Alex Castellanos
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 28 | AAALas Vegas 51s | 312 | .314/.383/.614 | 16 | 5 | 87 | — | .220/.280/.408 |
| 2016 | 29 | AAACOL | 185 | .299/.366/.482 | 6 | 1 | 50 | — | .194/.251/.294 |
| 2017 | 30 | AAABAL | 85 | .141/.212/.256 | 2 | 0 | 1 | — | .112/.165/.212 |
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 | 21 | ROK | Johnson City Cardinals | — | 199 | 181 | 54 | 14 | 4 | 7 | 8 | 45 | 8 | 20 | 2 | 298 | 355 | 536 | 891 | 238 | 362 | 23 | 4 | 385 | 62 | — | — | — | — | — | — |
| 2009 | 22 | A+ | Palm Beach Cardinals | — | 56 | 53 | 10 | 1 | 1 | 1 | 2 | 19 | 1 | 0 | 2 | 189 | 232 | 302 | 534 | 113 | 273 | 34 | 4 | 240 | 0 | — | — | — | — | — | — |
| 2009 | 22 | A | Quad Cities River Bandits | — | 346 | 311 | 84 | 21 | 4 | 5 | 20 | 89 | 12 | 21 | 4 | 270 | 338 | 412 | 750 | 141 | 361 | 26 | 6 | 334 | 56 | — | — | — | — | — | — |
| 2010 | 23 | A+ | Palm Beach Cardinals | — | 517 | 459 | 124 | 35 | 7 | 13 | 38 | 112 | 12 | 19 | 9 | 270 | 342 | 462 | 804 | 192 | 328 | 22 | 7 | 350 | 74 | — | — | — | — | — | — |
| 2011 | 24 | AA | Chattanooga Lookouts | — | 534 | 475 | 152 | 35 | 8 | 23 | 39 | 118 | 15 | 14 | 2 | 320 | 389 | 573 | 962 | 253 | 381 | 22 | 7 | 415 | 108 | — | — | — | — | — | — |
| 2011 | 24 | INTL | Salt River Rafters | — | 34 | 29 | 11 | 2 | 1 | 3 | 5 | 5 | 0 | 4 | 2 | 379 | 471 | 828 | 1.298 | 448 | 381 | 15 | 15 | 542 | 253 | — | — | — | — | — | — |
| 2012 | 25 | MLB | Los Angeles Dodgers | — | 25 | 23 | 4 | 0 | 1 | 1 | 0 | 8 | 1 | 0 | 0 | 174 | 208 | 391 | 600 | 217 | 200 | 32 | 0 | 250 | 62 | -1 | +0 | -2 | -6 | +1 | -0.8 |
| 2012 | 25 | AAA | Albuquerque Isotopes | — | 407 | 344 | 113 | 25 | 7 | 17 | 46 | 85 | 11 | 16 | 8 | 328 | 424 | 590 | 1.014 | 262 | 390 | 21 | 11 | 435 | 104 | — | — | — | — | — | — |
| 2012 | 25 | INTL | Tiburones de La Guaira | — | 100 | 85 | 26 | 5 | 1 | 4 | 7 | 24 | 4 | 0 | 1 | 306 | 385 | 529 | 915 | 224 | 367 | 24 | 7 | 387 | 148 | — | — | — | — | — | — |
| 2013 | 26 | MLB | Los Angeles Dodgers | — | 18 | 18 | 3 | 1 | 0 | 1 | 0 | 5 | 0 | 0 | 0 | 167 | 167 | 389 | 556 | 222 | 167 | 28 | 0 | 237 | 47 | -1 | +0 | -1 | -5 | +0 | -0.7 |
| 2013 | 26 | AAA | Albuquerque Isotopes | — | 441 | 385 | 99 | 14 | 5 | 19 | 41 | 112 | 12 | 19 | 5 | 257 | 345 | 468 | 813 | 210 | 315 | 25 | 9 | 359 | 58 | — | — | — | — | — | — |
| 2014 | 27 | AAA | El Paso Chihuahuas | — | 408 | 360 | 99 | 25 | 5 | 8 | 37 | 105 | 6 | 8 | 5 | 275 | 352 | 439 | 791 | 164 | 365 | 26 | 9 | 349 | 57 | — | — | — | — | — | — |
