Mario Ivan Santana
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 39 | AAA/INTL2 orgs | 275 | .235/.305/.319 | 5 | 1 | 43 | — | .222/.272/.291 |
| 2016 | 40 | AAAPericos de Pu… | 87 | .295/.353/.397 | 2 | 0 | 60 | — | .250/.294/.312 |
| 2017 | 41 | AAAAcereros del … | 31 | .192/.276/.269 | 0 | 0 | 24 | — | .192/.276/.269 |
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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.
| 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 | 29 | AAA | Olmecas de Tabasco | — | 342 | 293 | 90 | 10 | 0 | 2 | 38 | 27 | 2 | 2 | 6 | 307 | 390 | 362 | 752 | 55 | 328 | 8 | 11 | 338 | 92 | — | — | — | — | — | — |
| 2006 | 30 | AAA | Olmecas de Tabasco | — | 381 | 330 | 92 | 18 | 0 | 3 | 45 | 33 | 3 | 5 | 4 | 279 | 370 | 361 | 731 | 82 | 302 | 9 | 12 | 334 | 79 | — | — | — | — | — | — |
| 2007 | 31 | AAA | Olmecas de Tabasco | — | 448 | 389 | 128 | 23 | 2 | 5 | 36 | 31 | 2 | 4 | 5 | 329 | 389 | 437 | 826 | 108 | 346 | 7 | 8 | 354 | 101 | — | — | — | — | — | — |
| 2008 | 32 | AAA | Olmecas de Tabasco | — | 422 | 378 | 111 | 17 | 4 | 1 | 25 | 37 | 2 | 0 | 5 | 294 | 340 | 368 | 708 | 74 | 322 | 9 | 6 | 308 | 72 | — | — | — | — | — | — |
| 2009 | 33 | AAA | Olmecas de Tabasco | — | 354 | 311 | 84 | 14 | 0 | 1 | 27 | 28 | 1 | 0 | 3 | 270 | 329 | 325 | 654 | 55 | 292 | 8 | 8 | 288 | 57 | — | — | — | — | — | — |
| 2010 | 34 | AAA | Sultanes de Monterrey | — | 202 | 165 | 42 | 4 | 0 | 0 | 21 | 18 | 2 | 1 | 1 | 255 | 346 | 279 | 625 | 24 | 284 | 9 | 10 | 275 | 52 | — | — | — | — | — | — |
| 2010 | 34 | INTL | Caneros de los Mochis | — | 90 | 83 | 21 | 8 | 0 | 0 | 6 | 8 | 0 | 1 | 0 | 253 | 303 | 349 | 653 | 96 | 276 | 9 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2011 | 35 | AAA | Olmecas de Tabasco | — | 357 | 300 | 90 | 20 | 1 | 5 | 41 | 39 | 1 | 3 | 2 | 300 | 386 | 423 | 809 | 123 | 331 | 11 | 11 | 350 | 87 | — | — | — | — | — | — |
| 2011 | 35 | INTL | Caneros de los Mochis | — | 55 | 45 | 13 | 2 | 0 | 0 | 7 | 6 | 0 | 1 | 1 | 289 | 385 | 333 | 718 | 44 | 333 | 11 | 13 | 316 | 100 | — | — | — | — | — | — |
| 2012 | 36 | AAA | Olmecas de Tabasco | — | 324 | 283 | 68 | 11 | 1 | 4 | 31 | 31 | 1 | 2 | 0 | 240 | 317 | 329 | 646 | 88 | 258 | 10 | 10 | 289 | 46 | — | — | — | — | — | — |
| 2012 | 36 | INTL | Venados de Mazatlan | — | 180 | 147 | 33 | 3 | 0 | 2 | 23 | 19 | 3 | 0 | 3 | 224 | 341 | 286 | 627 | 61 | 244 | 11 | 13 | 287 | 80 | — | — | — | — | — | — |
