Julio Borbon
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2016 | 30 | AABowie Baysox | 470 | .276/.335/.363 | 6 | 30 | 70 | — | .258/.297/.324 | |
| 2016 | 30 | MLBBAL | 15 | .308/.308/.308 | 0 | 0 | 48 | -0.7 | ||
| 2017 | 31 | AAA/INTL2 orgs | 552 | .356/.433/.477 | 8 | 28 | 126 | — | .321/.364/.409 | |
| 2018 | 32 | INTLTigres del Li… | 52 | .190/.346/.357 | 1 | 3 | 107 | — | ||
| 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 | AA | Frisco RoughRiders | — | 280 | 255 | 86 | 12 | 2 | 5 | 14 | 32 | 4 | 17 | 11 | 337 | 381 | 459 | 840 | 122 | 370 | 11 | 5 | 366 | 118 | — | — | — | — | — | — |
| 2008 | 22 | A+ | Bakersfield Blaze | — | 314 | 291 | 89 | 20 | 0 | 2 | 15 | 30 | 4 | 36 | 7 | 306 | 348 | 395 | 744 | 89 | 333 | 10 | 5 | 331 | 85 | — | — | — | — | — | — |
| 2009 | 23 | MLB | Texas Rangers | — | 179 | 157 | 49 | 4 | 0 | 4 | 15 | 28 | 1 | 19 | 4 | 312 | 376 | 414 | 790 | 102 | 360 | 16 | 8 | 345 | 120 | +4 | +2 | -2 | -7 | +4 | 0.1 |
| 2009 | 23 | AAA | Oklahoma City RedHawks | — | 457 | 407 | 125 | 12 | 7 | 2 | 33 | 40 | 7 | 25 | 7 | 307 | 369 | 386 | 755 | 79 | 335 | 9 | 7 | 335 | 95 | — | — | — | — | — | — |
| 2010 | 24 | MLB | Texas Rangers | — | 468 | 438 | 121 | 11 | 4 | 3 | 19 | 59 | 2 | 15 | 7 | 276 | 309 | 340 | 650 | 64 | 313 | 13 | 4 | 288 | 77 | -13 | +0 | +10 | +2 | +10 | 1.0 |
| 2010 | 24 | INTL | Aguilas Cibaenas | — | 105 | 96 | 25 | 2 | 1 | 1 | 6 | 19 | 3 | 4 | 3 | 260 | 324 | 333 | 657 | 73 | 316 | 18 | 6 | 302 | 90 | — | — | — | — | — | — |
| 2011 | 25 | MLB | Texas Rangers | — | 98 | 89 | 24 | 1 | 3 | 0 | 3 | 9 | 2 | 6 | 2 | 270 | 309 | 348 | 657 | 79 | 296 | 9 | 3 | 284 | 74 | -3 | +0 | -1 | +1 | +2 | -0.0 |
| 2011 | 25 | AAA | Round Rock Express | — | 153 | 131 | 39 | 10 | 4 | 0 | 14 | 22 | 3 | 16 | 4 | 298 | 378 | 435 | 813 | 137 | 355 | 14 | 9 | 352 | 93 | — | — | — | — | — | — |
| 2011 | 25 | INTL | Dominican Republic | — | 116 | 97 | 18 | 4 | 2 | 1 | 13 | 19 | 1 | 5 | 2 | 186 | 288 | 299 | 587 | 113 | 218 | 16 | 11 | 260 | 62 | — | — | — | — | — | — |
| 2012 | 26 | AAA | Round Rock Express | — | 585 | 533 | 162 | 23 | 8 | 10 | 37 | 69 | 3 | 20 | 8 | 304 | 352 | 433 | 785 | 129 | 331 | 12 | 6 | 343 | 94 | — | — | — | — | — | — |
| 2013 | 27 | MLB | Chicago Cubs | — | 118 | 105 | 21 | 3 | 1 | 1 | 12 | 22 | 0 | 7 | 1 | 200 | 282 | 276 | 558 | 76 | 244 | 19 | 10 | 258 | 59 | -6 | +1 | -1 | +1 | +3 | -0.2 |