| 2014 | 27 | INTL | Tiburones de La Guaira | — | 66 | 60 | 16 | 5 | 0 | 3 | 5 | 20 | 0 | 1 | 0 | 267 | 323 | 500 | 823 | 233 | 342 | 30 | 8 | 354 | 126 | — | — | — | — | — | — |
| 2015 | 28 | AAA | Las Vegas 51s | — | 312 | 280 | 88 | 32 | 2 | 16 | 24 | 73 | 7 | 5 | 0 | 314 | 383 | 614 | 997 | 300 | 375 | 23 | 8 | 429 | 87 | — | — | — | — | — | — |
| 2016 | 29 | AAA | Albuquerque Isotopes | — | 185 | 164 | 49 | 10 | 1 | 6 | 13 | 59 | 5 | 1 | 0 | 299 | 366 | 482 | 848 | 183 | 426 | 32 | 7 | 371 | 50 | — | — | — | — | — | — |
| 2017 | 30 | AAA | Norfolk Tides | — | 85 | 78 | 11 | 3 | 0 | 2 | 5 | 24 | 2 | 0 | 0 | 141 | 212 | 256 | 468 | 115 | 173 | 28 | 6 | 216 | 1 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 43 | 41 | 7 | 1 | 1 | 2 | 0 | 13 | 1 | 0 | 0 | 171 | 190 | 390 | 581 | 220 | 185 | 30 | 0 | 244 | 52 | -2 | +0 | -3 | -11 | +1 | -1.5 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2008 | 21 | ROK MLE | Johnson City Cardinals | — | 199 | 184 | 38 | 9 | 3 | 5 | 5 | 64 | 8 | 20 | 2 | 207 | 259 | 370 | 628 | 163 | 272 | 32 | 3 | 260 | 62 | — | — | — | — | — | — |
| 2009 | 22 | A+ MLE | Palm Beach Cardinals | — | 56 | 53 | 8 | 1 | 1 | 1 | 2 | 27 | 1 | 0 | 2 | 151 | 196 | 264 | 461 | 113 | 247 | 48 | 4 | 168 | 0 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | Quad Cities River Bandits | — | 346 | 318 | 66 | 15 | 3 | 4 | 13 | 121 | 12 | 21 | 4 | 208 | 265 | 311 | 577 | 104 | 313 | 35 | 4 | 251 | 56 | — | — | — | — | — | — |
| 2010 | 23 | A+ MLE | Palm Beach Cardinals | — | 517 | 472 | 102 | 32 | 5 | 11 | 25 | 163 | 12 | 19 | 9 | 216 | 273 | 375 | 648 | 159 | 293 | 32 | 5 | 278 | 74 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | Chattanooga Lookouts | — | 534 | 490 | 127 | 29 | 6 | 18 | 24 | 140 | 15 | 14 | 2 | 259 | 314 | 453 | 767 | 194 | 318 | 26 | 4 | 328 | 108 | — | — | — | — | — | — |
| 2012 | 25 | MLB MLE | Los Angeles Dodgers | — | 25 | 23 | 4 | 0 | 1 | 1 | 0 | 8 | 1 | 0 | 0 | 174 | 208 | 391 | 600 | 217 | 200 | 32 | 0 | 260 | 62 | -1 | +0 | -2 | -6 | +1 | -0.8 |
| 2012 | 25 | AAA MLE | Albuquerque Isotopes | — | 407 | 357 | 85 | 16 | 5 | 13 | 33 | 117 | 11 | 16 | 8 | 238 | 322 | 420 | 742 | 182 | 305 | 29 | 8 | 322 | 104 | — | — | — | — | — | — |
| 2013 | 26 | MLB MLE | Los Angeles Dodgers | — | 18 | 18 | 3 | 1 | 0 | 1 | 0 | 5 | 0 | 0 | 0 | 167 | 167 | 389 | 556 | 222 | 167 | 28 | 0 | 237 | 47 | -1 | +0 | -1 | -5 | +0 | -0.7 |