| 2013 | 37 | AAA | Olmecas de Tabasco | — | 276 | 235 | 59 | 10 | 0 | 1 | 25 | 28 | 3 | 0 | 1 | 251 | 331 | 306 | 637 | 55 | 280 | 10 | 9 | 283 | 47 | — | — | — | — | — | — |
| 2013 | 37 | INTL | Naranjeros de Hermosillo | — | 92 | 83 | 19 | 4 | 0 | 0 | 8 | 8 | 0 | 1 | 1 | 229 | 297 | 277 | 574 | 48 | 253 | 9 | 9 | 264 | 65 | — | — | — | — | — | — |
| 2014 | 38 | AAA | Pericos de Puebla | — | 293 | 256 | 61 | 7 | 0 | 3 | 25 | 33 | 4 | 1 | 0 | 238 | 316 | 301 | 617 | 62 | 262 | 11 | 9 | 279 | 34 | — | — | — | — | — | — |
| 2014 | 38 | INTL | Naranjeros de Hermosillo | — | 60 | 55 | 10 | 0 | 0 | 1 | 3 | 4 | 0 | 0 | 0 | 182 | 224 | 236 | 461 | 55 | 180 | 7 | 5 | 205 | 25 | — | — | — | — | — | — |
| 2015 | 39 | AAA | Pericos de Puebla | — | 176 | 153 | 40 | 3 | 0 | 4 | 13 | 15 | 3 | 1 | 0 | 261 | 331 | 359 | 691 | 98 | 269 | 9 | 7 | 303 | 47 | — | — | — | — | — | — |
| 2015 | 39 | INTL | Naranjeros de Hermosillo | — | 99 | 85 | 16 | 2 | 0 | 1 | 7 | 14 | 1 | 0 | 0 | 188 | 258 | 247 | 505 | 59 | 208 | 14 | 7 | 223 | 37 | — | — | — | — | — | — |
| 2016 | 40 | AAA | Pericos de Puebla | — | 87 | 78 | 23 | 2 | 0 | 2 | 6 | 9 | 1 | 0 | 0 | 295 | 353 | 397 | 750 | 103 | 313 | 10 | 7 | 332 | 60 | — | — | — | — | — | — |
| 2017 | 41 | AAA | Acereros del Norte | — | 31 | 26 | 5 | 2 | 0 | 0 | 1 | 5 | 2 | 0 | 1 | 192 | 276 | 269 | 545 | 77 | 238 | 16 | 3 | 240 | 24 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 29 | AAA MLE | Olmecas de Tabasco | — | 342 | 305 | 89 | 9 | 0 | 1 | 26 | 32 | 2 | 2 | 6 | 292 | 351 | 331 | 682 | 39 | 309 | 9 | 8 | 304 | 92 | — | — | — | — | — | — |
| 2006 | 30 | AAA MLE | Olmecas de Tabasco | — | 381 | 346 | 88 | 16 | 0 | 2 | 29 | 40 | 3 | 5 | 4 | 254 | 317 | 318 | 635 | 64 | 279 | 10 | 8 | 285 | 79 | — | — | — | — | — | — |
| 2007 | 31 | AAA MLE | Olmecas de Tabasco | — | 448 | 404 | 127 | 21 | 2 | 4 | 21 | 37 | 2 | 4 | 5 | 314 | 351 | 406 | 757 | 92 | 318 | 8 | 5 | 317 | 101 | — | — | — | — | — | — |
| 2008 | 32 | AAA MLE | Olmecas de Tabasco | — | 422 | 390 | 108 | 15 | 4 | 1 | 14 | 44 | 2 | 0 | 5 | 277 | 305 | 344 | 649 | 67 | 294 | 10 | 3 | 275 | 72 | — | — | — | — | — | — |
