Raudy Read
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2022 | 28 | AAA/AACWS | 364 | .303/.402/.557 | 18 | 0 | 113 | — | .257/.330/.450 |
| 2023 | 29 | INTLNicaragua | 19 | .312/.389/.438 | 0 | 0 | 124 | — | |
| 2025 | 31 | INTLAguilas de Me… | 48 | .244/.354/.341 | 1 | 0 | 105 | — |
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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.
| 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) | |||||||||||||||||||||||||||||||
| 2011 | 17 | ROK | DSL Nationals | — | 150 | 140 | 22 | 5 | 1 | 4 | 4 | 20 | 4 | 1 | 1 | 157 | 203 | 293 | 496 | 136 | 153 | 13 | 3 | 220 | -27 | — | — | — | — | — | — |
| 2012 | 18 | ROK | DSL Nationals | — | 256 | 227 | 57 | 16 | 0 | 9 | 18 | 33 | 8 | 3 | 3 | 251 | 328 | 441 | 769 | 189 | 255 | 13 | 7 | 339 | 28 | — | — | — | — | — | — |
| 2013 | 19 | ROK | GCL Nationals | — | 158 | 147 | 37 | 5 | 0 | 2 | 6 | 17 | 2 | 2 | 6 | 252 | 290 | 327 | 617 | 75 | 269 | 11 | 4 | 275 | 22 | — | — | — | — | — | — |
| 2015 | 21 | A+ | Potomac Nationals | — | 20 | 18 | 7 | 2 | 0 | 0 | 2 | 3 | 0 | 0 | 0 | 389 | 450 | 500 | 950 | 111 | 467 | 15 | 10 | 424 | 116 | — | — | — | — | — | — |
| 2015 | 21 | A | Hagerstown Suns | — | 327 | 295 | 72 | 20 | 1 | 5 | 25 | 50 | 3 | 4 | 3 | 244 | 310 | 369 | 679 | 125 | 276 | 15 | 8 | 303 | 43 | — | — | — | — | — | — |
| 2016 | 22 | A+ | Potomac Nationals | — | 426 | 386 | 101 | 30 | 1 | 9 | 31 | 53 | 6 | 6 | 3 | 262 | 326 | 415 | 741 | 153 | 281 | 12 | 7 | 329 | 68 | — | — | — | — | — | — |
| 2017 | 23 | AA | Harrisburg Senators | — | 442 | 411 | 109 | 25 | 1 | 17 | 27 | 79 | 2 | 2 | 0 | 265 | 314 | 455 | 769 | 190 | 290 | 18 | 6 | 337 | 77 | — | — | — | — | — | — |
| 2017 | 23 | INTL | Toros del Este | — | 27 | 27 | 7 | 0 | 0 | 3 | 0 | 9 | 0 | 0 | 0 | 259 | 259 | 593 | 852 | 333 | 267 | 33 | 0 | 365 | 133 | — | — | — | — | — | — |
| 2018 | 24 | AAA | Syracuse Chiefs | — | 52 | 50 | 13 | 2 | 0 | 0 | 1 | 8 | 0 | 0 | 0 | 260 | 275 | 300 | 575 | 40 | 302 | 15 | 2 | 254 | 38 | — | — | — | — | — | — |
| 2018 | 24 | AA | Harrisburg Senators | — | 161 | 147 | 42 | 9 | 2 | 3 | 11 | 30 | 1 | 0 | 0 | 286 | 340 | 435 | 775 | 150 | 336 | 19 | 7 | 340 | 78 | — | — | — | — | — | — |
| 2018 | 24 | INTL | Toros del Este | — | 34 | 30 | 6 | 1 | 0 | 0 | 3 | 6 | 0 | 0 | 0 | 200 | 273 | 233 | 506 | 33 | 250 | 18 | 9 | 232 | 43 | — | — | — | — | — | — |
| 2019 | 25 | AAA | Fresno Grizzlies | — | 328 | 306 | 84 | 17 | 3 | 20 | 17 | 58 | 3 | 1 | 1 | 275 | 319 | 546 | 865 | 271 | 278 | 18 | 5 | 372 | 82 | — | — | — | — | — | — |
