Jose Castaneda
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2014 | 29 | AAASaraperos de … | 313 | .273/.340/.385 | 5 | 2 | 61 | — | .232/.281/.320 |
| 2015 | 30 | AAAOlmecas de Ta… | 192 | .206/.286/.335 | 6 | 1 | 24 | — | .160/.222/.246 |
| 2016 | 31 | AAAAcereros del … | 47 | .167/.239/.238 | 1 | 1 | -4 | — | .136/.174/.205 |
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) | |||||||||||||||||||||||||||||||
| 2005 | 20 | AAA | Saraperos de Saltillo | — | 17 | 15 | 3 | 1 | 0 | 0 | 1 | 5 | 0 | 0 | 1 | 200 | 250 | 267 | 517 | 67 | 273 | 29 | 6 | 223 | 29 | — | — | — | — | — | — |
| 2006 | 21 | AAA | Vaqueros Laguna | — | 41 | 40 | 7 | 1 | 0 | 0 | 0 | 11 | 0 | 0 | 0 | 175 | 175 | 200 | 375 | 25 | 241 | 27 | 0 | 164 | -15 | — | — | — | — | — | — |
| 2007 | 22 | AAA | Vaqueros Laguna | — | 132 | 114 | 28 | 7 | 0 | 2 | 15 | 17 | 3 | 3 | 0 | 246 | 348 | 360 | 708 | 114 | 274 | 13 | 11 | 326 | 80 | — | — | — | — | — | — |
| 2008 | 23 | AAA | Vaqueros Laguna | — | 313 | 269 | 74 | 12 | 0 | 2 | 22 | 60 | 7 | 0 | 2 | 275 | 346 | 342 | 688 | 67 | 346 | 19 | 7 | 301 | 76 | — | — | — | — | — | — |
| 2009 | 24 | AAA | Vaqueros Laguna | — | 128 | 111 | 34 | 2 | 0 | 0 | 9 | 15 | 5 | 2 | 0 | 306 | 384 | 324 | 708 | 18 | 354 | 12 | 7 | 324 | 84 | — | — | — | — | — | — |
| 2010 | 25 | AAA | Dorados de Chihuahua | — | 228 | 195 | 53 | 13 | 0 | 3 | 23 | 44 | 2 | 0 | 1 | 272 | 355 | 385 | 739 | 113 | 336 | 19 | 10 | 324 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA | Saraperos de Saltillo | — | 328 | 296 | 90 | 19 | 2 | 9 | 19 | 82 | 4 | 1 | 2 | 304 | 354 | 473 | 827 | 169 | 388 | 25 | 6 | 356 | 79 | — | — | — | — | — | — |
| 2012 | 27 | AAA | Rojos del Aguila de Veracruz | — | 412 | 359 | 92 | 13 | 0 | 8 | 26 | 99 | 12 | 4 | 3 | 256 | 327 | 359 | 687 | 103 | 331 | 24 | 6 | 302 | 62 | — | — | — | — | — | — |
| 2013 | 28 | AAA | Rojos del Aguila de Veracruz | — | 407 | 367 | 87 | 18 | 1 | 9 | 23 | 76 | 6 | 2 | 5 | 237 | 293 | 365 | 658 | 128 | 271 | 19 | 6 | 288 | 53 | — | — | — | — | — | — |
| 2014 | 29 | AAA | Saraperos de Saltillo | — | 313 | 275 | 75 | 14 | 1 | 5 | 26 | 50 | 2 | 2 | 2 | 273 | 340 | 385 | 725 | 113 | 314 | 16 | 8 | 318 | 61 | — | — | — | — | — | — |
| 2015 | 30 | AAA | Olmecas de Tabasco | — | 192 | 170 | 35 | 4 | 0 | 6 | 16 | 51 | 3 | 1 | 2 | 206 | 286 | 335 | 621 | 129 | 257 | 27 | 8 | 279 | 24 | — | — | — | — | — | — |
