Juan Miranda
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 32 | AAA/INTL2 orgs | 470 | .314/.471/.489 | 15 | 2 | 114 | — | .248/.363/.362 |
| 2016 | 33 | AAA/INTL2 orgs | 255 | .263/.379/.427 | 7 | 2 | 69 | — | .211/.294/.329 |
| 2017 | 34 | AAABravos de Leon | 92 | .288/.429/.411 | 2 | 0 | 83 | — | .205/.319/.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.
| 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) | |||||||||||||||||||||||||||||||
| 2007 | 24 | AA | Trenton Thunder | — | 227 | 196 | 52 | 17 | 2 | 7 | 23 | 46 | 5 | 0 | 1 | 265 | 357 | 480 | 837 | 214 | 308 | 20 | 10 | 365 | 96 | — | — | — | — | — | — |
| 2007 | 24 | A+ | Tampa Yankees | — | 293 | 250 | 66 | 17 | 3 | 9 | 29 | 60 | 7 | 1 | 0 | 264 | 357 | 464 | 821 | 200 | 303 | 20 | 10 | 356 | 84 | — | — | — | — | — | — |
| 2008 | 25 | AAA | Scranton/Wilkes-Barre Yankees | — | 417 | 356 | 102 | 22 | 0 | 12 | 55 | 79 | 3 | 2 | 1 | 287 | 386 | 449 | 836 | 163 | 336 | 19 | 13 | 373 | 103 | — | — | — | — | — | — |
| 2009 | 26 | AAA | Scranton/Wilkes-Barre Yankees | — | 502 | 438 | 127 | 30 | 2 | 19 | 55 | 101 | 3 | 1 | 0 | 290 | 373 | 498 | 871 | 208 | 333 | 20 | 11 | 380 | 102 | — | — | — | — | — | — |
| 2010 | 27 | MLB | New York Yankees | — | 71 | 64 | 14 | 2 | 1 | 3 | 7 | 12 | 0 | 0 | 0 | 219 | 296 | 422 | 718 | 203 | 224 | 17 | 10 | 318 | 97 | -0 | +0 | -0 | -8 | +2 | -0.7 |
| 2010 | 27 | AAA | Scranton/Wilkes-Barre Yankees | — | 340 | 295 | 84 | 15 | 1 | 15 | 33 | 71 | 9 | 1 | 0 | 285 | 374 | 495 | 869 | 210 | 325 | 21 | 10 | 381 | 94 | — | — | — | — | — | — |
| 2010 | 27 | INTL | Tigres del Licey | — | 64 | 52 | 11 | 3 | 0 | 2 | 10 | 9 | 2 | 0 | 0 | 212 | 359 | 385 | 744 | 173 | 220 | 14 | 16 | 342 | 118 | — | — | — | — | — | — |
| 2011 | 28 | MLB | Arizona Diamondbacks | — | 202 | 174 | 37 | 8 | 2 | 7 | 23 | 48 | 3 | 0 | 1 | 213 | 315 | 402 | 717 | 190 | 252 | 24 | 11 | 319 | 94 | -2 | -0 | -4 | -7 | +4 | -0.8 |
| 2011 | 28 | AAA | Reno Aces | — | 126 | 105 | 24 | 4 | 1 | 5 | 20 | 36 | 1 | 0 | 1 | 229 | 357 | 429 | 786 | 200 | 297 | 29 | 16 | 353 | 49 | — | — | — | — | — | — |
| 2011 | 28 | INTL | Tigres del Licey | — | 57 | 53 | 7 | 2 | 0 | 1 | 2 | 16 | 2 | 0 | 0 | 132 | 193 | 226 | 419 | 94 | 167 | 28 | 4 | 195 | 18 | — | — | — | — | — | — |
| 2012 | 29 | AAA | Vaqueros de la Laguna | — | 265 | 221 | 58 | 13 | 0 | 6 | 37 | 53 | 6 | 1 | 0 | 262 | 383 | 403 | 785 | 140 | 319 | 20 | 14 | 357 | 67 | — | — | — | — | — | — |
| 2012 | 29 | INTL | Yaquis de Obregon | — | 79 | 61 | 15 | 6 | 0 | 0 | 15 | 12 | 0 | 0 | 0 | 246 | 395 | 344 | 739 | 98 | 288 | 15 | 19 | 333 | 112 | — | — | — | — | — | — |
| 2013 | 30 | AAA | Vaqueros de la Laguna | — | 460 | 357 | 131 | 15 | 1 | 26 | 86 | 76 | 12 | 2 | 1 | 367 | 503 | 633 | 1.136 | 266 | 404 | 17 | 19 | 488 | 148 | — | — | — | — | — | — |
| 2015 | 32 | AAA | Vaqueros de la Laguna | — | 427 | 327 | 103 | 17 | 0 | 13 | 77 | 70 | 20 | 2 | 1 | 315 | 472 | 486 | 958 | 171 | 364 | 16 | 18 | 429 | 107 | — | — | — | — | — | — |
| 2015 | 32 | INTL | Tigres del Licey | — | 43 | 33 | 10 | 1 | 0 | 2 | 8 | 13 | 2 | 0 | 0 | 303 | 465 | 515 | 980 | 212 | 444 | 30 | 19 | 438 | 183 | — | — | — | — | — | — |
| 2016 | 33 | AAA | Saraperos de Saltillo | — | 240 | 199 | 54 | 12 | 1 | 7 | 36 | 46 | 3 | 2 | 1 | 271 | 391 | 447 | 838 | 176 | 318 | 19 | 15 | 374 | 73 | — | — | — | — | — | — |
| 2016 | 33 | INTL | Navegantes del Magallanes | — | 15 | 14 | 2 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 143 | 200 | 143 | 343 | 154 | 7 | 7 | 167 | -1 | — | — | — | — | — | — | |
| 2017 | 34 | AAA | Bravos de Leon | — | 92 | 73 | 21 | 3 | 0 | 2 | 14 | 15 | 4 | 0 | 0 | 288 | 429 | 411 | 840 | 123 | 333 | 16 | 15 | 383 | 83 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 273 | 238 | 51 | 10 | 3 | 10 | 30 | 60 | 3 | 0 | 1 | 214 | 310 | 408 | 718 | 193 | 244 | 22 | 11 | 319 | 102 | +1 | -0 | -4 | -15 | +6 | -1.3 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2007 | 24 | AA MLE | Trenton Thunder | — | 227 | 204 | 49 | 15 | 2 | 6 | 15 | 56 | 5 | 0 | 1 | 240 | 308 | 422 | 730 | 181 | 285 | 25 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2007 | 24 | A+ MLE | Tampa Yankees | — | 293 | 260 | 56 | 15 | 2 | 8 | 19 | 85 | 7 | 1 | 0 | 215 | 287 | 381 | 667 | 165 | 268 | 29 | 6 | 293 | 84 | — | — | — | — | — | — |
| 2008 | 25 | AAA MLE | Scranton/Wilkes-Barre Yankees | — | 417 | 374 | 97 | 19 | 0 | 11 | 37 | 95 | 3 | 2 | 1 | 259 | 331 | 398 | 729 | 139 | 313 | 23 | 9 | 320 | 103 | — | — | — | — | — | — |
| 2009 | 26 | AAA MLE | Scranton/Wilkes-Barre Yankees | — | 502 | 456 | 114 | 25 | 2 | 16 | 37 | 121 | 3 | 1 | 0 | 250 | 310 | 419 | 729 | 169 | 297 | 24 | 7 | 319 | 102 | — | — | — | — | — | — |
| 2010 | 27 | MLB MLE | New York Yankees | — | 71 | 64 | 14 | 2 | 1 | 3 | 7 | 12 | 0 | 0 | 0 | 219 | 296 | 422 | 718 | 203 | 224 | 17 | 10 | 312 | 97 | -0 | +0 | -0 | -8 | +2 | -0.7 |
| 2010 | 27 | AAA MLE | Scranton/Wilkes-Barre Yankees | — | 340 | 308 | 73 | 12 | 1 | 12 | 20 | 88 | 9 | 1 | 0 | 237 | 303 | 399 | 702 | 162 | 283 | 26 | 6 | 307 | 94 | — | — | — | — | — | — |
| 2011 | 28 | MLB MLE | Arizona Diamondbacks | — | 202 | 175 | 36 | 7 | 2 | 7 | 22 | 48 | 3 | 0 | 1 | 206 | 305 | 389 | 694 | 183 | 252 | 24 | 11 | 307 | 94 | -2 | -0 | -4 | -7 | +4 | -0.8 |
