Rainel Rosario
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR |
|---|---|---|---|---|---|---|---|---|
| 2021 | 32 | INTLYaquis de Obr… | 76 | .225/.276/.338 | 2 | 0 | 74 | — |
| 2022 | 33 | INTLNavegantes de… | 158 | .333/.399/.553 | 8 | 0 | 168 | — |
| 2023 | 34 | INTLAlgodoneros d… | 277 | .219/.315/.409 | 11 | 2 | 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.
| 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) | |||||||||||||||||||||||||||||||
| 2006 | 17 | ROK | DSL Cardinals | — | 103 | 87 | 19 | 4 | 0 | 1 | 12 | 26 | 3 | 3 | 2 | 218 | 333 | 299 | 632 | 80 | 295 | 25 | 12 | 296 | 19 | — | — | — | — | — | — |
| 2007 | 18 | ROK | GCL Cardinals | — | 59 | 52 | 5 | 1 | 1 | 0 | 6 | 26 | 1 | 1 | 0 | 96 | 203 | 154 | 357 | 58 | 192 | 44 | 10 | 179 | -45 | — | — | — | — | — | — |
| 2008 | 19 | ROK | GCL Cardinals | — | 201 | 169 | 41 | 12 | 2 | 5 | 26 | 50 | 5 | 9 | 7 | 243 | 360 | 426 | 786 | 183 | 313 | 25 | 13 | 352 | 44 | — | — | — | — | — | — |
| 2009 | 20 | ROK | Johnson City Cardinals | — | 140 | 125 | 34 | 12 | 1 | 1 | 12 | 35 | 3 | 3 | 5 | 272 | 350 | 408 | 758 | 136 | 371 | 25 | 9 | 341 | 48 | — | — | — | — | — | — |
| 2010 | 21 | A | Quad Cities River Bandits | — | 168 | 137 | 36 | 11 | 3 | 7 | 26 | 37 | 3 | 4 | 2 | 263 | 392 | 540 | 932 | 277 | 305 | 22 | 15 | 402 | 104 | — | — | — | — | — | — |
| 2011 | 22 | A+ | Palm Beach Cardinals | — | 508 | 455 | 123 | 19 | 6 | 9 | 40 | 112 | 5 | 15 | 8 | 270 | 336 | 398 | 734 | 127 | 336 | 22 | 8 | 325 | 71 | — | — | — | — | — | — |
| 2012 | 23 | AA | Springfield Cardinals | — | 67 | 56 | 12 | 2 | 0 | 1 | 11 | 23 | 0 | 1 | 0 | 214 | 343 | 304 | 647 | 89 | 344 | 34 | 16 | 305 | 45 | — | — | — | — | — | — |
| 2012 | 23 | A+ | Palm Beach Cardinals | — | 365 | 329 | 70 | 16 | 1 | 2 | 26 | 84 | 3 | 4 | 3 | 213 | 277 | 286 | 562 | 73 | 272 | 23 | 7 | 254 | 27 | — | — | — | — | — | — |
| 2016 | 27 | AA | Portland Sea Dogs | — | 354 | 323 | 82 | 15 | 2 | 2 | 25 | 43 | 1 | 2 | 2 | 254 | 309 | 331 | 641 | 77 | 284 | 12 | 7 | 288 | 49 | — | — | — | — | — | — |
| 2016 | 27 | INTL | Aguilas Cibaenas | — | 19 | 17 | 4 | 0 | 0 | 1 | 2 | 2 | 0 | 0 | 0 | 235 | 316 | 412 | 728 | 176 | 214 | 11 | 11 | 326 | 107 | — | — | — | — | — | — |
| 2017 | 28 | AAA | Saraperos de Saltillo | — | 468 | 411 | 136 | 19 | 1 | 26 | 51 | 74 | 3 | 9 | 6 | 331 | 409 | 572 | 980 | 241 | 350 | 16 | 11 | 426 | 105 | — | — | — | — | — | — |
| 2018 | 29 | INTL | Tomateros de Culiacan | — | 111 | 95 | 24 | 4 | 1 | 5 | 15 | 27 | 0 | 2 | 2 | 253 | 355 | 474 | 828 | 221 | 297 | 24 | 14 | 363 | 132 | — | — | — | — | — | — |
| 2019 | 30 | AAA | Saraperos de Saltillo | — | 514 | 448 | 145 | 28 | 2 | 26 | 62 | 78 | 2 | 4 | 4 | 324 | 408 | 569 | 977 | 246 | 344 | 15 | 12 | 425 | 101 | — | — | — | — | — | — |
| 2019 | 30 | INTL | Aguilas Cibaenas | — | 61 | 58 | 12 | 2 | 0 | 2 | 3 | 20 | 0 | 1 | 0 | 207 | 246 | 345 | 591 | 138 | 278 | 33 | 5 | 263 | 64 | — | — | — | — | — | — |
| 2020 | 31 | INTL | Estrellas Orientales | — | 30 | 29 | 8 | 1 | 0 | 2 | 0 | 10 | 0 | 0 | 0 | 276 | 276 | 517 | 793 | 241 | 333 | 33 | 0 | 332 | 111 | — | — | — | — | — | — |
| 2021 | 32 | INTL | Yaquis de Obregon | — | 76 | 71 | 16 | 2 | 0 | 2 | 4 | 20 | 1 | 0 | 2 | 225 | 276 | 338 | 614 | 113 | 286 | 26 | 5 | 278 | 74 | — | — | — | — | — | — |
| 2022 | 33 | INTL | Navegantes del Magallanes | — | 158 | 141 | 47 | 7 | 0 | 8 | 14 | 25 | 2 | 0 | 0 | 333 | 399 | 553 | 952 | 220 | 361 | 16 | 9 | 417 | 168 | — | — | — | — | — | — |
| 2023 | 34 | INTL | Algodoneros de Guasave | — | 277 | 242 | 53 | 13 | 0 | 11 | 33 | 78 | 1 | 2 | 0 | 219 | 315 | 409 | 724 | 190 | 273 | 28 | 12 | 323 | 105 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2006 | 17 | ROK MLE | DSL Cardinals | — | 103 | 91 | 13 | 3 | 0 | 0 | 8 | 32 | 3 | 3 | 2 | 143 | 235 | 176 | 411 | 33 | 203 | 31 | 8 | 197 | 19 | — | — | — | — | — | — |
| 2007 | 18 | ROK MLE | GCL Cardinals | — | 59 | 54 | 2 | 0 | 0 | 0 | 4 | 37 | 1 | 1 | 0 | 37 | 119 | 37 | 156 | 153 | 63 | 7 | 101 | -45 | — | — | — | — | — | — | |
| 2008 | 19 | ROK MLE | GCL Cardinals | — | 201 | 179 | 29 | 8 | 1 | 4 | 16 | 72 | 5 | 9 | 7 | 162 | 250 | 285 | 535 | 123 | 233 | 36 | 8 | 233 | 44 | — | — | — | — | — | — |
| 2009 | 20 | ROK MLE | Johnson City Cardinals | — | 140 | 129 | 26 | 8 | 1 | 1 | 8 | 50 | 3 | 3 | 5 | 202 | 264 | 302 | 567 | 101 | 309 | 36 | 6 | 239 | 48 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Quad Cities River Bandits | — | 168 | 144 | 31 | 8 | 3 | 5 | 19 | 50 | 3 | 4 | 2 | 215 | 319 | 417 | 736 | 201 | 278 | 30 | 11 | 322 | 104 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | Palm Beach Cardinals | — | 508 | 464 | 107 | 17 | 4 | 8 | 31 | 163 | 5 | 15 | 8 | 231 | 286 | 336 | 622 | 106 | 324 | 32 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2012 | 23 | AA MLE | Springfield Cardinals | — | 67 | 59 | 11 | 2 | 0 | 1 | 8 | 27 | 0 | 1 | 0 | 186 | 284 | 271 | 555 | 85 | 313 | 40 | 12 | 235 | 45 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | Palm Beach Cardinals | — | 365 | 337 | 59 | 14 | 1 | 2 | 18 | 122 | 3 | 4 | 3 | 175 | 223 | 240 | 464 | 65 | 250 | 33 | 5 | 208 | 27 | — | — | — | — | — | — |
| 2016 | 27 | AA MLE | Portland Sea Dogs | — | 354 | 332 | 74 | 13 | 2 | 1 | 16 | 53 | 1 | 2 | 2 | 223 | 261 | 283 | 544 | 60 | 254 | 15 | 5 | 241 | 49 | — | — | — | — | — | — |