| 2016 | 31 | AAA | Acereros del Norte | — | 47 | 42 | 7 | 0 | 0 | 1 | 4 | 15 | 0 | 1 | 1 | 167 | 239 | 238 | 477 | 71 | 231 | 32 | 9 | 219 | -4 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 20 | AAA MLE | Saraperos de Saltillo | — | 17 | 15 | 3 | 1 | 0 | 0 | 1 | 6 | 0 | 0 | 1 | 200 | 250 | 267 | 517 | 67 | 257 | 35 | 6 | 211 | 29 | — | — | — | — | — | — |
| 2006 | 21 | AAA MLE | Vaqueros Laguna | — | 41 | 40 | 7 | 1 | 0 | 0 | 0 | 13 | 0 | 0 | 0 | 175 | 175 | 200 | 375 | 25 | 232 | 32 | 0 | 146 | -15 | — | — | — | — | — | — |
| 2007 | 22 | AAA MLE | Vaqueros Laguna | — | 132 | 118 | 27 | 6 | 0 | 1 | 11 | 20 | 3 | 3 | 0 | 229 | 311 | 305 | 616 | 76 | 271 | 15 | 8 | 287 | 80 | — | — | — | — | — | — |
| 2008 | 23 | AAA MLE | Vaqueros Laguna | — | 313 | 275 | 75 | 11 | 0 | 2 | 16 | 72 | 7 | 0 | 2 | 273 | 329 | 335 | 663 | 62 | 337 | 23 | 5 | 281 | 76 | — | — | — | — | — | — |
| 2009 | 24 | AAA MLE | Vaqueros Laguna | — | 128 | 114 | 33 | 2 | 0 | 0 | 6 | 18 | 5 | 2 | 0 | 289 | 352 | 307 | 659 | 18 | 332 | 14 | 5 | 292 | 84 | — | — | — | — | — | — |
| 2010 | 25 | AAA MLE | Dorados de Chihuahua | — | 228 | 203 | 51 | 13 | 0 | 2 | 15 | 51 | 2 | 0 | 1 | 251 | 309 | 345 | 654 | 94 | 306 | 22 | 7 | 280 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA MLE | Saraperos de Saltillo | — | 328 | 304 | 77 | 15 | 2 | 7 | 11 | 103 | 4 | 1 | 2 | 253 | 288 | 385 | 673 | 132 | 336 | 31 | 3 | 285 | 79 | — | — | — | — | — | — |
| 2012 | 27 | AAA MLE | Rojos del Aguila de Veracruz | — | 412 | 369 | 88 | 10 | 0 | 6 | 16 | 118 | 12 | 4 | 3 | 238 | 292 | 314 | 607 | 76 | 312 | 29 | 4 | 260 | 62 | — | — | — | — | — | — |
| 2013 | 28 | AAA MLE | Rojos del Aguila de Veracruz | — | 407 | 375 | 80 | 15 | 1 | 7 | 15 | 88 | 6 | 2 | 5 | 213 | 255 | 315 | 570 | 101 | 244 | 22 | 4 | 247 | 53 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Saraperos de Saltillo | — | 313 | 284 | 66 | 11 | 1 | 4 | 17 | 62 | 2 | 2 | 2 | 232 | 281 | 320 | 601 | 88 | 268 | 20 | 5 | 258 | 61 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | Olmecas de Tabasco | — | 192 | 175 | 28 | 3 | 0 | 4 | 11 | 63 | 3 | 1 | 2 | 160 | 222 | 246 | 468 | 86 | 214 | 33 | 6 | 204 | 24 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | Acereros del Norte | — | 47 | 44 | 6 | 0 | 0 | 1 | 2 | 18 | 0 | 1 | 1 | 136 | 174 | 205 | 378 | 68 | 200 | 38 | 4 | 162 | -4 | — | — | — | — | — | — |
| 2005 | 20 | AAA MLE | Saraperos de Saltillo | — | 17 | 15 | 3 | 1 | 0 | 0 | 1 | 6 | 0 | 0 | 1 | 200 | 250 | 267 | 517 | 67 | 300 | 35 | 6 | 211 | 29 | — | — | — | — | — | — |