| 2011 | 28 | AAA MLE | Reno Aces | — | 126 | 113 | 18 | 3 | 1 | 3 | 12 | 51 | 1 | 0 | 1 | 159 | 246 | 283 | 529 | 124 | 246 | 40 | 10 | 241 | 49 | — | — | — | — | — | — |
| 2012 | 29 | AAA MLE | Vaqueros de la Laguna | — | 265 | 233 | 46 | 9 | 0 | 4 | 25 | 69 | 6 | 1 | 0 | 197 | 292 | 288 | 579 | 90 | 260 | 26 | 9 | 267 | 67 | — | — | — | — | — | — |
| 2013 | 30 | AAA MLE | Vaqueros de la Laguna | — | 460 | 392 | 117 | 12 | 1 | 19 | 51 | 96 | 12 | 2 | 1 | 298 | 396 | 480 | 875 | 181 | 337 | 21 | 11 | 387 | 148 | — | — | — | — | — | — |
| 2015 | 32 | AAA MLE | Vaqueros de la Laguna | — | 427 | 359 | 89 | 14 | 0 | 9 | 45 | 88 | 20 | 2 | 1 | 248 | 363 | 362 | 725 | 114 | 295 | 21 | 11 | 327 | 107 | — | — | — | — | — | — |
| 2016 | 33 | AAA MLE | Saraperos de Saltillo | — | 240 | 213 | 45 | 8 | 1 | 5 | 22 | 58 | 3 | 2 | 1 | 211 | 294 | 329 | 623 | 117 | 258 | 24 | 9 | 276 | 73 | — | — | — | — | — | — |
| 2017 | 34 | AAA MLE | Bravos de Leon | — | 92 | 78 | 16 | 2 | 0 | 1 | 9 | 19 | 4 | 0 | 0 | 205 | 319 | 269 | 588 | 64 | 264 | 21 | 10 | 291 | 83 | — | — | — | — | — | — |
| 2007 | 24 | A+ MLE | 2 teams | — | 520 | 464 | 104 | 30 | 4 | 13 | 34 | 141 | 12 | 1 | 1 | 224 | 294 | 390 | 684 | 166 | 284 | 27 | 7 | 300 | 89 | — | — | — | — | — | — |
| 2007 | 24 | A+ RAW | 2 teams | — | 520 | 446 | 118 | 34 | 5 | 16 | 52 | 106 | 12 | 1 | 1 | 265 | 357 | 471 | 828 | 206 | 305 | 20 | 10 | 360 | 89 | — | — | — | — | — | — |
| 2008 | 25 | AAA MLE | Scranton/Wilkes-Barre Yankees | — | 417 | 374 | 97 | 19 | 0 | 11 | 37 | 95 | 3 | 2 | 1 | 259 | 331 | 398 | 729 | 139 | 317 | 23 | 9 | 320 | 103 | — | — | — | — | — | — |
| 2008 | 25 | AAA RAW | Scranton/Wilkes-Barre Yankees | — | 417 | 356 | 102 | 22 | 0 | 12 | 55 | 79 | 3 | 2 | 1 | 287 | 386 | 449 | 836 | 163 | 336 | 19 | 13 | 373 | 103 | — | — | — | — | — | — |
| 2009 | 26 | AAA MLE | Scranton/Wilkes-Barre Yankees | — | 502 | 456 | 114 | 25 | 2 | 16 | 37 | 121 | 3 | 1 | 0 | 250 | 310 | 419 | 729 | 169 | 302 | 24 | 7 | 319 | 102 | — | — | — | — | — | — |
| 2009 | 26 | AAA RAW | Scranton/Wilkes-Barre Yankees | — | 502 | 438 | 127 | 30 | 2 | 19 | 55 | 101 | 3 | 1 | 0 | 290 | 373 | 498 | 871 | 208 | 333 | 20 | 11 | 380 | 102 | — | — | — | — | — | — |
| 2010 | 27 | AAA MLE | 3 teams | — | 475 | 429 | 100 | 16 | 2 | 17 | 32 | 115 | 11 | 1 | 0 | 233 | 303 | 399 | 702 | 166 | 277 | 24 | 7 | 308 | 95 | — | — | — | — | — | — |
| 2010 | 27 | AAA RAW | 3 teams | — | 475 | 411 | 109 | 20 | 2 | 20 | 50 | 92 | 11 | 1 | 0 | 265 | 360 | 470 | 830 | 204 | 295 | 19 | 11 | 367 | 95 | — | — | — | — | — | — |
| 2011 | 28 | MLB MLE | 3 teams | — | 385 | 337 | 63 | 12 | 3 | 12 | 40 | 116 | 6 | 0 | 2 | 187 | 285 | 347 | 632 | 160 | 244 | 30 | 10 | 281 | 77 | -11 | -1 | -4 | -7 | +8 | -1.4 |