| 2013 | 27 | AAA | Iowa Cubs | — | 86 | 73 | 19 | 5 | 0 | 0 | 12 | 15 | 0 | 5 | 1 | 260 | 365 | 329 | 693 | 68 | 322 | 17 | 14 | 319 | 63 | — | — | — | — | — | — |
| 2013 | 27 | INTL | Tigres del Licey | — | 54 | 44 | 8 | 1 | 2 | 0 | 7 | 4 | 1 | 1 | 0 | 182 | 308 | 295 | 603 | 114 | 200 | 7 | 13 | 271 | 70 | — | — | — | — | — | — |
| 2014 | 28 | AAA | Norfolk Tides | — | 512 | 466 | 134 | 9 | 4 | 5 | 38 | 73 | 1 | 34 | 10 | 288 | 343 | 356 | 699 | 69 | 332 | 14 | 7 | 314 | 72 | — | — | — | — | — | — |
| 2015 | 29 | AAA | Norfolk Tides | — | 372 | 346 | 93 | 9 | 3 | 1 | 16 | 47 | 0 | 23 | 8 | 269 | 301 | 321 | 622 | 52 | 307 | 13 | 4 | 274 | 54 | — | — | — | — | — | — |
| 2016 | 30 | MLB | Baltimore Orioles | — | 15 | 13 | 4 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 1 | 308 | 308 | 308 | 615 | 400 | 20 | 0 | 241 | 48 | -1 | -0 | -1 | -5 | +0 | -0.7 | |
| 2016 | 30 | AA | Bowie Baysox | — | 470 | 424 | 117 | 11 | 4 | 6 | 36 | 59 | 2 | 30 | 10 | 276 | 335 | 363 | 699 | 87 | 308 | 13 | 8 | 312 | 70 | — | — | — | — | — | — |
| 2017 | 31 | AAA | Pericos de Puebla | — | 389 | 337 | 123 | 14 | 3 | 5 | 33 | 40 | 6 | 20 | 7 | 365 | 431 | 469 | 900 | 104 | 399 | 10 | 8 | 391 | 110 | — | — | — | — | — | — |
| 2017 | 31 | INTL | Tigres del Licey | — | 163 | 135 | 45 | 9 | 2 | 3 | 22 | 22 | 3 | 8 | 4 | 333 | 438 | 496 | 934 | 163 | 382 | 13 | 13 | 409 | 163 | — | — | — | — | — | — |
| 2018 | 32 | INTL | Tigres del Licey | — | 52 | 42 | 8 | 2 | 1 | 1 | 8 | 11 | 2 | 3 | 0 | 190 | 346 | 357 | 703 | 167 | 233 | 21 | 15 | 326 | 107 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 878 | 802 | 219 | 19 | 8 | 8 | 49 | 121 | 5 | 47 | 15 | 273 | 319 | 347 | 666 | 74 | 313 | 14 | 6 | 294 | 85 | -15 | +3 | +6 | -8 | +19 | 0.5 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2008 | 22 | AA MLE | Frisco RoughRiders | — | 280 | 259 | 86 | 11 | 2 | 4 | 10 | 39 | 4 | 17 | 11 | 332 | 366 | 436 | 803 | 104 | 365 | 14 | 4 | 343 | 118 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | Bakersfield Blaze | — | 314 | 295 | 83 | 17 | 0 | 2 | 11 | 40 | 4 | 36 | 7 | 281 | 316 | 359 | 675 | 78 | 315 | 13 | 4 | 294 | 85 | — | — | — | — | — | — |
| 2009 | 23 | MLB MLE | Texas Rangers | — | 179 | 157 | 49 | 4 | 0 | 4 | 15 | 28 | 1 | 19 | 4 | 312 | 376 | 414 | 790 | 102 | 360 | 16 | 8 | 345 | 120 | +4 | +2 | -2 | -7 | +4 | 0.1 |
| 2009 | 23 | AAA MLE | Oklahoma City RedHawks | — | 457 | 417 | 124 | 11 | 6 | 2 | 23 | 52 | 7 | 25 | 7 | 297 | 345 | 367 | 711 | 70 | 324 | 11 | 5 | 309 | 95 | — | — | — | — | — | — |
| 2010 | 24 | MLB MLE | Texas Rangers | — | 468 | 438 | 119 | 10 | 4 | 3 | 19 | 59 | 2 | 15 | 7 | 272 | 305 | 333 | 638 | 62 | 313 | 13 | 4 | 282 | 77 | -13 | +0 | +10 | +2 | +10 | 1.0 |
| 2011 | 25 | MLB MLE | Texas Rangers | — | 98 | 89 | 24 | 1 | 3 | 0 | 3 | 9 | 2 | 6 | 2 | 270 | 309 | 348 | 657 | 79 | 296 | 9 | 3 | 278 | 74 | -3 | +0 | -1 | +1 | +2 | -0.0 |
| 2011 | 25 | AAA MLE | Round Rock Express | — | 153 | 135 | 36 | 9 | 3 | 0 | 10 | 29 | 3 | 16 | 4 | 267 | 331 | 378 | 709 | 111 | 324 | 19 | 7 | 306 | 93 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | Round Rock Express | — | 585 | 544 | 152 | 21 | 6 | 9 | 27 | 85 | 3 | 20 | 8 | 279 | 317 | 390 | 707 | 110 | 309 | 15 | 5 | 307 | 94 | — | — | — | — | — | — |
| 2013 | 27 | MLB MLE | Chicago Cubs | — | 118 | 105 | 21 | 3 | 1 | 1 | 12 | 22 | 0 | 7 | 1 | 200 | 282 | 276 | 558 | 76 | 244 | 19 | 10 | 255 | 59 | -6 | +1 | -1 | +1 | +3 | -0.2 |
| 2013 | 27 | AAA MLE | Iowa Cubs | — | 86 | 78 | 17 | 4 | 0 | 0 | 7 | 19 | 0 | 5 | 1 | 218 | 282 | 269 | 552 | 51 | 287 | 22 | 8 | 262 | 63 | — | — | — | — | — | — |
| 2014 | 28 | AAA MLE | Norfolk Tides | — | 512 | 478 | 127 | 9 | 4 | 3 | 26 | 86 | 1 | 34 | 10 | 266 | 305 | 320 | 625 | 54 | 313 | 17 | 5 | 275 | 72 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Norfolk Tides | — | 372 | 352 | 91 | 8 | 3 | 1 | 10 | 59 | 0 | 23 | 8 | 259 | 279 | 307 | 586 | 48 | 293 | 16 | 3 | 248 | 54 | — | — | — | — | — | — |
| 2016 | 30 | MLB MLE | Baltimore Orioles | — | 15 | 13 | 4 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 1 | 308 | 308 | 308 | 615 | 400 | 20 | 0 | 239 | 48 | -1 | -0 | -1 | -5 | +0 | -0.7 | |
| 2016 | 30 | AA MLE | Bowie Baysox | — | 470 | 438 | 113 | 9 | 4 | 4 | 22 | 73 | 2 | 30 | 10 | 258 | 297 | 324 | 621 | 66 | 294 | 16 | 5 | 271 | 70 | — | — | — | — | — | — |
| 2017 | 31 | AAA MLE | Pericos de Puebla | — | 389 | 352 | 113 | 13 | 3 | 4 | 18 | 52 | 6 | 20 | 7 | 321 | 364 | 409 | 773 | 88 | 344 | 13 | 5 | 331 | 110 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | 2 teams | — | 594 | 554 | 170 | 29 | 2 | 6 | 21 | 79 | 8 | 53 | 18 | 307 | 341 | 399 | 740 | 92 | 347 | 13 | 4 | 317 | 101 | — | — | — | — | — | — |
| 2008 | 22 | A+ RAW | 2 teams | — | 594 | 546 | 175 | 32 | 2 | 7 | 29 | 62 | 8 | 53 | 18 | 321 | 364 | 425 | 789 | 104 | 350 | 10 | 5 | 347 | 101 | — | — | — | — | — | — |
| 2009 | 23 | AAA MLE | 2 teams | — | 636 | 574 | 173 | 15 | 6 | 6 | 38 | 80 | 8 | 44 | 11 | 301 | 353 | 380 | 733 | 78 | 341 | 13 | 6 | 319 | 102 | — | — | — | — | — | — |
| 2009 | 23 | AAA RAW | 2 teams | — | 636 | 564 | 174 | 16 | 7 | 6 | 48 | 68 | 8 | 44 | 11 | 309 | 371 | 394 | 765 | 85 | 341 | 11 | 8 | 338 | 102 | — | — | — | — | — | — |
| 2010 | 24 | MLB MLE | 2 teams | — | 573 | 536 | 147 | 13 | 5 | 4 | 23 | 72 | 5 | 19 | 10 | 274 | 310 | 340 | 650 | 65 | 310 | 13 | 4 | 282 | 77 | -16 | -0 | +10 | +2 | +12 | 0.9 |
| 2010 | 24 | MLB RAW | 2 teams | — | 573 | 534 | 146 | 13 | 5 | 4 | 25 | 78 | 5 | 19 | 10 | 273 | 312 | 339 | 651 | 66 | 313 | 14 | 4 | 290 | 77 | -16 | -0 | +10 | +2 | +12 | 0.9 |
| 2011 | 25 | AAA MLE | 3 teams | — | 367 | 328 | 88 | 15 | 9 | 0 | 19 | 56 | 6 | 27 | 8 | 268 | 320 | 369 | 689 | 101 | 320 | 15 | 5 | 295 | 86 | — | — | — | — | — | — |
| 2011 | 25 | AAA RAW | 3 teams | — | 367 | 317 | 81 | 15 | 9 | 1 | 30 | 50 | 6 | 27 | 8 | 256 | 331 | 369 | 701 | 114 | 297 | 14 | 8 | 305 | 86 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | Round Rock Express | — | 585 | 544 | 152 | 21 | 6 | 9 | 27 | 85 | 3 | 20 | 8 | 279 | 317 | 390 | 707 | 110 | 314 | 15 | 5 | 307 | 94 | — | — | — | — | — | — |
| 2012 | 26 | AAA RAW | Round Rock Express | — | 585 | 533 | 162 | 23 | 8 | 10 | 37 | 69 | 3 | 20 | 8 | 304 | 352 | 433 | 785 | 129 | 331 | 12 | 6 | 343 | 94 | — | — | — | — | — | — |
| 2013 | 27 | MLB MLE | 3 teams | — | 258 | 229 | 48 | 9 | 1 | 1 | 24 | 52 | 1 | 13 | 2 | 210 | 287 | 271 | 558 | 61 | 266 | 20 | 9 | 258 | 61 | -12 | +2 | -1 | +1 | +6 | -0.5 |
| 2013 | 27 | MLB RAW | 3 teams | — | 258 | 222 | 48 | 9 | 3 | 1 | 31 | 41 | 1 | 13 | 2 | 216 | 315 | 297 | 612 | 81 | 260 | 16 | 12 | 281 | 61 | -12 | +2 | -1 | +1 | +6 | -0.5 |
| 2014 | 28 | AAA MLE | Norfolk Tides | — | 512 | 478 | 127 | 9 | 4 | 3 | 26 | 86 | 1 | 34 | 10 | 266 | 305 | 320 | 625 | 54 | 318 | 17 | 5 | 275 | 72 | — | — | — | — | — | — |
| 2014 | 28 | AAA RAW | Norfolk Tides | — | 512 | 466 | 134 | 9 | 4 | 5 | 38 | 73 | 1 | 34 | 10 | 288 | 343 | 356 | 699 | 69 | 332 | 14 | 7 | 314 | 72 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Norfolk Tides | — | 372 | 352 | 91 | 8 | 3 | 1 | 10 | 59 | 0 | 23 | 8 | 259 | 279 | 307 | 586 | 48 | 306 | 16 | 3 | 248 | 54 | — | — | — | — | — | — |
| 2015 | 29 | AAA RAW | Norfolk Tides | — | 372 | 346 | 93 | 9 | 3 | 1 | 16 | 47 | 0 | 23 | 8 | 269 | 301 | 321 | 622 | 52 | 307 | 13 | 4 | 274 | 54 | — | — | — | — | — | — |
| 2016 | 30 | AA MLE | 2 teams | — | 485 | 451 | 117 | 9 | 4 | 4 | 22 | 76 | 2 | 30 | 11 | 259 | 297 | 324 | 621 | 64 | 304 | 16 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2016 | 30 | AA RAW | 2 teams | — | 485 | 437 | 121 | 11 | 4 | 6 | 36 | 62 | 2 | 30 | 11 | 277 | 335 | 362 | 696 | 85 | 311 | 13 | 7 | 310 | 69 | — | — | — | — | — | — |
| 2017 | 31 | AAA MLE | 2 teams | — | 552 | 502 | 160 | 18 | 4 | 6 | 25 | 74 | 9 | 28 | 11 | 319 | 362 | 406 | 768 | 88 | 362 | 13 | 5 | 331 | 110 | — | — | — | — | — | — |
| 2017 | 31 | AAA RAW | 2 teams | — | 552 | 472 | 168 | 23 | 5 | 8 | 55 | 62 | 9 | 28 | 11 | 356 | 433 | 477 | 910 | 121 | 394 | 11 | 10 | 396 | 110 | — | — | — | — | — | — |
| 2018 | 32 | INTL MLE | Tigres del Licey | — | 52 | 42 | 8 | 2 | 1 | 1 | 8 | 11 | 2 | 3 | 0 | 190 | 346 | 357 | 703 | 167 | 233 | 21 | 15 | — | — | — | — | — | — | — | — |
| 2018 | 32 | INTL RAW | Tigres del Licey | — | 52 | 42 | 8 | 2 | 1 | 1 | 8 | 11 | 2 | 3 | 0 | 190 | 346 | 357 | 703 | 167 | 233 | 21 | 15 | 326 | 107 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | 2 teams | — | 594 | 560 | 170 | 29 | 2 | 6 | 21 | 79 | 8 | 53 | 18 | 304 | 341 | 395 | 736 | 91 | 339 | 13 | 4 | 317 | 101 | — | — | — | — | — | — |
| 2009 | 23 | AAA MLE | 2 teams | — | 636 | 585 | 173 | 15 | 6 | 6 | 38 | 80 | 8 | 44 | 11 | 296 | 353 | 373 | 726 | 77 | 334 | 13 | 6 | 319 | 102 | — | — | — | — | — | — |
| 2010 | 24 | MLB MLE | 2 teams | — | 573 | 540 | 147 | 13 | 5 | 4 | 23 | 72 | 5 | 19 | 10 | 272 | 310 | 337 | 647 | 65 | 313 | 13 | 4 | 282 | 77 | — | — | — | — | — | — |
| 2011 | 25 | AAA MLE | 3 teams | — | 367 | 339 | 88 | 15 | 9 | 0 | 19 | 56 | 6 | 27 | 8 | 260 | 320 | 357 | 677 | 97 | 313 | 15 | 5 | 295 | 86 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | Round Rock Express | — | 585 | 550 | 152 | 21 | 6 | 9 | 27 | 85 | 3 | 20 | 8 | 276 | 317 | 385 | 703 | 109 | 309 | 15 | 5 | 307 | 94 | — | — | — | — | — | — |
| 2013 | 27 | MLB MLE | 3 teams | — | 258 | 231 | 48 | 9 | 1 | 1 | 24 | 52 | 1 | 13 | 2 | 208 | 287 | 268 | 556 | 61 | 262 | 20 | 9 | 258 | 61 | — | — | — | — | — | — |
| 2014 | 28 | AAA MLE | Norfolk Tides | — | 512 | 480 | 127 | 9 | 4 | 3 | 26 | 86 | 1 | 34 | 10 | 265 | 305 | 319 | 624 | 54 | 313 | 17 | 5 | 275 | 72 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Norfolk Tides | — | 372 | 359 | 91 | 8 | 3 | 1 | 10 | 59 | 0 | 23 | 8 | 253 | 279 | 301 | 580 | 47 | 293 | 16 | 3 | 248 | 54 | — | — | — | — | — | — |
| 2016 | 30 | AA MLE | 2 teams | — | 485 | 458 | 117 | 9 | 4 | 4 | 22 | 76 | 2 | 30 | 11 | 255 | 297 | 319 | 616 | 63 | 297 | 16 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2017 | 31 | AAA MLE | 2 teams | — | 552 | 513 | 160 | 18 | 4 | 6 | 25 | 74 | 9 | 28 | 11 | 312 | 362 | 398 | 760 | 86 | 344 | 13 | 5 | 331 | 110 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 878 | 802 | 219 | 19 | 8 | 8 | 49 | 121 | 5 | 47 | 15 | 273 | 319 | 347 | 666 | 74 | 313 | 14 | 6 | 294 | 83 | -15 | +3 | +6 | -8 | +19 | 0.5 | |
| / 162G | — | A+C | — | 650 | 594 | 162 | 14 | 6 | 6 | 36 | 90 | 4 | 35 | 11 | 273 | 319 | 347 | 665 | 74 | 313 | 14 | 6 | 294 | 83 | -11 | +3 | +4 | -6 | +14 | 0.4 | |
| Career | — | MLE | — | 4986 | 4590 | 1281 | 148 | 45 | 41 | 243 | 730 | 45 | 294 | 97 | 279 | 322 | 358 | 679 | 79 | 323 | 15 | 5 | 292 | 83 | -15 | +3 | +6 | -8 | +19 | 0.5 | |
| / 162G | — | MLE | — | 650 | 598 | 166 | 19 | 6 | 5 | 32 | 95 | 6 | 38 | 13 | 278 | 321 | 355 | 675 | 77 | 321 | 15 | 5 | 292 | 83 | -11 | +3 | +4 | -6 | +14 | 0.4 | |
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.
2017 AAAPericos de Puebla · 389 PAwOBA .380 → .331 (−49)K% 10.3% → 13.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.28% | ÷0.920 | ×1.200 | — | — | 13.41% |
| BB% (unintentional) /PA | 6.94% | ÷1.033 | ×0.690 | — | ×0.962 | 4.46% |
| HBP% /PA | 1.54% | — | ×0.940 | — | ×0.962 | 1.39% |
| Singles /BIP | 34.01% | ÷1.055 | ×0.930 | ×1.024 | ×0.962 | 29.54% |
| Doubles /BIP | 4.71% | ÷0.946 | ×0.830 | ×1.024 | ×0.962 | 4.08% |
| Triples /BIP | 1.01% | ÷1.114 | ×0.920 | ×1.024 | ×0.962 | 0.82% |
| Home runs /BIP | 1.68% | ÷0.910 | ×0.700 | — | ×0.962 | 1.25% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 82, 1B 111, 2B 89, 3B 123, K 84, BB 107 — 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 ×1.024.
Result: wOBA .380 → .331; ISO .104 → .088; BABIP .399 → .344. 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 AABowie Baysox · 470 PAwOBA .304 → .271 (−33)K% 12.6% → 15.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.55% | ÷0.984 | ×1.220 | — | — | 15.56% |
| BB% (unintentional) /PA | 7.45% | ÷1.084 | ×0.700 | — | ×0.948 | 4.56% |
| HBP% /PA | 0.43% | — | ×0.850 | — | ×0.948 | 0.34% |
| Singles /BIP | 26.30% | ÷0.992 | ×0.970 | ×1.048 | ×0.948 | 25.56% |
| Doubles /BIP | 3.01% | ÷1.053 | ×0.860 | ×1.048 | ×0.948 | 2.45% |
| Triples /BIP | 1.10% | ÷0.900 | ×0.950 | ×1.048 | ×0.948 | 1.15% |
| Home runs /BIP | 1.64% | ÷1.057 | ×0.780 | — | ×0.948 | 1.15% |
Factors used: league row EL. Park (home-season share, regressed): HR 111, 1B 98, 2B 111, 3B 80, K 97, BB 117 — applied at half strength. Age: age 30 vs a level average of 24.8 → −5.2% on BB/HBP/hit rates (5.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.048.
Result: wOBA .304 → .271; ISO .087 → .072; BABIP .308 → .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).
2015 AAANorfolk Tides · 372 PAwOBA .269 → .248 (−20)K% 12.6% → 15.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.63% | ÷0.961 | ×1.200 | — | — | 15.77% |
| BB% (unintentional) /PA | 4.30% | ÷1.060 | ×0.690 | — | ×0.982 | 2.75% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 26.76% | ÷0.989 | ×0.930 | ×1.050 | ×0.982 | 25.93% |
| Doubles /BIP | 3.01% | ÷0.979 | ×0.830 | ×1.050 | ×0.982 | 2.63% |
| Triples /BIP | 1.00% | ÷1.150 | ×0.970 | ×1.050 | ×0.982 | 0.87% |
| Home runs /BIP | 0.33% | ÷1.097 | ×0.840 | — | ×0.982 | 0.25% |
Factors used: league row IL. Park (home-season share, regressed): HR 119, 1B 98, 2B 96, 3B 130, K 92, BB 112 — 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 ×1.050.
Result: wOBA .269 → .248; ISO .052 → .045; BABIP .307 → .293. 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 AAANorfolk Tides · 512 PAwOBA .306 → .275 (−31)K% 14.3% → 16.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.26% | ÷1.025 | ×1.200 | — | — | 16.70% |
| BB% (unintentional) /PA | 7.42% | ÷1.025 | ×0.690 | — | ×0.992 | 4.96% |
| HBP% /PA | 0.20% | — | ×0.940 | — | ×0.992 | 0.18% |
| Singles /BIP | 29.52% | ÷1.027 | ×0.930 | ×1.050 | ×0.992 | 27.85% |
| Doubles /BIP | 2.29% | ÷0.899 | ×0.830 | ×1.050 | ×0.992 | 2.20% |
| Triples /BIP | 1.02% | ÷1.007 | ×0.970 | ×1.050 | ×0.992 | 1.02% |
| Home runs /BIP | 1.27% | ÷1.223 | ×0.840 | — | ×0.992 | 0.87% |
Factors used: league row IL. Park (home-season share, regressed): HR 145, 1B 105, 2B 80, 3B 101, K 105, BB 105 — 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 ×1.050.
Result: wOBA .306 → .275; ISO .069 → .059; BABIP .332 → .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).
2013 AAAIowa Cubs · 86 PAwOBA .307 → .262 (−45)K% 17.4% → 22.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.44% | ÷1.004 | ×1.290 | — | — | 22.42% |
| BB% (unintentional) /PA | 11.63% | ÷1.000 | ×0.710 | — | ×1.003 | 8.28% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.003 | 0.00% |
| Singles /BIP | 24.14% | ÷1.009 | ×0.900 | ×1.032 | ×1.003 | 22.29% |
| Doubles /BIP | 8.62% | ÷1.050 | ×0.810 | ×1.032 | ×1.003 | 6.88% |
| Triples /BIP | 0.00% | ÷1.012 | ×0.810 | ×1.032 | ×1.003 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.130 | ×0.780 | — | ×1.003 | 0.00% |
Factors used: league row PCL. Park (home-season share, regressed): HR 126, 1B 102, 2B 110, 3B 102, K 101, BB 100 — 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 ×1.032.
Result: wOBA .307 → .262; ISO .068 → .056; BABIP .322 → .287. 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 AAARound Rock Express · 585 PAwOBA .336 → .307 (−30)K% 11.8% → 14.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.79% | ÷1.046 | ×1.290 | — | — | 14.54% |
| BB% (unintentional) /PA | 6.15% | ÷0.963 | ×0.710 | — | ×1.018 | 4.62% |
| HBP% /PA | 0.51% | — | ×0.980 | — | ×1.018 | 0.51% |
| Singles /BIP | 26.08% | ÷0.997 | ×0.900 | ×1.032 | ×1.018 | 24.74% |
| Doubles /BIP | 4.96% | ÷0.925 | ×0.810 | ×1.032 | ×1.018 | 4.56% |
| Triples /BIP | 1.72% | ÷1.150 | ×0.810 | ×1.032 | ×1.018 | 1.28% |
| Home runs /BIP | 2.16% | ÷0.883 | ×0.780 | — | ×1.018 | 1.94% |
Factors used: league row PCL. Park (home-season share, regressed): HR 77, 1B 99, 2B 85, 3B 130, K 109, BB 93 — 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 ×1.032.
Result: wOBA .336 → .307; ISO .129 → .114; BABIP .331 → .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).
2011 AAARound Rock Express · 153 PAwOBA .346 → .306 (−40)K% 14.4% → 19.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.38% | ÷0.976 | ×1.290 | — | — | 19.01% |
| BB% (unintentional) /PA | 9.15% | ÷1.004 | ×0.710 | — | ×1.033 | 6.68% |
| HBP% /PA | 1.96% | — | ×0.980 | — | ×1.033 | 1.98% |
| Singles /BIP | 22.94% | ÷1.002 | ×0.900 | ×1.026 | ×1.033 | 21.83% |
| Doubles /BIP | 9.17% | ÷0.970 | ×0.810 | ×1.026 | ×1.033 | 8.12% |
| Triples /BIP | 3.67% | ÷1.150 | ×0.810 | ×1.026 | ×1.033 | 2.74% |
| Home runs /BIP | 0.00% | ÷1.087 | ×0.780 | — | ×1.033 | 0.00% |
Factors used: league row PCL. Park (home-season share, regressed): HR 117, 1B 100, 2B 94, 3B 130, K 95, BB 101 — 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 ×1.026.
Result: wOBA .346 → .306; ISO .137 → .115; BABIP .355 → .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).
2009 AAAOklahoma City RedHawks · 457 PAwOBA .326 → .309 (−17)K% 8.8% → 11.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.75% | ÷1.000 | ×1.290 | — | — | 11.29% |
| BB% (unintentional) /PA | 6.78% | ÷1.000 | ×0.710 | — | ×1.050 | 5.06% |
| HBP% /PA | 1.53% | — | ×0.980 | — | ×1.050 | 1.58% |
| Singles /BIP | 28.34% | ÷1.000 | ×0.900 | ×1.041 | ×1.050 | 27.88% |
| Doubles /BIP | 3.27% | ÷1.000 | ×0.810 | ×1.041 | ×1.050 | 2.90% |
| Triples /BIP | 1.91% | ÷1.000 | ×0.810 | ×1.041 | ×1.050 | 1.69% |
| Home runs /BIP | 0.54% | ÷1.000 | ×0.780 | — | ×1.050 | 0.45% |
Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.041.
Result: wOBA .326 → .309; ISO .079 → .070; BABIP .335 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .