Leobardo Arauz
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2013 | 36 | AAARieleros de A… | 458 | .312/.428/.507 | 14 | 2 | 88 | — | .245/.324/.361 |
| 2014 | 37 | AAARieleros de A… | 297 | .212/.346/.283 | 2 | 1 | 34 | — | .171/.260/.217 |
| 2015 | 38 | AAARieleros de A… | 264 | .301/.405/.434 | 7 | 0 | 77 | — | .240/.311/.305 |
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 | 28 | AAA | Acereros de Monclova | — | 497 | 396 | 122 | 19 | 1 | 15 | 86 | 77 | 11 | 4 | 5 | 308 | 444 | 475 | 919 | 167 | 350 | 15 | 17 | 411 | 112 | — | — | — | — | — | — |
| 2006 | 29 | AAA | Diablos Rojos del Mexico | — | 229 | 202 | 55 | 10 | 0 | 6 | 23 | 32 | 1 | 2 | 2 | 272 | 350 | 411 | 760 | 139 | 295 | 14 | 10 | 338 | 71 | — | — | — | — | — | — |
| 2007 | 30 | AAA | Acereros del Norte | — | 441 | 371 | 112 | 22 | 0 | 16 | 56 | 49 | 6 | 10 | 0 | 302 | 402 | 491 | 892 | 189 | 308 | 11 | 13 | 390 | 98 | — | — | — | — | — | — |
| 2008 | 31 | AAA | Acereros del Norte | — | 439 | 354 | 114 | 20 | 0 | 12 | 72 | 37 | 2 | 7 | 7 | 322 | 439 | 480 | 919 | 158 | 329 | 8 | 16 | 402 | 110 | — | — | — | — | — | — |
| 2009 | 32 | AAA | Acereros del Norte | — | 471 | 365 | 108 | 21 | 2 | 10 | 86 | 53 | 4 | 2 | 1 | 296 | 435 | 447 | 882 | 151 | 319 | 11 | 18 | 386 | 97 | — | — | — | — | — | — |
| 2010 | 33 | AAA | Acereros del Norte | — | 411 | 347 | 106 | 21 | 3 | 6 | 53 | 34 | 2 | 1 | 8 | 305 | 400 | 435 | 836 | 130 | 322 | 8 | 13 | 369 | 81 | — | — | — | — | — | — |
| 2010 | 33 | INTL | Yaquis de Obregon | — | 49 | 35 | 8 | 3 | 0 | 0 | 11 | 5 | 0 | 0 | 0 | 229 | 413 | 314 | 727 | 86 | 258 | 10 | 22 | 328 | 108 | — | — | — | — | — | — |
| 2011 | 34 | AAA | Acereros del Norte | — | 433 | 344 | 111 | 30 | 1 | 15 | 79 | 47 | 4 | 1 | 2 | 323 | 454 | 547 | 1.001 | 224 | 337 | 11 | 18 | 435 | 103 | — | — | — | — | — | — |
| 2012 | 35 | AAA | Rieleros de Aguascalientes | — | 438 | 343 | 90 | 18 | 1 | 16 | 83 | 61 | 6 | 2 | 7 | 262 | 414 | 461 | 875 | 198 | 275 | 14 | 19 | 388 | 77 | — | — | — | — | — | — |
| 2013 | 36 | AAA | Rieleros de Aguascalientes | — | 458 | 375 | 117 | 29 | 1 | 14 | 72 | 54 | 4 | 2 | 2 | 312 | 428 | 507 | 935 | 195 | 333 | 12 | 16 | 409 | 88 | — | — | — | — | — | — |
| 2014 | 37 | AAA | Rieleros de Aguascalientes | — | 297 | 240 | 51 | 9 | 1 | 2 | 48 | 37 | 1 | 1 | 1 | 212 | 346 | 283 | 629 | 71 | 240 | 12 | 16 | 292 | 34 | — | — | — | — | — | — |
| 2015 | 38 | AAA | Rieleros de Aguascalientes | — | 264 | 219 | 66 | 8 | 0 | 7 | 35 | 24 | 3 | 0 | 1 | 301 | 405 | 434 | 838 | 132 | 306 | 9 | 13 | 370 | 77 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 28 | AAA MLE | Acereros de Monclova | — | 497 | 425 | 112 | 16 | 1 | 11 | 57 | 92 | 11 | 4 | 5 | 264 | 365 | 384 | 749 | 120 | 307 | 19 | 11 | 334 | 112 | — | — | — | — | — | — |
| 2006 | 29 | AAA MLE | Diablos Rojos del Mexico | — | 229 | 210 | 48 | 8 | 0 | 4 | 15 | 38 | 1 | 2 | 2 | 229 | 283 | 324 | 607 | 95 | 259 | 17 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2007 | 30 | AAA MLE | Acereros del Norte | — | 441 | 393 | 100 | 18 | 0 | 12 | 34 | 59 | 6 | 10 | 0 | 254 | 323 | 392 | 715 | 137 | 261 | 13 | 8 | 313 | 98 | — | — | — | — | — | — |
| 2008 | 31 | AAA MLE | Acereros del Norte | — | 439 | 382 | 106 | 17 | 0 | 9 | 44 | 44 | 2 | 7 | 7 | 277 | 355 | 393 | 748 | 115 | 283 | 10 | 10 | 331 | 110 | — | — | — | — | — | — |
| 2009 | 32 | AAA MLE | Acereros del Norte | — | 471 | 397 | 99 | 18 | 2 | 7 | 54 | 64 | 4 | 2 | 1 | 249 | 345 | 358 | 703 | 108 | 265 | 14 | 11 | 311 | 97 | — | — | — | — | — | — |
| 2010 | 33 | AAA MLE | Acereros del Norte | — | 411 | 371 | 93 | 17 | 3 | 4 | 29 | 42 | 2 | 1 | 8 | 251 | 308 | 345 | 653 | 94 | 263 | 10 | 7 | 288 | 81 | — | — | — | — | — | — |
| 2011 | 34 | AAA MLE | Acereros del Norte | — | 433 | 378 | 95 | 24 | 1 | 10 | 45 | 61 | 4 | 1 | 2 | 251 | 337 | 399 | 737 | 148 | 267 | 14 | 10 | 320 | 103 | — | — | — | — | — | — |
| 2012 | 35 | AAA MLE | Rieleros de Aguascalientes | — | 438 | 373 | 73 | 13 | 1 | 11 | 53 | 76 | 6 | 2 | 7 | 196 | 306 | 324 | 630 | 129 | 211 | 17 | 12 | 282 | 77 | — | — | — | — | — | — |
| 2013 | 36 | AAA MLE | Rieleros de Aguascalientes | — | 458 | 404 | 99 | 21 | 1 | 8 | 43 | 70 | 4 | 2 | 2 | 245 | 324 | 361 | 685 | 116 | 271 | 15 | 9 | 299 | 88 | — | — | — | — | — | — |
| 2014 | 37 | AAA MLE | Rieleros de Aguascalientes | — | 297 | 258 | 44 | 7 | 1 | 1 | 30 | 48 | 1 | 1 | 1 | 171 | 260 | 217 | 477 | 47 | 193 | 16 | 10 | 219 | 34 | — | — | — | — | — | — |
| 2015 | 38 | AAA MLE | Rieleros de Aguascalientes | — | 264 | 233 | 56 | 6 | 0 | 3 | 21 | 32 | 3 | 0 | 1 | 240 | 311 | 305 | 616 | 64 | 254 | 12 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2005 | 28 | AAA MLE | Acereros de Monclova | — | 497 | 425 | 112 | 16 | 1 | 11 | 57 | 92 | 11 | 4 | 5 | 264 | 365 | 384 | 749 | 120 | 312 | 19 | 11 | 334 | 112 | — | — | — | — | — | — |
