Ryan Fitzgerald
3B Oklahoma City Comets| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 30 | AAA/INTL2 orgs | 494 | .246/.335/.406 | 15 | 4 | 61 | — | .195/.265/.316 |
| 2025 | 31 | AAAMIN | 245 | .277/.369/.469 | 7 | 5 | 77 | — | .224/.291/.354 |
| 2025 | 31 | MLBMIN | 53 | .196/.302/.457 | 4 | 1 | 112 | 0.6 | |
| 2026 | 32 | AAALAD | 613 | .315/.379/.485 | 16 | 14 | 90 | — | .261/.310/.387 |
| 2027PROJ10% MLB | 33 | MLBLAD | 46 | .242/.298/.396 | 1 | 1 | 96 | 0.1 | |
| 2028PROJ6% MLB | 34 | MLBLAD | 22 | .233/.288/.377 | 1 | 0 | 88 | -0.0 |
Tools · Splits · ContractCON 50 / POW 55
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 | 24 | A | Greenville Drive | — | 351 | 318 | 87 | 9 | 3 | 8 | 29 | 70 | 2 | 5 | 3 | 274 | 338 | 396 | 734 | 123 | 328 | 20 | 8 | 329 | 57 | — | — | — | — | — | — |
| 2019 | 25 | A+ | Salem Red Sox | — | 527 | 461 | 125 | 25 | 7 | 3 | 51 | 107 | 6 | 11 | 10 | 271 | 351 | 375 | 727 | 104 | 339 | 20 | 10 | 325 | 48 | — | — | — | — | — | — |
| 2021 | 27 | AAA | Worcester Red Sox | — | 47 | 42 | 11 | 2 | 1 | 3 | 4 | 13 | 1 | 0 | 1 | 262 | 340 | 571 | 912 | 310 | 308 | 28 | 9 | 393 | 75 | — | — | — | — | — | — |
| 2021 | 27 | AA | Portland Sea Dogs | — | 365 | 321 | 87 | 30 | 3 | 13 | 33 | 68 | 8 | 4 | 4 | 271 | 354 | 505 | 858 | 234 | 305 | 19 | 9 | 374 | 83 | — | — | — | — | — | — |
| 2022 | 28 | AAA | Worcester Red Sox | — | 520 | 452 | 99 | 26 | 4 | 16 | 49 | 135 | 10 | 6 | 5 | 219 | 309 | 400 | 710 | 181 | 269 | 26 | 9 | 313 | 49 | — | — | — | — | — | — |
| 2023 | 29 | AAA | Worcester Red Sox | — | 369 | 322 | 84 | 24 | 6 | 12 | 41 | 99 | 2 | 9 | 7 | 261 | 347 | 484 | 831 | 224 | 336 | 27 | 11 | 362 | 68 | — | — | — | — | — | — |
| 2023 | 29 | INTL | Tigres del Licey | — | 29 | 27 | 7 | 0 | 0 | 2 | 2 | 11 | 0 | 0 | 0 | 259 | 310 | 481 | 792 | 222 | 357 | 38 | 7 | 348 | 121 | — | — | — | — | — | — |
| 2024 | 30 | AAA | Omaha Storm Chasers | — | 431 | 373 | 91 | 17 | 3 | 14 | 43 | 99 | 10 | 3 | 3 | 244 | 338 | 418 | 756 | 174 | 294 | 23 | 10 | 336 | 57 | — | — | — | — | — | — |
| 2024 | 30 | INTL | Tigres del Licey | — | 63 | 58 | 15 | 1 | 0 | 1 | 4 | 11 | 1 | 1 | 0 | 259 | 317 | 328 | 645 | 69 | 304 | 17 | 6 | 296 | 87 | — | — | — | — | — | — |
| 2025 | 31 | MLB | Minnesota Twins | — | 53 | 46 | 9 | 0 | 0 | 4 | 7 | 8 | 0 | 1 | 0 | 196 | 302 | 457 | 758 | 261 | 147 | 15 | 13 | 335 | 112 | +1 | +0 | +0 | +3 | +1 | 0.6 |
| 2025 | 31 | AAA | St. Paul Saints | — | 245 | 213 | 59 | 16 | 2 | 7 | 28 | 58 | 3 | 5 | 4 | 277 | 369 | 469 | 838 | 192 | 349 | 24 | 11 | 371 | 77 | — | — | — | — | — | — |
| 2026 | 32 | AAA | Oklahoma City Comets | — | 613 | 546 | 172 | 35 | 5 | 16 | 46 | 101 | 11 | 14 | 3 | 315 | 379 | 485 | 864 | 170 | 358 | 16 | 8 | 378 | 90 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 53 | 46 | 9 | 0 | 0 | 4 | 7 | 8 | 0 | 1 | 0 | 196 | 302 | 457 | 758 | 261 | 147 | 15 | 13 | 335 | 113 | +1 | +0 | +0 | +3 | +1 | 0.6 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 24 | A MLE | Greenville Drive | — | 351 | 330 | 72 | 7 | 3 | 7 | 17 | 92 | 2 | 5 | 3 | 218 | 261 | 321 | 582 | 103 | 275 | 26 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2019 | 25 | A+ MLE | Salem Red Sox | — | 527 | 480 | 97 | 17 | 5 | 2 | 32 | 159 | 6 | 11 | 10 | 202 | 261 | 271 | 531 | 69 | 282 | 30 | 6 | 239 | 48 | — | — | — | — | — | — |
| 2021 | 27 | AAA MLE | Worcester Red Sox | — | 47 | 43 | 10 | 2 | 1 | 2 | 3 | 15 | 1 | 0 | 1 | 233 | 298 | 465 | 763 | 233 | 269 | 32 | 6 | 279 | 75 | — | — | — | — | — | — |
| 2021 | 27 | AA MLE | Portland Sea Dogs | — | 365 | 333 | 72 | 23 | 3 | 11 | 21 | 81 | 8 | 4 | 4 | 216 | 279 | 402 | 681 | 186 | 245 | 22 | 6 | 291 | 83 | — | — | — | — | — | — |
| 2022 | 28 | AAA MLE | Worcester Red Sox | — | 520 | 467 | 81 | 18 | 4 | 12 | 34 | 160 | 10 | 6 | 5 | 173 | 245 | 306 | 551 | 133 | 219 | 31 | 7 | 240 | 49 | — | — | — | — | — | — |
| 2023 | 29 | AAA MLE | Worcester Red Sox | — | 369 | 337 | 67 | 15 | 6 | 8 | 27 | 116 | 2 | 9 | 7 | 199 | 262 | 350 | 612 | 151 | 267 | 31 | 7 | 268 | 68 | — | — | — | — | — | — |
| 2024 | 30 | AAA MLE | Omaha Storm Chasers | — | 431 | 389 | 76 | 14 | 3 | 9 | 27 | 122 | 10 | 3 | 3 | 195 | 265 | 316 | 581 | 121 | 250 | 28 | 6 | 252 | 57 | — | — | — | — | — | — |
| 2025 | 31 | MLB MLE | Minnesota Twins | — | 53 | 46 | 9 | 0 | 0 | 4 | 7 | 8 | 0 | 1 | 0 | 196 | 302 | 457 | 758 | 261 | 147 | 15 | 13 | 334 | 112 | +1 | +0 | +0 | +3 | +1 | 0.6 |
| 2025 | 31 | AAA MLE | St. Paul Saints | — | 245 | 223 | 50 | 13 | 2 | 4 | 18 | 70 | 3 | 5 | 4 | 224 | 291 | 354 | 645 | 130 | 307 | 29 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 32 | AAA MLE | Oklahoma City Comets | — | 613 | 564 | 147 | 28 | 5 | 11 | 29 | 121 | 11 | 14 | 3 | 261 | 310 | 387 | 696 | 126 | 302 | 20 | 5 | 301 | 90 | — | — | — | — | — | — |
| 2018 | 24 | A MLE | Greenville Drive | — | 351 | 330 | 72 | 7 | 3 | 7 | 17 | 92 | 2 | 5 | 3 | 218 | 261 | 321 | 582 | 103 | 280 | 26 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2018 | 24 | A RAW | Greenville Drive | — | 351 | 318 | 87 | 9 | 3 | 8 | 29 | 70 | 2 | 5 | 3 | 274 | 338 | 396 | 734 | 123 | 328 | 20 | 8 | 329 | 57 | — | — | — | — | — | — |
| 2019 | 25 | A+ MLE | Salem Red Sox | — | 527 | 480 | 97 | 17 | 5 | 2 | 32 | 159 | 6 | 11 | 10 | 202 | 261 | 271 | 531 | 69 | 290 | 30 | 6 | 239 | 48 | — | — | — | — | — | — |
| 2019 | 25 | A+ RAW | Salem Red Sox | — | 527 | 461 | 125 | 25 | 7 | 3 | 51 | 107 | 6 | 11 | 10 | 271 | 351 | 375 | 727 | 104 | 339 | 20 | 10 | 325 | 48 | — | — | — | — | — | — |
| 2021 | 27 | AA MLE | 2 teams | — | 412 | 376 | 81 | 25 | 4 | 13 | 24 | 96 | 9 | 4 | 5 | 215 | 279 | 407 | 686 | 191 | 252 | 23 | 6 | 290 | 82 | — | — | — | — | — | — |
| 2021 | 27 | AA RAW | 2 teams | — | 412 | 363 | 98 | 32 | 4 | 16 | 37 | 81 | 9 | 4 | 5 | 270 | 352 | 512 | 864 | 242 | 305 | 20 | 9 | 376 | 82 | — | — | — | — | — | — |
| 2022 | 28 | AAA MLE | Worcester Red Sox | — | 520 | 467 | 81 | 18 | 4 | 12 | 34 | 160 | 10 | 6 | 5 | 173 | 245 | 306 | 551 | 133 | 228 | 31 | 7 | 240 | 49 | — | — | — | — | — | — |
| 2022 | 28 | AAA RAW | Worcester Red Sox | — | 520 | 452 | 99 | 26 | 4 | 16 | 49 | 135 | 10 | 6 | 5 | 219 | 309 | 400 | 710 | 181 | 269 | 26 | 9 | 313 | 49 | — | — | — | — | — | — |
| 2023 | 29 | AAA MLE | 2 teams | — | 398 | 364 | 73 | 16 | 7 | 9 | 29 | 125 | 2 | 9 | 7 | 201 | 263 | 357 | 620 | 157 | 275 | 31 | 7 | 268 | 68 | — | — | — | — | — | — |
| 2023 | 29 | AAA RAW | 2 teams | — | 398 | 349 | 91 | 24 | 6 | 14 | 43 | 110 | 2 | 9 | 7 | 261 | 344 | 484 | 829 | 223 | 338 | 28 | 11 | 361 | 68 | — | — | — | — | — | — |
| 2024 | 30 | AAA MLE | 2 teams | — | 494 | 447 | 86 | 16 | 3 | 10 | 31 | 139 | 11 | 4 | 3 | 192 | 262 | 309 | 570 | 116 | 253 | 28 | 6 | 252 | 57 | — | — | — | — | — | — |
| 2024 | 30 | AAA RAW | 2 teams | — | 494 | 431 | 106 | 18 | 3 | 15 | 47 | 110 | 11 | 4 | 3 | 246 | 335 | 406 | 741 | 160 | 295 | 22 | 10 | 331 | 57 | — | — | — | — | — | — |
| 2025 | 31 | AAA MLE | 2 teams | — | 298 | 269 | 59 | 13 | 2 | 8 | 25 | 78 | 3 | 6 | 4 | 219 | 293 | 372 | 665 | 152 | 277 | 26 | 8 | 291 | 83 | — | — | — | — | — | — |