| 2020 | 26 | INTL | Toros del Este | — | 31 | 24 | 3 | 0 | 0 | 0 | 7 | 9 | 0 | 0 | 0 | 125 | 323 | 125 | 448 | 200 | 29 | 23 | 245 | 52 | — | — | — | — | — | — | |
| 2021 | 27 | AAA | Rochester Red Wings | — | 86 | 80 | 23 | 5 | 0 | 6 | 3 | 26 | 2 | 0 | 0 | 287 | 329 | 575 | 904 | 287 | 347 | 30 | 3 | 388 | 79 | — | — | — | — | — | — |
| 2021 | 27 | A | Fredericksburg Nationals | — | 17 | 11 | 3 | 0 | 0 | 1 | 5 | 2 | 1 | 0 | 0 | 273 | 529 | 545 | 1.075 | 273 | 250 | 12 | 29 | 477 | 124 | — | — | — | — | — | — |
| 2022 | 28 | AAA | Charlotte Knights | — | 35 | 32 | 10 | 1 | 0 | 1 | 3 | 7 | 0 | 0 | 0 | 312 | 371 | 438 | 809 | 125 | 375 | 20 | 9 | 363 | 70 | — | — | — | — | — | — |
| 2022 | 28 | AA | Birmingham Barons | — | 329 | 275 | 83 | 21 | 1 | 17 | 43 | 61 | 5 | 0 | 0 | 302 | 406 | 571 | 976 | 269 | 325 | 19 | 13 | 418 | 118 | — | — | — | — | — | — |
| 2023 | 29 | INTL | Nicaragua | — | 19 | 16 | 5 | 2 | 0 | 0 | 2 | 4 | 0 | 0 | 0 | 312 | 389 | 438 | 826 | 125 | 385 | 21 | 11 | 351 | 124 | — | — | — | — | — | — |
| 2025 | 31 | INTL | Aguilas de Mexicali | — | 48 | 41 | 10 | 1 | 0 | 1 | 7 | 9 | 0 | 0 | 0 | 244 | 354 | 341 | 696 | 98 | 290 | 19 | 15 | 323 | 105 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2011 | 17 | ROK MLE | DSL Nationals | — | 150 | 141 | 14 | 3 | 1 | 2 | 3 | 24 | 4 | 1 | 1 | 99 | 142 | 177 | 319 | 78 | 94 | 16 | 2 | 129 | -27 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Nationals | — | 256 | 235 | 37 | 10 | 0 | 4 | 10 | 40 | 8 | 3 | 3 | 157 | 217 | 251 | 468 | 94 | 166 | 16 | 4 | 210 | 28 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | GCL Nationals | — | 158 | 149 | 28 | 3 | 0 | 2 | 4 | 24 | 2 | 2 | 6 | 188 | 219 | 248 | 468 | 60 | 206 | 15 | 3 | 200 | 22 | — | — | — | — | — | — |
| 2015 | 21 | A+ MLE | Potomac Nationals | — | 20 | 19 | 6 | 2 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 316 | 350 | 421 | 771 | 105 | 418 | 20 | 5 | 339 | 116 | — | — | — | — | — | — |
| 2015 | 21 | A MLE | Hagerstown Suns | — | 327 | 304 | 59 | 16 | 1 | 4 | 16 | 69 | 3 | 4 | 3 | 194 | 241 | 293 | 534 | 99 | 229 | 21 | 5 | 232 | 43 | — | — | — | — | — | — |
| 2016 | 22 | A+ MLE | Potomac Nationals | — | 426 | 400 | 91 | 24 | 1 | 8 | 17 | 77 | 6 | 6 | 3 | 228 | 270 | 352 | 622 | 125 | 258 | 18 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2017 | 23 | AA MLE | Harrisburg Senators | — | 442 | 419 | 97 | 21 | 1 | 14 | 19 | 94 | 2 | 2 | 0 | 232 | 268 | 387 | 655 | 155 | 265 | 21 | 4 | 282 | 77 | — | — | — | — | — | — |
| 2018 | 24 | AAA MLE | Syracuse Chiefs | — | 52 | 51 | 12 | 2 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 235 | 235 | 275 | 510 | 39 | 274 | 17 | 0 | 225 | 38 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | Harrisburg Senators | — | 161 | 151 | 37 | 7 | 2 | 2 | 7 | 37 | 1 | 0 | 0 | 245 | 283 | 358 | 641 | 113 | 300 | 23 | 4 | 283 | 78 | — | — | — | — | — | — |
| 2019 | 25 | AAA MLE | Fresno Grizzlies | — | 328 | 313 | 69 | 13 | 2 | 16 | 10 | 78 | 3 | 1 | 1 | 220 | 252 | 428 | 680 | 208 | 238 | 24 | 3 | 289 | 82 | — | — | — | — | — | — |
| 2021 | 27 | AAA MLE | Rochester Red Wings | — | 86 | 81 | 18 | 4 | 0 | 4 | 2 | 32 | 2 | 0 | 0 | 222 | 259 | 420 | 679 | 198 | 291 | 37 | 2 | 285 | 79 | — | — | — | — | — | — |
| 2021 | 27 | A MLE | Fredericksburg Nationals | — | 17 | 14 | 3 | 0 | 0 | 1 | 2 | 3 | 1 | 0 | 0 | 214 | 353 | 429 | 782 | 214 | 206 | 18 | 12 | 352 | 124 | — | — | — | — | — | — |
| 2022 | 28 | AAA MLE | Charlotte Knights | — | 35 | 33 | 8 | 1 | 0 | 0 | 2 | 9 | 0 | 0 | 0 | 242 | 286 | 273 | 558 | 30 | 330 | 26 | 6 | 272 | 70 | — | — | — | — | — | — |
| 2022 | 28 | AA MLE | Birmingham Barons | — | 329 | 290 | 75 | 20 | 1 | 13 | 28 | 75 | 5 | 0 | 0 | 259 | 334 | 469 | 803 | 210 | 288 | 23 | 9 | 342 | 118 | — | — | — | — | — | — |
| 2011 | 17 | ROK MLE | DSL Nationals | — | 150 | 141 | 14 | 3 | 1 | 2 | 3 | 24 | 4 | 1 | 1 | 99 | 142 | 177 | 319 | 78 | 103 | 16 | 2 | 129 | -27 | — | — | — | — | — | — |
| 2011 | 17 | ROK RAW | DSL Nationals | — | 150 | 140 | 22 | 5 | 1 | 4 | 4 | 20 | 4 | 1 | 1 | 157 | 203 | 293 | 496 | 136 | 153 | 13 | 3 | 220 | -27 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Nationals | — | 256 | 235 | 37 | 10 | 0 | 4 | 10 | 40 | 8 | 3 | 3 | 157 | 217 | 251 | 468 | 94 | 170 | 16 | 4 | 210 | 28 | — | — | — | — | — | — |
| 2012 | 18 | ROK RAW | DSL Nationals | — | 256 | 227 | 57 | 16 | 0 | 9 | 18 | 33 | 8 | 3 | 3 | 251 | 328 | 441 | 769 | 189 | 255 | 13 | 7 | 339 | 28 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | GCL Nationals | — | 158 | 149 | 28 | 3 | 0 | 2 | 4 | 24 | 2 | 2 | 6 | 188 | 219 | 248 | 468 | 60 | 208 | 15 | 3 | 200 | 22 | — | — | — | — | — | — |
| 2013 | 19 | ROK RAW | GCL Nationals | — | 158 | 147 | 37 | 5 | 0 | 2 | 6 | 17 | 2 | 2 | 6 | 252 | 290 | 327 | 617 | 75 | 269 | 11 | 4 | 275 | 22 | — | — | — | — | — | — |
| 2015 | 21 | A MLE | 2 teams | — | 347 | 323 | 65 | 17 | 1 | 4 | 17 | 73 | 3 | 4 | 3 | 201 | 248 | 297 | 545 | 96 | 245 | 21 | 5 | 238 | 47 | — | — | — | — | — | — |
| 2015 | 21 | A RAW | 2 teams | — | 347 | 313 | 79 | 22 | 1 | 5 | 27 | 53 | 3 | 4 | 3 | 252 | 318 | 377 | 695 | 125 | 287 | 15 | 8 | 310 | 47 | — | — | — | — | — | — |
| 2016 | 22 | A+ MLE | Potomac Nationals | — | 426 | 400 | 91 | 24 | 1 | 8 | 17 | 77 | 6 | 6 | 3 | 228 | 270 | 352 | 622 | 125 | 261 | 18 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2016 | 22 | A+ RAW | Potomac Nationals | — | 426 | 386 | 101 | 30 | 1 | 9 | 31 | 53 | 6 | 6 | 3 | 262 | 326 | 415 | 741 | 153 | 281 | 12 | 7 | 329 | 68 | — | — | — | — | — | — |
| 2017 | 23 | AA MLE | 2 teams | — | 469 | 444 | 102 | 22 | 1 | 14 | 21 | 100 | 2 | 2 | 0 | 230 | 268 | 378 | 646 | 149 | 265 | 21 | 4 | 282 | 77 | — | — | — | — | — | — |
| 2017 | 23 | AA RAW | 2 teams | — | 469 | 438 | 116 | 25 | 1 | 20 | 27 | 88 | 2 | 2 | 0 | 265 | 310 | 463 | 774 | 199 | 289 | 19 | 6 | 339 | 77 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | 3 teams | — | 247 | 233 | 57 | 11 | 2 | 3 | 9 | 54 | 1 | 0 | 0 | 245 | 276 | 348 | 623 | 103 | 302 | 22 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2018 | 24 | AA RAW | 3 teams | — | 247 | 227 | 61 | 12 | 2 | 3 | 15 | 44 | 1 | 0 | 0 | 269 | 317 | 379 | 696 | 110 | 317 | 18 | 6 | 307 | 68 | — | — | — | — | — | — |
| 2019 | 25 | AAA MLE | Fresno Grizzlies | — | 328 | 313 | 69 | 13 | 2 | 16 | 10 | 78 | 3 | 1 | 1 | 220 | 252 | 428 | 680 | 208 | 240 | 24 | 3 | 289 | 82 | — | — | — | — | — | — |
| 2019 | 25 | AAA RAW | Fresno Grizzlies | — | 328 | 306 | 84 | 17 | 3 | 20 | 17 | 58 | 3 | 1 | 1 | 275 | 319 | 546 | 865 | 271 | 278 | 18 | 5 | 372 | 82 | — | — | — | — | — | — |
| 2020 | 26 | INTL MLE | Toros del Este | — | 31 | 24 | 3 | 0 | 0 | 0 | 7 | 9 | 0 | 0 | 0 | 125 | 323 | 125 | 448 | 200 | 29 | 23 | — | — | — | — | — | — | — | — | |
| 2020 | 26 | INTL RAW | Toros del Este | — | 31 | 24 | 3 | 0 | 0 | 0 | 7 | 9 | 0 | 0 | 0 | 125 | 323 | 125 | 448 | 200 | 29 | 23 | 245 | 52 | — | — | — | — | — | — | |
| 2021 | 27 | AAA MLE | 2 teams | — | 103 | 95 | 21 | 4 | 0 | 5 | 4 | 35 | 3 | 0 | 0 | 221 | 275 | 421 | 696 | 200 | 286 | 34 | 4 | 296 | 87 | — | — | — | — | — | — |
| 2021 | 27 | AAA RAW | 2 teams | — | 103 | 91 | 26 | 5 | 0 | 7 | 8 | 28 | 3 | 0 | 0 | 286 | 363 | 571 | 934 | 286 | 333 | 27 | 8 | 402 | 87 | — | — | — | — | — | — |
| 2022 | 28 | AA MLE | 2 teams | — | 364 | 323 | 83 | 21 | 1 | 13 | 30 | 84 | 5 | 0 | 0 | 257 | 330 | 449 | 779 | 192 | 302 | 23 | 8 | 335 | 113 | — | — | — | — | — | — |
| 2022 | 28 | AA RAW | 2 teams | — | 364 | 307 | 93 | 22 | 1 | 18 | 46 | 68 | 5 | 0 | 0 | 303 | 402 | 557 | 959 | 254 | 330 | 19 | 13 | 412 | 113 | — | — | — | — | — | — |
| 2023 | 29 | INTL MLE | Nicaragua | — | 19 | 16 | 5 | 2 | 0 | 0 | 2 | 4 | 0 | 0 | 0 | 312 | 389 | 438 | 826 | 125 | 385 | 21 | 11 | — | — | — | — | — | — | — | — |
| 2023 | 29 | INTL RAW | Nicaragua | — | 19 | 16 | 5 | 2 | 0 | 0 | 2 | 4 | 0 | 0 | 0 | 312 | 389 | 438 | 826 | 125 | 385 | 21 | 11 | 351 | 124 | — | — | — | — | — | — |
