Juan Diaz
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2013 | 24 | AAA/INTL2 orgs | 571 | .235/.308/.341 | 9 | 2 | 62 | — | .226/.283/.311 |
| 2014 | 25 | AAA/INTL2 orgs | 601 | .272/.312/.400 | 12 | 5 | 70 | — | .246/.274/.352 |
| 2015 | 26 | AAANew Orleans Z… | 396 | .272/.317/.373 | 5 | 0 | 63 | — | .244/.279/.327 |
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 Mariners | — | 218 | 178 | 34 | 8 | 4 | 0 | 30 | 46 | 6 | 4 | 5 | 191 | 327 | 281 | 608 | 90 | 254 | 21 | 14 | 284 | 17 | — | — | — | — | — | — |
| 2007 | 18 | A+ | High Desert Mavericks | — | 22 | 20 | 3 | 0 | 1 | 0 | 2 | 8 | 0 | 0 | 0 | 150 | 227 | 250 | 477 | 100 | 250 | 36 | 9 | 219 | -8 | — | — | — | — | — | — |
| 2007 | 18 | A | Wisconsin Timber Rattlers | — | 287 | 259 | 59 | 12 | 0 | 1 | 19 | 53 | 3 | 2 | 10 | 228 | 288 | 286 | 574 | 58 | 283 | 18 | 7 | 260 | 40 | — | — | — | — | — | — |
| 2008 | 19 | A | Wisconsin Timber Rattlers | — | 497 | 451 | 105 | 16 | 4 | 3 | 28 | 86 | 1 | 6 | 5 | 233 | 279 | 306 | 585 | 73 | 276 | 17 | 6 | 257 | 43 | — | — | — | — | — | — |
| 2009 | 20 | A+ | High Desert Mavericks | — | 351 | 325 | 101 | 22 | 5 | 4 | 23 | 65 | 0 | 5 | 2 | 311 | 356 | 446 | 802 | 135 | 379 | 19 | 7 | 353 | 89 | — | — | — | — | — | — |
| 2010 | 21 | A+ | Kinston Indians | — | 514 | 472 | 134 | 15 | 4 | 8 | 34 | 96 | 1 | 10 | 4 | 284 | 333 | 383 | 717 | 100 | 341 | 19 | 7 | 318 | 70 | — | — | — | — | — | — |
| 2011 | 22 | AA | Akron Aeros | — | 569 | 522 | 133 | 24 | 4 | 9 | 40 | 116 | 3 | 9 | 2 | 255 | 312 | 368 | 679 | 113 | 310 | 20 | 7 | 304 | 80 | — | — | — | — | — | — |
| 2011 | 22 | INTL | Estrellas de Oriente | — | 33 | 30 | 4 | 0 | 0 | 0 | 3 | 5 | 0 | 0 | 0 | 133 | 212 | 133 | 345 | 160 | 15 | 9 | 173 | 3 | — | — | — | — | — | — | |
| 2012 | 23 | MLB | Cleveland Indians | — | 17 | 15 | 4 | 0 | 0 | 0 | 1 | 5 | 1 | 0 | 0 | 267 | 353 | 267 | 620 | 400 | 29 | 6 | 297 | 87 | -0 | +0 | -1 | +7 | +0 | 0.6 | |
| 2012 | 23 | AAA | Columbus Clippers | — | 76 | 72 | 22 | 5 | 0 | 2 | 4 | 18 | 0 | 0 | 0 | 306 | 342 | 458 | 800 | 153 | 385 | 24 | 5 | 355 | 90 | — | — | — | — | — | — |
| 2012 | 23 | AA | Akron Aeros | — | 405 | 371 | 96 | 24 | 2 | 11 | 25 | 95 | 3 | 1 | 3 | 259 | 311 | 423 | 734 | 164 | 318 | 23 | 6 | 321 | 73 | — | — | — | — | — | — |
| 2012 | 23 | INTL | Estrellas de Oriente | — | 124 | 116 | 30 | 5 | 1 | 2 | 5 | 26 | 0 | 1 | 0 | 259 | 289 | 371 | 660 | 112 | 318 | 21 | 4 | 287 | 80 | — | — | — | — | — | — |
| 2013 | 24 | AAA | Columbus Clippers | — | 496 | 443 | 107 | 23 | 0 | 8 | 46 | 130 | 3 | 2 | 1 | 242 | 317 | 348 | 665 | 106 | 324 | 26 | 9 | 301 | 64 | — | — | — | — | — | — |
| 2013 | 24 | INTL | Estrellas de Oriente | — | 75 | 68 | 13 | 4 | 0 | 1 | 2 | 25 | 3 | 0 | 0 | 191 | 247 | 294 | 541 | 103 | 286 | 33 | 3 | 241 | 49 | — | — | — | — | — | — |
| 2014 | 25 | AAA | New Orleans Zephyrs | — | 498 | 464 | 129 | 27 | 1 | 12 | 22 | 117 | 3 | 5 | 3 | 278 | 315 | 418 | 733 | 140 | 342 | 23 | 4 | 320 | 70 | — | — | — | — | — | — |
| 2014 | 25 | INTL | Estrellas de Oriente | — | 103 | 94 | 23 | 6 | 0 | 0 | 7 | 23 | 0 | 0 | 0 | 245 | 297 | 309 | 606 | 64 | 319 | 22 | 7 | 272 | 70 | — | — | — | — | — | — |
| 2015 | 26 | AAA | New Orleans Zephyrs | — | 396 | 367 | 100 | 18 | 2 | 5 | 22 | 77 | 2 | 0 | 2 | 272 | 317 | 373 | 690 | 101 | 330 | 19 | 6 | 307 | 63 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 17 | 15 | 4 | 0 | 0 | 0 | 1 | 5 | 1 | 0 | 0 | 267 | 353 | 267 | 620 | 400 | 29 | 6 | 297 | 87 | -0 | +0 | -1 | +7 | +0 | 0.6 | |||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2006 | 17 | ROK MLE | DSL Mariners | — | 218 | 187 | 24 | 5 | 3 | 0 | 21 | 56 | 6 | 4 | 5 | 128 | 238 | 187 | 425 | 59 | 169 | 26 | 10 | 194 | 17 | — | — | — | — | — | — |
| 2007 | 18 | A+ MLE | High Desert Mavericks | — | 22 | 21 | 3 | 0 | 1 | 0 | 1 | 11 | 0 | 0 | 0 | 143 | 182 | 238 | 420 | 95 | 226 | 50 | 5 | 156 | -8 | — | — | — | — | — | — |
| 2007 | 18 | A MLE | Wisconsin Timber Rattlers | — | 287 | 264 | 57 | 11 | 0 | 1 | 14 | 72 | 3 | 2 | 10 | 216 | 263 | 269 | 532 | 53 | 280 | 25 | 5 | 228 | 40 | — | — | — | — | — | — |
| 2008 | 19 | A MLE | Wisconsin Timber Rattlers | — | 497 | 460 | 100 | 14 | 4 | 2 | 19 | 117 | 1 | 6 | 5 | 217 | 250 | 278 | 528 | 61 | 270 | 24 | 4 | 232 | 43 | — | — | — | — | — | — |
| 2009 | 20 | A+ MLE | High Desert Mavericks | — | 351 | 331 | 91 | 18 | 4 | 4 | 17 | 87 | 0 | 5 | 2 | 275 | 310 | 390 | 700 | 115 | 360 | 25 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2010 | 21 | A+ MLE | Kinston Indians | — | 514 | 484 | 123 | 14 | 3 | 6 | 22 | 132 | 1 | 10 | 4 | 254 | 288 | 333 | 621 | 79 | 331 | 26 | 4 | 271 | 70 | — | — | — | — | — | — |
| 2011 | 22 | AA MLE | Akron Aeros | — | 569 | 534 | 136 | 23 | 3 | 7 | 28 | 141 | 3 | 9 | 2 | 255 | 296 | 348 | 644 | 94 | 330 | 25 | 5 | 286 | 80 | — | — | — | — | — | — |
| 2012 | 23 | MLB MLE | Cleveland Indians | — | 17 | 15 | 4 | 0 | 0 | 0 | 1 | 5 | 1 | 0 | 0 | 267 | 353 | 267 | 620 | 400 | 29 | 6 | 297 | 87 | -0 | +0 | -1 | +7 | +0 | 0.6 | |
| 2012 | 23 | AAA MLE | Columbus Clippers | — | 76 | 73 | 19 | 4 | 0 | 1 | 3 | 22 | 0 | 0 | 0 | 260 | 289 | 356 | 646 | 96 | 379 | 29 | 4 | 301 | 90 | — | — | — | — | — | — |
| 2012 | 23 | AA MLE | Akron Aeros | — | 405 | 379 | 88 | 20 | 2 | 9 | 17 | 118 | 3 | 1 | 3 | 232 | 271 | 367 | 637 | 135 | 306 | 29 | 4 | 276 | 73 | — | — | — | — | — | — |
| 2013 | 24 | AAA MLE | Columbus Clippers | — | 496 | 456 | 103 | 21 | 0 | 6 | 33 | 154 | 3 | 2 | 1 | 226 | 283 | 311 | 594 | 86 | 322 | 31 | 7 | 263 | 64 | — | — | — | — | — | — |
| 2014 | 25 | AAA MLE | New Orleans Zephyrs | — | 498 | 471 | 116 | 24 | 1 | 8 | 15 | 150 | 3 | 5 | 3 | 246 | 274 | 352 | 626 | 106 | 328 | 30 | 3 | 272 | 70 | — | — | — | — | — | — |
| 2015 | 26 | AAA MLE | New Orleans Zephyrs | — | 396 | 373 | 91 | 15 | 2 | 4 | 16 | 98 | 2 | 0 | 2 | 244 | 279 | 327 | 606 | 83 | 309 | 25 | 4 | 261 | 63 | — | — | — | — | — | — |
| 2006 | 17 | ROK MLE | DSL Mariners | — | 218 | 187 | 24 | 5 | 3 | 0 | 21 | 56 | 6 | 4 | 5 | 128 | 238 | 187 | 425 | 59 | 180 | 26 | 10 | 194 | 17 | — | — | — | — | — | — |
| 2006 | 17 | ROK RAW | DSL Mariners | — | 218 | 178 | 34 | 8 | 4 | 0 | 30 | 46 | 6 | 4 | 5 | 191 | 327 | 281 | 608 | 90 | 254 | 21 | 14 | 284 | 17 | — | — | — | — | — | — |
| 2007 | 18 | A MLE | 2 teams | — | 309 | 285 | 59 | 11 | 1 | 1 | 15 | 83 | 3 | 2 | 10 | 207 | 254 | 263 | 517 | 56 | 289 | 27 | 5 | 223 | 37 | — | — | — | — | — | — |
| 2007 | 18 | A RAW | 2 teams | — | 309 | 279 | 62 | 12 | 1 | 1 | 21 | 61 | 3 | 2 | 10 | 222 | 284 | 283 | 567 | 61 | 281 | 20 | 7 | 257 | 37 | — | — | — | — | — | — |
| 2008 | 19 | A MLE | Wisconsin Timber Rattlers | — | 497 | 460 | 100 | 14 | 4 | 2 | 19 | 117 | 1 | 6 | 5 | 217 | 250 | 278 | 528 | 61 | 281 | 24 | 4 | 232 | 43 | — | — | — | — | — | — |
| 2008 | 19 | A RAW | Wisconsin Timber Rattlers | — | 497 | 451 | 105 | 16 | 4 | 3 | 28 | 86 | 1 | 6 | 5 | 233 | 279 | 306 | 585 | 73 | 276 | 17 | 6 | 257 | 43 | — | — | — | — | — | — |
| 2009 | 20 | A+ MLE | High Desert Mavericks | — | 351 | 331 | 91 | 18 | 4 | 4 | 17 | 87 | 0 | 5 | 2 | 275 | 310 | 390 | 700 | 115 | 362 | 25 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2009 | 20 | A+ RAW | High Desert Mavericks | — | 351 | 325 | 101 | 22 | 5 | 4 | 23 | 65 | 0 | 5 | 2 | 311 | 356 | 446 | 802 | 135 | 379 | 19 | 7 | 353 | 89 | — | — | — | — | — | — |
| 2010 | 21 | A+ MLE | Kinston Indians | — | 514 | 484 | 123 | 14 | 3 | 6 | 22 | 132 | 1 | 10 | 4 | 254 | 288 | 333 | 621 | 79 | 337 | 26 | 4 | 271 | 70 | — | — | — | — | — | — |
| 2010 | 21 | A+ RAW | Kinston Indians | — | 514 | 472 | 134 | 15 | 4 | 8 | 34 | 96 | 1 | 10 | 4 | 284 | 333 | 383 | 717 | 100 | 341 | 19 | 7 | 318 | 70 | — | — | — | — | — | — |
| 2011 | 22 | AA MLE | 2 teams | — | 602 | 565 | 146 | 25 | 4 | 8 | 30 | 149 | 3 | 9 | 2 | 258 | 299 | 359 | 659 | 101 | 336 | 25 | 5 | 286 | 80 | — | — | — | — | — | — |
| 2011 | 22 | AA RAW | 2 teams | — | 602 | 552 | 137 | 24 | 4 | 9 | 43 | 121 | 3 | 9 | 2 | 248 | 306 | 355 | 661 | 107 | 301 | 20 | 7 | 297 | 80 | — | — | — | — | — | — |
| 2012 | 23 | AA MLE | 4 teams | — | 622 | 582 | 140 | 31 | 2 | 13 | 27 | 182 | 4 | 2 | 3 | 241 | 279 | 368 | 647 | 127 | 326 | 29 | 4 | 281 | 76 | — | — | — | — | — | — |
| 2012 | 23 | AA RAW | 4 teams | — | 622 | 574 | 152 | 34 | 3 | 15 | 35 | 144 | 4 | 2 | 3 | 265 | 312 | 413 | 724 | 148 | 329 | 23 | 6 | 318 | 76 | — | — | — | — | — | — |
| 2013 | 24 | AAA MLE | 2 teams | — | 571 | 521 | 119 | 25 | 0 | 7 | 38 | 177 | 6 | 2 | 1 | 228 | 288 | 317 | 605 | 88 | 331 | 31 | 7 | 263 | 64 | — | — | — | — | — | — |
| 2013 | 24 | AAA RAW | 2 teams | — | 571 | 511 | 120 | 27 | 0 | 9 | 48 | 155 | 6 | 2 | 1 | 235 | 308 | 341 | 648 | 106 | 319 | 27 | 8 | 293 | 64 | — | — | — | — | — | — |
| 2014 | 25 | AAA MLE | 2 teams | — | 601 | 569 | 140 | 29 | 1 | 10 | 18 | 181 | 3 | 5 | 3 | 246 | 273 | 353 | 626 | 107 | 337 | 30 | 3 | 272 | 70 | — | — | — | — | — | — |
| 2014 | 25 | AAA RAW | 2 teams | — | 601 | 558 | 152 | 33 | 1 | 12 | 29 | 140 | 3 | 5 | 3 | 272 | 312 | 400 | 712 | 127 | 338 | 23 | 5 | 312 | 70 | — | — | — | — | — | — |
| 2015 | 26 | AAA MLE | New Orleans Zephyrs | — | 396 | 373 | 91 | 15 | 2 | 4 | 16 | 98 | 2 | 0 | 2 | 244 | 279 | 327 | 606 | 83 | 318 | 25 | 4 | 261 | 63 | — | — | — | — | — | — |
| 2015 | 26 | AAA RAW | New Orleans Zephyrs | — | 396 | 367 | 100 | 18 | 2 | 5 | 22 | 77 | 2 | 0 | 2 | 272 | 317 | 373 | 690 | 101 | 330 | 19 | 6 | 307 | 63 | — | — | — | — | — | — |
| 2006 | 17 | ROK MLE | DSL Mariners | — | 218 | 189 | 24 | 5 | 3 | 0 | 21 | 56 | 6 | 4 | 5 | 127 | 238 | 185 | 424 | 58 | 169 | 26 | 10 | 194 | 17 | — | — | — | — | — | — |
| 2007 | 18 | A MLE | 2 teams | — | 309 | 288 | 59 | 11 | 1 | 1 | 15 | 83 | 3 | 2 | 10 | 205 | 254 | 260 | 515 | 56 | 276 | 27 | 5 | 223 | 37 | — | — | — | — | — | — |
| 2008 | 19 | A MLE | Wisconsin Timber Rattlers | — | 497 | 474 | 100 | 14 | 4 | 2 | 19 | 117 | 1 | 6 | 5 | 211 | 250 | 270 | 520 | 59 | 270 | 24 | 4 | 232 | 43 | — | — | — | — | — | — |
| 2009 | 20 | A+ MLE | High Desert Mavericks | — | 351 | 331 | 91 | 18 | 4 | 4 | 17 | 87 | 0 | 5 | 2 | 275 | 310 | 390 | 700 | 115 | 360 | 25 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2010 | 21 | A+ MLE | Kinston Indians | — | 514 | 486 | 123 | 14 | 3 | 6 | 22 | 132 | 1 | 10 | 4 | 253 | 288 | 331 | 619 | 78 | 331 | 26 | 4 | 271 | 70 | — | — | — | — | — | — |
| 2011 | 22 | AA MLE | 2 teams | — | 602 | 564 | 146 | 25 | 4 | 8 | 30 | 149 | 3 | 9 | 2 | 259 | 299 | 360 | 659 | 101 | 330 | 25 | 5 | 286 | 80 | — | — | — | — | — | — |
| 2012 | 23 | AA MLE | 4 teams | — | 622 | 586 | 140 | 31 | 2 | 13 | 27 | 182 | 4 | 2 | 3 | 239 | 279 | 365 | 644 | 126 | 320 | 29 | 4 | 281 | 76 | — | — | — | — | — | — |
| 2013 | 24 | AAA MLE | 2 teams | — | 571 | 522 | 119 | 25 | 0 | 7 | 38 | 177 | 6 | 2 | 1 | 228 | 288 | 316 | 605 | 88 | 322 | 31 | 7 | 263 | 64 | — | — | — | — | — | — |
| 2014 | 25 | AAA MLE | 2 teams | — | 601 | 575 | 140 | 29 | 1 | 10 | 18 | 181 | 3 | 5 | 3 | 243 | 273 | 350 | 622 | 106 | 328 | 30 | 3 | 272 | 70 | — | — | — | — | — | — |
| 2015 | 26 | AAA MLE | New Orleans Zephyrs | — | 396 | 375 | 91 | 15 | 2 | 4 | 16 | 98 | 2 | 0 | 2 | 243 | 279 | 325 | 604 | 83 | 309 | 25 | 4 | 261 | 63 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 17 | 15 | 4 | 0 | 0 | 0 | 1 | 5 | 1 | 0 | 0 | 267 | 353 | 267 | 620 | 400 | 29 | 6 | 297 | 65 | -0 | +0 | -1 | +7 | +0 | 0.6 | ||
| / 162G | — | A+C | — | 650 | 574 | 153 | 0 | 0 | 0 | 38 | 191 | 38 | 0 | 0 | 267 | 352 | 267 | 619 | 399 | 29 | 6 | 297 | 65 | -10 | +0 | -52 | +255 | +14 | 21.2 | ||
| Career | — | MLE | — | 4681 | 4357 | 1033 | 187 | 24 | 55 | 223 | 1262 | 29 | 45 | 37 | 237 | 279 | 329 | 608 | 92 | 319 | 27 | 5 | 264 | 65 | -0 | +0 | -1 | +7 | +0 | 0.6 | |
| / 162G | — | MLE | — | 650 | 605 | 144 | 26 | 3 | 8 | 31 | 175 | 4 | 6 | 5 | 238 | 280 | 331 | 610 | 93 | 319 | 27 | 5 | 264 | 65 | -10 | +0 | -52 | +255 | +14 | 21.2 | |
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.
2015 AAANew Orleans Zephyrs · 396 PAwOBA .301 → .261 (−40)K% 19.4% → 24.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.44% | ÷1.016 | ×1.290 | — | — | 24.69% |
| BB% (unintentional) /PA | 5.56% | ÷0.997 | ×0.710 | — | ×1.003 | 3.97% |
| HBP% /PA | 0.51% | — | ×0.980 | — | ×1.003 | 0.50% |
| Singles /BIP | 25.86% | ÷0.969 | ×0.900 | ×1.039 | ×1.003 | 25.02% |
| Doubles /BIP | 6.21% | ÷1.012 | ×0.810 | ×1.039 | ×1.003 | 5.17% |
| Triples /BIP | 0.69% | ÷0.985 | ×0.810 | ×1.039 | ×1.003 | 0.59% |
| Home runs /BIP | 1.72% | ÷0.975 | ×0.780 | — | ×1.003 | 1.38% |
Factors used: league row PCL. Park (home-season share, regressed): HR 95, 1B 94, 2B 102, 3B 97, K 103, BB 99 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.039.
Result: wOBA .301 → .261; ISO .101 → .080; BABIP .330 → .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).
2014 AAANew Orleans Zephyrs · 498 PAwOBA .315 → .272 (−43)K% 23.5% → 30.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.49% | ÷1.008 | ×1.290 | — | — | 30.07% |
| BB% (unintentional) /PA | 4.22% | ÷1.007 | ×0.710 | — | ×1.018 | 3.03% |
| HBP% /PA | 0.60% | — | ×0.980 | — | ×1.018 | 0.60% |
| Singles /BIP | 25.65% | ÷0.980 | ×0.900 | ×1.047 | ×1.018 | 25.10% |
| Doubles /BIP | 7.78% | ÷0.923 | ×0.810 | ×1.047 | ×1.018 | 7.27% |
| Triples /BIP | 0.29% | ÷0.900 | ×0.810 | ×1.047 | ×1.018 | 0.28% |
| Home runs /BIP | 3.46% | ÷1.098 | ×0.780 | — | ×1.018 | 2.50% |
Factors used: league row PCL. Park (home-season share, regressed): HR 120, 1B 96, 2B 85, 3B 80, K 102, BB 101 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.047.
Result: wOBA .315 → .272; ISO .140 → .109; BABIP .342 → .328. 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 AAAColumbus Clippers · 496 PAwOBA .293 → .263 (−30)K% 26.2% → 31.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.21% | ÷1.013 | ×1.200 | — | — | 31.04% |
| BB% (unintentional) /PA | 9.07% | ÷0.986 | ×0.690 | — | ×1.033 | 6.56% |
| HBP% /PA | 0.60% | — | ×0.940 | — | ×1.033 | 0.59% |
| Singles /BIP | 24.28% | ÷0.980 | ×0.930 | ×1.037 | ×1.033 | 24.67% |
| Doubles /BIP | 7.35% | ÷0.933 | ×0.830 | ×1.037 | ×1.033 | 7.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×1.037 | ×1.033 | 0.00% |
| Home runs /BIP | 2.56% | ÷1.111 | ×0.840 | — | ×1.033 | 2.00% |
Factors used: league row IL. Park (home-season share, regressed): HR 122, 1B 96, 2B 87, 3B 80, K 103, BB 97 — 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 ×1.037.
Result: wOBA .293 → .263; ISO .106 → .090; BABIP .324 → .322. 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 AAAkron Aeros · 405 PAwOBA .313 → .276 (−37)K% 23.5% → 29.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.46% | ÷0.979 | ×1.220 | — | — | 29.23% |
| BB% (unintentional) /PA | 5.93% | ÷0.966 | ×0.700 | — | ×1.012 | 4.34% |
| HBP% /PA | 0.74% | — | ×0.850 | — | ×1.012 | 0.64% |
| Singles /BIP | 21.38% | ÷1.027 | ×0.970 | ×1.050 | ×1.012 | 21.45% |
| Doubles /BIP | 8.70% | ÷1.035 | ×0.860 | ×1.050 | ×1.012 | 7.68% |
| Triples /BIP | 0.72% | ÷1.142 | ×0.950 | ×1.050 | ×1.012 | 0.64% |
| Home runs /BIP | 3.99% | ÷0.903 | ×0.780 | — | ×1.012 | 3.48% |
Factors used: league row EL. Park (home-season share, regressed): HR 81, 1B 105, 2B 107, 3B 128, K 96, BB 93 — 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 ×1.050.
Result: wOBA .313 → .276; ISO .164 → .139; BABIP .318 → .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).
2012 AAAColumbus Clippers · 76 PAwOBA .345 → .301 (−43)K% 23.7% → 29.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.68% | ÷0.974 | ×1.200 | — | — | 29.17% |
| BB% (unintentional) /PA | 5.26% | ÷0.998 | ×0.690 | — | ×1.048 | 3.81% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.048 | 0.00% |
| Singles /BIP | 27.78% | ÷1.002 | ×0.930 | ×1.050 | ×1.048 | 28.37% |
| Doubles /BIP | 9.26% | ÷0.999 | ×0.830 | ×1.050 | ×1.048 | 8.46% |
| Triples /BIP | 0.00% | ÷1.101 | ×0.970 | ×1.050 | ×1.048 | 0.00% |
| Home runs /BIP | 3.70% | ÷1.178 | ×0.840 | — | ×1.048 | 2.77% |
Factors used: league row IL. Park (home-season share, regressed): HR 136, 1B 100, 2B 100, 3B 120, K 95, BB 100 — applied at half strength. Age: age 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .345 → .301; ISO .153 → .119; BABIP .385 → .379. 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 AAAkron Aeros · 569 PAwOBA .296 → .286 (−10)K% 20.4% → 24.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.39% | ÷1.001 | ×1.220 | — | — | 24.84% |
| BB% (unintentional) /PA | 6.68% | ÷0.964 | ×0.700 | — | ×1.027 | 4.98% |
| HBP% /PA | 0.53% | — | ×0.850 | — | ×1.027 | 0.46% |
| Singles /BIP | 23.65% | ÷0.955 | ×0.970 | ×1.050 | ×1.027 | 25.89% |
| Doubles /BIP | 5.91% | ÷0.931 | ×0.860 | ×1.050 | ×1.027 | 5.89% |
| Triples /BIP | 0.99% | ÷1.150 | ×0.950 | ×1.050 | ×1.027 | 0.88% |
| Home runs /BIP | 2.22% | ÷0.948 | ×0.780 | — | ×1.027 | 1.87% |
Factors used: league row EL. Park (home-season share, regressed): HR 90, 1B 91, 2B 86, 3B 130, K 100, BB 93 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .296 → .286; ISO .113 → .101; BABIP .310 → .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).
2010 A+Kinston Indians · 514 PAwOBA .311 → .271 (−40)K% 18.7% → 25.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.68% | ÷1.035 | ×1.420 | — | — | 25.62% |
| BB% (unintentional) /PA | 6.61% | ÷0.976 | ×0.630 | — | ×1.012 | 4.32% |
| HBP% /PA | 0.19% | — | ×0.860 | — | ×1.012 | 0.17% |
| Singles /BIP | 28.46% | ÷1.020 | ×0.940 | ×1.050 | ×1.012 | 27.87% |
| Doubles /BIP | 3.99% | ÷0.914 | ×0.830 | ×1.050 | ×1.012 | 3.85% |
| Triples /BIP | 1.06% | ÷0.957 | ×0.800 | ×1.050 | ×1.012 | 0.95% |
| Home runs /BIP | 2.13% | ÷1.144 | ×0.900 | — | ×1.012 | 1.69% |
Factors used: league row CAR. Park (home-season share, regressed): HR 129, 1B 104, 2B 83, 3B 91, K 107, 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 .311 → .271; ISO .100 → .082; BABIP .341 → .331. 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 A+High Desert Mavericks · 351 PAwOBA .344 → .300 (−44)K% 18.5% → 24.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.52% | ÷1.000 | ×1.340 | — | — | 24.81% |
| BB% (unintentional) /PA | 6.55% | ÷1.000 | ×0.710 | — | ×1.027 | 4.78% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×1.027 | 0.00% |
| Singles /BIP | 26.92% | ÷1.000 | ×0.910 | ×1.050 | ×1.027 | 26.42% |
| Doubles /BIP | 8.46% | ÷1.000 | ×0.820 | ×1.050 | ×1.027 | 7.48% |
| Triples /BIP | 1.92% | ÷1.000 | ×0.760 | ×1.050 | ×1.027 | 1.58% |
| Home runs /BIP | 1.54% | ÷1.000 | ×0.920 | — | ×1.027 | 1.45% |
Factors used: league row CAL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .344 → .300; ISO .135 → .114; BABIP .379 → .360. 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 — .