| 2011 | 28 | MLB RAW | 3 teams | — | 385 | 332 | 68 | 14 | 3 | 13 | 45 | 100 | 6 | 0 | 2 | 205 | 311 | 383 | 693 | 178 | 251 | 26 | 12 | 312 | 77 | -11 | -1 | -4 | -7 | +8 | -1.4 |
| 2012 | 29 | AAA MLE | 2 teams | — | 344 | 301 | 60 | 12 | 0 | 5 | 33 | 89 | 6 | 1 | 0 | 199 | 291 | 289 | 580 | 90 | 261 | 26 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2012 | 29 | AAA RAW | 2 teams | — | 344 | 282 | 73 | 19 | 0 | 6 | 52 | 65 | 6 | 1 | 0 | 259 | 385 | 390 | 775 | 131 | 312 | 19 | 15 | 352 | 67 | — | — | — | — | — | — |
| 2013 | 30 | AAA MLE | Vaqueros de la Laguna | — | 460 | 392 | 117 | 12 | 1 | 19 | 51 | 96 | 12 | 2 | 1 | 298 | 396 | 480 | 875 | 181 | 348 | 21 | 11 | 387 | 148 | — | — | — | — | — | — |
| 2013 | 30 | AAA RAW | Vaqueros de la Laguna | — | 460 | 357 | 131 | 15 | 1 | 26 | 86 | 76 | 12 | 2 | 1 | 367 | 503 | 633 | 1.136 | 266 | 404 | 17 | 19 | 488 | 148 | — | — | — | — | — | — |
| 2015 | 32 | AAA MLE | 2 teams | — | 470 | 396 | 98 | 15 | 0 | 10 | 49 | 97 | 22 | 2 | 1 | 247 | 362 | 361 | 723 | 114 | 301 | 21 | 10 | 327 | 107 | — | — | — | — | — | — |
| 2015 | 32 | AAA RAW | 2 teams | — | 470 | 360 | 113 | 18 | 0 | 15 | 85 | 83 | 22 | 2 | 1 | 314 | 471 | 489 | 960 | 175 | 370 | 18 | 18 | 430 | 107 | — | — | — | — | — | — |
| 2016 | 33 | AAA MLE | 2 teams | — | 255 | 227 | 48 | 9 | 1 | 5 | 23 | 62 | 3 | 2 | 1 | 211 | 292 | 326 | 618 | 115 | 265 | 24 | 9 | 276 | 73 | — | — | — | — | — | — |
| 2016 | 33 | AAA RAW | 2 teams | — | 255 | 213 | 56 | 12 | 1 | 7 | 37 | 47 | 3 | 2 | 1 | 263 | 379 | 427 | 807 | 164 | 304 | 18 | 15 | 362 | 73 | — | — | — | — | — | — |
| 2017 | 34 | AAA MLE | Bravos de Leon | — | 92 | 78 | 16 | 2 | 0 | 1 | 9 | 19 | 4 | 0 | 0 | 205 | 319 | 269 | 588 | 64 | 254 | 21 | 10 | 291 | 83 | — | — | — | — | — | — |
| 2017 | 34 | AAA RAW | Bravos de Leon | — | 92 | 73 | 21 | 3 | 0 | 2 | 14 | 15 | 4 | 0 | 0 | 288 | 429 | 411 | 840 | 123 | 333 | 16 | 15 | 383 | 83 | — | — | — | — | — | — |
| 2007 | 24 | A+ MLE | 2 teams | — | 520 | 469 | 104 | 30 | 4 | 13 | 34 | 141 | 12 | 1 | 1 | 222 | 294 | 386 | 680 | 164 | 275 | 27 | 7 | 300 | 89 | — | — | — | — | — | — |
| 2008 | 25 | AAA MLE | Scranton/Wilkes-Barre Yankees | — | 417 | 374 | 97 | 19 | 0 | 11 | 37 | 95 | 3 | 2 | 1 | 259 | 331 | 398 | 729 | 139 | 313 | 23 | 9 | 320 | 103 | — | — | — | — | — | — |
| 2009 | 26 | AAA MLE | Scranton/Wilkes-Barre Yankees | — | 502 | 457 | 114 | 25 | 2 | 16 | 37 | 121 | 3 | 1 | 0 | 249 | 310 | 418 | 728 | 168 | 297 | 24 | 7 | 319 | 102 | — | — | — | — | — | — |
| 2010 | 27 | AAA MLE | 3 teams | — | 475 | 429 | 100 | 16 | 2 | 17 | 32 | 115 | 11 | 1 | 0 | 233 | 303 | 399 | 702 | 166 | 273 | 24 | 7 | 308 | 95 | — | — | — | — | — | — |
| 2011 | 28 | MLB MLE | 3 teams | — | 385 | 336 | 63 | 12 | 3 | 12 | 40 | 116 | 6 | 0 | 2 | 188 | 285 | 348 | 633 | 161 | 250 | 30 | 10 | 281 | 77 | — | — | — | — | — | — |
| 2012 | 29 | AAA MLE | 2 teams | — | 344 | 302 | 60 | 12 | 0 | 5 | 33 | 89 | 6 | 1 | 0 | 199 | 291 | 288 | 579 | 89 | 260 | 26 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2013 | 30 | AAA MLE | Vaqueros de la Laguna | — | 460 | 394 | 117 | 12 | 1 | 19 | 51 | 96 | 12 | 2 | 1 | 297 | 396 | 477 | 873 | 180 | 337 | 21 | 11 | 387 | 148 | — | — | — | — | — | — |
| 2015 | 32 | AAA MLE | 2 teams | — | 470 | 396 | 98 | 15 | 0 | 10 | 49 | 97 | 22 | 2 | 1 | 247 | 362 | 361 | 723 | 114 | 295 | 21 | 10 | 327 | 107 | — | — | — | — | — | — |
| 2016 | 33 | AAA MLE | 2 teams | — | 255 | 227 | 48 | 9 | 1 | 5 | 23 | 62 | 3 | 2 | 1 | 211 | 292 | 326 | 618 | 115 | 258 | 24 | 9 | 276 | 73 | — | — | — | — | — | — |
| 2017 | 34 | AAA MLE | Bravos de Leon | — | 92 | 79 | 16 | 2 | 0 | 1 | 9 | 19 | 4 | 0 | 0 | 203 | 319 | 266 | 585 | 63 | 264 | 21 | 10 | 291 | 83 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 273 | 238 | 51 | 10 | 3 | 10 | 30 | 60 | 3 | 0 | 1 | 214 | 310 | 408 | 718 | 193 | 244 | 22 | 11 | 319 | 98 | +1 | -0 | -4 | -15 | +6 | -1.3 | |
| / 162G | — | A+C | — | 650 | 567 | 122 | 24 | 7 | 24 | 71 | 143 | 7 | 0 | 2 | 215 | 310 | 409 | 719 | 194 | 245 | 22 | 11 | 319 | 98 | +1 | -1 | -9 | -37 | +14 | -3.2 | |
| Career | — | MLE | — | 3920 | 3454 | 817 | 152 | 13 | 109 | 345 | 951 | 82 | 12 | 7 | 237 | 321 | 383 | 703 | 146 | 291 | 24 | 9 | 313 | 98 | +1 | -0 | -4 | -15 | +6 | -1.3 | |
| / 162G | — | MLE | — | 650 | 573 | 135 | 25 | 2 | 18 | 57 | 158 | 14 | 2 | 1 | 236 | 320 | 380 | 700 | 145 | 290 | 24 | 9 | 313 | 98 | +1 | -1 | -9 | -37 | +14 | -3.2 | |
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 AAABravos de Leon · 92 PAwOBA .378 → .291 (−86)K% 16.3% → 20.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.30% | ÷0.942 | ×1.200 | — | — | 20.77% |
| BB% (unintentional) /PA | 15.22% | ÷0.968 | ×0.690 | — | ×0.940 | 10.19% |
| HBP% /PA | 4.35% | — | ×0.940 | — | ×0.940 | 3.84% |
| Singles /BIP | 27.59% | ÷1.036 | ×0.930 | ×0.953 | ×0.940 | 22.18% |
| Doubles /BIP | 5.17% | ÷0.960 | ×0.830 | ×0.953 | ×0.940 | 4.01% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×0.953 | ×0.940 | 0.00% |
| Home runs /BIP | 3.45% | ÷0.981 | ×0.700 | — | ×0.940 | 2.31% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 96, 1B 107, 2B 92, 3B 130, K 88, BB 94 — 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 ×0.953.
Result: wOBA .378 → .291; ISO .123 → .090; BABIP .333 → .264. 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 AAASaraperos de Saltillo · 240 PAwOBA .366 → .276 (−90)K% 19.2% → 24.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.17% | ÷0.948 | ×1.200 | — | — | 24.25% |
| BB% (unintentional) /PA | 14.58% | ÷1.047 | ×0.690 | — | ×0.942 | 9.06% |
| HBP% /PA | 1.25% | — | ×0.940 | — | ×0.942 | 1.11% |
| Singles /BIP | 22.22% | ÷1.007 | ×0.930 | ×1.006 | ×0.942 | 19.44% |
| Doubles /BIP | 7.84% | ÷1.154 | ×0.830 | ×1.006 | ×0.942 | 5.35% |
| Triples /BIP | 0.65% | ÷1.059 | ×0.920 | ×1.006 | ×0.942 | 0.54% |
| Home runs /BIP | 4.58% | ÷0.966 | ×0.700 | — | ×0.942 | 3.12% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 93, 1B 101, 2B 131, 3B 112, K 90, BB 109 — 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 ×1.006.
Result: wOBA .366 → .276; ISO .176 → .125; BABIP .318 → .258. 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 AAAVaqueros de la Laguna · 427 PAwOBA .420 → .327 (−94)K% 16.4% → 20.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.39% | ÷0.955 | ×1.200 | — | — | 20.61% |
| BB% (unintentional) /PA | 17.33% | ÷1.084 | ×0.690 | — | ×0.952 | 10.51% |
| HBP% /PA | 4.68% | — | ×0.940 | — | ×0.952 | 4.19% |
| Singles /BIP | 28.40% | ÷1.049 | ×0.930 | ×0.995 | ×0.952 | 23.85% |
| Doubles /BIP | 6.61% | ÷1.046 | ×0.830 | ×0.995 | ×0.952 | 4.97% |
| Triples /BIP | 0.00% | ÷1.080 | ×0.920 | ×0.995 | ×0.952 | 0.00% |
| Home runs /BIP | 5.06% | ÷1.006 | ×0.700 | — | ×0.952 | 3.35% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 101, 1B 110, 2B 109, 3B 116, K 91, BB 117 — 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 ×0.995.
Result: wOBA .420 → .327; ISO .171 → .127; BABIP .364 → .295. 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 AAAVaqueros de la Laguna · 460 PAwOBA .475 → .387 (−89)K% 16.5% → 20.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.52% | ÷0.949 | ×1.200 | — | — | 20.90% |
| BB% (unintentional) /PA | 16.30% | ÷0.989 | ×0.690 | — | ×0.972 | 11.06% |
| HBP% /PA | 2.61% | — | ×0.940 | — | ×0.972 | 2.38% |
| Singles /BIP | 31.67% | ÷0.999 | ×0.930 | ×0.978 | ×0.972 | 28.03% |
| Doubles /BIP | 5.34% | ÷1.098 | ×0.830 | ×0.978 | ×0.972 | 3.84% |
| Triples /BIP | 0.36% | ÷1.150 | ×0.920 | ×0.978 | ×0.972 | 0.27% |
| Home runs /BIP | 9.25% | ÷0.991 | ×0.700 | — | ×0.972 | 6.35% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 98, 1B 100, 2B 120, 3B 130, K 90, BB 98 — 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 ×0.978.
Result: wOBA .475 → .387; ISO .266 → .198; BABIP .404 → .337. 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 AAAVaqueros de la Laguna · 265 PAwOBA .347 → .267 (−80)K% 20.0% → 25.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷0.925 | ×1.200 | — | — | 25.94% |
| BB% (unintentional) /PA | 13.21% | ÷0.942 | ×0.690 | — | ×0.982 | 9.50% |
| HBP% /PA | 2.26% | — | ×0.940 | — | ×0.982 | 2.09% |
| Singles /BIP | 23.21% | ÷1.081 | ×0.930 | ×1.009 | ×0.982 | 19.79% |
| Doubles /BIP | 7.74% | ÷1.114 | ×0.830 | ×1.009 | ×0.982 | 5.71% |
| Triples /BIP | 0.00% | ÷1.132 | ×0.920 | ×1.009 | ×0.982 | 0.00% |
| Home runs /BIP | 3.57% | ÷1.018 | ×0.700 | — | ×0.982 | 2.41% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 104, 1B 116, 2B 123, 3B 126, K 85, BB 88 — 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 ×1.009.
Result: wOBA .347 → .267; ISO .140 → .097; BABIP .319 → .260. 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 AAAReno Aces · 126 PAwOBA .342 → .241 (−101)K% 28.6% → 40.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.57% | ÷0.914 | ×1.290 | — | — | 40.31% |
| BB% (unintentional) /PA | 15.08% | ÷1.072 | ×0.710 | — | ×0.992 | 9.91% |
| HBP% /PA | 0.79% | — | ×0.980 | — | ×0.992 | 0.77% |
| Singles /BIP | 20.29% | ÷1.018 | ×0.900 | ×0.994 | ×0.992 | 17.68% |
| Doubles /BIP | 5.80% | ÷1.016 | ×0.810 | ×0.994 | ×0.992 | 4.56% |
| Triples /BIP | 1.45% | ÷1.150 | ×0.810 | ×0.994 | ×0.992 | 1.01% |
| Home runs /BIP | 7.25% | ÷1.034 | ×0.780 | — | ×0.992 | 5.42% |
Factors used: league row PCL. Park (home-season share, regressed): HR 107, 1B 104, 2B 103, 3B 130, K 83, BB 114 — 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 ×0.994.
Result: wOBA .342 → .241; ISO .200 → .134; BABIP .297 → .246. 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 AAAScranton/Wilkes-Barre Yankees · 340 PAwOBA .371 → .307 (−64)K% 20.9% → 25.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.88% | ÷0.970 | ×1.200 | — | — | 25.84% |
| BB% (unintentional) /PA | 8.53% | ÷0.983 | ×0.690 | — | ×1.003 | 6.01% |
| HBP% /PA | 2.65% | — | ×0.940 | — | ×1.003 | 2.50% |
| Singles /BIP | 23.66% | ÷1.003 | ×0.930 | ×0.979 | ×1.003 | 21.55% |
| Doubles /BIP | 6.70% | ÷1.036 | ×0.830 | ×0.979 | ×1.003 | 5.27% |
| Triples /BIP | 0.45% | ÷1.150 | ×0.970 | ×0.979 | ×1.003 | 0.37% |
| Home runs /BIP | 6.70% | ÷1.070 | ×0.840 | — | ×1.003 | 5.27% |
Factors used: league row IL. Park (home-season share, regressed): HR 114, 1B 101, 2B 107, 3B 130, K 94, BB 97 — 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 ×0.979.
Result: wOBA .371 → .307; ISO .210 → .165; BABIP .325 → .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).
2009 AAAScranton/Wilkes-Barre Yankees · 502 PAwOBA .373 → .319 (−54)K% 20.1% → 24.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.12% | ÷1.000 | ×1.200 | — | — | 24.14% |
| BB% (unintentional) /PA | 10.56% | ÷1.000 | ×0.690 | — | ×1.018 | 7.42% |
| HBP% /PA | 0.60% | — | ×0.940 | — | ×1.018 | 0.57% |
| Singles /BIP | 22.55% | ÷1.000 | ×0.930 | ×0.979 | ×1.018 | 20.90% |
| Doubles /BIP | 8.90% | ÷1.000 | ×0.830 | ×0.979 | ×1.018 | 7.36% |
| Triples /BIP | 0.59% | ÷1.000 | ×0.970 | ×0.979 | ×1.018 | 0.57% |
| Home runs /BIP | 5.64% | ÷1.000 | ×0.840 | — | ×1.018 | 4.82% |
Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.979.
Result: wOBA .373 → .319; ISO .208 → .179; BABIP .333 → .297. 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 — .