| 2017 | 28 | AAA MLE | Saraperos de Saltillo | — | 468 | 428 | 113 | 16 | 1 | 17 | 34 | 92 | 3 | 9 | 6 | 264 | 323 | 425 | 748 | 161 | 294 | 20 | 7 | 323 | 105 | — | — | — | — | — | — |
| 2019 | 30 | AAA MLE | Saraperos de Saltillo | — | 514 | 468 | 117 | 22 | 1 | 17 | 42 | 95 | 2 | 4 | 4 | 250 | 314 | 410 | 725 | 160 | 279 | 18 | 8 | 317 | 101 | — | — | — | — | — | — |
| 2006 | 17 | ROK MLE | DSL Cardinals | — | 103 | 91 | 13 | 3 | 0 | 0 | 8 | 32 | 3 | 3 | 2 | 143 | 235 | 176 | 411 | 33 | 217 | 31 | 8 | 197 | 19 | — | — | — | — | — | — |
| 2006 | 17 | ROK RAW | DSL Cardinals | — | 103 | 87 | 19 | 4 | 0 | 1 | 12 | 26 | 3 | 3 | 2 | 218 | 333 | 299 | 632 | 80 | 295 | 25 | 12 | 296 | 19 | — | — | — | — | — | — |
| 2007 | 18 | ROK MLE | GCL Cardinals | — | 59 | 54 | 2 | 0 | 0 | 0 | 4 | 37 | 1 | 1 | 0 | 37 | 119 | 37 | 156 | 118 | 63 | 7 | 101 | -45 | — | — | — | — | — | — | |
| 2007 | 18 | ROK RAW | GCL Cardinals | — | 59 | 52 | 5 | 1 | 1 | 0 | 6 | 26 | 1 | 1 | 0 | 96 | 203 | 154 | 357 | 58 | 192 | 44 | 10 | 179 | -45 | — | — | — | — | — | — |
| 2008 | 19 | ROK MLE | GCL Cardinals | — | 201 | 179 | 29 | 8 | 1 | 4 | 16 | 72 | 5 | 9 | 7 | 162 | 250 | 285 | 535 | 123 | 240 | 36 | 8 | 233 | 44 | — | — | — | — | — | — |
| 2008 | 19 | ROK RAW | GCL Cardinals | — | 201 | 169 | 41 | 12 | 2 | 5 | 26 | 50 | 5 | 9 | 7 | 243 | 360 | 426 | 786 | 183 | 313 | 25 | 13 | 352 | 44 | — | — | — | — | — | — |
| 2009 | 20 | ROK MLE | Johnson City Cardinals | — | 140 | 129 | 26 | 8 | 1 | 1 | 8 | 50 | 3 | 3 | 5 | 202 | 264 | 302 | 567 | 101 | 321 | 36 | 6 | 239 | 48 | — | — | — | — | — | — |
| 2009 | 20 | ROK RAW | Johnson City Cardinals | — | 140 | 125 | 34 | 12 | 1 | 1 | 12 | 35 | 3 | 3 | 5 | 272 | 350 | 408 | 758 | 136 | 371 | 25 | 9 | 341 | 48 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Quad Cities River Bandits | — | 168 | 144 | 31 | 8 | 3 | 5 | 19 | 50 | 3 | 4 | 2 | 215 | 319 | 417 | 736 | 201 | 286 | 30 | 11 | 322 | 104 | — | — | — | — | — | — |
| 2010 | 21 | A RAW | Quad Cities River Bandits | — | 168 | 137 | 36 | 11 | 3 | 7 | 26 | 37 | 3 | 4 | 2 | 263 | 392 | 540 | 932 | 277 | 305 | 22 | 15 | 402 | 104 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | Palm Beach Cardinals | — | 508 | 464 | 107 | 17 | 4 | 8 | 31 | 163 | 5 | 15 | 8 | 231 | 286 | 336 | 622 | 106 | 332 | 32 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2011 | 22 | A+ RAW | Palm Beach Cardinals | — | 508 | 455 | 123 | 19 | 6 | 9 | 40 | 112 | 5 | 15 | 8 | 270 | 336 | 398 | 734 | 127 | 336 | 22 | 8 | 325 | 71 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | 2 teams | — | 432 | 396 | 70 | 16 | 1 | 3 | 26 | 150 | 3 | 5 | 3 | 177 | 233 | 245 | 478 | 68 | 268 | 35 | 6 | 212 | 30 | — | — | — | — | — | — |
| 2012 | 23 | A+ RAW | 2 teams | — | 432 | 385 | 82 | 18 | 1 | 3 | 37 | 107 | 3 | 5 | 3 | 213 | 287 | 288 | 575 | 75 | 280 | 25 | 9 | 262 | 30 | — | — | — | — | — | — |
| 2016 | 27 | AA MLE | 2 teams | — | 373 | 350 | 78 | 14 | 2 | 1 | 17 | 56 | 1 | 2 | 2 | 223 | 261 | 283 | 544 | 60 | 259 | 15 | 5 | 241 | 49 | — | — | — | — | — | — |
| 2016 | 27 | AA RAW | 2 teams | — | 373 | 340 | 86 | 15 | 2 | 3 | 27 | 45 | 1 | 2 | 2 | 253 | 310 | 335 | 645 | 82 | 280 | 12 | 7 | 290 | 49 | — | — | — | — | — | — |
| 2017 | 28 | AAA MLE | Saraperos de Saltillo | — | 468 | 428 | 113 | 16 | 1 | 17 | 34 | 92 | 3 | 9 | 6 | 264 | 323 | 425 | 748 | 161 | 298 | 20 | 7 | 323 | 105 | — | — | — | — | — | — |
| 2017 | 28 | AAA RAW | Saraperos de Saltillo | — | 468 | 411 | 136 | 19 | 1 | 26 | 51 | 74 | 3 | 9 | 6 | 331 | 409 | 572 | 980 | 241 | 350 | 16 | 11 | 426 | 105 | — | — | — | — | — | — |
| 2018 | 29 | INTL MLE | Tomateros de Culiacan | — | 111 | 95 | 24 | 4 | 1 | 5 | 15 | 27 | 0 | 2 | 2 | 253 | 355 | 474 | 828 | 221 | 297 | 24 | 14 | — | — | — | — | — | — | — | — |
| 2018 | 29 | INTL RAW | Tomateros de Culiacan | — | 111 | 95 | 24 | 4 | 1 | 5 | 15 | 27 | 0 | 2 | 2 | 253 | 355 | 474 | 828 | 221 | 297 | 24 | 14 | 363 | 132 | — | — | — | — | — | — |
| 2019 | 30 | AAA MLE | 2 teams | — | 575 | 524 | 132 | 25 | 2 | 19 | 47 | 106 | 2 | 5 | 4 | 252 | 316 | 416 | 732 | 164 | 282 | 18 | 8 | 317 | 101 | — | — | — | — | — | — |
| 2019 | 30 | AAA RAW | 2 teams | — | 575 | 506 | 157 | 30 | 2 | 28 | 65 | 98 | 2 | 5 | 4 | 310 | 391 | 543 | 934 | 233 | 338 | 17 | 11 | 408 | 101 | — | — | — | — | — | — |
| 2020 | 31 | INTL MLE | Estrellas Orientales | — | 30 | 29 | 8 | 1 | 0 | 2 | 0 | 10 | 0 | 0 | 0 | 276 | 276 | 517 | 793 | 241 | 333 | 33 | 0 | — | — | — | — | — | — | — | — |
| 2020 | 31 | INTL RAW | Estrellas Orientales | — | 30 | 29 | 8 | 1 | 0 | 2 | 0 | 10 | 0 | 0 | 0 | 276 | 276 | 517 | 793 | 241 | 333 | 33 | 0 | 332 | 111 | — | — | — | — | — | — |
| 2021 | 32 | INTL MLE | Yaquis de Obregon | — | 76 | 71 | 16 | 2 | 0 | 2 | 4 | 20 | 1 | 0 | 2 | 225 | 276 | 338 | 614 | 113 | 286 | 26 | 5 | — | — | — | — | — | — | — | — |
| 2021 | 32 | INTL RAW | Yaquis de Obregon | — | 76 | 71 | 16 | 2 | 0 | 2 | 4 | 20 | 1 | 0 | 2 | 225 | 276 | 338 | 614 | 113 | 286 | 26 | 5 | 278 | 74 | — | — | — | — | — | — |
| 2022 | 33 | INTL MLE | Navegantes del Magallanes | — | 158 | 141 | 47 | 7 | 0 | 8 | 14 | 25 | 2 | 0 | 0 | 333 | 399 | 553 | 952 | 220 | 361 | 16 | 9 | — | — | — | — | — | — | — | — |
| 2022 | 33 | INTL RAW | Navegantes del Magallanes | — | 158 | 141 | 47 | 7 | 0 | 8 | 14 | 25 | 2 | 0 | 0 | 333 | 399 | 553 | 952 | 220 | 361 | 16 | 9 | 417 | 168 | — | — | — | — | — | — |
| 2023 | 34 | INTL MLE | Algodoneros de Guasave | — | 277 | 242 | 53 | 13 | 0 | 11 | 33 | 78 | 1 | 2 | 0 | 219 | 315 | 409 | 724 | 190 | 273 | 28 | 12 | — | — | — | — | — | — | — | — |
| 2023 | 34 | INTL RAW | Algodoneros de Guasave | — | 277 | 242 | 53 | 13 | 0 | 11 | 33 | 78 | 1 | 2 | 0 | 219 | 315 | 409 | 724 | 190 | 273 | 28 | 12 | 323 | 105 | — | — | — | — | — | — |
| 2006 | 17 | ROK MLE | DSL Cardinals | — | 103 | 91 | 13 | 3 | 0 | 0 | 8 | 32 | 3 | 3 | 2 | 143 | 235 | 176 | 411 | 33 | 203 | 31 | 8 | 197 | 19 | — | — | — | — | — | — |
| 2007 | 18 | ROK MLE | GCL Cardinals | — | 59 | 54 | 2 | 0 | 0 | 0 | 4 | 37 | 1 | 1 | 0 | 37 | 119 | 37 | 156 | 153 | 63 | 7 | 101 | -45 | — | — | — | — | — | — | |
| 2008 | 19 | ROK MLE | GCL Cardinals | — | 201 | 178 | 29 | 8 | 1 | 4 | 16 | 72 | 5 | 9 | 7 | 163 | 250 | 287 | 537 | 124 | 233 | 36 | 8 | 233 | 44 | — | — | — | — | — | — |
| 2009 | 20 | ROK MLE | Johnson City Cardinals | — | 140 | 128 | 26 | 8 | 1 | 1 | 8 | 50 | 3 | 3 | 5 | 203 | 264 | 305 | 569 | 102 | 309 | 36 | 6 | 239 | 48 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Quad Cities River Bandits | — | 168 | 144 | 31 | 8 | 3 | 5 | 19 | 50 | 3 | 4 | 2 | 215 | 319 | 417 | 736 | 201 | 278 | 30 | 11 | 322 | 104 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | Palm Beach Cardinals | — | 508 | 467 | 107 | 17 | 4 | 8 | 31 | 163 | 5 | 15 | 8 | 229 | 286 | 334 | 620 | 105 | 324 | 32 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | 2 teams | — | 432 | 400 | 70 | 16 | 1 | 3 | 26 | 150 | 3 | 5 | 3 | 175 | 233 | 242 | 475 | 68 | 260 | 35 | 6 | 212 | 30 | — | — | — | — | — | — |
| 2016 | 27 | AA MLE | 2 teams | — | 373 | 352 | 78 | 14 | 2 | 1 | 17 | 56 | 1 | 2 | 2 | 222 | 261 | 281 | 542 | 60 | 254 | 15 | 5 | 241 | 49 | — | — | — | — | — | — |
| 2017 | 28 | AAA MLE | Saraperos de Saltillo | — | 468 | 428 | 113 | 16 | 1 | 17 | 34 | 92 | 3 | 9 | 6 | 264 | 323 | 425 | 748 | 161 | 294 | 20 | 7 | 323 | 105 | — | — | — | — | — | — |
| 2019 | 30 | AAA MLE | 2 teams | — | 575 | 521 | 132 | 25 | 2 | 19 | 47 | 106 | 2 | 5 | 4 | 253 | 316 | 418 | 734 | 165 | 279 | 18 | 8 | 317 | 101 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 3679 | 3337 | 749 | 142 | 16 | 86 | 276 | 968 | 33 | 60 | 43 | 224 | 290 | 354 | 644 | 129 | 287 | 26 | 8 | 221 | 36 | -280 | -5 | +0 | -39 | +80 | -25.0 | |
| / 162G | — | MLE | — | 650 | 590 | 132 | 25 | 3 | 15 | 49 | 171 | 6 | 11 | 8 | 224 | 290 | 353 | 643 | 129 | 286 | 26 | 8 | 221 | 36 | -50 | -1 | +0 | -7 | +14 | -4.4 | |
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.