| 2005 | 28 | AAA RAW | Acereros de Monclova | — | 497 | 396 | 122 | 19 | 1 | 15 | 86 | 77 | 11 | 4 | 5 | 308 | 444 | 475 | 919 | 167 | 350 | 15 | 17 | 411 | 112 | — | — | — | — | — | — |
| 2006 | 29 | AAA MLE | Diablos Rojos del Mexico | — | 229 | 210 | 48 | 8 | 0 | 4 | 15 | 38 | 1 | 2 | 2 | 229 | 283 | 324 | 607 | 95 | 259 | 17 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2006 | 29 | AAA RAW | Diablos Rojos del Mexico | — | 229 | 202 | 55 | 10 | 0 | 6 | 23 | 32 | 1 | 2 | 2 | 272 | 350 | 411 | 760 | 139 | 295 | 14 | 10 | 338 | 71 | — | — | — | — | — | — |
| 2007 | 30 | AAA MLE | Acereros del Norte | — | 441 | 393 | 100 | 18 | 0 | 12 | 34 | 59 | 6 | 10 | 0 | 254 | 323 | 392 | 715 | 137 | 268 | 13 | 8 | 313 | 98 | — | — | — | — | — | — |
| 2007 | 30 | AAA RAW | Acereros del Norte | — | 441 | 371 | 112 | 22 | 0 | 16 | 56 | 49 | 6 | 10 | 0 | 302 | 402 | 491 | 892 | 189 | 308 | 11 | 13 | 390 | 98 | — | — | — | — | — | — |
| 2008 | 31 | AAA MLE | Acereros del Norte | — | 439 | 382 | 106 | 17 | 0 | 9 | 44 | 44 | 2 | 7 | 7 | 277 | 355 | 393 | 748 | 115 | 290 | 10 | 10 | 331 | 110 | — | — | — | — | — | — |
| 2008 | 31 | AAA RAW | Acereros del Norte | — | 439 | 354 | 114 | 20 | 0 | 12 | 72 | 37 | 2 | 7 | 7 | 322 | 439 | 480 | 919 | 158 | 329 | 8 | 16 | 402 | 110 | — | — | — | — | — | — |
| 2009 | 32 | AAA MLE | Acereros del Norte | — | 471 | 397 | 99 | 18 | 2 | 7 | 54 | 64 | 4 | 2 | 1 | 249 | 345 | 358 | 703 | 108 | 278 | 14 | 11 | 311 | 97 | — | — | — | — | — | — |
| 2009 | 32 | AAA RAW | Acereros del Norte | — | 471 | 365 | 108 | 21 | 2 | 10 | 86 | 53 | 4 | 2 | 1 | 296 | 435 | 447 | 882 | 151 | 319 | 11 | 18 | 386 | 97 | — | — | — | — | — | — |
| 2010 | 33 | AAA MLE | 2 teams | — | 460 | 414 | 103 | 19 | 3 | 4 | 32 | 46 | 2 | 1 | 8 | 249 | 306 | 338 | 644 | 89 | 268 | 10 | 7 | 288 | 81 | — | — | — | — | — | — |
| 2010 | 33 | AAA RAW | 2 teams | — | 460 | 382 | 114 | 24 | 3 | 6 | 64 | 39 | 2 | 1 | 8 | 298 | 402 | 424 | 826 | 126 | 316 | 8 | 14 | 364 | 81 | — | — | — | — | — | — |
| 2011 | 34 | AAA MLE | Acereros del Norte | — | 433 | 378 | 95 | 24 | 1 | 10 | 45 | 61 | 4 | 1 | 2 | 251 | 337 | 399 | 737 | 148 | 274 | 14 | 10 | 320 | 103 | — | — | — | — | — | — |
| 2011 | 34 | AAA RAW | Acereros del Norte | — | 433 | 344 | 111 | 30 | 1 | 15 | 79 | 47 | 4 | 1 | 2 | 323 | 454 | 547 | 1.001 | 224 | 337 | 11 | 18 | 435 | 103 | — | — | — | — | — | — |
| 2012 | 35 | AAA MLE | Rieleros de Aguascalientes | — | 438 | 373 | 73 | 13 | 1 | 11 | 53 | 76 | 6 | 2 | 7 | 196 | 306 | 324 | 630 | 129 | 215 | 17 | 12 | 282 | 77 | — | — | — | — | — | — |
| 2012 | 35 | AAA RAW | Rieleros de Aguascalientes | — | 438 | 343 | 90 | 18 | 1 | 16 | 83 | 61 | 6 | 2 | 7 | 262 | 414 | 461 | 875 | 198 | 275 | 14 | 19 | 388 | 77 | — | — | — | — | — | — |
| 2013 | 36 | AAA MLE | Rieleros de Aguascalientes | — | 458 | 404 | 99 | 21 | 1 | 8 | 43 | 70 | 4 | 2 | 2 | 245 | 324 | 361 | 685 | 116 | 277 | 15 | 9 | 299 | 88 | — | — | — | — | — | — |
| 2013 | 36 | AAA RAW | Rieleros de Aguascalientes | — | 458 | 375 | 117 | 29 | 1 | 14 | 72 | 54 | 4 | 2 | 2 | 312 | 428 | 507 | 935 | 195 | 333 | 12 | 16 | 409 | 88 | — | — | — | — | — | — |
| 2014 | 37 | AAA MLE | Rieleros de Aguascalientes | — | 297 | 258 | 44 | 7 | 1 | 1 | 30 | 48 | 1 | 1 | 1 | 171 | 260 | 217 | 477 | 47 | 203 | 16 | 10 | 219 | 34 | — | — | — | — | — | — |
| 2014 | 37 | AAA RAW | Rieleros de Aguascalientes | — | 297 | 240 | 51 | 9 | 1 | 2 | 48 | 37 | 1 | 1 | 1 | 212 | 346 | 283 | 629 | 71 | 240 | 12 | 16 | 292 | 34 | — | — | — | — | — | — |
| 2015 | 38 | AAA MLE | Rieleros de Aguascalientes | — | 264 | 233 | 56 | 6 | 0 | 3 | 21 | 32 | 3 | 0 | 1 | 240 | 311 | 305 | 616 | 64 | 261 | 12 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2015 | 38 | AAA RAW | Rieleros de Aguascalientes | — | 264 | 219 | 66 | 8 | 0 | 7 | 35 | 24 | 3 | 0 | 1 | 301 | 405 | 434 | 838 | 132 | 306 | 9 | 13 | 370 | 77 | — | — | — | — | — | — |
| 2005 | 28 | AAA MLE | Acereros de Monclova | — | 497 | 426 | 112 | 16 | 1 | 11 | 57 | 92 | 11 | 4 | 5 | 263 | 365 | 383 | 748 | 120 | 307 | 19 | 11 | 334 | 112 | — | — | — | — | — | — |
| 2006 | 29 | AAA MLE | Diablos Rojos del Mexico | — | 229 | 211 | 48 | 8 | 0 | 4 | 15 | 38 | 1 | 2 | 2 | 227 | 283 | 322 | 605 | 95 | 259 | 17 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2007 | 30 | AAA MLE | Acereros del Norte | — | 441 | 398 | 100 | 18 | 0 | 12 | 34 | 59 | 6 | 10 | 0 | 251 | 323 | 387 | 710 | 136 | 261 | 13 | 8 | 313 | 98 | — | — | — | — | — | — |
| 2008 | 31 | AAA MLE | Acereros del Norte | — | 439 | 390 | 106 | 17 | 0 | 9 | 44 | 44 | 2 | 7 | 7 | 272 | 355 | 385 | 740 | 113 | 283 | 10 | 10 | 331 | 110 | — | — | — | — | — | — |
| 2009 | 32 | AAA MLE | Acereros del Norte | — | 471 | 410 | 99 | 18 | 2 | 7 | 54 | 64 | 4 | 2 | 1 | 241 | 345 | 346 | 691 | 105 | 265 | 14 | 11 | 311 | 97 | — | — | — | — | — | — |