| 2009 | 33 | AAA MLE | Olmecas de Tabasco | — | 354 | 323 | 81 | 12 | 0 | 1 | 16 | 34 | 1 | 0 | 3 | 251 | 288 | 297 | 585 | 46 | 264 | 10 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2010 | 34 | AAA MLE | Sultanes de Monterrey | — | 202 | 174 | 43 | 4 | 0 | 0 | 12 | 21 | 2 | 1 | 1 | 247 | 303 | 270 | 573 | 23 | 256 | 10 | 6 | 245 | 52 | — | — | — | — | — | — |
| 2011 | 35 | AAA MLE | Olmecas de Tabasco | — | 357 | 317 | 86 | 18 | 1 | 4 | 24 | 48 | 1 | 3 | 2 | 271 | 325 | 372 | 697 | 101 | 291 | 13 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2012 | 36 | AAA MLE | Olmecas de Tabasco | — | 324 | 296 | 63 | 10 | 1 | 3 | 18 | 38 | 1 | 2 | 0 | 213 | 260 | 284 | 544 | 71 | 227 | 12 | 6 | 236 | 46 | — | — | — | — | — | — |
| 2013 | 37 | AAA MLE | Olmecas de Tabasco | — | 276 | 245 | 55 | 8 | 0 | 1 | 15 | 34 | 3 | 0 | 1 | 224 | 278 | 269 | 547 | 45 | 244 | 12 | 5 | 237 | 47 | — | — | — | — | — | — |
| 2014 | 38 | AAA MLE | Pericos de Puebla | — | 293 | 266 | 52 | 5 | 0 | 2 | 15 | 43 | 4 | 1 | 0 | 195 | 249 | 237 | 486 | 41 | 221 | 15 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2015 | 39 | AAA MLE | Pericos de Puebla | — | 176 | 158 | 35 | 2 | 0 | 3 | 8 | 20 | 3 | 1 | 0 | 222 | 272 | 291 | 563 | 70 | 224 | 11 | 5 | 237 | 47 | — | — | — | — | — | — |
| 2016 | 40 | AAA MLE | Pericos de Puebla | — | 87 | 80 | 20 | 2 | 0 | 1 | 4 | 12 | 1 | 0 | 0 | 250 | 294 | 312 | 607 | 62 | 262 | 14 | 5 | 257 | 60 | — | — | — | — | — | — |
| 2017 | 41 | AAA MLE | Acereros del Norte | — | 31 | 26 | 5 | 2 | 0 | 0 | 1 | 6 | 2 | 0 | 1 | 192 | 276 | 269 | 545 | 77 | 199 | 19 | 3 | 204 | 24 | — | — | — | — | — | — |
| 2005 | 29 | AAA MLE | Olmecas de Tabasco | — | 342 | 305 | 89 | 9 | 0 | 1 | 26 | 32 | 2 | 2 | 6 | 292 | 351 | 331 | 682 | 39 | 319 | 9 | 8 | 304 | 92 | — | — | — | — | — | — |
| 2005 | 29 | AAA RAW | Olmecas de Tabasco | — | 342 | 293 | 90 | 10 | 0 | 2 | 38 | 27 | 2 | 2 | 6 | 307 | 390 | 362 | 752 | 55 | 328 | 8 | 11 | 338 | 92 | — | — | — | — | — | — |
| 2006 | 30 | AAA MLE | Olmecas de Tabasco | — | 381 | 346 | 88 | 16 | 0 | 2 | 29 | 40 | 3 | 5 | 4 | 254 | 317 | 318 | 635 | 64 | 282 | 10 | 8 | 285 | 79 | — | — | — | — | — | — |
| 2006 | 30 | AAA RAW | Olmecas de Tabasco | — | 381 | 330 | 92 | 18 | 0 | 3 | 45 | 33 | 3 | 5 | 4 | 279 | 370 | 361 | 731 | 82 | 302 | 9 | 12 | 334 | 79 | — | — | — | — | — | — |
| 2007 | 31 | AAA MLE | Olmecas de Tabasco | — | 448 | 404 | 127 | 21 | 2 | 4 | 21 | 37 | 2 | 4 | 5 | 314 | 351 | 406 | 757 | 92 | 337 | 8 | 5 | 317 | 101 | — | — | — | — | — | — |