2019 AAASaraperos de Saltillo · 514 PAwOBA .415 → .317 (−98)K% 15.2% → 18.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.18% | ÷0.984 | ×1.200 | — | — | 18.51% |
| BB% (unintentional) /PA | 12.06% | ÷0.986 | ×0.690 | — | ×0.972 | 8.20% |
| HBP% /PA | 0.39% | — | ×0.940 | — | ×0.972 | 0.36% |
| Singles /BIP | 24.05% | ÷1.007 | ×0.930 | ×0.950 | ×0.972 | 20.51% |
| Doubles /BIP | 7.57% | ÷0.984 | ×0.830 | ×0.950 | ×0.972 | 5.89% |
| Triples /BIP | 0.54% | ÷1.150 | ×0.920 | ×0.950 | ×0.972 | 0.40% |
| Home runs /BIP | 7.03% | ÷1.040 | ×0.700 | — | ×0.972 | 4.60% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 108, 1B 101, 2B 97, 3B 130, K 97, BB 97 — 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 ×0.950.
Result: wOBA .415 → .317; ISO .246 → .171; BABIP .344 → .279. 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 AAASaraperos de Saltillo · 468 PAwOBA .416 → .323 (−93)K% 15.8% → 19.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.81% | ÷0.961 | ×1.200 | — | — | 19.74% |
| BB% (unintentional) /PA | 10.47% | ÷0.994 | ×0.690 | — | ×0.992 | 7.21% |
| HBP% /PA | 0.64% | — | ×0.940 | — | ×0.992 | 0.60% |
| Singles /BIP | 26.71% | ÷1.067 | ×0.930 | ×1.006 | ×0.992 | 23.22% |
| Doubles /BIP | 5.64% | ÷0.972 | ×0.830 | ×1.006 | ×0.992 | 4.80% |
| Triples /BIP | 0.30% | ÷1.150 | ×0.920 | ×1.006 | ×0.992 | 0.24% |
| Home runs /BIP | 7.72% | ÷1.093 | ×0.700 | — | ×0.992 | 4.90% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 118, 1B 113, 2B 94, 3B 130, K 92, BB 99 — 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 ×1.006.
Result: wOBA .416 → .323; ISO .241 → .165; BABIP .350 → .294. 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).
2016 AAPortland Sea Dogs · 354 PAwOBA .284 → .241 (−43)K% 12.1% → 15.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.15% | ÷0.985 | ×1.220 | — | — | 15.04% |
| BB% (unintentional) /PA | 7.06% | ÷1.050 | ×0.700 | — | ×0.978 | 4.61% |
| HBP% /PA | 0.28% | — | ×0.850 | — | ×0.978 | 0.23% |
| Singles /BIP | 22.50% | ÷1.040 | ×0.970 | ×1.001 | ×0.978 | 20.53% |
| Doubles /BIP | 5.36% | ÷0.997 | ×0.860 | ×1.001 | ×0.978 | 4.52% |
| Triples /BIP | 0.71% | ÷1.031 | ×0.950 | ×1.001 | ×0.978 | 0.64% |
| Home runs /BIP | 0.71% | ÷1.371 | ×0.780 | — | ×0.978 | 0.40% |
Factors used: league row EL. Park (home-season share, regressed): HR 174, 1B 108, 2B 99, 3B 106, K 97, BB 110 — 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 ×1.001.
Result: wOBA .284 → .241; ISO .077 → .061; BABIP .284 → .254. 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 A+Palm Beach Cardinals · 365 PAwOBA .253 → .208 (−45)K% 23.0% → 33.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.01% | ÷0.977 | ×1.420 | — | — | 33.46% |
| BB% (unintentional) /PA | 7.12% | ÷1.064 | ×0.750 | — | ×0.998 | 5.01% |
| HBP% /PA | 0.82% | — | ×0.930 | — | ×0.998 | 0.76% |
| Singles /BIP | 20.82% | ÷1.013 | ×0.920 | ×0.996 | ×0.998 | 18.80% |
| Doubles /BIP | 6.53% | ÷0.969 | ×0.960 | ×0.996 | ×0.998 | 6.43% |
| Triples /BIP | 0.41% | ÷0.930 | ×0.810 | ×0.996 | ×0.998 | 0.35% |
| Home runs /BIP | 0.82% | ÷0.795 | ×0.880 | — | ×0.998 | 0.90% |
Factors used: league row FSL. Park (home-season share, regressed): HR 59, 1B 103, 2B 94, 3B 86, K 95, BB 113 — 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 ×0.996.
Result: wOBA .253 → .208; ISO .073 → .066; BABIP .272 → .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).
2012 AASpringfield Cardinals · 67 PAwOBA .299 → .235 (−64)K% 34.3% → 40.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 34.33% | ÷1.025 | ×1.220 | — | — | 40.87% |
| BB% (unintentional) /PA | 16.42% | ÷1.043 | ×0.700 | — | ×1.027 | 11.32% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.027 | 0.00% |
| Singles /BIP | 27.27% | ÷1.003 | ×0.920 | — | ×1.027 | 25.70% |
| Doubles /BIP | 6.06% | ÷1.054 | ×0.840 | — | ×1.027 | 4.96% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | — | ×1.027 | 0.00% |
| Home runs /BIP | 3.03% | ÷1.238 | ×0.800 | — | ×1.027 | 2.01% |
Factors used: league row TL. Park (home-season share, regressed): HR 148, 1B 101, 2B 111, 3B 80, K 105, BB 109 — 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).
Result: wOBA .299 → .235; ISO .089 → .063; BABIP .344 → .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).
2011 A+Palm Beach Cardinals · 508 PAwOBA .319 → .273 (−46)K% 22.0% → 32.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.05% | ÷0.978 | ×1.420 | — | — | 32.00% |
| BB% (unintentional) /PA | 7.87% | ÷0.975 | ×0.750 | — | ×1.012 | 6.13% |
| HBP% /PA | 0.98% | — | ×0.930 | — | ×1.012 | 0.93% |
| Singles /BIP | 25.95% | ÷1.006 | ×0.920 | ×1.050 | ×1.012 | 25.21% |
| Doubles /BIP | 5.54% | ÷1.013 | ×0.960 | ×1.050 | ×1.012 | 5.58% |
| Triples /BIP | 1.75% | ÷1.150 | ×0.810 | ×1.050 | ×1.012 | 1.31% |
| Home runs /BIP | 2.62% | ÷0.914 | ×0.880 | — | ×1.012 | 2.56% |
Factors used: league row FSL. Park (home-season share, regressed): HR 83, 1B 101, 2B 103, 3B 130, K 96, BB 95 — 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 ×1.050.
Result: wOBA .319 → .273; ISO .127 → .108; BABIP .336 → .324. 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 AQuad Cities River Bandits · 168 PAwOBA .396 → .322 (−74)K% 22.0% → 29.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.02% | ÷1.010 | ×1.360 | — | — | 29.65% |
| BB% (unintentional) /PA | 15.48% | ÷0.971 | ×0.690 | — | ×1.015 | 11.16% |
| HBP% /PA | 1.79% | — | ×0.780 | — | ×1.015 | 1.41% |
| Singles /BIP | 15.00% | ÷0.967 | ×0.920 | ×1.050 | ×1.015 | 15.20% |
| Doubles /BIP | 11.00% | ÷1.162 | ×0.830 | ×1.050 | ×1.015 | 8.37% |
| Triples /BIP | 3.00% | ÷0.900 | ×0.910 | ×1.050 | ×1.015 | 3.23% |
| Home runs /BIP | 7.00% | ÷1.027 | ×0.800 | — | ×1.015 | 5.53% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 106, 1B 93, 2B 132, 3B 80, K 102, BB 94 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .396 → .322; ISO .277 → .223; BABIP .305 → .278. 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).
2009 ROKJohnson City Cardinals · 140 PAwOBA .333 → .239 (−93)K% 25.0% → 35.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷1.000 | ×1.420 | — | — | 35.50% |
| BB% (unintentional) /PA | 8.57% | ÷1.000 | ×0.640 | — | ×0.995 | 5.46% |
| HBP% /PA | 2.14% | — | ×0.740 | — | ×0.995 | 1.58% |
| Singles /BIP | 22.22% | ÷1.000 | ×0.840 | ×1.050 | ×0.995 | 19.50% |
| Doubles /BIP | 13.33% | ÷1.000 | ×0.740 | ×1.050 | ×0.995 | 10.31% |
| Triples /BIP | 1.11% | ÷1.000 | ×0.740 | ×1.050 | ×0.995 | 0.86% |
| Home runs /BIP | 1.11% | ÷1.000 | ×0.800 | — | ×0.995 | 0.88% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 20 vs a level average of 19.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .333 → .239; ISO .136 → .094; BABIP .371 → .309. 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 — .