| 2025 | 31 | INTL MLE | Aguilas de Mexicali | — | 48 | 41 | 10 | 1 | 0 | 1 | 7 | 9 | 0 | 0 | 0 | 244 | 354 | 341 | 696 | 98 | 290 | 19 | 15 | — | — | — | — | — | — | — | — |
| 2025 | 31 | INTL RAW | Aguilas de Mexicali | — | 48 | 41 | 10 | 1 | 0 | 1 | 7 | 9 | 0 | 0 | 0 | 244 | 354 | 341 | 696 | 98 | 290 | 19 | 15 | 323 | 105 | — | — | — | — | — | — |
| 2011 | 17 | ROK MLE | DSL Nationals | — | 150 | 142 | 14 | 3 | 1 | 2 | 3 | 24 | 4 | 1 | 1 | 99 | 142 | 176 | 318 | 77 | 94 | 16 | 2 | 129 | -27 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Nationals | — | 256 | 236 | 37 | 10 | 0 | 4 | 10 | 40 | 8 | 3 | 3 | 157 | 217 | 250 | 467 | 93 | 166 | 16 | 4 | 210 | 28 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | GCL Nationals | — | 158 | 151 | 28 | 3 | 0 | 2 | 4 | 24 | 2 | 2 | 6 | 185 | 219 | 245 | 464 | 60 | 206 | 15 | 3 | 200 | 22 | — | — | — | — | — | — |
| 2015 | 21 | A MLE | 2 teams | — | 347 | 324 | 65 | 17 | 1 | 4 | 17 | 73 | 3 | 4 | 3 | 201 | 248 | 296 | 544 | 96 | 240 | 21 | 5 | 238 | 47 | — | — | — | — | — | — |
| 2016 | 22 | A+ MLE | Potomac Nationals | — | 426 | 400 | 91 | 24 | 1 | 8 | 17 | 77 | 6 | 6 | 3 | 228 | 270 | 352 | 622 | 125 | 258 | 18 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2017 | 23 | AA MLE | 2 teams | — | 469 | 443 | 102 | 22 | 1 | 14 | 21 | 100 | 2 | 2 | 0 | 230 | 268 | 379 | 647 | 149 | 265 | 21 | 4 | 282 | 77 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | 3 teams | — | 247 | 235 | 57 | 11 | 2 | 3 | 9 | 54 | 1 | 0 | 0 | 243 | 276 | 345 | 620 | 102 | 294 | 22 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2019 | 25 | AAA MLE | Fresno Grizzlies | — | 328 | 312 | 69 | 13 | 2 | 16 | 10 | 78 | 3 | 1 | 1 | 221 | 252 | 429 | 681 | 208 | 238 | 24 | 3 | 289 | 82 | — | — | — | — | — | — |
| 2021 | 27 | AAA MLE | 2 teams | — | 103 | 95 | 21 | 4 | 0 | 5 | 4 | 35 | 3 | 0 | 0 | 221 | 275 | 421 | 696 | 200 | 277 | 34 | 4 | 296 | 87 | — | — | — | — | — | — |
| 2022 | 28 | AA MLE | 2 teams | — | 364 | 326 | 83 | 21 | 1 | 13 | 30 | 84 | 5 | 0 | 0 | 255 | 330 | 445 | 774 | 190 | 292 | 23 | 8 | 335 | 113 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 2946 | 2737 | 585 | 131 | 9 | 72 | 141 | 611 | 37 | 19 | 17 | 214 | 262 | 347 | 609 | 133 | 246 | 21 | 5 | 254 | 58 | -147 | -3 | -0 | +53 | +64 | -3.5 | |
| / 162G | — | MLE | — | 650 | 604 | 129 | 29 | 2 | 16 | 31 | 135 | 8 | 4 | 4 | 214 | 261 | 348 | 609 | 134 | 246 | 21 | 5 | 254 | 58 | -33 | -1 | -0 | +12 | +14 | -0.8 | |
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.