| 2007 | 31 | AAA RAW | Olmecas de Tabasco | — | 448 | 389 | 128 | 23 | 2 | 5 | 36 | 31 | 2 | 4 | 5 | 329 | 389 | 437 | 826 | 108 | 346 | 7 | 8 | 354 | 101 | — | — | — | — | — | — |
| 2008 | 32 | AAA MLE | Olmecas de Tabasco | — | 422 | 390 | 108 | 15 | 4 | 1 | 14 | 44 | 2 | 0 | 5 | 277 | 305 | 344 | 649 | 67 | 308 | 10 | 3 | 275 | 72 | — | — | — | — | — | — |
| 2008 | 32 | AAA RAW | Olmecas de Tabasco | — | 422 | 378 | 111 | 17 | 4 | 1 | 25 | 37 | 2 | 0 | 5 | 294 | 340 | 368 | 708 | 74 | 322 | 9 | 6 | 308 | 72 | — | — | — | — | — | — |
| 2009 | 33 | AAA MLE | Olmecas de Tabasco | — | 354 | 323 | 81 | 12 | 0 | 1 | 16 | 34 | 1 | 0 | 3 | 251 | 288 | 297 | 585 | 46 | 276 | 10 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2009 | 33 | AAA RAW | Olmecas de Tabasco | — | 354 | 311 | 84 | 14 | 0 | 1 | 27 | 28 | 1 | 0 | 3 | 270 | 329 | 325 | 654 | 55 | 292 | 8 | 8 | 288 | 57 | — | — | — | — | — | — |
| 2010 | 34 | AAA MLE | 2 teams | — | 292 | 258 | 62 | 5 | 0 | 0 | 17 | 31 | 2 | 2 | 1 | 240 | 292 | 260 | 552 | 19 | 271 | 11 | 6 | 245 | 52 | — | — | — | — | — | — |
| 2010 | 34 | AAA RAW | 2 teams | — | 292 | 248 | 63 | 12 | 0 | 0 | 27 | 26 | 2 | 2 | 1 | 254 | 332 | 302 | 635 | 48 | 281 | 9 | 9 | 280 | 52 | — | — | — | — | — | — |
| 2011 | 35 | AAA MLE | 2 teams | — | 412 | 365 | 99 | 21 | 1 | 5 | 28 | 56 | 1 | 4 | 3 | 271 | 325 | 375 | 700 | 104 | 308 | 14 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2011 | 35 | AAA RAW | 2 teams | — | 412 | 345 | 103 | 22 | 1 | 5 | 48 | 45 | 1 | 4 | 3 | 299 | 386 | 412 | 797 | 113 | 331 | 11 | 12 | 346 | 87 | — | — | — | — | — | — |
| 2012 | 36 | AAA MLE | 2 teams | — | 504 | 456 | 99 | 15 | 2 | 5 | 28 | 59 | 4 | 2 | 3 | 217 | 268 | 292 | 560 | 75 | 239 | 12 | 6 | 236 | 46 | — | — | — | — | — | — |
| 2012 | 36 | AAA RAW | 2 teams | — | 504 | 430 | 101 | 14 | 1 | 6 | 54 | 50 | 4 | 2 | 3 | 235 | 326 | 314 | 640 | 79 | 253 | 10 | 11 | 288 | 46 | — | — | — | — | — | — |
| 2013 | 37 | AAA MLE | 2 teams | — | 368 | 330 | 73 | 11 | 0 | 1 | 21 | 46 | 3 | 1 | 2 | 221 | 274 | 264 | 538 | 42 | 254 | 12 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2013 | 37 | AAA RAW | 2 teams | — | 368 | 318 | 78 | 14 | 0 | 1 | 33 | 36 | 3 | 1 | 2 | 245 | 322 | 299 | 621 | 53 | 273 | 10 | 9 | 278 | 47 | — | — | — | — | — | — |
| 2014 | 38 | AAA MLE | 2 teams | — | 353 | 321 | 64 | 6 | 0 | 3 | 18 | 52 | 4 | 1 | 0 | 199 | 251 | 246 | 497 | 47 | 228 | 15 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2014 | 38 | AAA RAW | 2 teams | — | 353 | 311 | 71 | 7 | 0 | 4 | 28 | 37 | 4 | 1 | 0 | 228 | 300 | 289 | 590 | 61 | 247 | 10 | 8 | 267 | 34 | — | — | — | — | — | — |
| 2015 | 39 | AAA MLE | 2 teams | — | 275 | 246 | 55 | 4 | 0 | 4 | 12 | 31 | 4 | 1 | 0 | 224 | 271 | 289 | 560 | 65 | 239 | 11 | 4 | 237 | 47 | — | — | — | — | — | — |
| 2015 | 39 | AAA RAW | 2 teams | — | 275 | 238 | 56 | 5 | 0 | 5 | 20 | 29 | 4 | 1 | 0 | 235 | 305 | 319 | 625 | 84 | 248 | 11 | 7 | 274 | 47 | — | — | — | — | — | — |
| 2016 | 40 | AAA MLE | Pericos de Puebla | — | 87 | 80 | 20 | 2 | 0 | 1 | 4 | 12 | 1 | 0 | 0 | 250 | 294 | 312 | 607 | 62 | 284 | 14 | 5 | 257 | 60 | — | — | — | — | — | — |
| 2016 | 40 | AAA RAW | Pericos de Puebla | — | 87 | 78 | 23 | 2 | 0 | 2 | 6 | 9 | 1 | 0 | 0 | 295 | 353 | 397 | 750 | 103 | 313 | 10 | 7 | 332 | 60 | — | — | — | — | — | — |
| 2017 | 41 | AAA MLE | Acereros del Norte | — | 31 | 26 | 5 | 2 | 0 | 0 | 1 | 6 | 2 | 0 | 1 | 192 | 276 | 269 | 545 | 77 | 250 | 19 | 3 | 204 | 24 | — | — | — | — | — | — |
| 2017 | 41 | AAA RAW | Acereros del Norte | — | 31 | 26 | 5 | 2 | 0 | 0 | 1 | 5 | 2 | 0 | 1 | 192 | 276 | 269 | 545 | 77 | 238 | 16 | 3 | 240 | 24 | — | — | — | — | — | — |
| 2005 | 29 | AAA MLE | Olmecas de Tabasco | — | 342 | 311 | 89 | 9 | 0 | 1 | 26 | 32 | 2 | 2 | 6 | 286 | 351 | 325 | 676 | 39 | 309 | 9 | 8 | 304 | 92 | — | — | — | — | — | — |
| 2006 | 30 | AAA MLE | Olmecas de Tabasco | — | 381 | 346 | 88 | 16 | 0 | 2 | 29 | 40 | 3 | 5 | 4 | 254 | 317 | 318 | 635 | 64 | 279 | 10 | 8 | 285 | 79 | — | — | — | — | — | — |
| 2007 | 31 | AAA MLE | Olmecas de Tabasco | — | 448 | 422 | 127 | 21 | 2 | 4 | 21 | 37 | 2 | 4 | 5 | 301 | 351 | 389 | 740 | 88 | 318 | 8 | 5 | 317 | 101 | — | — | — | — | — | — |
| 2008 | 32 | AAA MLE | Olmecas de Tabasco | — | 422 | 403 | 108 | 15 | 4 | 1 | 14 | 44 | 2 | 0 | 5 | 268 | 305 | 333 | 638 | 65 | 294 | 10 | 3 | 275 | 72 | — | — | — | — | — | — |
| 2009 | 33 | AAA MLE | Olmecas de Tabasco | — | 354 | 334 | 81 | 12 | 0 | 1 | 16 | 34 | 1 | 0 | 3 | 243 | 288 | 287 | 576 | 45 | 264 | 10 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2010 | 34 | AAA MLE | 2 teams | — | 292 | 271 | 62 | 5 | 0 | 0 | 17 | 31 | 2 | 2 | 1 | 229 | 292 | 247 | 540 | 18 | 256 | 11 | 6 | 245 | 52 | — | — | — | — | — | — |
| 2011 | 35 | AAA MLE | 2 teams | — | 412 | 380 | 99 | 21 | 1 | 5 | 28 | 56 | 1 | 4 | 3 | 261 | 325 | 361 | 685 | 100 | 291 | 14 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2012 | 36 | AAA MLE | 2 teams | — | 504 | 467 | 99 | 15 | 2 | 5 | 28 | 59 | 4 | 2 | 3 | 212 | 268 | 285 | 553 | 73 | 227 | 12 | 6 | 236 | 46 | — | — | — | — | — | — |
| 2013 | 37 | AAA MLE | 2 teams | — | 368 | 341 | 73 | 11 | 0 | 1 | 21 | 46 | 3 | 1 | 2 | 214 | 274 | 255 | 529 | 41 | 244 | 12 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2014 | 38 | AAA MLE | 2 teams | — | 353 | 328 | 64 | 6 | 0 | 3 | 18 | 52 | 4 | 1 | 0 | 195 | 251 | 241 | 492 | 46 | 221 | 15 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2015 | 39 | AAA MLE | 2 teams | — | 275 | 257 | 55 | 4 | 0 | 4 | 12 | 31 | 4 | 1 | 0 | 214 | 271 | 276 | 547 | 62 | 224 | 11 | 4 | 237 | 47 | — | — | — | — | — | — |
| 2016 | 40 | AAA MLE | Pericos de Puebla | — | 87 | 82 | 20 | 2 | 0 | 1 | 4 | 12 | 1 | 0 | 0 | 244 | 294 | 305 | 599 | 61 | 262 | 14 | 5 | 257 | 60 | — | — | — | — | — | — |
| 2017 | 41 | AAA MLE | Acereros del Norte | — | 31 | 28 | 5 | 2 | 0 | 0 | 1 | 6 | 2 | 0 | 1 | 179 | 276 | 250 | 526 | 71 | 199 | 19 | 3 | 204 | 24 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 4269 | 3850 | 970 | 139 | 9 | 28 | 235 | 480 | 31 | 22 | 33 | 252 | 300 | 315 | 615 | 63 | 280 | 11 | 6 | 265 | 66 | -175 | -9 | +0 | +76 | +92 | -1.6 | |
| / 162G | — | MLE | — | 650 | 586 | 147 | 21 | 1 | 4 | 36 | 73 | 5 | 3 | 5 | 251 | 300 | 311 | 610 | 60 | 279 | 11 | 6 | 265 | 66 | -27 | -1 | +0 | +12 | +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.
2017 AAAAcereros del Norte · 31 PAwOBA .234 → .204 (−30)K% 16.1% → 19.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.13% | ÷0.996 | ×1.200 | — | — | 19.44% |
| BB% (unintentional) /PA | 3.23% | ÷0.985 | ×0.690 | — | ×0.940 | 2.12% |
| HBP% /PA | 6.45% | — | ×0.940 | — | ×0.940 | 5.70% |
| Singles /BIP | 14.29% | ÷1.025 | ×0.930 | — | ×0.940 | 12.18% |
| Doubles /BIP | 9.52% | ÷0.958 | ×0.830 | — | ×0.940 | 7.75% |
| Triples /BIP | 0.00% | ÷1.109 | ×0.920 | — | ×0.940 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.969 | ×0.700 | — | ×0.940 | 0.00% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 105, 2B 92, 3B 122, K 99, BB 97 — applied at half strength. Age: age 41 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (13.8 yr older than average).
Result: wOBA .234 → .204; ISO .077 → .067; BABIP .238 → .199. 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 AAAPericos de Puebla · 87 PAwOBA .323 → .257 (−66)K% 10.3% → 13.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.34% | ÷0.921 | ×1.200 | — | — | 13.48% |
| BB% (unintentional) /PA | 6.90% | ÷1.091 | ×0.690 | — | ×0.940 | 4.10% |
| HBP% /PA | 1.15% | — | ×0.940 | — | ×0.940 | 1.02% |
| Singles /BIP | 27.54% | ÷1.048 | ×0.930 | ×1.027 | ×0.940 | 23.59% |
| Doubles /BIP | 2.90% | ÷1.075 | ×0.830 | ×1.027 | ×0.940 | 2.16% |
| Triples /BIP | 0.00% | ÷1.008 | ×0.920 | ×1.027 | ×0.940 | 0.00% |
| Home runs /BIP | 2.90% | ÷1.024 | ×0.700 | — | ×0.940 | 1.86% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 105, 1B 110, 2B 115, 3B 102, K 84, BB 118 — applied at half strength. Age: age 40 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (12.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .323 → .257; ISO .103 → .070; BABIP .313 → .262. 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 AAAPericos de Puebla · 176 PAwOBA .295 → .237 (−58)K% 8.5% → 11.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.52% | ÷0.913 | ×1.200 | — | — | 11.20% |
| BB% (unintentional) /PA | 7.39% | ÷1.080 | ×0.690 | — | ×0.940 | 4.44% |
| HBP% /PA | 1.70% | — | ×0.940 | — | ×0.940 | 1.51% |
| Singles /BIP | 23.91% | ÷1.075 | ×0.930 | ×1.050 | ×0.940 | 20.41% |
| Doubles /BIP | 2.17% | ÷1.100 | ×0.830 | ×1.050 | ×0.940 | 1.62% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×1.050 | ×0.940 | 0.00% |
| Home runs /BIP | 2.90% | ÷1.062 | ×0.700 | — | ×0.940 | 1.80% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 112, 1B 115, 2B 120, 3B 130, K 83, BB 116 — applied at half strength. Age: age 39 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (11.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .295 → .237; ISO .098 → .067; BABIP .269 → .224. 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 AAAPericos de Puebla · 293 PAwOBA .273 → .219 (−54)K% 11.3% → 14.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.26% | ÷0.914 | ×1.200 | — | — | 14.79% |
| BB% (unintentional) /PA | 8.53% | ÷1.071 | ×0.690 | — | ×0.940 | 5.17% |
| HBP% /PA | 1.37% | — | ×0.940 | — | ×0.940 | 1.21% |
| Singles /BIP | 22.87% | ÷1.068 | ×0.930 | ×1.050 | ×0.940 | 19.65% |
| Doubles /BIP | 3.14% | ÷1.108 | ×0.830 | ×1.050 | ×0.940 | 2.32% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×1.050 | ×0.940 | 0.00% |
| Home runs /BIP | 1.35% | ÷0.957 | ×0.700 | — | ×0.940 | 0.92% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 91, 1B 114, 2B 122, 3B 130, K 83, BB 114 — 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 ×1.050.
Result: wOBA .273 → .219; ISO .062 → .046; BABIP .262 → .221. 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 AAAOlmecas de Tabasco · 276 PAwOBA .277 → .237 (−40)K% 10.1% → 12.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.14% | ÷0.972 | ×1.200 | — | — | 12.53% |
| BB% (unintentional) /PA | 9.06% | ÷1.050 | ×0.690 | — | ×0.940 | 5.59% |
| HBP% /PA | 1.09% | — | ×0.940 | — | ×0.940 | 0.96% |
| Singles /BIP | 23.19% | ÷1.034 | ×0.930 | ×1.050 | ×0.940 | 20.59% |
| Doubles /BIP | 4.83% | ÷1.040 | ×0.830 | ×1.050 | ×0.940 | 3.80% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.920 | ×1.050 | ×0.940 | 0.00% |
| Home runs /BIP | 0.48% | ÷0.875 | ×0.700 | — | ×0.940 | 0.36% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 75, 1B 107, 2B 108, 3B 80, K 94, BB 110 — 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 ×1.050.