| 2005 | 20 | AAA RAW | Saraperos de Saltillo | — | 17 | 15 | 3 | 1 | 0 | 0 | 1 | 5 | 0 | 0 | 1 | 200 | 250 | 267 | 517 | 67 | 273 | 29 | 6 | 223 | 29 | — | — | — | — | — | — |
| 2006 | 21 | AAA MLE | Vaqueros Laguna | — | 41 | 40 | 7 | 1 | 0 | 0 | 0 | 13 | 0 | 0 | 0 | 175 | 175 | 200 | 375 | 25 | 259 | 32 | 0 | 146 | -15 | — | — | — | — | — | — |
| 2006 | 21 | AAA RAW | Vaqueros Laguna | — | 41 | 40 | 7 | 1 | 0 | 0 | 0 | 11 | 0 | 0 | 0 | 175 | 175 | 200 | 375 | 25 | 241 | 27 | 0 | 164 | -15 | — | — | — | — | — | — |
| 2007 | 22 | AAA MLE | Vaqueros Laguna | — | 132 | 118 | 27 | 6 | 0 | 1 | 11 | 20 | 3 | 3 | 0 | 229 | 311 | 305 | 616 | 76 | 268 | 15 | 8 | 287 | 80 | — | — | — | — | — | — |
| 2007 | 22 | AAA RAW | Vaqueros Laguna | — | 132 | 114 | 28 | 7 | 0 | 2 | 15 | 17 | 3 | 3 | 0 | 246 | 348 | 360 | 708 | 114 | 274 | 13 | 11 | 326 | 80 | — | — | — | — | — | — |
| 2008 | 23 | AAA MLE | Vaqueros Laguna | — | 313 | 275 | 75 | 11 | 0 | 2 | 16 | 72 | 7 | 0 | 2 | 273 | 329 | 335 | 663 | 62 | 361 | 23 | 5 | 281 | 76 | — | — | — | — | — | — |
| 2008 | 23 | AAA RAW | Vaqueros Laguna | — | 313 | 269 | 74 | 12 | 0 | 2 | 22 | 60 | 7 | 0 | 2 | 275 | 346 | 342 | 688 | 67 | 346 | 19 | 7 | 301 | 76 | — | — | — | — | — | — |
| 2009 | 24 | AAA MLE | Vaqueros Laguna | — | 128 | 114 | 33 | 2 | 0 | 0 | 6 | 18 | 5 | 2 | 0 | 289 | 352 | 307 | 659 | 18 | 344 | 14 | 5 | 292 | 84 | — | — | — | — | — | — |
| 2009 | 24 | AAA RAW | Vaqueros Laguna | — | 128 | 111 | 34 | 2 | 0 | 0 | 9 | 15 | 5 | 2 | 0 | 306 | 384 | 324 | 708 | 18 | 354 | 12 | 7 | 324 | 84 | — | — | — | — | — | — |
| 2010 | 25 | AAA MLE | Dorados de Chihuahua | — | 228 | 203 | 51 | 13 | 0 | 2 | 15 | 51 | 2 | 0 | 1 | 251 | 309 | 345 | 654 | 94 | 325 | 22 | 7 | 280 | 76 | — | — | — | — | — | — |
| 2010 | 25 | AAA RAW | Dorados de Chihuahua | — | 228 | 195 | 53 | 13 | 0 | 3 | 23 | 44 | 2 | 0 | 1 | 272 | 355 | 385 | 739 | 113 | 336 | 19 | 10 | 324 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA MLE | Saraperos de Saltillo | — | 328 | 304 | 77 | 15 | 2 | 7 | 11 | 103 | 4 | 1 | 2 | 253 | 288 | 385 | 673 | 132 | 354 | 31 | 3 | 285 | 79 | — | — | — | — | — | — |
| 2011 | 26 | AAA RAW | Saraperos de Saltillo | — | 328 | 296 | 90 | 19 | 2 | 9 | 19 | 82 | 4 | 1 | 2 | 304 | 354 | 473 | 827 | 169 | 388 | 25 | 6 | 356 | 79 | — | — | — | — | — | — |
| 2012 | 27 | AAA MLE | Rojos del Aguila de Veracruz | — | 412 | 369 | 88 | 10 | 0 | 6 | 16 | 118 | 12 | 4 | 3 | 238 | 292 | 314 | 607 | 76 | 332 | 29 | 4 | 260 | 62 | — | — | — | — | — | — |