| 2025 | 31 | AAA RAW | 2 teams | — | 298 | 259 | 68 | 16 | 2 | 11 | 35 | 66 | 3 | 6 | 4 | 263 | 357 | 467 | 824 | 205 | 311 | 22 | 12 | 364 | 83 | — | — | — | — | — | — |
| 2026 | 32 | AAA MLE | Oklahoma City Comets | — | 613 | 564 | 147 | 28 | 5 | 11 | 29 | 121 | 11 | 14 | 3 | 261 | 310 | 387 | 696 | 126 | 310 | 20 | 5 | 301 | 90 | — | — | — | — | — | — |
| 2026 | 32 | AAA RAW | Oklahoma City Comets | — | 613 | 546 | 172 | 35 | 5 | 16 | 46 | 101 | 11 | 14 | 3 | 315 | 379 | 485 | 864 | 170 | 358 | 16 | 8 | 378 | 90 | — | — | — | — | — | — |
| 2018 | 24 | A MLE | Greenville Drive | — | 351 | 329 | 72 | 7 | 3 | 7 | 17 | 92 | 2 | 5 | 3 | 219 | 261 | 322 | 583 | 103 | 275 | 26 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2019 | 25 | A+ MLE | Salem Red Sox | — | 527 | 484 | 97 | 17 | 5 | 2 | 32 | 159 | 6 | 11 | 10 | 200 | 261 | 269 | 529 | 68 | 282 | 30 | 6 | 239 | 48 | — | — | — | — | — | — |
| 2021 | 27 | AA MLE | 2 teams | — | 412 | 376 | 81 | 25 | 4 | 13 | 24 | 96 | 9 | 4 | 5 | 215 | 279 | 407 | 686 | 191 | 248 | 23 | 6 | 290 | 82 | — | — | — | — | — | — |
| 2022 | 28 | AAA MLE | Worcester Red Sox | — | 520 | 471 | 81 | 18 | 4 | 12 | 34 | 160 | 10 | 6 | 5 | 172 | 245 | 304 | 548 | 132 | 219 | 31 | 7 | 240 | 49 | — | — | — | — | — | — |
| 2023 | 29 | AAA MLE | 2 teams | — | 398 | 364 | 73 | 16 | 7 | 9 | 29 | 125 | 2 | 9 | 7 | 201 | 263 | 357 | 620 | 157 | 267 | 31 | 7 | 268 | 68 | — | — | — | — | — | — |
| 2024 | 30 | AAA MLE | 2 teams | — | 494 | 449 | 86 | 16 | 3 | 10 | 31 | 139 | 11 | 4 | 3 | 192 | 262 | 307 | 569 | 116 | 250 | 28 | 6 | 252 | 57 | — | — | — | — | — | — |
| 2025 | 31 | AAA MLE | 2 teams | — | 298 | 268 | 59 | 13 | 2 | 8 | 25 | 78 | 3 | 6 | 4 | 220 | 293 | 373 | 666 | 153 | 279 | 26 | 8 | 291 | 83 | — | — | — | — | — | — |
| 2026 | 32 | AAA MLE | Oklahoma City Comets | — | 613 | 568 | 147 | 28 | 5 | 11 | 29 | 121 | 11 | 14 | 3 | 259 | 310 | 384 | 693 | 125 | 302 | 20 | 5 | 301 | 90 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 30 | AAA MLE | 2 teams | — | 494 | 449 | 86 | 16 | 3 | 10 | 31 | 139 | 11 | 4 | 3 | 192 | 262 | 307 | 569 | 116 | 250 | 28 | 6 | 252 | 57 | — | — | — | — | — | — |
| 2025 | 31 | AAA MLE | 2 teams | — | 298 | 268 | 59 | 13 | 2 | 8 | 25 | 78 | 3 | 6 | 4 | 220 | 293 | 373 | 666 | 153 | 279 | 26 | 8 | 291 | 83 | — | — | — | — | — | — |
| 2026 | 32 | AAA MLE | Oklahoma City Comets | — | 613 | 568 | 147 | 28 | 5 | 11 | 29 | 121 | 11 | 14 | 3 | 259 | 310 | 384 | 693 | 125 | 302 | 20 | 5 | 301 | 90 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 33 | MLB MLE | LAD | 10% | 533 | 489 | 120 | 22 | 3 | 16 | 31 | 119 | 8 | 10 | 2 | 245 | 301 | 401 | 702 | 155 | 291 | 22 | 6 | 311 | 96 | -2 | +1 | -1 | +2 | +12 | 1.0 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 33 | MLB CTX | LAD | 10% | 46 | 42 | 10 | 2 | 0 | 1 | 3 | 10 | 1 | 1 | 0 | 242 | 298 | 396 | 694 | 155 | 284 | 22 | 7 | 307 | 96 | -0 | +0 | -0 | +0 | +1 | 0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 34 | MLB MLE | LAD | 6% | 402 | 370 | 86 | 15 | 2 | 11 | 23 | 93 | 6 | 4 | 1 | 236 | 292 | 381 | 673 | 145 | 283 | 23 | 6 | 299 | 88 | -6 | +0 | -6 | +1 | +9 | -0.1 |
| 2028 | 34 | MLB CTX | LAD | 6% | 22 | 21 | 5 | 1 | 0 | 1 | 1 | 5 | 0 | 0 | 0 | 233 | 288 | 377 | 665 | 144 | 277 | 23 | 5 | 296 | 88 | -0 | +0 | -0 | +0 | +0 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 75 | 67 | 14 | 1 | 0 | 5 | 8 | 13 | 0 | 1 | 0 | 209 | 293 | 448 | 741 | 239 | 184 | 17 | 11 | 323 | 71 | +0 | +0 | -0 | +3 | +2 | 0.6 | |
| / 162G | — | A+C | — | 650 | 581 | 121 | 9 | 0 | 43 | 69 | 113 | 0 | 9 | 0 | 208 | 292 | 446 | 738 | 238 | 184 | 17 | 11 | 323 | 71 | +4 | +2 | -1 | +28 | +14 | 4.8 | |
| Career | — | MLE | — | 4475 | 4090 | 886 | 174 | 38 | 97 | 271 | 1166 | 67 | 72 | 43 | 217 | 276 | 349 | 625 | 132 | 275 | 26 | 6 | 274 | 71 | -7 | +2 | -6 | +6 | +20 | 1.5 | |
| / 162G | — | MLE | — | 650 | 594 | 129 | 25 | 6 | 14 | 39 | 169 | 10 | 10 | 6 | 217 | 277 | 350 | 627 | 133 | 276 | 26 | 6 | 274 | 71 | -5 | +1 | -4 | +4 | +14 | 1.1 | |
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 AAAOklahoma City Comets · 613 PAwOBA .371 → .301 (−70)K% 16.5% → 19.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.48% | ÷1.000 | ×1.200 | — | — | 19.77% |
| BB% (unintentional) /PA | 7.18% | ÷1.000 | ×0.690 | — | ×0.952 | 4.71% |
| HBP% /PA | 1.79% | — | ×0.940 | — | ×0.952 | 1.61% |
| Singles /BIP | 26.07% | ÷1.000 | ×0.930 | ×0.988 | ×0.952 | 22.81% |
| Doubles /BIP | 7.87% | ÷1.000 | ×0.830 | ×0.988 | ×0.952 | 6.14% |
| Triples /BIP | 1.12% | ÷1.000 | ×0.970 | ×0.988 | ×0.952 | 1.03% |
| Home runs /BIP | 3.60% | ÷1.000 | ×0.700 | — | ×0.952 | 2.40% |
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 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.988.
Result: wOBA .371 → .301; ISO .170 → .128; BABIP .358 → .302. 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 AAASt. Paul Saints · 245 PAwOBA .363 → .282 (−81)K% 23.7% → 28.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.67% | ÷0.989 | ×1.200 | — | — | 28.72% |
| BB% (unintentional) /PA | 11.43% | ÷1.022 | ×0.690 | — | ×0.962 | 7.42% |
| HBP% /PA | 1.22% | — | ×0.940 | — | ×0.962 | 1.11% |
| Singles /BIP | 21.94% | ÷0.944 | ×0.930 | ×0.979 | ×0.962 | 20.34% |
| Doubles /BIP | 10.32% | ÷0.938 | ×0.830 | ×0.979 | ×0.962 | 8.60% |
| Triples /BIP | 1.29% | ÷1.000 | ×0.970 | ×0.979 | ×0.962 | 1.18% |
| Home runs /BIP | 4.52% | ÷1.253 | ×0.700 | — | ×0.962 | 2.43% |
Factors used: league row International League. Park (home-season share, regressed): HR 151, 1B 89, 2B 88, 3B 100, K 98, BB 104 — applied at half strength. Age: age 31 vs a level average of 27.2 → −3.8% on BB/HBP/hit rates (3.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.979.
Result: wOBA .363 → .282; ISO .192 → .132; BABIP .349 → .307. 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 AAAOmaha Storm Chasers · 431 PAwOBA .328 → .252 (−75)K% 23.0% → 28.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.97% | ÷0.976 | ×1.200 | — | — | 28.23% |
| BB% (unintentional) /PA | 9.74% | ÷1.049 | ×0.690 | — | ×0.972 | 6.23% |
| HBP% /PA | 2.32% | — | ×0.940 | — | ×0.972 | 2.12% |
| Singles /BIP | 20.80% | ÷1.007 | ×0.930 | ×0.976 | ×0.972 | 18.22% |
| Doubles /BIP | 6.20% | ÷0.958 | ×0.830 | ×0.976 | ×0.972 | 5.10% |
| Triples /BIP | 1.09% | ÷0.935 | ×0.970 | ×0.976 | ×0.972 | 1.08% |
| Home runs /BIP | 5.11% | ÷1.111 | ×0.700 | — | ×0.972 | 3.13% |
Factors used: league row International League. Park (home-season share, regressed): HR 122, 1B 101, 2B 92, 3B 87, K 95, BB 110 — applied at half strength. Age: age 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.976.
Result: wOBA .328 → .252; ISO .174 → .122; BABIP .294 → .250. 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 AAAWorcester Red Sox · 369 PAwOBA .353 → .268 (−86)K% 26.8% → 31.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.83% | ÷1.023 | ×1.200 | — | — | 31.48% |
| BB% (unintentional) /PA | 10.57% | ÷0.986 | ×0.690 | — | ×0.982 | 7.27% |
| HBP% /PA | 0.54% | — | ×0.940 | — | ×0.982 | 0.50% |
| Singles /BIP | 18.83% | ÷0.996 | ×0.930 | ×0.974 | ×0.982 | 16.82% |
| Doubles /BIP | 10.76% | ÷1.309 | ×0.830 | ×0.974 | ×0.982 | 6.53% |
| Triples /BIP | 2.69% | ÷0.905 | ×0.970 | ×0.974 | ×0.982 | 2.76% |
| Home runs /BIP | 5.38% | ÷1.008 | ×0.700 | — | ×0.982 | 3.67% |
Factors used: league row International League. Park (home-season share, regressed): HR 102, 1B 99, 2B 162, 3B 81, K 105, BB 97 — 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 ×0.974.
Result: wOBA .353 → .268; ISO .224 → .161; BABIP .336 → .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).
2022 AAAWorcester Red Sox · 520 PAwOBA .309 → .240 (−69)K% 26.0% → 30.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.96% | ÷1.013 | ×1.200 | — | — | 30.76% |
| BB% (unintentional) /PA | 9.42% | ÷0.987 | ×0.690 | — | ×0.992 | 6.53% |
| HBP% /PA | 1.92% | — | ×0.940 | — | ×0.992 | 1.79% |
| Singles /BIP | 16.72% | ÷1.010 | ×0.930 | ×0.973 | ×0.992 | 14.86% |
| Doubles /BIP | 8.20% | ÷1.179 | ×0.830 | ×0.973 | ×0.992 | 5.57% |
| Triples /BIP | 1.26% | ÷1.000 | ×0.970 | ×0.973 | ×0.992 | 1.18% |
| Home runs /BIP | 5.05% | ÷0.939 | ×0.700 | — | ×0.992 | 3.73% |
Factors used: league row International League. Park (home-season share, regressed): HR 88, 1B 102, 2B 136, 3B 100, K 103, BB 97 — 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 ×0.973.
Result: wOBA .309 → .240; ISO .181 → .134; BABIP .269 → .219. 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 AAPortland Sea Dogs · 365 PAwOBA .367 → .291 (−75)K% 18.6% → 22.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.63% | ÷1.025 | ×1.220 | — | — | 22.17% |
| BB% (unintentional) /PA | 9.04% | ÷1.078 | ×0.690 | — | ×0.978 | 5.66% |
| HBP% /PA | 2.19% | — | ×0.850 | — | ×0.978 | 1.82% |
| Singles /BIP | 16.21% | ÷1.047 | ×0.940 | ×0.951 | ×0.978 | 13.53% |
| Doubles /BIP | 11.86% | ÷1.064 | ×0.870 | ×0.951 | ×0.978 | 9.02% |
| Triples /BIP | 1.19% | ÷0.900 | ×0.920 | ×0.951 | ×0.978 | 1.13% |
| Home runs /BIP | 5.14% | ÷0.900 | ×0.780 | — | ×0.978 | 4.36% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 80, 1B 109, 2B 113, 3B 80, K 105, BB 116 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.951.
Result: wOBA .367 → .291; ISO .234 → .195; BABIP .305 → .245. 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 AAAWorcester Red Sox · 47 PAwOBA .382 → .279 (−103)K% 27.7% → 32.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.66% | ÷1.021 | ×1.200 | — | — | 32.52% |
| BB% (unintentional) /PA | 8.51% | ÷1.008 | ×0.690 | — | ×1.003 | 5.84% |
| HBP% /PA | 2.13% | — | ×0.940 | — | ×1.003 | 2.01% |
| Singles /BIP | 17.24% | ÷0.974 | ×0.930 | — | ×1.003 | 16.52% |
| Doubles /BIP | 6.90% | ÷0.992 | ×0.830 | — | ×1.003 | 5.79% |
| Triples /BIP | 3.45% | ÷1.023 | ×0.920 | — | ×1.003 | 3.11% |
| Home runs /BIP | 10.34% | ÷1.318 | ×0.700 | — | ×1.003 | 5.51% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 164, 1B 95, 2B 98, 3B 105, K 104, BB 102 — 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).
Result: wOBA .382 → .279; ISO .310 → .190; BABIP .308 → .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).
2019 A+Salem Red Sox · 527 PAwOBA .321 → .239 (−82)K% 20.3% → 30.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.30% | ÷0.958 | ×1.420 | — | — | 30.10% |
| BB% (unintentional) /PA | 9.49% | ÷0.968 | ×0.630 | — | ×0.978 | 6.04% |
| HBP% /PA | 1.14% | — | ×0.860 | — | ×0.978 | 0.96% |
| Singles /BIP | 25.42% | ÷1.003 | ×0.940 | ×0.950 | ×0.978 | 22.14% |
| Doubles /BIP | 7.06% | ÷1.070 | ×0.830 | ×0.950 | ×0.978 | 5.09% |
| Triples /BIP | 1.98% | ÷0.972 | ×0.800 | ×0.950 | ×0.978 | 1.51% |
| Home runs /BIP | 0.85% | ÷1.080 | ×0.900 | — | ×0.978 | 0.69% |
Factors used: league row CAR. Park (home-season share, regressed): HR 116, 1B 101, 2B 114, 3B 94, K 92, BB 94 — 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 ×0.950.
Result: wOBA .321 → .239; ISO .104 → .073; BABIP .339 → .282. 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 — .