Ruben Agramon
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2014 | 29 | AAABroncos de Re… | 380 | .349/.406/.475 | 5 | 2 | 103 | — | .312/.351/.416 |
| 2015 | 30 | AAABroncos de Ta… | 322 | .267/.317/.309 | 1 | 4 | 50 | — | .247/.278/.280 |
| 2016 | 31 | AAABroncos de Re… | 257 | .243/.291/.306 | 1 | 0 | 40 | — | .217/.251/.271 |
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) | |||||||||||||||||||||||||||||||
| 2006 | 21 | AAA | Olmecas de Tabasco | — | 134 | 120 | 28 | 4 | 2 | 0 | 11 | 32 | 1 | 1 | 4 | 233 | 303 | 300 | 603 | 67 | 315 | 24 | 8 | 274 | 56 | — | — | — | — | — | — |
| 2007 | 22 | AAA | Olmecas de Tabasco | — | 114 | 107 | 32 | 5 | 2 | 0 | 2 | 25 | 1 | 1 | 4 | 299 | 318 | 383 | 701 | 84 | 386 | 22 | 2 | 302 | 74 | — | — | — | — | — | — |
| 2008 | 23 | AAA | Olmecas de Tabasco | — | 327 | 297 | 89 | 10 | 2 | 2 | 18 | 50 | 2 | 1 | 2 | 300 | 344 | 367 | 711 | 67 | 351 | 15 | 6 | 312 | 89 | — | — | — | — | — | — |
| 2009 | 24 | AAA | Olmecas de Tabasco | — | 385 | 339 | 96 | 14 | 1 | 3 | 34 | 52 | 3 | 6 | 9 | 283 | 354 | 357 | 711 | 74 | 322 | 14 | 9 | 318 | 89 | — | — | — | — | — | — |
| 2010 | 25 | AAA | Olmecas de Tabasco | — | 172 | 153 | 41 | 8 | 0 | 2 | 15 | 25 | 1 | 2 | 3 | 268 | 337 | 359 | 697 | 92 | 310 | 15 | 9 | 312 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA | Petroleros de Minatitlan | — | 225 | 198 | 61 | 11 | 2 | 3 | 20 | 46 | 1 | 4 | 1 | 308 | 374 | 429 | 804 | 121 | 382 | 20 | 9 | 351 | 87 | — | — | — | — | — | — |
| 2012 | 27 | AAA | Petroleros de Minatitlan | — | 492 | 437 | 130 | 26 | 8 | 6 | 36 | 84 | 4 | 6 | 3 | 297 | 356 | 435 | 791 | 137 | 354 | 17 | 7 | 342 | 86 | — | — | — | — | — | — |
| 2013 | 28 | AAA | Broncos de Reynosa | — | 181 | 162 | 35 | 1 | 2 | 0 | 13 | 33 | 2 | 0 | 3 | 216 | 282 | 247 | 529 | 31 | 271 | 18 | 7 | 243 | 32 | — | — | — | — | — | — |
| 2014 | 29 | AAA | Broncos de Reynosa | — | 380 | 335 | 117 | 21 | 3 | 5 | 29 | 50 | 3 | 2 | 4 | 349 | 406 | 475 | 881 | 125 | 397 | 13 | 8 | 380 | 103 | — | — | — | — | — | — |
| 2015 | 30 | AAA | Broncos de Tamaulipas | — | 322 | 288 | 77 | 9 | 0 | 1 | 18 | 64 | 3 | 4 | 3 | 267 | 317 | 309 | 626 | 42 | 336 | 20 | 6 | 277 | 50 | — | — | — | — | — | — |
| 2016 | 31 | AAA | Broncos de Reynosa | — | 257 | 235 | 57 | 10 | 1 | 1 | 14 | 60 | 2 | 0 | 2 | 243 | 291 | 306 | 597 | 64 | 316 | 23 | 5 | 267 | 40 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2006 | 21 | AAA MLE | Olmecas de Tabasco | — | 134 | 123 | 28 | 4 | 2 | 0 | 8 | 38 | 1 | 1 | 4 | 228 | 280 | 293 | 573 | 65 | 317 | 28 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2007 | 22 | AAA MLE | Olmecas de Tabasco | — | 114 | 108 | 30 | 4 | 2 | 0 | 1 | 30 | 1 | 1 | 4 | 278 | 291 | 352 | 643 | 74 | 370 | 26 | 1 | 278 | 74 | — | — | — | — | — | — |
| 2008 | 23 | AAA MLE | Olmecas de Tabasco | — | 327 | 302 | 91 | 9 | 2 | 2 | 13 | 60 | 2 | 1 | 2 | 301 | 334 | 364 | 699 | 63 | 354 | 18 | 4 | 300 | 89 | — | — | — | — | — | — |
| 2009 | 24 | AAA MLE | Olmecas de Tabasco | — | 385 | 350 | 98 | 13 | 1 | 2 | 23 | 62 | 3 | 6 | 9 | 280 | 330 | 340 | 670 | 60 | 323 | 16 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2010 | 25 | AAA MLE | Olmecas de Tabasco | — | 172 | 158 | 41 | 8 | 0 | 2 | 10 | 31 | 1 | 2 | 3 | 259 | 308 | 348 | 656 | 89 | 305 | 18 | 6 | 280 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA MLE | Petroleros de Minatitlan | — | 225 | 206 | 56 | 9 | 2 | 2 | 12 | 56 | 1 | 4 | 1 | 272 | 315 | 364 | 679 | 92 | 347 | 25 | 5 | 297 | 87 | — | — | — | — | — | — |
| 2012 | 27 | AAA MLE | Petroleros de Minatitlan | — | 492 | 448 | 121 | 21 | 8 | 4 | 25 | 101 | 4 | 6 | 3 | 270 | 314 | 379 | 694 | 109 | 325 | 21 | 5 | 295 | 86 | — | — | — | — | — | — |
| 2013 | 28 | AAA MLE | Broncos de Reynosa | — | 181 | 166 | 35 | 1 | 2 | 0 | 9 | 39 | 2 | 0 | 3 | 211 | 260 | 241 | 501 | 30 | 261 | 22 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Broncos de Reynosa | — | 380 | 346 | 108 | 18 | 3 | 4 | 18 | 59 | 3 | 2 | 4 | 312 | 351 | 416 | 768 | 104 | 345 | 16 | 5 | 321 | 103 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | Broncos de Tamaulipas | — | 322 | 296 | 73 | 7 | 0 | 1 | 10 | 78 | 3 | 4 | 3 | 247 | 278 | 280 | 559 | 34 | 312 | 24 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | Broncos de Reynosa | — | 257 | 240 | 52 | 8 | 1 | 1 | 9 | 70 | 2 | 0 | 2 | 217 | 251 | 271 | 522 | 54 | 287 | 27 | 4 | 228 | 40 | — | — | — | — | — | — |
| 2006 | 21 | AAA MLE | Olmecas de Tabasco | — | 134 | 123 | 28 | 4 | 2 | 0 | 8 | 38 | 1 | 1 | 4 | 228 | 280 | 293 | 573 | 65 | 326 | 28 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2006 | 21 | AAA RAW | Olmecas de Tabasco | — | 134 | 120 | 28 | 4 | 2 | 0 | 11 | 32 | 1 | 1 | 4 | 233 | 303 | 300 | 603 | 67 | 315 | 24 | 8 | 274 | 56 | — | — | — | — | — | — |
| 2007 | 22 | AAA MLE | Olmecas de Tabasco | — | 114 | 108 | 30 | 4 | 2 | 0 | 1 | 30 | 1 | 1 | 4 | 278 | 291 | 352 | 643 | 74 | 380 | 26 | 1 | 278 | 74 | — | — | — | — | — | — |
| 2007 | 22 | AAA RAW | Olmecas de Tabasco | — | 114 | 107 | 32 | 5 | 2 | 0 | 2 | 25 | 1 | 1 | 4 | 299 | 318 | 383 | 701 | 84 | 386 | 22 | 2 | 302 | 74 | — | — | — | — | — | — |
| 2008 | 23 | AAA MLE | Olmecas de Tabasco | — | 327 | 302 | 91 | 9 | 2 | 2 | 13 | 60 | 2 | 1 | 2 | 301 | 334 | 364 | 699 | 63 | 366 | 18 | 4 | 300 | 89 | — | — | — | — | — | — |
| 2008 | 23 | AAA RAW | Olmecas de Tabasco | — | 327 | 297 | 89 | 10 | 2 | 2 | 18 | 50 | 2 | 1 | 2 | 300 | 344 | 367 | 711 | 67 | 351 | 15 | 6 | 312 | 89 | — | — | — | — | — | — |
| 2009 | 24 | AAA MLE | Olmecas de Tabasco | — | 385 | 350 | 98 | 13 | 1 | 2 | 23 | 62 | 3 | 6 | 9 | 280 | 330 | 340 | 670 | 60 | 330 | 16 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2009 | 24 | AAA RAW | Olmecas de Tabasco | — | 385 | 339 | 96 | 14 | 1 | 3 | 34 | 52 | 3 | 6 | 9 | 283 | 354 | 357 | 711 | 74 | 322 | 14 | 9 | 318 | 89 | — | — | — | — | — | — |
| 2010 | 25 | AAA MLE | Olmecas de Tabasco | — | 172 | 158 | 41 | 8 | 0 | 2 | 10 | 31 | 1 | 2 | 3 | 259 | 308 | 348 | 656 | 89 | 312 | 18 | 6 | 280 | 76 | — | — | — | — | — | — |
| 2010 | 25 | AAA RAW | Olmecas de Tabasco | — | 172 | 153 | 41 | 8 | 0 | 2 | 15 | 25 | 1 | 2 | 3 | 268 | 337 | 359 | 697 | 92 | 310 | 15 | 9 | 312 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA MLE | Petroleros de Minatitlan | — | 225 | 206 | 56 | 9 | 2 | 2 | 12 | 56 | 1 | 4 | 1 | 272 | 315 | 364 | 679 | 92 | 358 | 25 | 5 | 297 | 87 | — | — | — | — | — | — |
| 2011 | 26 | AAA RAW | Petroleros de Minatitlan | — | 225 | 198 | 61 | 11 | 2 | 3 | 20 | 46 | 1 | 4 | 1 | 308 | 374 | 429 | 804 | 121 | 382 | 20 | 9 | 351 | 87 | — | — | — | — | — | — |
| 2012 | 27 | AAA MLE | Petroleros de Minatitlan | — | 492 | 448 | 121 | 21 | 8 | 4 | 25 | 101 | 4 | 6 | 3 | 270 | 314 | 379 | 694 | 109 | 338 | 21 | 5 | 295 | 86 | — | — | — | — | — | — |
| 2012 | 27 | AAA RAW | Petroleros de Minatitlan | — | 492 | 437 | 130 | 26 | 8 | 6 | 36 | 84 | 4 | 6 | 3 | 297 | 356 | 435 | 791 | 137 | 354 | 17 | 7 | 342 | 86 | — | — | — | — | — | — |
| 2013 | 28 | AAA MLE | Broncos de Reynosa | — | 181 | 166 | 35 | 1 | 2 | 0 | 9 | 39 | 2 | 0 | 3 | 211 | 260 | 241 | 501 | 30 | 276 | 22 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2013 | 28 | AAA RAW | Broncos de Reynosa | — | 181 | 162 | 35 | 1 | 2 | 0 | 13 | 33 | 2 | 0 | 3 | 216 | 282 | 247 | 529 | 31 | 271 | 18 | 7 | 243 | 32 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Broncos de Reynosa | — | 380 | 346 | 108 | 18 | 3 | 4 | 18 | 59 | 3 | 2 | 4 | 312 | 351 | 416 | 768 | 104 | 365 | 16 | 5 | 321 | 103 | — | — | — | — | — | — |
| 2014 | 29 | AAA RAW | Broncos de Reynosa | — | 380 | 335 | 117 | 21 | 3 | 5 | 29 | 50 | 3 | 2 | 4 | 349 | 406 | 475 | 881 | 125 | 397 | 13 | 8 | 380 | 103 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | Broncos de Tamaulipas | — | 322 | 296 | 73 | 7 | 0 | 1 | 10 | 78 | 3 | 4 | 3 | 247 | 278 | 280 | 559 | 34 | 327 | 24 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2015 | 30 | AAA RAW | Broncos de Tamaulipas | — | 322 | 288 | 77 | 9 | 0 | 1 | 18 | 64 | 3 | 4 | 3 | 267 | 317 | 309 | 626 | 42 | 336 | 20 | 6 | 277 | 50 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | Broncos de Reynosa | — | 257 | 240 | 52 | 8 | 1 | 1 | 9 | 70 | 2 | 0 | 2 | 217 | 251 | 271 | 522 | 54 | 297 | 27 | 4 | 228 | 40 | — | — | — | — | — | — |
| 2016 | 31 | AAA RAW | Broncos de Reynosa | — | 257 | 235 | 57 | 10 | 1 | 1 | 14 | 60 | 2 | 0 | 2 | 243 | 291 | 306 | 597 | 64 | 316 | 23 | 5 | 267 | 40 | — | — | — | — | — | — |
| 2006 | 21 | AAA MLE | Olmecas de Tabasco | — | 134 | 124 | 28 | 4 | 2 | 0 | 8 | 38 | 1 | 1 | 4 | 226 | 280 | 290 | 571 | 65 | 317 | 28 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2007 | 22 | AAA MLE | Olmecas de Tabasco | — | 114 | 111 | 30 | 4 | 2 | 0 | 1 | 30 | 1 | 1 | 4 | 270 | 291 | 342 | 633 | 72 | 370 | 26 | 1 | 278 | 74 | — | — | — | — | — | — |
| 2008 | 23 | AAA MLE | Olmecas de Tabasco | — | 327 | 309 | 91 | 9 | 2 | 2 | 13 | 60 | 2 | 1 | 2 | 294 | 334 | 356 | 690 | 61 | 354 | 18 | 4 | 300 | 89 | — | — | — | — | — | — |
| 2009 | 24 | AAA MLE | Olmecas de Tabasco | — | 385 | 356 | 98 | 13 | 1 | 2 | 23 | 62 | 3 | 6 | 9 | 275 | 330 | 334 | 664 | 59 | 323 | 16 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2010 | 25 | AAA MLE | Olmecas de Tabasco | — | 172 | 159 | 41 | 8 | 0 | 2 | 10 | 31 | 1 | 2 | 3 | 258 | 308 | 346 | 654 | 88 | 305 | 18 | 6 | 280 | 76 | — | — | — | — | — | — |
| 2011 | 26 | AAA MLE | Petroleros de Minatitlan | — | 225 | 210 | 56 | 9 | 2 | 2 | 12 | 56 | 1 | 4 | 1 | 267 | 315 | 357 | 672 | 90 | 347 | 25 | 5 | 297 | 87 | — | — | — | — | — | — |
| 2012 | 27 | AAA MLE | Petroleros de Minatitlan | — | 492 | 460 | 121 | 21 | 8 | 4 | 25 | 101 | 4 | 6 | 3 | 263 | 314 | 370 | 684 | 107 | 325 | 21 | 5 | 295 | 86 | — | — | — | — | — | — |
| 2013 | 28 | AAA MLE | Broncos de Reynosa | — | 181 | 168 | 35 | 1 | 2 | 0 | 9 | 39 | 2 | 0 | 3 | 208 | 260 | 238 | 498 | 30 | 261 | 22 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Broncos de Reynosa | — | 380 | 356 | 108 | 18 | 3 | 4 | 18 | 59 | 3 | 2 | 4 | 303 | 351 | 404 | 756 | 101 | 345 | 16 | 5 | 321 | 103 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | Broncos de Tamaulipas | — | 322 | 306 | 73 | 7 | 0 | 1 | 10 | 78 | 3 | 4 | 3 | 239 | 278 | 271 | 550 | 33 | 312 | 24 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | Broncos de Reynosa | — | 257 | 244 | 52 | 8 | 1 | 1 | 9 | 70 | 2 | 0 | 2 | 213 | 251 | 266 | 517 | 53 | 287 | 27 | 4 | 228 | 40 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 2989 | 2743 | 733 | 102 | 23 | 18 | 138 | 624 | 23 | 27 | 38 | 267 | 308 | 341 | 649 | 74 | 336 | 21 | 5 | 280 | 76 | -87 | -10 | +0 | -32 | +65 | -6.5 | |
| / 162G | — | MLE | — | 650 | 597 | 159 | 22 | 5 | 4 | 30 | 136 | 5 | 6 | 8 | 266 | 307 | 340 | 647 | 74 | 335 | 21 | 5 | 280 | 76 | -19 | -2 | +0 | -7 | +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 AAABroncos de Reynosa · 257 PAwOBA .261 → .228 (−33)K% 23.3% → 27.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.35% | ÷1.022 | ×1.200 | — | — | 27.42% |
| BB% (unintentional) /PA | 5.06% | ÷0.970 | ×0.690 | — | ×0.962 | 3.46% |
| HBP% /PA | 0.78% | — | ×0.940 | — | ×0.962 | 0.70% |
| Singles /BIP | 25.71% | ÷1.014 | ×0.930 | ×1.050 | ×0.962 | 23.83% |
| Doubles /BIP | 5.71% | ÷1.030 | ×0.830 | ×1.050 | ×0.962 | 4.65% |
| Triples /BIP | 0.57% | ÷0.900 | ×0.920 | ×1.050 | ×0.962 | 0.59% |
| Home runs /BIP | 0.57% | ÷0.874 | ×0.700 | — | ×0.962 | 0.44% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 75, 1B 103, 2B 106, 3B 80, K 104, BB 94 — 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 ×1.050.
Result: wOBA .261 → .228; ISO .064 → .054; BABIP .316 → .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).
2015 AAABroncos de Tamaulipas · 322 PAwOBA .271 → .242 (−28)K% 19.9% → 24.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.88% | ÷0.980 | ×1.200 | — | — | 24.35% |
| BB% (unintentional) /PA | 5.28% | ÷1.122 | ×0.690 | — | ×0.972 | 3.16% |
| HBP% /PA | 0.93% | — | ×0.940 | — | ×0.972 | 0.85% |
| Singles /BIP | 29.91% | ÷1.000 | ×0.930 | ×1.050 | ×0.972 | 28.38% |
| Doubles /BIP | 4.02% | ÷1.108 | ×0.830 | ×1.050 | ×0.972 | 3.07% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×1.050 | ×0.972 | 0.00% |
| Home runs /BIP | 0.45% | ÷0.851 | ×0.700 | — | ×0.972 | 0.36% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 70, 1B 100, 2B 122, 3B 130, K 96, BB 124 — 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 ×1.050.
Result: wOBA .271 → .242; ISO .042 → .033; BABIP .336 → .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).
2014 AAABroncos de Reynosa · 380 PAwOBA .371 → .321 (−50)K% 13.2% → 15.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.16% | ÷1.016 | ×1.200 | — | — | 15.53% |
| BB% (unintentional) /PA | 7.37% | ÷1.048 | ×0.690 | — | ×0.982 | 4.76% |
| HBP% /PA | 0.79% | — | ×0.940 | — | ×0.982 | 0.73% |
| Singles /BIP | 30.88% | ÷1.065 | ×0.930 | ×1.039 | ×0.982 | 27.51% |
| Doubles /BIP | 7.37% | ÷1.061 | ×0.830 | ×1.039 | ×0.982 | 5.88% |
| Triples /BIP | 1.05% | ÷1.150 | ×0.920 | ×1.039 | ×0.982 | 0.86% |
| Home runs /BIP | 1.75% | ÷0.912 | ×0.700 | — | ×0.982 | 1.32% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 82, 1B 113, 2B 112, 3B 130, K 103, BB 110 — 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 ×1.039.
Result: wOBA .371 → .321; ISO .125 → .104; BABIP .397 → .345. 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 AAABroncos de Reynosa · 181 PAwOBA .237 → .215 (−23)K% 18.2% → 21.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.23% | ÷1.012 | ×1.200 | — | — | 21.62% |
| BB% (unintentional) /PA | 7.18% | ÷1.031 | ×0.690 | — | ×0.992 | 4.77% |
| HBP% /PA | 1.10% | — | ×0.940 | — | ×0.992 | 1.03% |
| Singles /BIP | 24.81% | ÷0.994 | ×0.930 | ×1.050 | ×0.992 | 24.18% |
| Doubles /BIP | 0.78% | ÷1.155 | ×0.830 | ×1.050 | ×0.992 | 0.58% |
| Triples /BIP | 1.55% | ÷1.150 | ×0.920 | ×1.050 | ×0.992 | 1.29% |
| Home runs /BIP | 0.00% | ÷0.932 | ×0.700 | — | ×0.992 | 0.00% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 99, 2B 131, 3B 130, K 102, BB 106 — 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 .237 → .215; ISO .031 → .026; BABIP .271 → .261. 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 AAAPetroleros de Minatitlan · 492 PAwOBA .334 → .295 (−39)K% 17.1% → 20.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.07% | ÷0.994 | ×1.200 | — | — | 20.62% |
| BB% (unintentional) /PA | 7.11% | ÷0.974 | ×0.690 | — | ×1.003 | 5.05% |
| HBP% /PA | 0.81% | — | ×0.940 | — | ×1.003 | 0.77% |
| Singles /BIP | 25.50% | ÷1.021 | ×0.930 | ×1.050 | ×1.003 | 24.45% |
| Doubles /BIP | 7.37% | ÷1.117 | ×0.830 | ×1.050 | ×1.003 | 5.76% |
| Triples /BIP | 2.27% | ÷0.991 | ×0.920 | ×1.050 | ×1.003 | 2.21% |
| Home runs /BIP | 1.70% | ÷1.110 | ×0.700 | — | ×1.003 | 1.08% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 122, 1B 104, 2B 123, 3B 98, K 99, BB 95 — 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 ×1.050.
Result: wOBA .334 → .295; ISO .137 → .111; BABIP .354 → .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).
2011 AAAPetroleros de Minatitlan · 225 PAwOBA .345 → .297 (−48)K% 20.4% → 25.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.44% | ÷0.980 | ×1.200 | — | — | 25.03% |
| BB% (unintentional) /PA | 8.44% | ÷1.107 | ×0.690 | — | ×1.018 | 5.36% |
| HBP% /PA | 0.44% | — | ×0.940 | — | ×1.018 | 0.43% |
| Singles /BIP | 29.61% | ÷1.059 | ×0.930 | ×1.050 | ×1.018 | 27.78% |
| Doubles /BIP | 7.24% | ÷1.085 | ×0.830 | ×1.050 | ×1.018 | 5.92% |
| Triples /BIP | 1.32% | ÷1.150 | ×0.920 | ×1.050 | ×1.018 | 1.13% |
| Home runs /BIP | 1.97% | ÷0.988 | ×0.700 | — | ×1.018 | 1.42% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 98, 1B 112, 2B 117, 3B 130, K 96, BB 121 — 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 ×1.050.
Result: wOBA .345 → .297; ISO .121 → .098; BABIP .382 → .347. 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 AAAOlmecas de Tabasco · 172 PAwOBA .304 → .280 (−24)K% 14.5% → 18.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.53% | ÷0.965 | ×1.200 | — | — | 18.07% |
| BB% (unintentional) /PA | 8.72% | ÷1.077 | ×0.690 | — | ×1.033 | 5.77% |
| HBP% /PA | 0.58% | — | ×0.940 | — | ×1.033 | 0.56% |
| Singles /BIP | 24.22% | ÷1.015 | ×0.930 | ×1.050 | ×1.033 | 24.06% |
| Doubles /BIP | 6.25% | ÷0.927 | ×0.830 | ×1.050 | ×1.033 | 6.07% |
| Triples /BIP | 0.00% | ÷1.022 | ×0.920 | ×1.050 | ×1.033 | 0.00% |
| Home runs /BIP | 1.56% | ÷0.904 | ×0.700 | — | ×1.033 | 1.25% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 81, 1B 103, 2B 85, 3B 104, K 93, BB 115 — 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 ×1.050.
Result: wOBA .304 → .280; ISO .092 → .083; BABIP .310 → .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).
2009 AAAOlmecas de Tabasco · 385 PAwOBA .312 → .300 (−12)K% 13.5% → 16.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.51% | ÷1.000 | ×1.200 | — | — | 16.21% |
| BB% (unintentional) /PA | 8.31% | ÷1.000 | ×0.690 | — | ×1.048 | 6.01% |
| HBP% /PA | 0.78% | — | ×0.940 | — | ×1.048 | 0.77% |
| Singles /BIP | 27.18% | ÷1.000 | ×0.930 | ×1.050 | ×1.048 | 27.81% |
| Doubles /BIP | 4.88% | ÷1.000 | ×0.830 | ×1.050 | ×1.048 | 4.46% |
| Triples /BIP | 0.35% | ÷1.000 | ×0.920 | ×1.050 | ×1.048 | 0.35% |
| Home runs /BIP | 1.05% | ÷1.000 | ×0.700 | — | ×1.048 | 0.77% |
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 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .312 → .300; ISO .074 → .065; BABIP .322 → .323. 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).