Result: wOBA .277 → .237; ISO .055 → .047; BABIP .280 → .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 AAAOlmecas de Tabasco · 324 PAwOBA .279 → .236 (−43)K% 9.6% → 11.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.57% | ÷0.982 | ×1.200 | — | — | 11.70% |
| BB% (unintentional) /PA | 8.95% | ÷1.046 | ×0.690 | — | ×0.940 | 5.55% |
| HBP% /PA | 0.31% | — | ×0.940 | — | ×0.940 | 0.27% |
| Singles /BIP | 20.63% | ÷1.029 | ×0.930 | ×1.050 | ×0.940 | 18.41% |
| Doubles /BIP | 4.37% | ÷0.984 | ×0.830 | ×1.050 | ×0.940 | 3.63% |
| Triples /BIP | 0.40% | ÷0.952 | ×0.920 | ×1.050 | ×0.940 | 0.38% |
| Home runs /BIP | 1.59% | ÷0.933 | ×0.700 | — | ×0.940 | 1.12% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 87, 1B 106, 2B 97, 3B 90, K 96, BB 109 — 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 ×1.050.
Result: wOBA .279 → .236; ISO .088 → .073; BABIP .258 → .227. 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 AAAOlmecas de Tabasco · 357 PAwOBA .339 → .297 (−42)K% 10.9% → 13.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.92% | ÷0.974 | ×1.200 | — | — | 13.46% |
| BB% (unintentional) /PA | 10.64% | ÷1.032 | ×0.690 | — | ×0.940 | 6.69% |
| HBP% /PA | 0.28% | — | ×0.940 | — | ×0.940 | 0.25% |
| Singles /BIP | 24.52% | ÷1.019 | ×0.930 | ×1.050 | ×0.940 | 22.09% |
| Doubles /BIP | 7.66% | ÷0.991 | ×0.830 | ×1.050 | ×0.940 | 6.34% |
| Triples /BIP | 0.38% | ÷1.040 | ×0.920 | ×1.050 | ×0.940 | 0.33% |
| Home runs /BIP | 1.92% | ÷0.828 | ×0.700 | — | ×0.940 | 1.52% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 66, 1B 104, 2B 98, 3B 108, K 95, BB 106 — 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 ×1.050.
Result: wOBA .339 → .297; ISO .123 → .110; BABIP .331 → .291. 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 AAASultanes de Monterrey · 202 PAwOBA .266 → .245 (−21)K% 8.9% → 10.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.91% | ÷1.006 | ×1.200 | — | — | 10.63% |
| BB% (unintentional) /PA | 9.41% | ÷1.030 | ×0.690 | — | ×0.940 | 5.92% |
| HBP% /PA | 0.99% | — | ×0.940 | — | ×0.940 | 0.87% |
| Singles /BIP | 25.85% | ÷1.009 | ×0.930 | ×1.050 | ×0.940 | 23.51% |
| Doubles /BIP | 2.72% | ÷0.984 | ×0.830 | ×1.050 | ×0.940 | 2.27% |
| Triples /BIP | 0.00% | ÷1.137 | ×0.920 | ×1.050 | ×0.940 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.947 | ×0.700 | — | ×0.940 | 0.00% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 102, 2B 97, 3B 127, K 101, BB 106 — 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 ×1.050.
Result: wOBA .266 → .245; ISO .024 → .023; BABIP .284 → .256. 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 — .