| 2012 | 27 | AAA RAW | Rojos del Aguila de Veracruz | — | 412 | 359 | 92 | 13 | 0 | 8 | 26 | 99 | 12 | 4 | 3 | 256 | 327 | 359 | 687 | 103 | 331 | 24 | 6 | 302 | 62 | — | — | — | — | — | — |
| 2013 | 28 | AAA MLE | Rojos del Aguila de Veracruz | — | 407 | 375 | 80 | 15 | 1 | 7 | 15 | 88 | 6 | 2 | 5 | 213 | 255 | 315 | 570 | 101 | 255 | 22 | 4 | 247 | 53 | — | — | — | — | — | — |
| 2013 | 28 | AAA RAW | Rojos del Aguila de Veracruz | — | 407 | 367 | 87 | 18 | 1 | 9 | 23 | 76 | 6 | 2 | 5 | 237 | 293 | 365 | 658 | 128 | 271 | 19 | 6 | 288 | 53 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Saraperos de Saltillo | — | 313 | 284 | 66 | 11 | 1 | 4 | 17 | 62 | 2 | 2 | 2 | 232 | 281 | 320 | 601 | 88 | 281 | 20 | 5 | 258 | 61 | — | — | — | — | — | — |
| 2014 | 29 | AAA RAW | Saraperos de Saltillo | — | 313 | 275 | 75 | 14 | 1 | 5 | 26 | 50 | 2 | 2 | 2 | 273 | 340 | 385 | 725 | 113 | 314 | 16 | 8 | 318 | 61 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | Olmecas de Tabasco | — | 192 | 175 | 28 | 3 | 0 | 4 | 11 | 63 | 3 | 1 | 2 | 160 | 222 | 246 | 468 | 86 | 222 | 33 | 6 | 204 | 24 | — | — | — | — | — | — |
| 2015 | 30 | AAA RAW | Olmecas de Tabasco | — | 192 | 170 | 35 | 4 | 0 | 6 | 16 | 51 | 3 | 1 | 2 | 206 | 286 | 335 | 621 | 129 | 257 | 27 | 8 | 279 | 24 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | Acereros del Norte | — | 47 | 44 | 6 | 0 | 0 | 1 | 2 | 18 | 0 | 1 | 1 | 136 | 174 | 205 | 378 | 68 | 200 | 38 | 4 | 162 | -4 | — | — | — | — | — | — |
| 2016 | 31 | AAA RAW | Acereros del Norte | — | 47 | 42 | 7 | 0 | 0 | 1 | 4 | 15 | 0 | 1 | 1 | 167 | 239 | 238 | 477 | 71 | 231 | 32 | 9 | 219 | -4 | — | — | — | — | — | — |
| 2005 | 20 | AAA MLE | Saraperos de Saltillo | — | 17 | 16 | 3 | 1 | 0 | 0 | 1 | 6 | 0 | 0 | 1 | 188 | 250 | 250 | 500 | 62 | 257 | 35 | 6 | 211 | 29 | — | — | — | — | — | — |
| 2006 | 21 | AAA MLE | Vaqueros Laguna | — | 41 | 41 | 7 | 1 | 0 | 0 | 0 | 13 | 0 | 0 | 0 | 171 | 175 | 195 | 370 | 24 | 232 | 32 | 0 | 146 | -15 | — | — | — | — | — | — |
| 2007 | 22 | AAA MLE | Vaqueros Laguna | — | 132 | 117 | 27 | 6 | 0 | 1 | 11 | 20 | 3 | 3 | 0 | 231 | 311 | 308 | 618 | 77 | 271 | 15 | 8 | 287 | 80 | — | — | — | — | — | — |
| 2008 | 23 | AAA MLE | Vaqueros Laguna | — | 313 | 287 | 75 | 11 | 0 | 2 | 16 | 72 | 7 | 0 | 2 | 261 | 329 | 321 | 649 | 59 | 337 | 23 | 5 | 281 | 76 | — | — | — | — | — | — |
| 2009 | 24 | AAA MLE | Vaqueros Laguna | — | 128 | 116 | 33 | 2 | 0 | 0 | 6 | 18 | 5 | 2 | 0 | 284 | 352 | 302 | 654 | 17 | 332 | 14 | 5 | 292 | 84 | — | — | — | — | — | — |