| 2010 | 33 | AAA MLE | 2 teams | — | 460 | 423 | 103 | 19 | 3 | 4 | 32 | 46 | 2 | 1 | 8 | 243 | 306 | 331 | 637 | 87 | 263 | 10 | 7 | 288 | 81 | — | — | — | — | — | — |
| 2011 | 34 | AAA MLE | Acereros del Norte | — | 433 | 381 | 95 | 24 | 1 | 10 | 45 | 61 | 4 | 1 | 2 | 249 | 337 | 396 | 734 | 147 | 267 | 14 | 10 | 320 | 103 | — | — | — | — | — | — |
| 2012 | 35 | AAA MLE | Rieleros de Aguascalientes | — | 438 | 376 | 73 | 13 | 1 | 11 | 53 | 76 | 6 | 2 | 7 | 194 | 306 | 322 | 627 | 128 | 211 | 17 | 12 | 282 | 77 | — | — | — | — | — | — |
| 2013 | 36 | AAA MLE | Rieleros de Aguascalientes | — | 458 | 408 | 99 | 21 | 1 | 8 | 43 | 70 | 4 | 2 | 2 | 243 | 324 | 358 | 682 | 115 | 271 | 15 | 9 | 299 | 88 | — | — | — | — | — | — |
| 2014 | 37 | AAA MLE | Rieleros de Aguascalientes | — | 297 | 264 | 44 | 7 | 1 | 1 | 30 | 48 | 1 | 1 | 1 | 167 | 260 | 212 | 472 | 45 | 193 | 16 | 10 | 219 | 34 | — | — | — | — | — | — |
| 2015 | 38 | AAA MLE | Rieleros de Aguascalientes | — | 264 | 238 | 56 | 6 | 0 | 3 | 21 | 32 | 3 | 0 | 1 | 235 | 311 | 298 | 610 | 63 | 254 | 12 | 8 | 282 | 77 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 4427 | 3867 | 935 | 167 | 10 | 80 | 428 | 630 | 44 | 32 | 36 | 242 | 324 | 352 | 676 | 110 | 267 | 14 | 10 | 300 | 89 | -56 | -8 | +0 | -47 | +96 | -1.6 | |
| / 162G | — | MLE | — | 650 | 568 | 138 | 25 | 1 | 12 | 63 | 93 | 6 | 5 | 5 | 243 | 325 | 354 | 679 | 111 | 269 | 14 | 10 | 300 | 89 | -8 | -1 | +0 | -7 | +14 | -0.2 | |
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 AAARieleros de Aguascalientes · 264 PAwOBA .365 → .282 (−83)K% 9.1% → 12.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.09% | ÷0.903 | ×1.200 | — | — | 12.08% |
| BB% (unintentional) /PA | 12.50% | ÷0.997 | ×0.690 | — | ×0.940 | 8.13% |
| HBP% /PA | 1.14% | — | ×0.940 | — | ×0.940 | 1.00% |
| Singles /BIP | 26.15% | ÷1.007 | ×0.930 | ×0.993 | ×0.940 | 22.53% |
| Doubles /BIP | 4.10% | ÷1.046 | ×0.830 | ×0.993 | ×0.940 | 3.04% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×0.993 | ×0.940 | 0.00% |
| Home runs /BIP | 3.59% | ÷1.488 | ×0.700 | — | ×0.940 | 1.59% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 198, 1B 101, 2B 109, 3B 130, K 81, BB 99 — applied at half strength. Age: age 38 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (10.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.993.
Result: wOBA .365 → .282; ISO .132 → .074; BABIP .306 → .254. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2014 AAARieleros de Aguascalientes · 297 PAwOBA .288 → .219 (−69)K% 12.5% → 16.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.46% | ÷0.929 | ×1.200 | — | — | 16.10% |
| BB% (unintentional) /PA | 15.82% | ÷1.010 | ×0.690 | — | ×0.940 | 10.17% |
| HBP% /PA | 0.34% | — | ×0.940 | — | ×0.940 | 0.30% |
| Singles /BIP | 19.21% | ÷1.032 | ×0.930 | ×0.983 | ×0.940 | 15.99% |
| Doubles /BIP | 4.43% | ÷1.105 | ×0.830 | ×0.983 | ×0.940 | 3.08% |
| Triples /BIP | 0.49% | ÷1.150 | ×0.920 | ×0.983 | ×0.940 | 0.36% |
| Home runs /BIP | 0.99% | ÷1.197 | ×0.700 | — | ×0.940 | 0.54% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 139, 1B 106, 2B 121, 3B 130, K 86, BB 102 — applied at half strength. Age: age 37 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (9.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.983.
Result: wOBA .288 → .219; ISO .071 → .049; BABIP .240 → .193. 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 AAARieleros de Aguascalientes · 458 PAwOBA .400 → .299 (−101)K% 11.8% → 15.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.79% | ÷0.924 | ×1.200 | — | — | 15.31% |
| BB% (unintentional) /PA | 15.72% | ÷1.096 | ×0.690 | — | ×0.940 | 9.30% |
| HBP% /PA | 0.87% | — | ×0.940 | — | ×0.940 | 0.77% |
| Singles /BIP | 22.74% | ÷0.957 | ×0.930 | ×0.969 | ×0.940 | 20.12% |
| Doubles /BIP | 9.03% | ÷1.089 | ×0.830 | ×0.969 | ×0.940 | 6.27% |
| Triples /BIP | 0.31% | ÷1.150 | ×0.920 | ×0.969 | ×0.940 | 0.23% |
| Home runs /BIP | 4.36% | ÷1.235 | ×0.700 | — | ×0.940 | 2.32% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 91, 2B 118, 3B 130, K 85, BB 119 — applied at half strength. Age: age 36 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (8.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.969.
Result: wOBA .400 → .299; ISO .195 → .125; BABIP .333 → .271. 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 AAARieleros de Aguascalientes · 438 PAwOBA .381 → .282 (−99)K% 13.9% → 17.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.93% | ÷0.965 | ×1.200 | — | — | 17.31% |
| BB% (unintentional) /PA | 18.72% | ÷1.014 | ×0.690 | — | ×0.940 | 11.97% |
| HBP% /PA | 1.37% | — | ×0.940 | — | ×0.940 | 1.21% |
| Singles /BIP | 19.50% | ÷1.057 | ×0.930 | ×0.985 | ×0.940 | 15.88% |
| Doubles /BIP | 6.38% | ÷1.130 | ×0.830 | ×0.985 | ×0.940 | 4.34% |
| Triples /BIP | 0.35% | ÷1.020 | ×0.920 | ×0.985 | ×0.940 | 0.30% |
| Home runs /BIP | 5.67% | ÷1.038 | ×0.700 | — | ×0.940 | 3.60% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 108, 1B 111, 2B 126, 3B 104, K 93, BB 103 — applied at half strength. Age: age 35 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (7.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.985.
Result: wOBA .381 → .282; ISO .198 → .140; BABIP .275 → .211. 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 AAAAcereros del Norte · 433 PAwOBA .425 → .320 (−105)K% 10.9% → 14.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.85% | ÷0.928 | ×1.200 | — | — | 14.04% |
| BB% (unintentional) /PA | 17.55% | ÷1.083 | ×0.690 | — | ×0.940 | 10.51% |
| HBP% /PA | 0.92% | — | ×0.940 | — | ×0.940 | 0.82% |
| Singles /BIP | 21.89% | ÷0.996 | ×0.930 | ×0.960 | ×0.940 | 18.44% |
| Doubles /BIP | 10.10% | ÷1.016 | ×0.830 | ×0.960 | ×0.940 | 7.45% |
| Triples /BIP | 0.34% | ÷1.150 | ×0.920 | ×0.960 | ×0.940 | 0.24% |
| Home runs /BIP | 5.05% | ÷1.126 | ×0.700 | — | ×0.940 | 2.95% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 125, 1B 99, 2B 103, 3B 130, K 86, BB 117 — applied at half strength. Age: age 34 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (6.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.960.
Result: wOBA .425 → .320; ISO .224 → .158; BABIP .337 → .267. 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 AAAAcereros del Norte · 411 PAwOBA .358 → .288 (−70)K% 8.3% → 10.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.27% | ÷0.981 | ×1.200 | — | — | 10.11% |
| BB% (unintentional) /PA | 11.44% | ÷1.056 | ×0.690 | — | ×0.942 | 7.04% |
| HBP% /PA | 0.49% | — | ×0.940 | — | ×0.942 | 0.43% |
| Singles /BIP | 24.28% | ÷1.020 | ×0.930 | ×0.979 | ×0.942 | 20.42% |
| Doubles /BIP | 6.71% | ÷1.016 | ×0.830 | ×0.979 | ×0.942 | 5.05% |
| Triples /BIP | 0.96% | ÷0.900 | ×0.920 | ×0.979 | ×0.942 | 0.90% |
| Home runs /BIP | 1.92% | ÷1.170 | ×0.700 | — | ×0.942 | 1.08% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 134, 1B 104, 2B 103, 3B 80, K 96, BB 111 — applied at half strength. Age: age 33 vs a level average of 27.2 → −5.8% on BB/HBP/hit rates (5.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.979.
Result: wOBA .358 → .288; ISO .130 → .099; BABIP .322 → .263. 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 AAAAcereros del Norte · 471 PAwOBA .378 → .311 (−67)K% 11.3% → 13.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.25% | ÷1.000 | ×1.200 | — | — | 13.50% |
| BB% (unintentional) /PA | 17.41% | ÷1.000 | ×0.690 | — | ×0.952 | 11.44% |
| HBP% /PA | 0.85% | — | ×0.940 | — | ×0.952 | 0.76% |
| Singles /BIP | 24.04% | ÷1.000 | ×0.930 | ×0.969 | ×0.952 | 20.63% |
| Doubles /BIP | 6.73% | ÷1.000 | ×0.830 | ×0.969 | ×0.952 | 5.15% |
| Triples /BIP | 0.64% | ÷1.000 | ×0.920 | ×0.969 | ×0.952 | 0.54% |
| Home runs /BIP | 3.21% | ÷1.000 | ×0.700 | — | ×0.952 | 2.14% |
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 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.969.
Result: wOBA .378 → .311; ISO .151 → .121; BABIP .319 → .265. 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).
2008 AAAAcereros del Norte · 439 PAwOBA .393 → .331 (−62)K% 8.4% → 10.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.43% | ÷1.000 | ×1.200 | — | — | 10.11% |
| BB% (unintentional) /PA | 15.03% | ÷1.000 | ×0.690 | — | ×0.962 | 9.98% |
| HBP% /PA | 0.46% | — | ×0.940 | — | ×0.962 | 0.41% |
| Singles /BIP | 25.87% | ÷1.000 | ×0.930 | ×0.993 | ×0.962 | 22.98% |
| Doubles /BIP | 6.31% | ÷1.000 | ×0.830 | ×0.993 | ×0.962 | 5.00% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.920 | ×0.993 | ×0.962 | 0.00% |
| Home runs /BIP | 3.79% | ÷1.000 | ×0.700 | — | ×0.962 | 2.55% |
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 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 ×0.993.
Result: wOBA .393 → .331; ISO .158 → .125; BABIP .329 → .283. 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 — .