | -1 | +14 | 1.4 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 21 | AA MLE | Tennessee Smokies | — | 70 | 66 | 18 | 4 | 1 | 2 | 2 | 15 | 1 | 6 | 1 | 273 | 304 | 455 | 759 | 182 | 313 | 21 | 3 | 331 | 110 | — | — | — | — | — | — |
| 2023 | 21 | A+ MLE | South Bend Cubs | — | 89 | 86 | 28 | 3 | 2 | 3 | 2 | 16 | 1 | 7 | 1 | 326 | 348 | 512 | 860 | 186 | 366 | 18 | 2 | 359 | 129 | — | — | — | — | — | — |
| 2024 | 22 | AAA MLE | Iowa Cubs | — | 152 | 135 | 35 | 7 | 1 | 5 | 13 | 36 | 4 | 6 | 3 | 259 | 342 | 437 | 779 | 178 | 316 | 24 | 9 | 333 | 112 | — | — | — | — | — | — |
| 2024 | 22 | AA MLE | Tennessee Smokies | — | 371 | 325 | 82 | 10 | 3 | 14 | 33 | 81 | 6 | 25 | 8 | 252 | 332 | 431 | 763 | 178 | 274 | 22 | 9 | 325 | 106 | — | — | — | — | — | — |
| 2025 | 23 | MLB MLE | Chicago Cubs | — | 437 | 393 | 89 | 20 | 3 | 14 | 38 | 94 | 2 | 17 | 5 | 226 | 298 | 399 | 697 | 173 | 262 | 22 | 9 | 305 | 93 | -4 | +1 | +1 | +2 | +9 | 1.0 |
| 2025 | 23 | AAA MLE | Iowa Cubs | — | 110 | 96 | 24 | 4 | 1 | 4 | 12 | 13 | 2 | 5 | 0 | 250 | 345 | 438 | 783 | 188 | 267 | 12 | 11 | 352 | 124 | — | — | — | — | — | — |
| 2026 | 24 | MLB MLE | Chicago Cubs | — | 202 | 173 | 41 | 9 | 3 | 5 | 21 | 35 | 3 | 4 | 2 | 237 | 330 | 410 | 740 | 173 | 267 | 17 | 10 | 320 | 103 | +1 | +0 | +1 | -3 | +4 | 0.3 |
| 2026 | 24 | AAA MLE | Iowa Cubs | — | 36 | 34 | 9 | 2 | 0 | 0 | 2 | 11 | 0 | 2 | 0 | 265 | 306 | 324 | 629 | 59 | 392 | 31 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2023 | 21 | A+ MLE | 2 teams | — | 159 | 152 | 46 | 7 | 3 | 5 | 4 | 30 | 2 | 13 | 2 | 303 | 329 | 487 | 816 | 184 | 347 | 19 | 3 | 347 | 121 | — | — | — | — | — | — |
| 2023 | 21 | A+ RAW | 2 teams | — | 159 | 149 | 52 | 8 | 4 | 7 | 7 | 24 | 2 | 13 | 2 | 349 | 386 | 597 | 983 | 248 | 378 | 15 | 4 | 425 | 121 | — | — | — | — | — | — |
| 2024 | 22 | AA MLE | 2 teams | — | 523 | 460 | 116 | 17 | 4 | 18 | 46 | 117 | 10 | 31 | 11 | 252 | 333 | 424 | 757 | 172 | 295 | 22 | 9 | 327 | 108 | — | — | — | — | — | — |
| 2024 | 22 | AA RAW | 2 teams | — | 523 | 443 | 126 | 19 | 4 | 21 | 62 | 95 | 10 | 31 | 11 | 284 | 384 | 488 | 871 | 203 | 314 | 18 | 12 | 381 | 108 | — | — | — | — | — | — |
| 2025 | 23 | MLB MLE | 2 teams | — | 547 | 489 | 114 | 25 | 4 | 18 | 50 | 107 | 4 | 22 | 5 | 233 | 309 | 411 | 720 | 178 | 261 | 20 | 9 | 315 | 99 | -1 | +2 | +1 | +2 | +12 | 1.7 |
| 2025 | 23 | MLB RAW | 2 teams | — | 547 | 484 | 115 | 26 | 4 | 19 | 55 | 105 | 4 | 22 | 5 | 238 | 320 | 426 | 746 | 188 | 264 | 19 | 10 | 330 | 99 | -1 | +2 | +1 | +2 | +12 | 1.7 |
| 2026 | 24 | MLB MLE | 2 teams | — | 238 | 207 | 49 | 10 | 3 | 5 | 23 | 46 | 3 | 6 | 2 | 237 | 322 | 386 | 708 | 150 | 278 | 19 | 10 | 314 | 99 | -0 | +0 | +1 | -3 | +5 | 0.3 |
| 2026 | 24 | MLB RAW | 2 teams | — | 238 | 206 | 51 | 11 | 3 | 5 | 24 | 44 | 3 | 6 | 2 | 248 | 335 | 403 | 738 | 155 | 289 | 18 | 10 | 325 | 99 | -0 | +0 | +1 | -3 | +5 | 0.3 |
| 2023 | 21 | A+ MLE | 2 teams | — | 159 | 152 | 46 | 7 | 3 | 5 | 4 | 30 | 2 | 13 | 2 | 303 | 329 | 487 | 816 | 184 | 343 | 19 | 3 | 347 | 121 | — | — | — | — | — | — |
| 2024 | 22 | AA MLE | 2 teams | — | 523 | 462 | 116 | 17 | 4 | 18 | 46 | 117 | 10 | 31 | 11 | 251 | 333 | 422 | 755 | 171 | 286 | 22 | 9 | 327 | 108 | — | — | — | — | — | — |
| 2025 | 23 | MLB MLE | 2 teams | — | 547 | 488 | 114 | 25 | 4 | 18 | 50 | 107 | 4 | 22 | 5 | 234 | 309 | 412 | 721 | 178 | 263 | 20 | 9 | 315 | 99 | — | — | — | — | — | — |
| 2026 | 24 | MLB MLE | 2 teams | — | 238 | 210 | 49 | 10 | 3 | 5 | 23 | 46 | 3 | 6 | 2 | 233 | 322 | 381 | 703 | 148 | 286 | 19 | 10 | 314 | 99 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | AA MLE | 2 teams | — | 523 | 462 | 116 | 17 | 4 | 18 | 46 | 117 | 10 | 31 | 11 | 251 | 333 | 422 | 755 | 171 | 286 | 22 | 9 | 327 | 108 | — | — | — | — | — | — |
| 2025 | 23 | MLB MLE | 2 teams | — | 547 | 488 | 114 | 25 | 4 | 18 | 50 | 107 | 4 | 22 | 5 | 234 | 309 | 412 | 721 | 178 | 263 | 20 | 9 | 315 | 99 | — | — | — | — | — | — |
| 2026 | 24 | MLB MLE | 2 teams | — | 238 | 210 | 49 | 10 | 3 | 5 | 23 | 46 | 3 | 6 | 2 | 233 | 322 | 381 | 703 | 148 | 286 | 19 | 10 | 314 | 99 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB MLE | CHC | 100% | 449 | 401 | 95 | 19 | 3 | 13 | 41 | 92 | 4 | 22 | 4 | 236 | 314 | 396 | 711 | 160 | 273 | 20 | 9 | 316 | 100 | +0 | +3 | +2 | -5 | +10 | 0.9 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB CTX | CHC | 100% | 238 | 212 | 51 | 10 | 2 | 7 | 22 | 49 | 2 | 12 | 2 | 238 | 316 | 398 | 714 | 160 | 277 | 21 | 9 | 318 | 100 | +0 | +2 | +1 | -3 | +5 | 0.5 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 26 | MLB MLE | CHC | 92% | 374 | 333 | 79 | 15 | 3 | 11 | 34 | 76 | 4 | 18 | 4 | 236 | 314 | 396 | 710 | 160 | 273 | 20 | 9 | 316 | 100 | +0 | +2 | +2 | -4 | +8 | 0.8 |
| 2029 | 27 | MLB MLE | CHC | 92% | 371 | 331 | 78 | 15 | 3 | 11 | 34 | 76 | 3 | 18 | 3 | 235 | 313 | 393 | 706 | 158 | 272 | 20 | 9 | 315 | 99 | -0 | +2 | +2 | -4 | +8 | 0.8 |
| 2030 | 28 | MLB MLE | CHC | 92% | 365 | 325 | 75 | 15 | 2 | 10 | 34 | 76 | 3 | 16 | 3 | 233 | 311 | 388 | 699 | 155 | 271 | 21 | 9 | 312 | 97 | -1 | +2 | +1 | -4 | +8 | 0.6 |
| 2031 | 29 | MLB MLE | CHC | 92% | 352 | 314 | 72 | 14 | 2 | 10 | 32 | 74 | 3 | 13 | 3 | 230 | 308 | 381 | 690 | 151 | 269 | 21 | 9 | 308 | 95 | -2 | +1 | +0 | -4 | +8 | 0.3 |
| 2032 | 30 | MLB MLE | CHC | 92% | 340 | 303 | 68 | 13 | 2 | 9 | 31 | 73 | 3 | 11 | 2 | 227 | 304 | 373 | 677 | 146 | 267 | 21 | 9 | 303 | 91 | -4 | +1 | -1 | -4 | +7 | 0.1 |
| 2033 | 31 | MLB MLE | CHC | 92% | 320 | 285 | 63 | 12 | 2 | 8 | 29 | 70 | 3 | 7 | 2 | 222 | 299 | 362 | 660 | 140 | 263 | 22 | 9 | 296 | 87 | -5 | +1 | -1 | -3 | +7 | -0.2 |
| 2034 | 32 | MLB MLE | CHC | 92% | 296 | 266 | 58 | 11 | 2 | 7 | 26 | 66 | 2 | 4 | 1 | 215 | 291 | 346 | 638 | 131 | 257 | 22 | 9 | 287 | 80 | -7 | +0 | -2 | -3 | +6 | -0.6 |
| 2028 | 26 | MLB CTX | CHC | 92% | 344 | 306 | 74 | 15 | 3 | 10 | 32 | 70 | 3 | 17 | 3 | 238 | 316 | 398 | 714 | 160 | 276 | 20 | 9 | 318 | 100 | +0 | +2 | +2 | -4 | +7 | 0.8 |
| 2029 | 27 | MLB CTX | CHC | 92% | 341 | 304 | 71 | 14 | 3 | 9 | 31 | 70 | 3 | 17 | 3 | 237 | 315 | 395 | 710 | 158 | 276 | 21 | 9 | 316 | 99 | -0 | +2 | +1 | -4 | +7 | 0.7 |
| 2030 | 28 | MLB CTX | CHC | 92% | 336 | 299 | 70 | 14 | 3 | 9 | 31 | 70 | 3 | 15 | 3 | 235 | 313 | 390 | 703 | 155 | 274 | 21 | 9 | 313 | 97 | -1 | +2 | +1 | -4 | +7 | 0.5 |
| 2031 | 29 | MLB CTX | CHC | 92% | 324 | 288 | 66 | 13 | 2 | 8 | 30 | 68 | 3 | 12 | 2 | 232 | 310 | 383 | 693 | 151 | 273 | 21 | 9 | 309 | 95 | -2 | +2 | +0 | -3 | +7 | 0.3 |
| 2032 | 30 | MLB CTX | CHC | 92% | 313 | 279 | 64 | 13 | 2 | 8 | 28 | 67 | 3 | 10 | 2 | 228 | 306 | 375 | 680 | 146 | 270 | 21 | 9 | 304 | 91 | -3 | +1 | -1 | -3 | +7 | 0.1 |
| 2033 | 31 | MLB CTX | CHC | 92% | 294 | 264 | 59 | 12 | 2 | 7 | 26 | 64 | 2 | 6 | 2 | 223 | 300 | 363 | 664 | 140 | 266 | 22 | 9 | 297 | 87 | -5 | +0 | -1 | -3 | +6 | -0.2 |
| 2034 | 32 | MLB CTX | CHC | 92% | 272 | 244 | 53 | 10 | 2 | 6 | 24 | 61 | 2 | 4 | 1 | 217 | 293 | 348 | 641 | 131 | 260 | 22 | 9 | 288 | 80 | -6 | +0 | -2 | -3 | +6 | -0.5 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2863 | 2550 | 587 | 121 | 23 | 75 | 261 | 599 | 24 | 102 | 23 | 230 | 308 | 384 | 692 | 154 | 270 | 21 | 9 | 308 | 98 | -20 | +11 | +1 | -24 | +62 | 3.1 | |
| / 162G | — | A+C | — | 650 | 579 | 133 | 27 | 5 | 17 | 59 | 136 | 5 | 23 | 5 | 230 | 306 | 382 | 688 | 152 | 270 | 21 | 9 | 308 | 98 | -5 | +3 | +0 | -6 | +14 | 0.7 | |
| Career | — | MLE | — | 4123 | 3677 | 869 | 164 | 32 | 119 | 365 | 860 | 42 | 171 | 40 | 236 | 312 | 395 | 708 | 159 | 275 | 21 | 9 | 313 | 98 | -21 | +13 | +2 | -29 | +71 | 3.7 | |
| / 162G | — | MLE | — | 650 | 580 | 137 | 26 | 5 | 19 | 58 | 136 | 7 | 27 | 6 | 236 | 314 | 397 | 710 | 160 | 275 | 21 | 9 | 313 | 98 | -4 | +3 | +0 | -6 | +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 AAAIowa Cubs · 36 PAwOBA .322 → .278 (−44)K% 25.0% → 30.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷1.000 | ×1.200 | — | — | 30.00% |
| BB% (unintentional) /PA | 8.33% | ÷1.000 | ×0.690 | — | ×1.033 | 5.94% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.033 | 0.00% |
| Singles /BIP | 33.33% | ÷1.000 | ×0.930 | — | ×1.033 | 32.02% |
| Doubles /BIP | 8.33% | ÷1.000 | ×0.830 | — | ×1.033 | 7.14% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | — | ×1.033 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.700 | — | ×1.033 | 0.00% |
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 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average).
Result: wOBA .322 → .278; ISO .061 → .050; BABIP .417 → .392. 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 AAAIowa Cubs · 110 PAwOBA .412 → .352 (−59)K% 10.0% → 12.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.00% | ÷0.989 | ×1.200 | — | — | 12.14% |
| BB% (unintentional) /PA | 15.45% | ÷1.005 | ×0.690 | — | ×1.048 | 11.12% |
| HBP% /PA | 1.82% | — | ×0.940 | — | ×1.048 | 1.79% |
| Singles /BIP | 17.50% | ÷0.949 | ×0.930 | ×1.032 | ×1.048 | 18.54% |
| Doubles /BIP | 6.25% | ÷1.033 | ×0.830 | ×1.032 | ×1.048 | 5.43% |
| Triples /BIP | 1.25% | ÷0.939 | ×0.970 | ×1.032 | ×1.048 | 1.40% |
| Home runs /BIP | 7.50% | ÷1.125 | ×0.700 | — | ×1.048 | 4.89% |
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 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 ×1.032.
Result: wOBA .412 → .352; ISO .275 → .207; BABIP .270 → .267. 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 AATennessee Smokies · 371 PAwOBA .367 → .325 (−42)K% 17.5% → 21.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.52% | ÷0.975 | ×1.220 | — | — | 21.93% |
| BB% (unintentional) /PA | 12.13% | ÷0.959 | ×0.680 | — | ×1.027 | 8.83% |
| HBP% /PA | 1.62% | — | ×0.840 | — | ×1.027 | 1.40% |
| Singles /BIP | 23.89% | ÷1.015 | ×0.920 | ×0.977 | ×1.027 | 21.73% |
| Doubles /BIP | 4.45% | ÷1.059 | ×0.910 | ×0.977 | ×1.027 | 3.84% |
| Triples /BIP | 1.21% | ÷0.985 | ×0.880 | ×0.977 | ×1.027 | 1.09% |
| Home runs /BIP | 5.67% | ÷0.854 | ×0.800 | — | ×1.027 | 5.45% |
Factors used: league row SL. Park (home-season share, regressed): HR 71, 1B 103, 2B 112, 3B 97, K 95, 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 ×0.977.
Result: wOBA .367 → .325; ISO .189 → .181; BABIP .304 → .274. 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 AAAIowa Cubs · 152 PAwOBA .397 → .333 (−64)K% 19.7% → 23.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.74% | ÷0.998 | ×1.200 | — | — | 23.74% |
| BB% (unintentional) /PA | 11.18% | ÷0.949 | ×0.690 | — | ×1.050 | 8.54% |
| HBP% /PA | 2.63% | — | ×0.940 | — | ×1.050 | 2.60% |
| Singles /BIP | 22.77% | ÷0.994 | ×0.930 | ×0.985 | ×1.050 | 22.04% |
| Doubles /BIP | 7.92% | ÷0.962 | ×0.830 | ×0.985 | ×1.050 | 7.07% |
| Triples /BIP | 0.99% | ÷1.000 | ×0.970 | ×0.985 | ×1.050 | 0.99% |
| Home runs /BIP | 6.93% | ÷1.079 | ×0.700 | — | ×1.050 | 4.72% |
Factors used: league row International League. Park (home-season share, regressed): HR 116, 1B 99, 2B 92, 3B 100, K 100, BB 90 — 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 ×0.985.
Result: wOBA .397 → .333; ISO .237 → .175; BABIP .340 → .316. 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 A+South Bend Cubs · 89 PAwOBA .453 → .359 (−94)K% 13.5% → 17.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.48% | ÷0.966 | ×1.270 | — | — | 17.72% |
| BB% (unintentional) /PA | 3.37% | ÷1.060 | ×0.710 | — | ×1.012 | 2.29% |
| HBP% /PA | 1.12% | — | ×0.790 | — | ×1.012 | 0.90% |
| Singles /BIP | 30.56% | ÷0.988 | ×0.920 | ×0.982 | ×1.012 | 28.27% |
| Doubles /BIP | 5.56% | ÷1.140 | ×0.810 | ×0.982 | ×1.012 | 3.92% |
| Triples /BIP | 4.17% | ÷1.150 | ×0.850 | ×0.982 | ×1.012 | 3.06% |
| Home runs /BIP | 5.56% | ÷1.197 | ×0.800 | — | ×1.012 | 3.76% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 139, 1B 98, 2B 128, 3B 130, K 93, BB 112 — 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 ×0.982.
Result: wOBA .453 → .359; ISO .262 → .179; BABIP .426 → .366. 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 AATennessee Smokies · 70 PAwOBA .363 → .331 (−32)K% 17.1% → 20.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.14% | ÷1.008 | ×1.220 | — | — | 20.76% |
| BB% (unintentional) /PA | 4.29% | ÷1.059 | ×0.680 | — | ×1.042 | 2.87% |
| HBP% /PA | 1.43% | — | ×0.840 | — | ×1.042 | 1.25% |
| Singles /BIP | 20.75% | ÷0.975 | ×0.920 | ×1.046 | ×1.042 | 21.34% |
| Doubles /BIP | 7.55% | ÷1.023 | ×0.910 | ×1.046 | ×1.042 | 7.32% |
| Triples /BIP | 1.89% | ÷0.966 | ×0.880 | ×1.046 | ×1.042 | 1.87% |
| Home runs /BIP | 5.66% | ÷1.082 | ×0.800 | — | ×1.042 | 4.36% |
Factors used: league row SL. Park (home-season share, regressed): HR 116, 1B 95, 2B 105, 3B 93, K 102, BB 112 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.046.
Result: wOBA .363 → .331; ISO .231 → .195; BABIP .314 → .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).