2022 AABirmingham Barons · 329 PAwOBA .414 → .342 (−73)K% 18.5% → 22.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.54% | ÷0.988 | ×1.220 | — | — | 22.90% |
| BB% (unintentional) /PA | 13.07% | ÷0.993 | ×0.680 | — | ×0.958 | 8.58% |
| HBP% /PA | 1.52% | — | ×0.840 | — | ×0.958 | 1.22% |
| Singles /BIP | 20.56% | ÷1.000 | ×0.920 | ×1.013 | ×0.958 | 18.37% |
| Doubles /BIP | 9.81% | ÷0.947 | ×0.910 | ×1.013 | ×0.958 | 9.15% |
| Triples /BIP | 0.47% | ÷0.987 | ×0.880 | ×1.013 | ×0.958 | 0.40% |
| Home runs /BIP | 7.94% | ÷1.056 | ×0.800 | — | ×0.958 | 5.76% |
Factors used: league row SL. Park (home-season share, regressed): HR 111, 1B 100, 2B 89, 3B 97, K 98, BB 99 — applied at half strength. Age: age 29 vs a level average of 24.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.013.
Result: wOBA .414 → .342; ISO .269 → .219; BABIP .325 → .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).
2022 AAACharlotte Knights · 35 PAwOBA .353 → .272 (−81)K% 20.0% → 24.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷0.975 | ×1.200 | — | — | 24.63% |
| BB% (unintentional) /PA | 8.57% | ÷1.028 | ×0.690 | — | ×0.982 | 5.65% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 32.00% | ÷1.003 | ×0.930 | — | ×0.982 | 29.15% |
| Doubles /BIP | 4.00% | ÷1.028 | ×0.830 | — | ×0.982 | 3.17% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | — | ×0.982 | 0.00% |
| Home runs /BIP | 4.00% | ÷1.421 | ×0.700 | — | ×0.982 | 1.93% |
Factors used: league row International League. Park (home-season share, regressed): HR 184, 1B 101, 2B 106, 3B 80, K 95, BB 106 — 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).
Result: wOBA .353 → .272; ISO .125 → .068; BABIP .375 → .330. 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 AAARochester Red Wings · 86 PAwOBA .380 → .285 (−95)K% 30.2% → 37.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.23% | ÷0.979 | ×1.200 | — | — | 37.05% |
| BB% (unintentional) /PA | 3.49% | ÷1.014 | ×0.690 | — | ×0.992 | 2.35% |
| HBP% /PA | 2.33% | — | ×0.940 | — | ×0.992 | 2.17% |
| Singles /BIP | 22.22% | ÷0.994 | ×0.930 | ×0.972 | ×0.992 | 20.03% |
| Doubles /BIP | 9.26% | ÷1.005 | ×0.830 | ×0.972 | ×0.992 | 7.37% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×0.972 | ×0.992 | 0.00% |
| Home runs /BIP | 11.11% | ÷0.968 | ×0.700 | — | ×0.992 | 7.97% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 99, 2B 101, 3B 130, K 96, BB 103 — 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 ×0.972.
Result: wOBA .380 → .285; ISO .287 → .196; BABIP .347 → .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).
2021 AFredericksburg Nationals · 17 PAwOBA .453 → .352 (−101)K% 11.8% → 16.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.76% | ÷0.967 | ×1.360 | — | — | 16.54% |
| BB% (unintentional) /PA | 23.53% | ÷1.100 | ×0.690 | — | ×0.940 | 13.88% |
| HBP% /PA | 5.88% | — | ×0.780 | — | ×0.940 | 4.31% |
| Singles /BIP | 22.22% | ÷1.006 | ×0.920 | — | ×0.940 | 19.11% |
| Doubles /BIP | 0.00% | ÷0.942 | ×0.830 | — | ×0.940 | 0.00% |
| Triples /BIP | 0.00% | ÷0.901 | ×0.910 | — | ×0.940 | 0.00% |
| Home runs /BIP | 11.11% | ÷1.159 | ×0.800 | — | ×0.940 | 7.21% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 132, 1B 101, 2B 88, 3B 80, K 93, BB 120 — applied at half strength. Age: age 28 vs a level average of 22.0 → −6.0% on BB/HBP/hit rates (6.0 yr older than average).
Result: wOBA .453 → .352; ISO .273 → .218; BABIP .250 → .206. 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 AAAFresno Grizzlies · 328 PAwOBA .361 → .289 (−71)K% 17.7% → 23.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.68% | ÷0.953 | ×1.290 | — | — | 23.94% |
| BB% (unintentional) /PA | 4.27% | ÷0.990 | ×0.710 | — | ×1.018 | 3.11% |
| HBP% /PA | 0.91% | — | ×0.980 | — | ×1.018 | 0.91% |
| Singles /BIP | 17.74% | ÷0.959 | ×0.900 | ×0.950 | ×1.018 | 16.10% |
| Doubles /BIP | 6.85% | ÷0.976 | ×0.810 | ×0.950 | ×1.018 | 5.50% |
| Triples /BIP | 1.21% | ÷1.140 | ×0.810 | ×0.950 | ×1.018 | 0.83% |
| Home runs /BIP | 8.06% | ÷0.962 | ×0.780 | — | ×1.018 | 6.66% |
Factors used: league row PCL. Park (home-season share, regressed): HR 92, 1B 92, 2B 95, 3B 128, K 91, BB 98 — 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 ×0.950.
Result: wOBA .361 → .289; ISO .271 → .210; BABIP .278 → .238. 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).
2018 AAHarrisburg Senators · 161 PAwOBA .335 → .283 (−52)K% 18.6% → 23.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.63% | ÷0.987 | ×1.220 | — | — | 23.03% |
| BB% (unintentional) /PA | 6.83% | ÷1.037 | ×0.700 | — | ×0.998 | 4.60% |
| HBP% /PA | 0.62% | — | ×0.850 | — | ×0.998 | 0.53% |
| Singles /BIP | 23.93% | ÷1.017 | ×0.970 | ×0.970 | ×0.998 | 22.11% |
| Doubles /BIP | 7.69% | ÷1.012 | ×0.860 | ×0.970 | ×0.998 | 6.33% |
| Triples /BIP | 1.71% | ÷1.070 | ×0.950 | ×0.970 | ×0.998 | 1.47% |
| Home runs /BIP | 2.56% | ÷0.925 | ×0.780 | — | ×0.998 | 2.16% |
Factors used: league row EL. Park (home-season share, regressed): HR 85, 1B 103, 2B 102, 3B 114, K 97, BB 107 — 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 ×0.970.
Result: wOBA .335 → .283; ISO .150 → .124; BABIP .336 → .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).
2018 AAASyracuse Chiefs · 52 PAwOBA .243 → .225 (−19)K% 15.4% → 17.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.38% | ÷1.044 | ×1.200 | — | — | 17.68% |
| BB% (unintentional) /PA | 0.00% | ÷0.956 | ×0.690 | — | ×1.033 | 0.00% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.033 | 0.00% |
| Singles /BIP | 26.19% | ÷1.044 | ×0.930 | ×0.984 | ×1.033 | 23.73% |
| Doubles /BIP | 4.76% | ÷0.933 | ×0.830 | ×0.984 | ×1.033 | 4.31% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×0.984 | ×1.033 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.205 | ×0.840 | — | ×1.033 | 0.00% |
Factors used: league row IL. Park (home-season share, regressed): HR 141, 1B 109, 2B 87, 3B 80, K 109, BB 91 — 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 ×0.984.
Result: wOBA .243 → .225; ISO .040 → .037; BABIP .302 → .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).
2017 AAHarrisburg Senators · 442 PAwOBA .329 → .282 (−48)K% 17.9% → 21.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.87% | ÷1.022 | ×1.220 | — | — | 21.33% |
| BB% (unintentional) /PA | 6.11% | ÷0.974 | ×0.700 | — | ×1.012 | 4.44% |
| HBP% /PA | 0.45% | — | ×0.850 | — | ×1.012 | 0.39% |
| Singles /BIP | 19.88% | ÷1.016 | ×0.970 | ×0.981 | ×1.012 | 18.84% |
| Doubles /BIP | 7.53% | ÷0.998 | ×0.860 | ×0.981 | ×1.012 | 6.44% |
| Triples /BIP | 0.30% | ÷0.906 | ×0.950 | ×0.981 | ×1.012 | 0.31% |
| Home runs /BIP | 5.12% | ÷0.970 | ×0.780 | — | ×1.012 | 4.17% |
Factors used: league row EL. Park (home-season share, regressed): HR 94, 1B 103, 2B 100, 3B 81, K 104, BB 95 — 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 ×0.981.
Result: wOBA .329 → .282; ISO .190 → .155; BABIP .290 → .265. 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 — .