Braiden Ward
CF Worcester Red Sox| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 25 | AA/A+COL | 438 | .269/.374/.410 | 7 | 50 | 81 | — | .228/.323/.334 |
| 2025 | 26 | AAA/AACOL | 368 | .290/.396/.391 | 2 | 57 | 97 | — | .269/.358/.361 |
| 2026 | 27 | AAABOS | 456 | .251/.365/.373 | 6 | 61 | 80 | — | .223/.321/.319 |
| 2027PROJ10% MLB | 28 | MLBBOS | 16 | .219/.309/.310 | 0 | 2 | 76 | 0.0 | |
| 2028PROJ33% MLB | 29 | MLBBOS | 69 | .219/.308/.310 | 1 | 6 | 75 | 0.0 |
Tools · ContractCON 50 / POW 30
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 | 22 | ROK | ACL Rockies | — | 37 | 26 | 8 | 0 | 0 | 0 | 7 | 6 | 4 | 3 | 2 | 308 | 514 | 308 | 821 | 400 | 16 | 19 | 407 | 81 | — | — | — | — | — | — | |
| 2022 | 23 | A+ | Spokane Indians | — | 225 | 185 | 39 | 5 | 3 | 0 | 21 | 58 | 17 | 31 | 5 | 211 | 345 | 270 | 616 | 59 | 307 | 26 | 9 | 295 | 39 | — | — | — | — | — | — |
| 2022 | 23 | A | Fresno Grizzlies | — | 150 | 120 | 44 | 6 | 1 | 4 | 13 | 25 | 16 | 26 | 0 | 367 | 490 | 533 | 1.023 | 167 | 435 | 17 | 9 | 456 | 134 | — | — | — | — | — | — |
| 2023 | 24 | A+ | Spokane Indians | — | 279 | 223 | 59 | 10 | 2 | 1 | 27 | 55 | 25 | 44 | 7 | 265 | 404 | 341 | 744 | 76 | 345 | 20 | 10 | 348 | 72 | — | — | — | — | — | — |
| 2024 | 25 | AA | Hartford Yard Goats | — | 323 | 268 | 65 | 8 | 4 | 5 | 24 | 81 | 23 | 32 | 5 | 243 | 356 | 358 | 714 | 116 | 326 | 25 | 7 | 323 | 71 | — | — | — | — | — | — |
| 2024 | 25 | A+ | Spokane Indians | — | 115 | 100 | 34 | 7 | 4 | 2 | 4 | 24 | 11 | 18 | 4 | 340 | 426 | 550 | 976 | 210 | 432 | 21 | 3 | 430 | 110 | — | — | — | — | — | — |
| 2025 | 26 | AAA | Albuquerque Isotopes | — | 163 | 133 | 44 | 7 | 4 | 1 | 16 | 23 | 10 | 35 | 2 | 331 | 440 | 466 | 906 | 135 | 394 | 14 | 10 | 399 | 124 | — | — | — | — | — | — |
| 2025 | 26 | AA | Hartford Yard Goats | — | 205 | 174 | 45 | 10 | 0 | 1 | 19 | 38 | 9 | 22 | 5 | 259 | 361 | 333 | 695 | 75 | 324 | 19 | 9 | 320 | 75 | — | — | — | — | — | — |
| 2026 | 27 | AAA | Worcester Red Sox | — | 456 | 383 | 96 | 19 | 5 | 6 | 39 | 82 | 30 | 61 | 9 | 251 | 365 | 373 | 738 | 123 | 304 | 18 | 9 | 338 | 80 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 22 | ROK MLE | ACL Rockies | — | 37 | 29 | 7 | 0 | 0 | 0 | 4 | 9 | 4 | 3 | 2 | 241 | 405 | 241 | 647 | 310 | 24 | 11 | 288 | 81 | — | — | — | — | — | — | |
| 2022 | 23 | A+ MLE | Spokane Indians | — | 225 | 191 | 31 | 4 | 2 | 0 | 15 | 80 | 17 | 31 | 5 | 162 | 283 | 204 | 487 | 42 | 270 | 36 | 7 | 226 | 39 | — | — | — | — | — | — |
| 2022 | 23 | A MLE | Fresno Grizzlies | — | 150 | 124 | 38 | 5 | 1 | 3 | 9 | 35 | 16 | 26 | 0 | 306 | 423 | 435 | 858 | 129 | 382 | 23 | 6 | 366 | 134 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Spokane Indians | — | 279 | 232 | 51 | 8 | 2 | 1 | 18 | 76 | 25 | 44 | 7 | 220 | 342 | 284 | 626 | 65 | 300 | 27 | 6 | 274 | 72 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | Hartford Yard Goats | — | 323 | 276 | 59 | 6 | 4 | 4 | 16 | 100 | 23 | 32 | 5 | 214 | 311 | 308 | 619 | 94 | 300 | 31 | 5 | 273 | 71 | — | — | — | — | — | — |
| 2024 | 25 | A+ MLE | Spokane Indians | — | 115 | 101 | 27 | 5 | 3 | 1 | 3 | 33 | 11 | 18 | 4 | 267 | 357 | 406 | 762 | 139 | 375 | 29 | 3 | 331 | 110 | — | — | — | — | — | — |
| 2025 | 26 | AAA MLE | Albuquerque Isotopes | — | 163 | 138 | 42 | 6 | 4 | 1 | 11 | 29 | 10 | 35 | 2 | 304 | 396 | 428 | 824 | 123 | 365 | 18 | 7 | 351 | 124 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Hartford Yard Goats | — | 205 | 179 | 43 | 9 | 0 | 1 | 14 | 45 | 9 | 22 | 5 | 240 | 327 | 307 | 634 | 67 | 304 | 22 | 7 | 279 | 75 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Worcester Red Sox | — | 456 | 395 | 88 | 16 | 5 | 4 | 27 | 98 | 30 | 61 | 9 | 223 | 321 | 319 | 640 | 96 | 280 | 21 | 6 | 287 | 80 | — | — | — | — | — | — |
| 2021 | 22 | ROK MLE | ACL Rockies | — | 37 | 29 | 7 | 0 | 0 | 0 | 4 | 9 | 4 | 3 | 2 | 241 | 405 | 241 | 647 | 350 | 24 | 11 | 288 | 81 | — | — | — | — | — | — | |
| 2021 | 22 | ROK RAW | ACL Rockies | — | 37 | 26 | 8 | 0 | 0 | 0 | 7 | 6 | 4 | 3 | 2 | 308 | 514 | 308 | 821 | 400 | 16 | 19 | 407 | 81 | — | — | — | — | — | — | |
| 2022 | 23 | A+ MLE | 2 teams | — | 375 | 316 | 69 | 9 | 3 | 3 | 23 | 116 | 33 | 57 | 5 | 218 | 336 | 294 | 630 | 76 | 333 | 31 | 6 | 282 | 77 | — | — | — | — | — | — |
| 2022 | 23 | A+ RAW | 2 teams | — | 375 | 305 | 83 | 11 | 4 | 4 | 34 | 83 | 33 | 57 | 5 | 272 | 403 | 374 | 777 | 102 | 361 | 22 | 9 | 359 | 77 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Spokane Indians | — | 279 | 232 | 51 | 8 | 2 | 1 | 18 | 76 | 25 | 44 | 7 | 220 | 342 | 284 | 626 | 65 | 321 | 27 | 6 | 274 | 72 | — | — | — | — | — | — |
| 2023 | 24 | A+ RAW | Spokane Indians | — | 279 | 223 | 59 | 10 | 2 | 1 | 27 | 55 | 25 | 44 | 7 | 265 | 404 | 341 | 744 | 76 | 345 | 20 | 10 | 348 | 72 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | 2 teams | — | 438 | 378 | 88 | 11 | 8 | 6 | 18 | 133 | 34 | 50 | 9 | 233 | 326 | 352 | 677 | 119 | 340 | 30 | 4 | 288 | 81 | — | — | — | — | — | — |
| 2024 | 25 | AA RAW | 2 teams | — | 438 | 368 | 99 | 15 | 8 | 7 | 28 | 105 | 34 | 50 | 9 | 269 | 374 | 410 | 785 | 141 | 357 | 24 | 6 | 351 | 81 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | 2 teams | — | 368 | 317 | 85 | 16 | 4 | 1 | 25 | 74 | 19 | 57 | 7 | 268 | 357 | 353 | 711 | 85 | 346 | 20 | 7 | 311 | 97 | — | — | — | — | — | — |
| 2025 | 26 | AA RAW | 2 teams | — | 368 | 307 | 89 | 17 | 4 | 2 | 35 | 61 | 19 | 57 | 7 | 290 | 396 | 391 | 787 | 101 | 355 | 17 | 10 | 355 | 97 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Worcester Red Sox | — | 456 | 395 | 88 | 16 | 5 | 4 | 27 | 98 | 30 | 61 | 9 | 223 | 321 | 319 | 640 | 96 | 286 | 21 | 6 | 287 | 80 | — | — | — | — | — | — |
| 2026 | 27 | AAA RAW | Worcester Red Sox | — | 456 | 383 | 96 | 19 | 5 | 6 | 39 | 82 | 30 | 61 | 9 | 251 | 365 | 373 | 738 | 123 | 304 | 18 | 9 | 338 | 80 | — | — | — | — | — | — |
| 2021 | 22 | ROK MLE | ACL Rockies | — | 37 | 29 | 7 | 0 | 0 | 0 | 4 | 9 | 4 | 3 | 2 | 241 | 405 | 241 | 647 | 310 | 24 | 11 | 288 | 81 | — | — | — | — | — | — | |
| 2022 | 23 | A+ MLE | 2 teams | — | 375 | 316 | 69 | 9 | 3 | 3 | 23 | 116 | 33 | 57 | 5 | 218 | 336 | 294 | 630 | 76 | 315 | 31 | 6 | 282 | 77 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Spokane Indians | — | 279 | 234 | 51 | 8 | 2 | 1 | 18 | 76 | 25 | 44 | 7 | 218 | 342 | 282 | 624 | 64 | 300 | 27 | 6 | 274 | 72 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | 2 teams | — | 438 | 383 | 88 | 11 | 8 | 6 | 18 | 133 | 34 | 50 | 9 | 230 | 326 | 347 | 673 | 117 | 320 | 30 | 4 | 288 | 81 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | 2 teams | — | 368 | 321 | 85 | 16 | 4 | 1 | 25 | 74 | 19 | 57 | 7 | 265 | 357 | 349 | 706 | 84 | 331 | 20 | 7 | 311 | 97 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Worcester Red Sox | — | 456 | 396 | 88 | 16 | 5 | 4 | 27 | 98 | 30 | 61 | 9 | 222 | 321 | 318 | 639 | 96 | 280 | 21 | 6 | 287 | 80 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 25 | AA MLE | 2 teams | — | 438 | 383 | 88 | 11 | 8 | 6 | 18 | 133 | 34 | 50 | 9 | 230 | 326 | 347 | 673 | 117 | 320 | 30 | 4 | 288 | 81 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | 2 teams | — | 368 | 321 | 85 | 16 | 4 | 1 | 25 | 74 | 19 | 57 | 7 | 265 | 357 | 349 | 706 | 84 | 331 | 20 | 7 | 311 | 97 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Worcester Red Sox | — | 456 | 396 | 88 | 16 | 5 | 4 | 27 | 98 | 30 | 61 | 9 | 222 | 321 | 318 | 639 | 96 | 280 | 21 | 6 | 287 | 80 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB MLE | BOS | 10% | 380 | 333 | 72 | 13 | 4 | 3 | 23 | 85 | 21 | 37 | 5 | 214 | 304 | 302 | 607 | 89 | 274 | 22 | 6 | 281 | 76 | -11 | +5 | +0 | +1 | +8 | 0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB CTX | BOS | 10% | 16 | 14 | 3 | 1 | 0 | 0 | 1 | 4 | 1 | 2 | 0 | 219 | 309 | 310 | 620 | 91 | 283 | 25 | 6 | 286 | 76 | -0 | +0 | +0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 29 | MLB MLE | BOS | 33% | 212 | 186 | 40 | 7 | 2 | 2 | 13 | 48 | 11 | 18 | 3 | 213 | 302 | 302 | 604 | 89 | 274 | 23 | 6 | 280 | 75 | -6 | +2 | -1 | +1 | +5 | 0.0 |
| 2028 | 29 | MLB CTX | BOS | 33% | 69 | 61 | 14 | 3 | 1 | 1 | 4 | 16 | 4 | 6 | 1 | 219 | 308 | 310 | 618 | 91 | 282 | 23 | 6 | 285 | 75 | -2 | +1 | -0 | +0 | +1 | 0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 69 | 61 | 14 | 3 | 1 | 1 | 4 | 16 | 4 | 6 | 1 | 230 | 319 | 361 | 679 | 131 | 295 | 23 | 6 | 285 | 81 | -2 | +1 | -0 | +0 | +1 | 0.0 | |
| / 162G | — | A+C | — | 650 | 575 | 131 | 28 | 9 | 9 | 38 | 151 | 38 | 57 | 9 | 228 | 318 | 355 | 673 | 127 | 294 | 23 | 6 | 285 | 81 | -19 | +8 | -4 | +2 | +14 | 0.1 | |
| Career | — | MLE | — | 2320 | 1990 | 456 | 72 | 25 | 18 | 137 | 589 | 164 | 305 | 44 | 229 | 330 | 318 | 648 | 88 | 315 | 25 | 6 | 288 | 81 | -11 | +5 | -1 | +1 | +8 | 0.2 | |
| / 162G | — | MLE | — | 650 | 558 | 128 | 20 | 7 | 5 | 38 | 165 | 46 | 85 | 12 | 229 | 330 | 317 | 647 | 88 | 315 | 25 | 6 | 288 | 81 | -19 | +8 | -2 | +2 | +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 AAAWorcester Red Sox · 456 PAwOBA .330 → .287 (−43)K% 18.0% → 21.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.98% | ÷1.000 | ×1.200 | — | — | 21.58% |
| BB% (unintentional) /PA | 8.55% | ÷1.000 | ×0.690 | — | ×1.003 | 5.92% |
| HBP% /PA | 6.58% | — | ×0.940 | — | ×1.003 | 6.20% |
| Singles /BIP | 21.93% | ÷1.000 | ×0.930 | ×1.015 | ×1.003 | 20.76% |
| Doubles /BIP | 6.31% | ÷1.000 | ×0.830 | ×1.015 | ×1.003 | 5.33% |
| Triples /BIP | 1.66% | ÷1.000 | ×0.970 | ×1.015 | ×1.003 | 1.64% |
| Home runs /BIP | 1.99% | ÷1.000 | ×0.700 | — | ×1.003 | 1.40% |
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 ×1.015.
Result: wOBA .330 → .287; ISO .123 → .101; BABIP .304 → .280. 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 AAHartford Yard Goats · 205 PAwOBA .314 → .279 (−35)K% 18.5% → 22.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.54% | ÷1.025 | ×1.220 | — | — | 22.07% |
| BB% (unintentional) /PA | 9.27% | ÷0.940 | ×0.700 | — | ×0.988 | 6.82% |
| HBP% /PA | 4.39% | — | ×0.850 | — | ×0.988 | 3.69% |
| Singles /BIP | 25.00% | ÷1.008 | ×0.970 | ×0.997 | ×0.988 | 23.71% |
| Doubles /BIP | 7.35% | ÷0.913 | ×0.860 | ×0.997 | ×0.988 | 6.82% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.950 | ×0.997 | ×0.988 | 0.00% |
| Home runs /BIP | 0.74% | ÷1.255 | ×0.780 | — | ×0.988 | 0.45% |
Factors used: league row EL. Park (home-season share, regressed): HR 151, 1B 102, 2B 83, 3B 130, K 105, BB 88 — 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 ×0.997.
Result: wOBA .314 → .279; ISO .075 → .065; BABIP .324 → .304. 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 AAAAlbuquerque Isotopes · 163 PAwOBA .389 → .351 (−38)K% 14.1% → 17.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.11% | ÷0.945 | ×1.200 | — | — | 17.92% |
| BB% (unintentional) /PA | 9.82% | ÷1.019 | ×0.690 | — | ×1.018 | 6.77% |
| HBP% /PA | 6.13% | — | ×0.940 | — | ×1.018 | 5.87% |
| Singles /BIP | 29.09% | ÷1.047 | ×0.930 | ×1.037 | ×1.018 | 27.27% |
| Doubles /BIP | 6.36% | ÷1.029 | ×0.830 | ×1.037 | ×1.018 | 5.42% |
| Triples /BIP | 3.64% | ÷1.028 | ×0.970 | ×1.037 | ×1.018 | 3.62% |
| Home runs /BIP | 0.91% | ÷1.017 | ×0.700 | — | ×1.018 | 0.64% |
Factors used: league row International League. Park (home-season share, regressed): HR 103, 1B 109, 2B 106, 3B 106, K 89, BB 104 — 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 ×1.037.
Result: wOBA .389 → .351; ISO .135 → .124; BABIP .394 → .365. 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 AAHartford Yard Goats · 323 PAwOBA .317 → .273 (−44)K% 25.1% → 31.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.08% | ÷0.987 | ×1.220 | — | — | 31.01% |
| BB% (unintentional) /PA | 7.43% | ÷1.066 | ×0.700 | — | ×0.998 | 4.87% |
| HBP% /PA | 7.12% | — | ×0.850 | — | ×0.998 | 6.04% |
| Singles /BIP | 25.67% | ÷1.041 | ×0.970 | ×1.005 | ×0.998 | 24.00% |
| Doubles /BIP | 4.28% | ÷1.102 | ×0.860 | ×1.005 | ×0.998 | 3.35% |
| Triples /BIP | 2.14% | ÷0.900 | ×0.950 | ×1.005 | ×0.998 | 2.26% |
| Home runs /BIP | 2.67% | ÷0.916 | ×0.780 | — | ×0.998 | 2.27% |
Factors used: league row EL. Park (home-season share, regressed): HR 83, 1B 108, 2B 120, 3B 80, K 97, BB 113 — 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 ×1.005.
Result: wOBA .317 → .273; ISO .116 → .103; BABIP .326 → .300. 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 A+Spokane Indians · 115 PAwOBA .419 → .331 (−88)K% 20.9% → 28.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.87% | ÷0.996 | ×1.350 | — | — | 28.29% |
| BB% (unintentional) /PA | 3.48% | ÷1.106 | ×0.710 | — | ×0.978 | 2.18% |
| HBP% /PA | 9.57% | — | ×0.810 | — | ×0.978 | 7.58% |
| Singles /BIP | 27.63% | ÷0.999 | ×0.910 | ×1.020 | ×0.978 | 25.11% |
| Doubles /BIP | 9.21% | ÷1.098 | ×0.830 | ×1.020 | ×0.978 | 6.94% |
| Triples /BIP | 5.26% | ÷0.907 | ×0.820 | ×1.020 | ×0.978 | 4.75% |
| Home runs /BIP | 2.63% | ÷1.086 | ×0.830 | — | ×0.978 | 1.97% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 117, 1B 100, 2B 120, 3B 81, K 99, BB 121 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.020.
Result: wOBA .419 → .331; ISO .210 → .159; BABIP .432 → .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 A+Spokane Indians · 279 PAwOBA .341 → .274 (−67)K% 19.7% → 27.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.71% | ÷0.983 | ×1.350 | — | — | 27.06% |
| BB% (unintentional) /PA | 9.68% | ÷1.075 | ×0.710 | — | ×0.988 | 6.32% |
| HBP% /PA | 8.96% | — | ×0.810 | — | ×0.988 | 7.17% |
| Singles /BIP | 27.38% | ÷1.019 | ×0.910 | ×1.005 | ×0.988 | 24.27% |
| Doubles /BIP | 5.95% | ÷1.026 | ×0.830 | ×1.005 | ×0.988 | 4.78% |
| Triples /BIP | 1.19% | ÷0.936 | ×0.820 | ×1.005 | ×0.988 | 1.04% |
| Home runs /BIP | 0.60% | ÷1.047 | ×0.830 | — | ×0.988 | 0.47% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 109, 1B 104, 2B 105, 3B 87, K 97, BB 115 — 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 ×1.005.
Result: wOBA .341 → .274; ISO .076 → .061; BABIP .345 → .300. 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+Spokane Indians · 225 PAwOBA .289 → .226 (−63)K% 25.8% → 35.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.78% | ÷0.975 | ×1.350 | — | — | 35.69% |
| BB% (unintentional) /PA | 9.33% | ÷1.022 | ×0.710 | — | ×0.998 | 6.47% |
| HBP% /PA | 7.56% | — | ×0.810 | — | ×0.998 | 6.11% |
| Singles /BIP | 24.41% | ÷1.039 | ×0.910 | ×1.013 | ×0.998 | 21.61% |
| Doubles /BIP | 3.94% | ÷0.978 | ×0.830 | ×1.013 | ×0.998 | 3.38% |
| Triples /BIP | 2.36% | ÷0.953 | ×0.820 | ×1.013 | ×0.998 | 2.05% |
| Home runs /BIP | 0.00% | ÷1.316 | ×0.830 | — | ×0.998 | 0.00% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 163, 1B 108, 2B 96, 3B 91, K 95, BB 104 — 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 ×1.013.
Result: wOBA .289 → .226; ISO .059 → .047; BABIP .307 → .270. 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 AFresno Grizzlies · 150 PAwOBA .447 → .366 (−81)K% 16.7% → 23.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷0.961 | ×1.360 | — | — | 23.59% |
| BB% (unintentional) /PA | 8.67% | ÷1.011 | ×0.690 | — | ×0.990 | 5.85% |
| HBP% /PA | 10.67% | — | ×0.780 | — | ×0.990 | 8.24% |
| Singles /BIP | 34.74% | ÷0.983 | ×0.920 | ×0.967 | ×0.990 | 31.12% |
| Doubles /BIP | 6.32% | ÷0.974 | ×0.830 | ×0.967 | ×0.990 | 5.15% |
| Triples /BIP | 1.05% | ÷0.937 | ×0.910 | ×0.967 | ×0.990 | 0.98% |
| Home runs /BIP | 4.21% | ÷0.947 | ×0.800 | — | ×0.990 | 3.52% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 97, 2B 95, 3B 87, K 92, BB 102 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.967.
Result: wOBA .447 → .366; ISO .167 → .138; BABIP .435 → .382. 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).