| 2010 | 25 | AAA MLE | Dorados de Chihuahua | — | 228 | 209 | 51 | 13 | 0 | 2 | 15 | 51 | 2 | 0 | 1 | 244 | 309 | 335 | 644 | 91 | 306 | 22 | 7 | 280 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA MLE | Saraperos de Saltillo | — | 328 | 310 | 77 | 15 | 2 | 7 | 11 | 103 | 4 | 1 | 2 | 248 | 288 | 377 | 666 | 129 | 336 | 31 | 3 | 285 | 79 | — | — | — | — | — | — |
| 2012 | 27 | AAA MLE | Rojos del Aguila de Veracruz | — | 412 | 381 | 88 | 10 | 0 | 6 | 16 | 118 | 12 | 4 | 3 | 231 | 292 | 304 | 597 | 73 | 312 | 29 | 4 | 260 | 62 | — | — | — | — | — | — |
| 2013 | 28 | AAA MLE | Rojos del Aguila de Veracruz | — | 407 | 383 | 80 | 15 | 1 | 7 | 15 | 88 | 6 | 2 | 5 | 209 | 255 | 308 | 563 | 99 | 244 | 22 | 4 | 247 | 53 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Saraperos de Saltillo | — | 313 | 291 | 66 | 11 | 1 | 4 | 17 | 62 | 2 | 2 | 2 | 227 | 281 | 313 | 593 | 86 | 268 | 20 | 5 | 258 | 61 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | Olmecas de Tabasco | — | 192 | 176 | 28 | 3 | 0 | 4 | 11 | 63 | 3 | 1 | 2 | 159 | 222 | 244 | 467 | 85 | 214 | 33 | 6 | 204 | 24 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | Acereros del Norte | — | 47 | 45 | 6 | 0 | 0 | 1 | 2 | 18 | 0 | 1 | 1 | 133 | 174 | 200 | 374 | 67 | 200 | 38 | 4 | 162 | -4 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 2558 | 2316 | 541 | 88 | 4 | 34 | 121 | 632 | 44 | 16 | 19 | 234 | 285 | 319 | 604 | 85 | 304 | 25 | 5 | 260 | 62 | -115 | -4 | +0 | +9 | +55 | -5.6 | |
| / 162G | — | MLE | — | 650 | 589 | 137 | 22 | 1 | 9 | 31 | 161 | 11 | 4 | 5 | 233 | 284 | 319 | 603 | 87 | 302 | 25 | 5 | 260 | 62 | -29 | -1 | +0 | +2 | +14 | -1.4 | |
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.
2016 AAAAcereros del Norte · 47 PAwOBA .214 → .162 (−52)K% 31.9% → 38.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.91% | ÷0.989 | ×1.200 | — | — | 38.71% |
| BB% (unintentional) /PA | 8.51% | ÷1.059 | ×0.690 | — | ×0.952 | 5.28% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.952 | 0.00% |
| Singles /BIP | 22.22% | ÷1.011 | ×0.930 | — | ×0.952 | 19.45% |
| Doubles /BIP | 0.00% | ÷1.013 | ×0.830 | — | ×0.952 | 0.00% |
| Triples /BIP | 0.00% | ÷1.124 | ×0.920 | — | ×0.952 | 0.00% |
| Home runs /BIP | 3.70% | ÷0.941 | ×0.700 | — | ×0.952 | 2.62% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 88, 1B 102, 2B 103, 3B 125, K 98, BB 112 — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average).
Result: wOBA .214 → .162; ISO .071 → .049; BABIP .231 → .200. 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 AAAOlmecas de Tabasco · 192 PAwOBA .272 → .204 (−68)K% 26.6% → 32.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.56% | ÷0.969 | ×1.200 | — | — | 32.89% |
| BB% (unintentional) /PA | 8.33% | ÷0.986 | ×0.690 | — | ×0.962 | 5.61% |
| HBP% /PA | 1.56% | — | ×0.940 | — | ×0.962 | 1.41% |
| Singles /BIP | 21.01% | ÷1.017 | ×0.930 | ×0.976 | ×0.962 | 18.04% |
| Doubles /BIP | 3.36% | ÷1.011 | ×0.830 | ×0.976 | ×0.962 | 2.59% |
| Triples /BIP | 0.00% | ÷0.986 | ×0.920 | ×0.976 | ×0.962 | 0.00% |
| Home runs /BIP | 5.04% | ÷1.011 | ×0.700 | — | ×0.962 | 3.36% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 103, 2B 102, 3B 97, K 94, BB 97 — 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 ×0.976.
Result: wOBA .272 → .204; ISO .129 → .086; BABIP .257 → .214. 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 AAASaraperos de Saltillo · 313 PAwOBA .311 → .258 (−53)K% 16.0% → 19.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.97% | ÷0.971 | ×1.200 | — | — | 19.73% |
| BB% (unintentional) /PA | 7.99% | ÷0.975 | ×0.690 | — | ×0.972 | 5.50% |
| HBP% /PA | 0.64% | — | ×0.940 | — | ×0.972 | 0.58% |
| Singles /BIP | 24.44% | ÷1.036 | ×0.930 | ×1.013 | ×0.972 | 21.60% |
| Doubles /BIP | 6.22% | ÷1.076 | ×0.830 | ×1.013 | ×0.972 | 4.72% |
| Triples /BIP | 0.44% | ÷0.933 | ×0.920 | ×1.013 | ×0.972 | 0.43% |
| Home runs /BIP | 2.22% | ÷0.965 | ×0.700 | — | ×0.972 | 1.57% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 93, 1B 107, 2B 115, 3B 87, K 94, BB 95 — 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 ×1.013.
Result: wOBA .311 → .258; ISO .113 → .087; BABIP .314 → .268. 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 AAARojos del Aguila de Veracruz · 407 PAwOBA .285 → .247 (−37)K% 18.7% → 21.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.67% | ÷1.044 | ×1.200 | — | — | 21.46% |
| BB% (unintentional) /PA | 5.65% | ÷1.011 | ×0.690 | — | ×0.982 | 3.79% |
| HBP% /PA | 1.47% | — | ×0.940 | — | ×0.982 | 1.36% |
| Singles /BIP | 20.27% | ÷0.995 | ×0.930 | ×1.019 | ×0.982 | 18.95% |
| Doubles /BIP | 6.19% | ÷1.015 | ×0.830 | ×1.019 | ×0.982 | 5.06% |
| Triples /BIP | 0.34% | ÷1.150 | ×0.920 | ×1.019 | ×0.982 | 0.27% |
| Home runs /BIP | 3.09% | ÷0.867 | ×0.700 | — | ×0.982 | 2.45% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 73, 1B 99, 2B 103, 3B 130, K 109, 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 ×1.019.
Result: wOBA .285 → .247; ISO .128 → .106; BABIP .271 → .244. 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 AAARojos del Aguila de Veracruz · 412 PAwOBA .295 → .260 (−35)K% 24.0% → 28.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.03% | ÷1.004 | ×1.200 | — | — | 28.73% |
| BB% (unintentional) /PA | 6.07% | ÷1.087 | ×0.690 | — | ×0.992 | 3.82% |
| HBP% /PA | 2.91% | — | ×0.940 | — | ×0.992 | 2.72% |
| Singles /BIP | 27.31% | ÷0.959 | ×0.930 | ×1.029 | ×0.992 | 27.04% |
| Doubles /BIP | 5.00% | ÷1.125 | ×0.830 | ×1.029 | ×0.992 | 3.77% |
| Triples /BIP | 0.00% | ÷1.027 | ×0.920 | ×1.029 | ×0.992 | 0.00% |
| Home runs /BIP | 3.08% | ÷1.014 | ×0.700 | — | ×0.992 | 2.11% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 92, 2B 125, 3B 105, K 101, BB 117 — 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 ×1.029.
Result: wOBA .295 → .260; ISO .103 → .075; BABIP .331 → .312. 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 AAASaraperos de Saltillo · 328 PAwOBA .350 → .285 (−64)K% 25.0% → 31.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷0.956 | ×1.200 | — | — | 31.37% |
| BB% (unintentional) /PA | 5.49% | ÷1.079 | ×0.690 | — | ×1.003 | 3.52% |
| HBP% /PA | 1.22% | — | ×0.940 | — | ×1.003 | 1.15% |
| Singles /BIP | 28.04% | ÷1.049 | ×0.930 | ×1.004 | ×1.003 | 25.04% |
| Doubles /BIP | 8.88% | ÷1.008 | ×0.830 | ×1.004 | ×1.003 | 7.36% |
| Triples /BIP | 0.93% | ÷1.150 | ×0.920 | ×1.004 | ×1.003 | 0.75% |
| Home runs /BIP | 4.21% | ÷0.920 | ×0.700 | — | ×1.003 | 3.21% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 110, 2B 102, 3B 130, K 91, BB 116 — 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 ×1.004.
Result: wOBA .350 → .285; ISO .169 → .131; BABIP .388 → .336. 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 AAADorados de Chihuahua · 228 PAwOBA .316 → .280 (−36)K% 19.3% → 22.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.30% | ÷1.038 | ×1.200 | — | — | 22.32% |
| BB% (unintentional) /PA | 9.65% | ÷1.039 | ×0.690 | — | ×1.018 | 6.52% |
| HBP% /PA | 0.88% | — | ×0.940 | — | ×1.018 | 0.84% |
| Singles /BIP | 24.50% | ÷1.072 | ×0.930 | ×1.041 | ×1.018 | 22.53% |
| Doubles /BIP | 8.61% | ÷0.961 | ×0.830 | ×1.041 | ×1.018 | 7.88% |
| Triples /BIP | 0.00% | ÷1.028 | ×0.920 | ×1.041 | ×1.018 | 0.00% |
| Home runs /BIP | 1.99% | ÷1.129 | ×0.700 | — | ×1.018 | 1.25% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 126, 1B 114, 2B 92, 3B 106, K 108, BB 108 — 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 ×1.041.
Result: wOBA .316 → .280; ISO .113 → .096; BABIP .336 → .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).
2009 AAAVaqueros Laguna · 128 PAwOBA .316 → .292 (−24)K% 11.7% → 14.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.72% | ÷1.000 | ×1.200 | — | — | 14.06% |
| BB% (unintentional) /PA | 7.03% | ÷1.000 | ×0.690 | — | ×1.033 | 5.01% |
| HBP% /PA | 3.91% | — | ×0.940 | — | ×1.033 | 3.79% |
| Singles /BIP | 33.33% | ÷1.000 | ×0.930 | ×0.982 | ×1.033 | 31.45% |
| Doubles /BIP | 2.08% | ÷1.000 | ×0.830 | ×0.982 | ×1.033 | 1.75% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.920 | ×0.982 | ×1.033 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.700 | — | ×1.033 | 0.00% |
Factors used: level-wide AAA 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 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 ×0.982.
Result: wOBA .316 → .292; ISO .018 → .016; BABIP .354 → .332. 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).