| 2013 | 26 | AAA MLE | Albuquerque Isotopes | — | 441 | 402 | 72 | 9 | 3 | 13 | 26 | 154 | 12 | 19 | 5 | 179 | 250 | 313 | 563 | 134 | 253 | 35 | 6 | 254 | 58 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | El Paso Chihuahuas | — | 408 | 372 | 74 | 17 | 3 | 6 | 25 | 135 | 6 | 8 | 5 | 199 | 261 | 309 | 570 | 110 | 287 | 33 | 6 | 253 | 57 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Las Vegas 51s | — | 312 | 287 | 63 | 22 | 1 | 10 | 17 | 96 | 7 | 5 | 0 | 220 | 280 | 408 | 687 | 188 | 290 | 31 | 5 | 297 | 87 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Albuquerque Isotopes | — | 185 | 170 | 33 | 6 | 1 | 3 | 8 | 80 | 5 | 1 | 0 | 194 | 251 | 294 | 545 | 100 | 325 | 43 | 4 | 242 | 50 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Norfolk Tides | — | 85 | 80 | 9 | 2 | 0 | 2 | 3 | 29 | 2 | 0 | 0 | 113 | 165 | 212 | 377 | 100 | 146 | 34 | 4 | 169 | 1 | — | — | — | — | — | — |
| 2008 | 21 | ROK MLE | Johnson City Cardinals | — | 199 | 184 | 38 | 9 | 3 | 5 | 5 | 64 | 8 | 20 | 2 | 207 | 259 | 370 | 628 | 163 | 284 | 32 | 3 | 260 | 62 | — | — | — | — | — | — |
| 2008 | 21 | ROK RAW | Johnson City Cardinals | — | 199 | 181 | 54 | 14 | 4 | 7 | 8 | 45 | 8 | 20 | 2 | 298 | 355 | 536 | 891 | 238 | 362 | 23 | 4 | 385 | 62 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | 2 teams | — | 402 | 371 | 73 | 16 | 4 | 4 | 15 | 148 | 13 | 21 | 6 | 197 | 253 | 294 | 547 | 97 | 312 | 37 | 4 | 239 | 48 | — | — | — | — | — | — |
| 2009 | 22 | A RAW | 2 teams | — | 402 | 364 | 94 | 22 | 5 | 6 | 22 | 108 | 13 | 21 | 6 | 258 | 323 | 396 | 719 | 137 | 349 | 27 | 5 | 321 | 48 | — | — | — | — | — | — |
| 2010 | 23 | A+ MLE | Palm Beach Cardinals | — | 517 | 472 | 102 | 32 | 5 | 11 | 25 | 163 | 12 | 19 | 9 | 216 | 273 | 375 | 648 | 159 | 301 | 32 | 5 | 278 | 74 | — | — | — | — | — | — |
| 2010 | 23 | A+ RAW | Palm Beach Cardinals | — | 517 | 459 | 124 | 35 | 7 | 13 | 38 | 112 | 12 | 19 | 9 | 270 | 342 | 462 | 804 | 192 | 328 | 22 | 7 | 350 | 74 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | 2 teams | — | 568 | 522 | 135 | 31 | 6 | 19 | 26 | 149 | 15 | 18 | 4 | 259 | 313 | 450 | 763 | 192 | 323 | 26 | 5 | 328 | 108 | — | — | — | — | — | — |
| 2011 | 24 | AA RAW | 2 teams | — | 568 | 504 | 163 | 37 | 9 | 26 | 44 | 123 | 15 | 18 | 4 | 323 | 394 | 587 | 982 | 264 | 381 | 22 | 8 | 423 | 108 | — | — | — | — | — | — |
| 2012 | 25 | AAA MLE | 3 teams | — | 532 | 464 | 110 | 20 | 8 | 17 | 41 | 154 | 16 | 16 | 9 | 237 | 321 | 425 | 745 | 188 | 309 | 29 | 8 | 318 | 102 | — | — | — | — | — | — |
| 2012 | 25 | AAA RAW | 3 teams | — | 532 | 452 | 143 | 30 | 9 | 22 | 53 | 117 | 16 | 16 | 9 | 316 | 407 | 569 | 975 | 252 | 377 | 22 | 10 | 417 | 102 | — | — | — | — | — | — |
| 2013 | 26 | AAA MLE | 2 teams | — | 459 | 420 | 75 | 10 | 3 | 14 | 26 | 159 | 12 | 19 | 5 | 179 | 247 | 317 | 563 | 138 | 247 | 35 | 6 | 253 | 58 | — | — | — | — | — | — |
| 2013 | 26 | AAA RAW | 2 teams | — | 459 | 403 | 102 | 15 | 5 | 20 | 41 | 117 | 12 | 19 | 5 | 253 | 338 | 464 | 802 | 211 | 308 | 25 | 9 | 354 | 58 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | 2 teams | — | 474 | 433 | 87 | 20 | 4 | 7 | 29 | 157 | 6 | 9 | 5 | 201 | 261 | 314 | 575 | 113 | 294 | 33 | 6 | 253 | 57 | — | — | — | — | — | — |
| 2014 | 27 | AAA RAW | 2 teams | — | 474 | 420 | 115 | 30 | 5 | 11 | 42 | 125 | 6 | 9 | 5 | 274 | 348 | 448 | 796 | 174 | 362 | 26 | 9 | 349 | 57 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Las Vegas 51s | — | 312 | 287 | 63 | 22 | 1 | 10 | 17 | 96 | 7 | 5 | 0 | 220 | 280 | 408 | 687 | 188 | 291 | 31 | 5 | 297 | 87 | — | — | — | — | — | — |
| 2015 | 28 | AAA RAW | Las Vegas 51s | — | 312 | 280 | 88 | 32 | 2 | 16 | 24 | 73 | 7 | 5 | 0 | 314 | 383 | 614 | 997 | 300 | 375 | 23 | 8 | 429 | 87 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Albuquerque Isotopes | — | 185 | 170 | 33 | 6 | 1 | 3 | 8 | 80 | 5 | 1 | 0 | 194 | 251 | 294 | 545 | 100 | 337 | 43 | 4 | 242 | 50 | — | — | — | — | — | — |
| 2016 | 29 | AAA RAW | Albuquerque Isotopes | — | 185 | 164 | 49 | 10 | 1 | 6 | 13 | 59 | 5 | 1 | 0 | 299 | 366 | 482 | 848 | 183 | 426 | 32 | 7 | 371 | 50 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Norfolk Tides | — | 85 | 80 | 9 | 2 | 0 | 2 | 3 | 29 | 2 | 0 | 0 | 113 | 165 | 212 | 377 | 100 | 143 | 34 | 4 | 169 | 1 | — | — | — | — | — | — |
| 2017 | 30 | AAA RAW | Norfolk Tides | — | 85 | 78 | 11 | 3 | 0 | 2 | 5 | 24 | 2 | 0 | 0 | 141 | 212 | 256 | 468 | 115 | 173 | 28 | 6 | 216 | 1 | — | — | — | — | — | — |
| 2008 | 21 | ROK MLE | Johnson City Cardinals | — | 199 | 184 | 38 | 9 | 3 | 5 | 5 | 64 | 8 | 20 | 2 | 207 | 259 | 370 | 628 | 163 | 272 | 32 | 3 | 260 | 62 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | 2 teams | — | 402 | 371 | 73 | 16 | 4 | 4 | 15 | 148 | 13 | 21 | 6 | 197 | 253 | 294 | 547 | 97 | 304 | 37 | 4 | 239 | 48 | — | — | — | — | — | — |
| 2010 | 23 | A+ MLE | Palm Beach Cardinals | — | 517 | 475 | 102 | 32 | 5 | 11 | 25 | 163 | 12 | 19 | 9 | 215 | 273 | 373 | 646 | 158 | 293 | 32 | 5 | 278 | 74 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | 2 teams | — | 568 | 522 | 135 | 31 | 6 | 19 | 26 | 149 | 15 | 18 | 4 | 259 | 313 | 450 | 763 | 192 | 318 | 26 | 5 | 328 | 108 | — | — | — | — | — | — |
| 2012 | 25 | AAA MLE | 3 teams | — | 532 | 470 | 110 | 20 | 8 | 17 | 41 | 154 | 16 | 16 | 9 | 234 | 321 | 419 | 740 | 185 | 299 | 29 | 8 | 318 | 102 | — | — | — | — | — | — |
| 2013 | 26 | AAA MLE | 2 teams | — | 459 | 418 | 75 | 10 | 3 | 14 | 26 | 159 | 12 | 19 | 5 | 179 | 247 | 318 | 565 | 139 | 250 | 35 | 6 | 253 | 58 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | 2 teams | — | 474 | 436 | 87 | 20 | 4 | 7 | 29 | 157 | 6 | 9 | 5 | 200 | 261 | 312 | 573 | 112 | 287 | 33 | 6 | 253 | 57 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Las Vegas 51s | — | 312 | 285 | 63 | 22 | 1 | 10 | 17 | 96 | 7 | 5 | 0 | 221 | 280 | 411 | 690 | 189 | 290 | 31 | 5 | 297 | 87 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Albuquerque Isotopes | — | 185 | 170 | 33 | 6 | 1 | 3 | 8 | 80 | 5 | 1 | 0 | 194 | 251 | 294 | 545 | 100 | 325 | 43 | 4 | 242 | 50 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Norfolk Tides | — | 85 | 80 | 9 | 2 | 0 | 2 | 3 | 29 | 2 | 0 | 0 | 113 | 165 | 212 | 377 | 100 | 146 | 34 | 4 | 169 | 1 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 43 | 41 | 7 | 1 | 1 | 2 | 0 | 13 | 1 | 0 | 0 | 171 | 190 | 390 | 581 | 220 | 185 | 30 | 0 | 244 | 74 | -2 | +0 | -3 | -11 | +1 | -1.5 | |
| / 162G | — | A+C | — | 650 | 620 | 105 | 15 | 15 | 30 | 0 | 197 | 15 | 0 | 0 | 169 | 189 | 387 | 576 | 218 | 184 | 30 | 0 | 244 | 74 | -37 | +0 | -45 | -161 | +14 | -23.3 | |
| Career | — | MLE | — | 3733 | 3403 | 725 | 168 | 35 | 92 | 195 | 1199 | 96 | 128 | 40 | 213 | 275 | 364 | 639 | 151 | 296 | 32 | 5 | 277 | 74 | -2 | +0 | -3 | -11 | +1 | -1.5 | |
| / 162G | — | MLE | — | 650 | 593 | 126 | 29 | 6 | 16 | 34 | 209 | 17 | 22 | 7 | 212 | 275 | 363 | 638 | 150 | 295 | 32 | 5 | 277 | 74 | -37 | +0 | -45 | -161 | +14 | -23.3 | |
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 AAANorfolk Tides · 85 PAwOBA .211 → .169 (−42)K% 28.2% → 34.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.24% | ÷0.995 | ×1.200 | — | — | 34.06% |
| BB% (unintentional) /PA | 5.88% | ÷0.948 | ×0.690 | — | ×0.962 | 4.12% |
| HBP% /PA | 2.35% | — | ×0.940 | — | ×0.962 | 2.13% |
| Singles /BIP | 11.11% | ÷0.989 | ×0.930 | ×0.974 | ×0.962 | 9.78% |
| Doubles /BIP | 5.56% | ÷1.001 | ×0.830 | ×0.974 | ×0.962 | 4.32% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.970 | ×0.974 | ×0.962 | 0.00% |
| Home runs /BIP | 3.70% | ÷0.866 | ×0.840 | — | ×0.962 | 3.46% |
Factors used: league row IL. Park (home-season share, regressed): HR 73, 1B 98, 2B 100, 3B 130, K 99, BB 90 — 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 ×0.974.
Result: wOBA .211 → .169; ISO .115 → .095; BABIP .173 → .146. 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 AAAAlbuquerque Isotopes · 185 PAwOBA .363 → .242 (−121)K% 31.9% → 43.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.89% | ÷0.948 | ×1.290 | — | — | 43.38% |
| BB% (unintentional) /PA | 6.49% | ÷1.083 | ×0.710 | — | ×0.972 | 4.13% |
| HBP% /PA | 2.70% | — | ×0.980 | — | ×0.972 | 2.57% |
| Singles /BIP | 30.48% | ÷1.032 | ×0.900 | ×0.954 | ×0.972 | 24.64% |
| Doubles /BIP | 9.52% | ÷1.050 | ×0.810 | ×0.954 | ×0.972 | 6.81% |
| Triples /BIP | 0.95% | ÷1.150 | ×0.810 | ×0.954 | ×0.972 | 0.62% |
| Home runs /BIP | 5.71% | ÷1.202 | ×0.780 | — | ×0.972 | 3.60% |
Factors used: league row PCL. Park (home-season share, regressed): HR 140, 1B 106, 2B 110, 3B 130, K 90, BB 117 — 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 ×0.954.
Result: wOBA .363 → .242; ISO .183 → .106; BABIP .426 → .325. 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 AAALas Vegas 51s · 312 PAwOBA .418 → .297 (−121)K% 23.4% → 30.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.40% | ÷0.977 | ×1.290 | — | — | 30.88% |
| BB% (unintentional) /PA | 7.69% | ÷1.010 | ×0.710 | — | ×0.982 | 5.31% |
| HBP% /PA | 2.24% | — | ×0.980 | — | ×0.982 | 2.16% |
| Singles /BIP | 18.36% | ÷0.983 | ×0.900 | ×0.950 | ×0.982 | 15.68% |
| Doubles /BIP | 15.46% | ÷1.042 | ×0.810 | ×0.950 | ×0.982 | 11.21% |
| Triples /BIP | 0.97% | ÷1.061 | ×0.810 | ×0.950 | ×0.982 | 0.69% |
| Home runs /BIP | 7.73% | ÷1.099 | ×0.780 | — | ×0.982 | 5.39% |
Factors used: league row PCL. Park (home-season share, regressed): HR 120, 1B 97, 2B 108, 3B 112, K 95, BB 102 — 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 ×0.950.
Result: wOBA .418 → .297; ISO .300 → .197; BABIP .375 → .290. 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 AAAEl Paso Chihuahuas · 408 PAwOBA .340 → .253 (−86)K% 25.7% → 33.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.74% | ÷1.002 | ×1.290 | — | — | 33.14% |
| BB% (unintentional) /PA | 8.58% | ÷0.970 | ×0.710 | — | ×0.992 | 6.23% |
| HBP% /PA | 1.47% | — | ×0.980 | — | ×0.992 | 1.43% |
| Singles /BIP | 23.92% | ÷1.018 | ×0.900 | ×0.950 | ×0.992 | 19.93% |
| Doubles /BIP | 9.80% | ÷1.068 | ×0.810 | ×0.950 | ×0.992 | 7.01% |
| Triples /BIP | 1.96% | ÷1.150 | ×0.810 | ×0.950 | ×0.992 | 1.30% |
| Home runs /BIP | 3.14% | ÷0.958 | ×0.780 | — | ×0.992 | 2.53% |
Factors used: league row PCL. Park (home-season share, regressed): HR 92, 1B 104, 2B 114, 3B 130, K 100, BB 94 — 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 ×0.950.
Result: wOBA .340 → .253; ISO .164 → .115; BABIP .365 → .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).
2013 AAAAlbuquerque Isotopes · 441 PAwOBA .348 → .254 (−95)K% 25.4% → 34.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.40% | ÷0.938 | ×1.290 | — | — | 34.92% |
| BB% (unintentional) /PA | 9.07% | ÷1.071 | ×0.710 | — | ×1.003 | 6.03% |
| HBP% /PA | 2.72% | — | ×0.980 | — | ×1.003 | 2.67% |
| Singles /BIP | 22.34% | ÷1.029 | ×0.900 | ×0.965 | ×1.003 | 18.92% |
| Doubles /BIP | 5.13% | ÷1.082 | ×0.810 | ×0.965 | ×1.003 | 3.72% |
| Triples /BIP | 1.83% | ÷1.150 | ×0.810 | ×0.965 | ×1.003 | 1.25% |
| Home runs /BIP | 6.96% | ÷1.004 | ×0.780 | — | ×1.003 | 5.42% |
Factors used: league row PCL. Park (home-season share, regressed): HR 101, 1B 106, 2B 116, 3B 130, K 88, BB 114 — 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 ×0.965.
Result: wOBA .348 → .254; ISO .210 → .145; BABIP .315 → .253. 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 AAAAlbuquerque Isotopes · 407 PAwOBA .426 → .322 (−104)K% 20.9% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.88% | ÷0.935 | ×1.290 | — | — | 28.80% |
| BB% (unintentional) /PA | 10.81% | ÷0.962 | ×0.710 | — | ×1.018 | 8.12% |
| HBP% /PA | 2.70% | — | ×0.980 | — | ×1.018 | 2.70% |
| Singles /BIP | 24.71% | ÷1.034 | ×0.900 | ×0.950 | ×1.018 | 20.79% |
| Doubles /BIP | 9.65% | ÷1.135 | ×0.810 | ×0.950 | ×1.018 | 6.66% |
| Triples /BIP | 2.70% | ÷1.055 | ×0.810 | ×0.950 | ×1.018 | 2.01% |
| Home runs /BIP | 6.56% | ÷1.018 | ×0.780 | — | ×1.018 | 5.12% |
Factors used: league row PCL. Park (home-season share, regressed): HR 104, 1B 107, 2B 127, 3B 111, K 87, BB 92 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .426 → .322; ISO .262 → .186; BABIP .390 → .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).
2011 AAChattanooga Lookouts · 534 PAwOBA .405 → .328 (−78)K% 22.1% → 26.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.10% | ÷1.024 | ×1.220 | — | — | 26.34% |
| BB% (unintentional) /PA | 6.55% | ÷0.981 | ×0.680 | — | ×0.998 | 4.53% |
| HBP% /PA | 2.81% | — | ×0.840 | — | ×0.998 | 2.35% |
| Singles /BIP | 24.09% | ÷1.036 | ×0.920 | ×0.977 | ×0.998 | 20.86% |
| Doubles /BIP | 9.80% | ÷1.062 | ×0.910 | ×0.977 | ×0.998 | 8.19% |
| Triples /BIP | 2.24% | ÷1.150 | ×0.880 | ×0.977 | ×0.998 | 1.67% |
| Home runs /BIP | 6.44% | ÷1.043 | ×0.800 | — | ×0.998 | 4.93% |
Factors used: league row SL. Park (home-season share, regressed): HR 109, 1B 107, 2B 112, 3B 130, K 105, BB 96 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.977.
Result: wOBA .405 → .328; ISO .253 → .198; BABIP .381 → .318. 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+Palm Beach Cardinals · 517 PAwOBA .341 → .278 (−63)K% 21.7% → 31.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.66% | ÷0.978 | ×1.420 | — | — | 31.45% |
| BB% (unintentional) /PA | 6.77% | ÷1.045 | ×0.750 | — | ×0.988 | 4.80% |
| HBP% /PA | 2.32% | — | ×0.930 | — | ×0.988 | 2.13% |
| Singles /BIP | 19.88% | ÷1.030 | ×0.920 | ×0.969 | ×0.988 | 17.01% |
| Doubles /BIP | 10.09% | ÷0.928 | ×0.960 | ×0.969 | ×0.988 | 9.99% |
| Triples /BIP | 2.02% | ÷0.934 | ×0.810 | ×0.969 | ×0.988 | 1.67% |
| Home runs /BIP | 3.75% | ÷0.984 | ×0.880 | — | ×0.988 | 3.31% |
Factors used: league row FSL. Park (home-season share, regressed): HR 97, 1B 106, 2B 86, 3B 87, K 96, BB 109 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.969.
Result: wOBA .341 → .278; ISO .192 → .161; BABIP .328 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .