Andy Parrino
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2014 | 28 | AAASF | 482 | .274/.352/.384 | 7 | 7 | 61 | — | .220/.283/.299 | |
| 2014 | 28 | MLBOakland Athle… | 51 | .152/.220/.283 | 1 | 0 | 40 | 0.5 | ||
| 2015 | 29 | AAAMIL | 321 | .272/.345/.376 | 5 | 0 | 59 | — | .219/.273/.293 | |
| 2016 | 30 | AAACWS | 191 | .213/.271/.276 | 1 | 2 | 19 | — | .179/.218/.235 | |
| 2017 | 31 | No MLB games played | ||||||||
| 2018 | 32 | No MLB games played | ||||||||
| 2019 | 33 | No MLB games played | ||||||||
| 2020 | 34 | No MLB games played | ||||||||
| 2021 | 35 | No MLB games played | ||||||||
| 2022 | 36 | No MLB games played | ||||||||
| 2023 | 37 | No MLB games played | ||||||||
| 2024 | 38 | No MLB games played | ||||||||
| 2025 | 39 | No MLB games played | ||||||||
| 2026 | 40 | No MLB games played | ||||||||
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) | |||||||||||||||||||||||||||||||
| 2008 | 22 | A | Fort Wayne Wizards | — | 487 | 405 | 102 | 20 | 0 | 7 | 71 | 127 | 4 | 8 | 5 | 252 | 369 | 353 | 722 | 101 | 347 | 26 | 15 | 330 | 59 | — | — | — | — | — | — |
| 2009 | 23 | A+ | Lake Elsinore Storm | — | 371 | 311 | 73 | 16 | 1 | 2 | 51 | 85 | 4 | 8 | 2 | 235 | 350 | 312 | 662 | 77 | 311 | 23 | 14 | 307 | 47 | — | — | — | — | — | — |
| 2009 | 23 | A | Fort Wayne TinCaps | — | 21 | 18 | 9 | 2 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 500 | 571 | 611 | 1.183 | 111 | 600 | 14 | 14 | 524 | 174 | — | — | — | — | — | — |
| 2010 | 24 | AA | San Antonio Missions | — | 492 | 410 | 101 | 28 | 4 | 11 | 68 | 115 | 8 | 4 | 2 | 246 | 364 | 415 | 779 | 168 | 315 | 23 | 14 | 348 | 90 | — | — | — | — | — | — |
| 2010 | 24 | INTL | Peoria Saguaros | — | 73 | 63 | 22 | 7 | 0 | 0 | 9 | 21 | 0 | 0 | 1 | 349 | 431 | 460 | 891 | 111 | 512 | 29 | 12 | 395 | 154 | — | — | — | — | — | — |
| 2011 | 25 | MLB | San Diego Padres | — | 55 | 44 | 8 | 1 | 0 | 0 | 9 | 17 | 1 | 1 | 0 | 182 | 333 | 205 | 538 | 23 | 286 | 31 | 16 | 266 | 59 | -3 | +0 | +4 | +2 | +1 | 0.4 |
| 2011 | 25 | AAA | Tucson Padres | — | 178 | 153 | 50 | 13 | 1 | 3 | 16 | 25 | 5 | 2 | 1 | 327 | 408 | 484 | 892 | 157 | 364 | 14 | 9 | 389 | 101 | — | — | — | — | — | — |
| 2011 | 25 | AA | San Antonio Missions | — | 179 | 152 | 46 | 7 | 1 | 9 | 22 | 40 | 1 | 3 | 1 | 303 | 394 | 539 | 934 | 237 | 349 | 22 | 12 | 400 | 104 | — | — | — | — | — | — |
| 2011 | 25 | INTL | Gigantes del Cibao | — | 66 | 52 | 10 | 2 | 0 | 0 | 11 | 17 | 0 | 3 | 0 | 192 | 333 | 231 | 564 | 38 | 278 | 26 | 17 | 265 | 65 | — | — | — | — | — | — |
| 2012 | 26 | MLB | San Diego Padres | — | 138 | 116 | 24 | 5 | 0 | 1 | 17 | 35 | 2 | 1 | 0 | 207 | 319 | 276 | 594 | 69 | 284 | 25 | 12 | 276 | 52 | -8 | +0 | -0 | +4 | +3 | -0.1 |
| 2012 | 26 | AAA | Tucson Padres | — | 265 | 235 | 77 | 23 | 3 | 1 | 25 | 49 | 4 | 6 | 2 | 328 | 402 | 464 | 865 | 136 | 409 | 18 | 9 | 385 | 84 | — | — | — | — | — | — |
| 2013 | 27 | MLB | Oakland Athletics | — | 36 | 34 | 4 | 2 | 0 | 0 | 2 | 12 | 0 | 0 | 0 | 118 | 167 | 176 | 343 | 59 | 182 | 33 | 6 | 160 | -7 | -5 | +0 | -1 | +2 | +1 | -0.3 |
| 2013 | 27 | AAA | Sacramento River Cats | — | 420 | 367 | 77 | 16 | 3 | 4 | 43 | 102 | 5 | 3 | 1 | 210 | 301 | 302 | 604 | 93 | 278 | 24 | 10 | 277 | 30 | — | — | — | — | — | — |
| 2014 | 28 | MLB | Oakland Athletics | — | 51 | 46 | 7 | 3 | 0 | 1 | 3 | 14 | 1 | 0 | 0 | 152 | 220 | 283 | 503 | 130 | 188 | 27 | 6 | 225 | 40 | -4 | +0 | +1 | +6 | +1 | 0.5 |
| 2014 | 28 | AAA | Sacramento River Cats | — | 482 | 427 | 117 | 22 | 2 | 7 | 47 | 109 | 5 | 7 | 0 | 274 | 352 | 384 | 736 | 110 | 353 | 23 | 10 | 333 | 61 | — | — | — | — | — | — |
| 2015 | 29 | AAA | Nashville Sounds | — | 321 | 287 | 78 | 9 | 3 | 5 | 30 | 81 | 2 | 0 | 2 | 272 | 345 | 376 | 721 | 105 | 361 | 25 | 9 | 325 | 59 | — | — | — | — | — | — |
| 2016 | 30 | AAA | Charlotte Knights | — | 191 | 174 | 37 | 6 | 1 | 1 | 14 | 57 | 0 | 2 | 1 | 213 | 271 | 276 | 547 | 63 | 308 | 30 | 7 | 248 | 19 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 280 | 240 | 43 | 11 | 0 | 2 | 31 | 78 | 4 | 2 | 0 | 179 | 284 | 250 | 534 | 71 | 252 | 28 | 11 | 250 | 55 | -15 | +0 | +4 | +13 | +6 | 0.9 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2008 | 22 | A MLE | Fort Wayne Wizards | — | 487 | 427 | 87 | 16 | 0 | 5 | 49 | 173 | 4 | 8 | 5 | 204 | 292 | 276 | 568 | 73 | 312 | 36 | 10 | 255 | 59 | — | — | — | — | — | — |
| 2009 | 23 | A+ MLE | Lake Elsinore Storm | — | 371 | 327 | 61 | 12 | 1 | 2 | 35 | 114 | 4 | 8 | 2 | 187 | 273 | 248 | 521 | 61 | 266 | 31 | 9 | 237 | 47 | — | — | — | — | — | — |
| 2009 | 23 | A MLE | Fort Wayne TinCaps | — | 21 | 19 | 8 | 2 | 0 | 0 | 2 | 4 | 0 | 0 | 0 | 421 | 476 | 526 | 1.003 | 105 | 529 | 19 | 10 | 425 | 174 | — | — | — | — | — | — |
| 2010 | 24 | AA MLE | San Antonio Missions | — | 492 | 435 | 98 | 27 | 3 | 10 | 43 | 141 | 8 | 4 | 2 | 225 | 307 | 370 | 677 | 145 | 302 | 29 | 9 | 301 | 90 | — | — | — | — | — | — |
| 2011 | 25 | MLB MLE | San Diego Padres | — | 55 | 45 | 8 | 1 | 0 | 0 | 8 | 17 | 1 | 1 | 0 | 178 | 315 | 200 | 515 | 22 | 286 | 31 | 15 | 256 | 59 | -3 | +0 | +4 | +2 | +1 | 0.4 |
| 2011 | 25 | AAA MLE | Tucson Padres | — | 178 | 157 | 41 | 10 | 1 | 2 | 12 | 35 | 5 | 2 | 1 | 261 | 333 | 376 | 709 | 115 | 305 | 20 | 7 | 318 | 101 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | San Antonio Missions | — | 179 | 161 | 40 | 6 | 1 | 8 | 13 | 51 | 1 | 3 | 1 | 248 | 309 | 447 | 756 | 199 | 289 | 28 | 7 | 322 | 104 | — | — | — | — | — | — |
| 2012 | 26 | MLB MLE | San Diego Padres | — | 138 | 123 | 24 | 5 | 0 | 1 | 10 | 35 | 2 | 1 | 0 | 195 | 267 | 260 | 527 | 65 | 284 | 25 | 7 | 245 | 52 | -8 | +0 | -0 | +4 | +3 | -0.1 |
| 2012 | 26 | AAA MLE | Tucson Padres | — | 265 | 244 | 62 | 17 | 2 | 1 | 16 | 65 | 4 | 6 | 2 | 254 | 311 | 352 | 663 | 98 | 339 | 25 | 6 | 293 | 84 | — | — | — | — | — | — |
| 2013 | 27 | MLB MLE | Oakland Athletics | — | 36 | 34 | 4 | 2 | 0 | 0 | 2 | 12 | 0 | 0 | 0 | 118 | 167 | 176 | 343 | 59 | 182 | 33 | 6 | 158 | -7 | -5 | +0 | -1 | +2 | +1 | -0.3 |
| 2013 | 27 | AAA MLE | Sacramento River Cats | — | 420 | 380 | 63 | 12 | 2 | 3 | 30 | 129 | 5 | 3 | 1 | 166 | 236 | 232 | 468 | 66 | 236 | 31 | 7 | 213 | 30 | — | — | — | — | — | — |
| 2014 | 28 | MLB MLE | Oakland Athletics | — | 51 | 46 | 7 | 3 | 0 | 1 | 3 | 14 | 1 | 0 | 0 | 152 | 220 | 283 | 503 | 130 | 188 | 27 | 6 | 227 | 40 | -4 | +0 | +1 | +6 | +1 | 0.5 |
| 2014 | 28 | AAA MLE | Sacramento River Cats | — | 482 | 441 | 97 | 18 | 1 | 5 | 34 | 141 | 5 | 7 | 0 | 220 | 283 | 299 | 583 | 79 | 306 | 29 | 7 | 258 | 61 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Nashville Sounds | — | 321 | 297 | 65 | 6 | 2 | 4 | 20 | 101 | 2 | 0 | 2 | 219 | 273 | 293 | 566 | 74 | 316 | 31 | 6 | 256 | 59 | — | — | — | — | — | — |
| 2016 | 30 | AAA MLE | Charlotte Knights | — | 191 | 179 | 32 | 5 | 1 | 1 | 9 | 65 | 0 | 2 | 1 | 179 | 218 | 235 | 453 | 56 | 260 | 34 | 5 | 196 | 19 | — | — | — | — | — | — |
| 2008 | 22 | A MLE | Fort Wayne Wizards | — | 487 | 427 | 87 | 16 | 0 | 5 | 49 | 173 | 4 | 8 | 5 | 204 | 292 | 276 | 568 | 73 | 325 | 36 | 10 | 255 | 59 | — | — | — | — | — | — |
| 2008 | 22 | A RAW | Fort Wayne Wizards | — | 487 | 405 | 102 | 20 | 0 | 7 | 71 | 127 | 4 | 8 | 5 | 252 | 369 | 353 | 722 | 101 | 347 | 26 | 15 | 330 | 59 | — | — | — | — | — | — |
| 2009 | 23 | A+ MLE | 2 teams | — | 392 | 346 | 69 | 14 | 1 | 2 | 37 | 118 | 4 | 8 | 2 | 199 | 284 | 263 | 547 | 64 | 291 | 30 | 9 | 247 | 53 | — | — | — | — | — | — |
| 2009 | 23 | A+ RAW | 2 teams | — | 392 | 329 | 82 | 18 | 1 | 2 | 54 | 88 | 4 | 8 | 2 | 249 | 362 | 328 | 690 | 79 | 329 | 22 | 14 | 318 | 53 | — | — | — | — | — | — |
| 2010 | 24 | AA MLE | 2 teams | — | 565 | 501 | 113 | 30 | 4 | 12 | 49 | 162 | 8 | 4 | 3 | 226 | 305 | 373 | 678 | 148 | 306 | 29 | 9 | 301 | 90 | — | — | — | — | — | — |
| 2010 | 24 | AA RAW | 2 teams | — | 565 | 473 | 123 | 35 | 4 | 11 | 77 | 136 | 8 | 4 | 3 | 260 | 373 | 421 | 793 | 161 | 340 | 24 | 14 | 354 | 90 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | 4 teams | — | 478 | 421 | 104 | 20 | 2 | 12 | 38 | 119 | 7 | 9 | 2 | 247 | 320 | 390 | 709 | 143 | 308 | 25 | 8 | 311 | 97 | — | — | — | — | — | — |
| 2011 | 25 | AA RAW | 4 teams | — | 478 | 401 | 114 | 23 | 2 | 12 | 58 | 99 | 7 | 9 | 2 | 284 | 384 | 441 | 826 | 157 | 341 | 21 | 12 | 362 | 97 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | 2 teams | — | 403 | 367 | 87 | 23 | 2 | 2 | 26 | 100 | 6 | 7 | 2 | 237 | 298 | 327 | 625 | 90 | 318 | 25 | 6 | 276 | 73 | — | — | — | — | — | — |
| 2012 | 26 | AAA RAW | 2 teams | — | 403 | 351 | 101 | 28 | 3 | 2 | 42 | 84 | 6 | 7 | 2 | 288 | 373 | 402 | 775 | 114 | 371 | 21 | 10 | 348 | 73 | — | — | — | — | — | — |
| 2013 | 27 | AAA MLE | 2 teams | — | 456 | 414 | 67 | 14 | 2 | 3 | 32 | 141 | 5 | 3 | 1 | 162 | 231 | 227 | 458 | 65 | 235 | 31 | 7 | 209 | 27 | — | — | — | — | — | — |
| 2013 | 27 | AAA RAW | 2 teams | — | 456 | 401 | 81 | 18 | 3 | 4 | 45 | 114 | 5 | 3 | 1 | 202 | 290 | 292 | 582 | 90 | 270 | 25 | 10 | 268 | 27 | — | — | — | — | — | — |
| 2014 | 28 | AAA MLE | 2 teams | — | 533 | 487 | 103 | 20 | 1 | 6 | 37 | 155 | 6 | 7 | 0 | 211 | 275 | 294 | 569 | 82 | 296 | 29 | 7 | 255 | 59 | — | — | — | — | — | — |
| 2014 | 28 | AAA RAW | 2 teams | — | 533 | 473 | 124 | 25 | 2 | 8 | 50 | 123 | 6 | 7 | 0 | 262 | 340 | 374 | 714 | 112 | 337 | 23 | 9 | 322 | 59 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Nashville Sounds | — | 321 | 297 | 65 | 6 | 2 | 4 | 20 | 101 | 2 | 0 | 2 | 219 | 273 | 293 | 566 | 74 | 316 | 31 | 6 | 256 | 59 | — | — | — | — | — | — |
| 2015 | 29 | AAA RAW | Nashville Sounds | — | 321 | 287 | 78 | 9 | 3 | 5 | 30 | 81 | 2 | 0 | 2 | 272 | 345 | 376 | 721 | 105 | 361 | 25 | 9 | 325 | 59 | — | — | — | — | — | — |
| 2016 | 30 | AAA MLE | Charlotte Knights | — | 191 | 179 | 32 | 5 | 1 | 1 | 9 | 65 | 0 | 2 | 1 | 179 | 218 | 235 | 453 | 56 | 272 | 34 | 5 | 196 | 19 | — | — | — | — | — | — |
| 2016 | 30 | AAA RAW | Charlotte Knights | — | 191 | 174 | 37 | 6 | 1 | 1 | 14 | 57 | 0 | 2 | 1 | 213 | 271 | 276 | 547 | 63 | 308 | 30 | 7 | 248 | 19 | — | — | — | — | — | — |
| 2008 | 22 | A MLE | Fort Wayne Wizards | — | 487 | 431 | 87 | 16 | 0 | 5 | 49 | 173 | 4 | 8 | 5 | 202 | 292 | 274 | 565 | 72 | 312 | 36 | 10 | 255 | 59 | — | — | — | — | — | — |
| 2009 | 23 | A+ MLE | 2 teams | — | 392 | 348 | 69 | 14 | 1 | 2 | 37 | 118 | 4 | 8 | 2 | 198 | 284 | 261 | 546 | 63 | 280 | 30 | 9 | 247 | 53 | — | — | — | — | — | — |
| 2010 | 24 | AA MLE | 2 teams | — | 565 | 503 | 113 | 30 | 4 | 12 | 49 | 162 | 8 | 4 | 3 | 225 | 305 | 372 | 676 | 147 | 302 | 29 | 9 | 301 | 90 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | 4 teams | — | 478 | 430 | 104 | 20 | 2 | 12 | 38 | 119 | 7 | 9 | 2 | 242 | 320 | 381 | 701 | 140 | 295 | 25 | 8 | 311 | 97 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | 2 teams | — | 403 | 368 | 87 | 23 | 2 | 2 | 26 | 100 | 6 | 7 | 2 | 236 | 298 | 326 | 624 | 90 | 320 | 25 | 6 | 276 | 73 | — | — | — | — | — | — |
| 2013 | 27 | AAA MLE | 2 teams | — | 456 | 416 | 67 | 14 | 2 | 3 | 32 | 141 | 5 | 3 | 1 | 161 | 231 | 226 | 457 | 65 | 232 | 31 | 7 | 209 | 27 | — | — | — | — | — | — |
| 2014 | 28 | AAA MLE | 2 teams | — | 533 | 485 | 103 | 20 | 1 | 6 | 37 | 155 | 6 | 7 | 0 | 212 | 275 | 295 | 570 | 82 | 295 | 29 | 7 | 255 | 59 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Nashville Sounds | — | 321 | 296 | 65 | 6 | 2 | 4 | 20 | 101 | 2 | 0 | 2 | 220 | 273 | 294 | 567 | 74 | 316 | 31 | 6 | 256 | 59 | — | — | — | — | — | — |
| 2016 | 30 | AAA MLE | Charlotte Knights | — | 191 | 180 | 32 | 5 | 1 | 1 | 9 | 65 | 0 | 2 | 1 | 178 | 218 | 233 | 451 | 56 | 260 | 34 | 5 | 196 | 19 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 280 | 240 | 43 | 11 | 0 | 2 | 31 | 78 | 4 | 2 | 0 | 179 | 284 | 250 | 534 | 71 | 252 | 28 | 11 | 250 | 63 | -15 | +0 | +4 | +13 | +6 | 0.9 | |
| / 162G | — | A+C | — | 650 | 557 | 101 | 26 | 0 | 5 | 72 | 181 | 9 | 5 | 0 | 181 | 285 | 255 | 540 | 74 | 254 | 28 | 11 | 250 | 63 | -35 | +1 | +8 | +31 | +14 | 2.0 | |
| Career | — | MLE | — | 3826 | 3439 | 727 | 148 | 15 | 47 | 297 | 1134 | 42 | 48 | 18 | 211 | 282 | 304 | 586 | 93 | 298 | 30 | 8 | 262 | 63 | -15 | +0 | +4 | +13 | +6 | 0.9 | |
| / 162G | — | MLE | — | 650 | 584 | 124 | 25 | 3 | 8 | 50 | 193 | 7 | 8 | 3 | 212 | 282 | 307 | 589 | 94 | 299 | 30 | 8 | 262 | 63 | -35 | +1 | +8 | +31 | +14 | 2.0 | |
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.
2016 AAACharlotte Knights · 191 PAwOBA .241 → .196 (−45)K% 29.8% → 34.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.84% | ÷1.053 | ×1.200 | — | — | 34.02% |
| BB% (unintentional) /PA | 6.81% | ÷0.990 | ×0.690 | — | ×0.962 | 4.56% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.962 | 0.00% |
| Singles /BIP | 24.79% | ÷1.031 | ×0.930 | ×0.981 | ×0.962 | 21.08% |
| Doubles /BIP | 5.13% | ÷0.974 | ×0.830 | ×0.981 | ×0.962 | 4.12% |
| Triples /BIP | 0.85% | ÷0.926 | ×0.970 | ×0.981 | ×0.962 | 0.84% |
| Home runs /BIP | 0.85% | ÷0.950 | ×0.840 | — | ×0.962 | 0.73% |
Factors used: league row IL. Park (home-season share, regressed): HR 90, 1B 106, 2B 95, 3B 85, K 111, BB 98 — 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 ×0.981.
Result: wOBA .241 → .196; ISO .063 → .054; BABIP .308 → .260. 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).
2015 AAANashville Sounds · 321 PAwOBA .318 → .256 (−62)K% 25.2% → 31.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.23% | ÷1.034 | ×1.290 | — | — | 31.47% |
| BB% (unintentional) /PA | 9.35% | ÷1.018 | ×0.710 | — | ×0.972 | 6.34% |
| HBP% /PA | 0.62% | — | ×0.980 | — | ×0.972 | 0.59% |
| Singles /BIP | 29.61% | ÷0.953 | ×0.900 | ×0.982 | ×0.972 | 26.69% |
| Doubles /BIP | 4.37% | ÷1.063 | ×0.810 | ×0.982 | ×0.972 | 3.18% |
| Triples /BIP | 1.46% | ÷0.952 | ×0.810 | ×0.982 | ×0.972 | 1.18% |
| Home runs /BIP | 2.43% | ÷0.843 | ×0.780 | — | ×0.972 | 2.18% |
Factors used: league row PCL. Park (home-season share, regressed): HR 69, 1B 91, 2B 113, 3B 90, K 107, BB 104 — 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 ×0.982.
Result: wOBA .318 → .256; ISO .105 → .083; BABIP .361 → .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).
2014 AAASacramento River Cats · 482 PAwOBA .324 → .258 (−66)K% 22.6% → 29.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.61% | ÷0.998 | ×1.290 | — | — | 29.24% |
| BB% (unintentional) /PA | 9.54% | ÷0.953 | ×0.710 | — | ×0.982 | 6.99% |
| HBP% /PA | 1.04% | — | ×0.980 | — | ×0.982 | 1.00% |
| Singles /BIP | 27.04% | ÷0.975 | ×0.900 | ×0.979 | ×0.982 | 23.99% |
| Doubles /BIP | 6.92% | ÷0.929 | ×0.810 | ×0.979 | ×0.982 | 5.80% |
| Triples /BIP | 0.63% | ÷1.072 | ×0.810 | ×0.979 | ×0.982 | 0.46% |
| Home runs /BIP | 2.20% | ÷1.092 | ×0.780 | — | ×0.982 | 1.54% |
Factors used: league row PCL. Park (home-season share, regressed): HR 118, 1B 95, 2B 86, 3B 114, K 100, BB 91 — 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 ×0.979.
Result: wOBA .324 → .258; ISO .110 → .080; BABIP .353 → .306. 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).
2013 AAASacramento River Cats · 420 PAwOBA .271 → .213 (−58)K% 24.3% → 30.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.29% | ÷1.016 | ×1.290 | — | — | 30.82% |
| BB% (unintentional) /PA | 10.24% | ÷1.007 | ×0.710 | — | ×0.992 | 7.16% |
| HBP% /PA | 1.19% | — | ×0.980 | — | ×0.992 | 1.16% |
| Singles /BIP | 20.38% | ÷0.981 | ×0.900 | ×0.971 | ×0.992 | 18.00% |
| Doubles /BIP | 6.04% | ÷1.037 | ×0.810 | ×0.971 | ×0.992 | 4.54% |
| Triples /BIP | 1.13% | ÷0.906 | ×0.810 | ×0.971 | ×0.992 | 0.97% |
| Home runs /BIP | 1.51% | ÷0.978 | ×0.780 | — | ×0.992 | 1.19% |
Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 96, 2B 107, 3B 81, K 103, BB 101 — 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 ×0.971.
Result: wOBA .271 → .213; ISO .093 → .070; BABIP .278 → .236. 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).
2012 AAATucson Padres · 265 PAwOBA .376 → .293 (−83)K% 18.5% → 24.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.49% | ÷0.979 | ×1.290 | — | — | 24.36% |
| BB% (unintentional) /PA | 9.06% | ÷1.052 | ×0.710 | — | ×1.003 | 6.13% |
| HBP% /PA | 1.51% | — | ×0.980 | — | ×1.003 | 1.48% |
| Singles /BIP | 26.88% | ÷1.007 | ×0.900 | ×0.967 | ×1.003 | 23.29% |
| Doubles /BIP | 12.37% | ÷1.013 | ×0.810 | ×0.967 | ×1.003 | 9.59% |
| Triples /BIP | 1.61% | ÷1.150 | ×0.810 | ×0.967 | ×1.003 | 1.10% |
| Home runs /BIP | 0.54% | ÷1.050 | ×0.780 | — | ×1.003 | 0.40% |
Factors used: league row PCL. Park (home-season share, regressed): HR 110, 1B 101, 2B 103, 3B 130, K 96, BB 110 — 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 ×0.967.
Result: wOBA .376 → .293; ISO .136 → .100; BABIP .409 → .339. 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).
2011 AASan Antonio Missions · 179 PAwOBA .395 → .322 (−73)K% 22.3% → 28.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.35% | ÷0.950 | ×1.220 | — | — | 28.70% |
| BB% (unintentional) /PA | 11.73% | ÷1.128 | ×0.700 | — | ×0.988 | 7.19% |
| HBP% /PA | 0.56% | — | ×0.870 | — | ×0.988 | 0.48% |
| Singles /BIP | 25.89% | ÷1.069 | ×0.920 | ×0.989 | ×0.988 | 21.78% |
| Doubles /BIP | 6.25% | ÷1.037 | ×0.840 | ×0.989 | ×0.988 | 4.95% |
| Triples /BIP | 0.89% | ÷0.900 | ×0.940 | ×0.989 | ×0.988 | 0.91% |
| Home runs /BIP | 8.04% | ÷0.889 | ×0.800 | — | ×0.988 | 7.15% |
Factors used: league row TL. Park (home-season share, regressed): HR 78, 1B 114, 2B 107, 3B 80, K 90, BB 126 — 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 ×0.989.
Result: wOBA .395 → .322; ISO .237 → .211; BABIP .349 → .289. 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).
2011 AAATucson Padres · 178 PAwOBA .388 → .318 (−70)K% 14.0% → 19.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.04% | ÷0.935 | ×1.290 | — | — | 19.37% |
| BB% (unintentional) /PA | 8.99% | ÷0.997 | ×0.710 | — | ×1.018 | 6.52% |
| HBP% /PA | 2.81% | — | ×0.980 | — | ×1.018 | 2.80% |
| Singles /BIP | 25.78% | ÷1.022 | ×0.900 | ×0.962 | ×1.018 | 22.22% |
| Doubles /BIP | 10.16% | ÷1.001 | ×0.810 | ×0.962 | ×1.018 | 8.04% |
| Triples /BIP | 0.78% | ÷1.000 | ×0.810 | ×0.962 | ×1.018 | 0.62% |
| Home runs /BIP | 2.34% | ÷0.968 | ×0.780 | — | ×1.018 | 1.92% |
Factors used: league row PCL. Park (home-season share, regressed): HR 94, 1B 104, 2B 100, 3B 100, K 87, BB 99 — 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 ×0.962.
Result: wOBA .388 → .318; ISO .157 → .125; BABIP .364 → .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).
2010 AASan Antonio Missions · 492 PAwOBA .335 → .301 (−34)K% 23.4% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.37% | ÷0.996 | ×1.220 | — | — | 28.63% |
| BB% (unintentional) /PA | 12.20% | ÷0.984 | ×0.700 | — | ×0.998 | 8.66% |
| HBP% /PA | 1.63% | — | ×0.870 | — | ×0.998 | 1.41% |
| Singles /BIP | 19.66% | ÷0.953 | ×0.920 | ×1.024 | ×0.998 | 19.38% |
| Doubles /BIP | 9.49% | ÷0.927 | ×0.840 | ×1.024 | ×0.998 | 8.79% |
| Triples /BIP | 1.36% | ÷1.129 | ×0.940 | ×1.024 | ×0.998 | 1.15% |
| Home runs /BIP | 3.73% | ÷0.869 | ×0.800 | — | ×0.998 | 3.42% |
Factors used: league row TL. Park (home-season share, regressed): HR 74, 1B 91, 2B 85, 3B 126, K 99, BB 97 — 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 ×1.024.
Result: wOBA .335 → .301; ISO .168 → .157; BABIP .315 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .