Dean Anna
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 29 | AAA/INTL2 orgs | 491 | .258/.344/.329 | 2 | 4 | 62 | — | .222/.282/.285 |
| 2017 | 30 | AAAKC | 439 | .285/.364/.376 | 5 | 6 | 64 | — | .234/.290/.306 |
| 2018 | 31 | AAA/INTL2 orgs | 629 | .264/.359/.334 | 1 | 11 | 74 | — | .248/.326/.311 |
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) | |||||||||||||||||||||||||||||||
| 2008 | 21 | ROK | AZL Padres | — | 46 | 44 | 11 | 1 | 0 | 1 | 1 | 8 | 0 | 1 | 0 | 250 | 267 | 341 | 608 | 91 | 286 | 17 | 2 | 265 | 13 | — | — | — | — | — | — |
| 2009 | 22 | A | Fort Wayne TinCaps | — | 64 | 55 | 11 | 2 | 0 | 0 | 7 | 13 | 0 | 0 | 0 | 200 | 290 | 236 | 527 | 36 | 250 | 20 | 11 | 244 | 17 | — | — | — | — | — | — |
| 2010 | 23 | A | Fort Wayne TinCaps | — | 272 | 225 | 61 | 14 | 2 | 6 | 39 | 40 | 3 | 5 | 1 | 271 | 386 | 431 | 817 | 160 | 302 | 15 | 14 | 362 | 76 | — | — | — | — | — | — |
| 2011 | 24 | AA | San Antonio Missions | — | 247 | 198 | 50 | 18 | 1 | 2 | 41 | 19 | 3 | 3 | 0 | 253 | 387 | 384 | 771 | 131 | 268 | 8 | 17 | 348 | 74 | — | — | — | — | — | — |
| 2011 | 24 | A+ | Lake Elsinore Storm | — | 177 | 148 | 46 | 10 | 2 | 3 | 19 | 22 | 5 | 2 | 0 | 311 | 407 | 466 | 873 | 155 | 341 | 12 | 11 | 380 | 95 | — | — | — | — | — | — |
| 2012 | 25 | AA | San Antonio Missions | — | 510 | 425 | 115 | 16 | 3 | 10 | 66 | 76 | 11 | 6 | 4 | 271 | 382 | 393 | 775 | 122 | 303 | 15 | 13 | 349 | 85 | — | — | — | — | — | — |
| 2013 | 26 | AAA | Tucson Padres | — | 583 | 498 | 165 | 38 | 5 | 9 | 61 | 65 | 11 | 3 | 7 | 331 | 415 | 482 | 897 | 151 | 361 | 11 | 10 | 392 | 104 | — | — | — | — | — | — |
| 2013 | 26 | INTL | Estrellas de Oriente | — | 38 | 34 | 8 | 2 | 0 | 0 | 4 | 7 | 0 | 0 | 0 | 235 | 316 | 294 | 610 | 59 | 296 | 18 | 11 | 284 | 78 | — | — | — | — | — | — |
| 2014 | 27 | MLB | New York Yankees | — | 25 | 22 | 3 | 1 | 0 | 1 | 2 | 6 | 0 | 0 | 0 | 136 | 208 | 318 | 527 | 182 | 125 | 24 | 8 | 227 | 36 | -2 | +0 | +0 | +4 | +1 | 0.2 |
| 2014 | 27 | AAA | Indianapolis Indians | — | 241 | 198 | 41 | 8 | 3 | 2 | 33 | 25 | 4 | 1 | 1 | 207 | 332 | 308 | 640 | 101 | 222 | 10 | 14 | 293 | 52 | — | — | — | — | — | — |
| 2014 | 27 | INTL | Yaquis de Obregon | — | 78 | 59 | 19 | 4 | 0 | 0 | 15 | 12 | 4 | 0 | 1 | 322 | 487 | 390 | 877 | 68 | 404 | 15 | 19 | 412 | 165 | — | — | — | — | — | — |
| 2015 | 28 | AAA | Memphis Redbirds | — | 534 | 445 | 121 | 22 | 3 | 3 | 77 | 61 | 4 | 5 | 5 | 272 | 384 | 355 | 739 | 83 | 307 | 11 | 14 | 337 | 67 | — | — | — | — | — | — |
| 2015 | 28 | INTL | Yaquis de Obregon | — | 24 | 21 | 4 | 2 | 0 | 1 | 3 | 5 | 0 | 2 | 0 | 190 | 292 | 429 | 720 | 238 | 200 | 21 | 12 | 319 | 102 | — | — | — | — | — | — |
| 2016 | 29 | AAA | Memphis Redbirds | — | 383 | 334 | 89 | 17 | 1 | 2 | 42 | 55 | 0 | 4 | 3 | 266 | 348 | 341 | 690 | 75 | 309 | 14 | 11 | 312 | 57 | — | — | — | — | — | — |
| 2016 | 29 | INTL | Naranjeros de Hermosillo | — | 108 | 92 | 21 | 5 | 0 | 0 | 13 | 19 | 1 | 0 | 0 | 228 | 330 | 283 | 613 | 54 | 288 | 18 | 12 | 284 | 79 | — | — | — | — | — | — |
| 2017 | 30 | AAA | Omaha Storm Chasers | — | 439 | 386 | 110 | 14 | 3 | 5 | 43 | 51 | 5 | 6 | 4 | 285 | 364 | 376 | 740 | 91 | 318 | 12 | 10 | 334 | 64 | — | — | — | — | — | — |
| 2018 | 31 | AAA | Lehigh Valley IronPigs | — | 531 | 446 | 121 | 20 | 4 | 1 | 51 | 56 | 18 | 9 | 5 | 271 | 368 | 341 | 709 | 70 | 306 | 11 | 10 | 320 | 75 | — | — | — | — | — | — |
| 2018 | 31 | INTL | Leones del Escogido | — | 98 | 84 | 19 | 4 | 1 | 0 | 6 | 12 | 4 | 2 | 0 | 226 | 309 | 298 | 606 | 71 | 264 | 12 | 6 | 271 | 69 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 25 | 22 | 3 | 1 | 0 | 1 | 2 | 6 | 0 | 0 | 0 | 136 | 208 | 318 | 527 | 182 | 125 | 24 | 8 | 227 | 40 | -2 | +0 | +0 | +4 | +1 | 0.3 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2008 | 21 | ROK MLE | AZL Padres | — | 46 | 44 | 9 | 1 | 0 | 1 | 1 | 12 | 0 | 1 | 0 | 205 | 222 | 295 | 518 | 91 | 224 | 26 | 2 | 188 | 13 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | Fort Wayne TinCaps | — | 64 | 57 | 10 | 2 | 0 | 0 | 5 | 18 | 0 | 0 | 0 | 175 | 242 | 211 | 452 | 35 | 212 | 28 | 8 | 194 | 17 | — | — | — | — | — | — |
| 2010 | 23 | A MLE | Fort Wayne TinCaps | — | 272 | 238 | 50 | 10 | 2 | 5 | 26 | 57 | 3 | 5 | 1 | 210 | 296 | 332 | 628 | 122 | 247 | 21 | 10 | 280 | 76 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | San Antonio Missions | — | 247 | 216 | 46 | 16 | 1 | 2 | 24 | 24 | 3 | 3 | 0 | 213 | 300 | 324 | 624 | 111 | 223 | 10 | 10 | 278 | 74 | — | — | — | — | — | — |
| 2011 | 24 | A+ MLE | Lake Elsinore Storm | — | 177 | 155 | 39 | 8 | 1 | 3 | 12 | 32 | 5 | 2 | 0 | 252 | 326 | 374 | 700 | 123 | 282 | 18 | 7 | 309 | 95 | — | — | — | — | — | — |
| 2012 | 25 | AA MLE | San Antonio Missions | — | 510 | 449 | 107 | 15 | 3 | 9 | 42 | 92 | 11 | 6 | 4 | 238 | 319 | 345 | 664 | 107 | 269 | 18 | 8 | 294 | 85 | — | — | — | — | — | — |
| 2013 | 26 | AAA MLE | Tucson Padres | — | 583 | 519 | 143 | 32 | 4 | 8 | 41 | 90 | 11 | 3 | 7 | 276 | 342 | 399 | 740 | 123 | 305 | 15 | 7 | 322 | 104 | — | — | — | — | — | — |
| 2014 | 27 | MLB MLE | New York Yankees | — | 25 | 22 | 3 | 1 | 0 | 1 | 2 | 6 | 0 | 0 | 0 | 136 | 208 | 318 | 527 | 182 | 125 | 24 | 8 | 222 | 36 | -2 | +0 | +0 | +4 | +1 | 0.2 |
| 2014 | 27 | AAA MLE | Indianapolis Indians | — | 241 | 207 | 37 | 7 | 3 | 2 | 24 | 31 | 4 | 1 | 1 | 179 | 277 | 271 | 547 | 92 | 185 | 13 | 10 | 245 | 52 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Memphis Redbirds | — | 534 | 470 | 105 | 19 | 3 | 2 | 52 | 81 | 4 | 5 | 5 | 223 | 306 | 289 | 595 | 66 | 257 | 15 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Memphis Redbirds | — | 383 | 347 | 77 | 14 | 1 | 2 | 29 | 72 | 0 | 4 | 3 | 222 | 282 | 285 | 567 | 63 | 263 | 19 | 8 | 252 | 57 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Omaha Storm Chasers | — | 439 | 402 | 94 | 11 | 3 | 4 | 27 | 62 | 5 | 6 | 4 | 234 | 290 | 306 | 596 | 72 | 264 | 14 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2018 | 31 | AAA MLE | Lehigh Valley IronPigs | — | 531 | 463 | 115 | 18 | 4 | 1 | 35 | 70 | 18 | 9 | 5 | 248 | 326 | 311 | 637 | 63 | 276 | 13 | 7 | 279 | 75 | — | — | — | — | — | — |
| 2008 | 21 | ROK MLE | AZL Padres | — | 46 | 44 | 9 | 1 | 0 | 1 | 1 | 12 | 0 | 1 | 0 | 205 | 222 | 295 | 518 | 91 | 258 | 26 | 2 | 188 | 13 | — | — | — | — | — | — |
| 2008 | 21 | ROK RAW | AZL Padres | — | 46 | 44 | 11 | 1 | 0 | 1 | 1 | 8 | 0 | 1 | 0 | 250 | 267 | 341 | 608 | 91 | 286 | 17 | 2 | 265 | 13 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | Fort Wayne TinCaps | — | 64 | 57 | 10 | 2 | 0 | 0 | 5 | 18 | 0 | 0 | 0 | 175 | 242 | 211 | 452 | 35 | 244 | 28 | 8 | 194 | 17 | — | — | — | — | — | — |
| 2009 | 22 | A RAW | Fort Wayne TinCaps | — | 64 | 55 | 11 | 2 | 0 | 0 | 7 | 13 | 0 | 0 | 0 | 200 | 290 | 236 | 527 | 36 | 250 | 20 | 11 | 244 | 17 | — | — | — | — | — | — |
| 2010 | 23 | A MLE | Fort Wayne TinCaps | — | 272 | 238 | 50 | 10 | 2 | 5 | 26 | 57 | 3 | 5 | 1 | 210 | 296 | 332 | 628 | 122 | 251 | 21 | 10 | 280 | 76 | — | — | — | — | — | — |
| 2010 | 23 | A RAW | Fort Wayne TinCaps | — | 272 | 225 | 61 | 14 | 2 | 6 | 39 | 40 | 3 | 5 | 1 | 271 | 386 | 431 | 817 | 160 | 302 | 15 | 14 | 362 | 76 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | 2 teams | — | 424 | 371 | 86 | 24 | 3 | 5 | 36 | 56 | 8 | 5 | 0 | 232 | 313 | 353 | 666 | 121 | 257 | 13 | 8 | 291 | 83 | — | — | — | — | — | — |
| 2011 | 24 | AA RAW | 2 teams | — | 424 | 346 | 96 | 28 | 3 | 5 | 60 | 41 | 8 | 5 | 0 | 277 | 395 | 419 | 814 | 142 | 298 | 10 | 14 | 361 | 83 | — | — | — | — | — | — |
| 2012 | 25 | AA MLE | San Antonio Missions | — | 510 | 449 | 107 | 15 | 3 | 9 | 42 | 92 | 11 | 6 | 4 | 238 | 319 | 345 | 664 | 107 | 276 | 18 | 8 | 294 | 85 | — | — | — | — | — | — |
| 2012 | 25 | AA RAW | San Antonio Missions | — | 510 | 425 | 115 | 16 | 3 | 10 | 66 | 76 | 11 | 6 | 4 | 271 | 382 | 393 | 775 | 122 | 303 | 15 | 13 | 349 | 85 | — | — | — | — | — | — |
| 2013 | 26 | AAA MLE | 2 teams | — | 621 | 554 | 152 | 34 | 4 | 8 | 44 | 96 | 11 | 3 | 7 | 274 | 340 | 394 | 733 | 119 | 314 | 15 | 7 | 322 | 104 | — | — | — | — | — | — |
| 2013 | 26 | AAA RAW | 2 teams | — | 621 | 532 | 173 | 40 | 5 | 9 | 65 | 72 | 11 | 3 | 7 | 325 | 409 | 470 | 879 | 145 | 357 | 12 | 10 | 385 | 104 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | 3 teams | — | 344 | 296 | 51 | 11 | 3 | 4 | 33 | 48 | 8 | 1 | 2 | 172 | 273 | 270 | 543 | 98 | 188 | 14 | 10 | 243 | 50 | — | — | — | — | — | — |
| 2014 | 27 | AAA RAW | 3 teams | — | 344 | 279 | 63 | 13 | 3 | 3 | 50 | 43 | 8 | 1 | 2 | 226 | 359 | 326 | 685 | 100 | 251 | 12 | 15 | 315 | 50 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | 2 teams | — | 558 | 491 | 109 | 20 | 3 | 2 | 55 | 85 | 4 | 7 | 5 | 222 | 305 | 287 | 593 | 65 | 263 | 15 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2015 | 28 | AAA RAW | 2 teams | — | 558 | 466 | 125 | 24 | 3 | 4 | 80 | 66 | 4 | 7 | 5 | 268 | 380 | 358 | 738 | 90 | 303 | 12 | 14 | 337 | 67 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | 2 teams | — | 491 | 443 | 98 | 18 | 1 | 2 | 38 | 92 | 1 | 4 | 3 | 221 | 284 | 280 | 564 | 59 | 271 | 19 | 8 | 252 | 57 | — | — | — | — | — | — |
| 2016 | 29 | AAA RAW | 2 teams | — | 491 | 426 | 110 | 22 | 1 | 2 | 55 | 74 | 1 | 4 | 3 | 258 | 344 | 329 | 673 | 70 | 304 | 15 | 11 | 306 | 57 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Omaha Storm Chasers | — | 439 | 402 | 94 | 11 | 3 | 4 | 27 | 62 | 5 | 6 | 4 | 234 | 290 | 306 | 596 | 72 | 268 | 14 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2017 | 30 | AAA RAW | Omaha Storm Chasers | — | 439 | 386 | 110 | 14 | 3 | 5 | 43 | 51 | 5 | 6 | 4 | 285 | 364 | 376 | 740 | 91 | 318 | 12 | 10 | 334 | 64 | — | — | — | — | — | — |
| 2018 | 31 | AAA MLE | 2 teams | — | 629 | 547 | 136 | 21 | 5 | 1 | 41 | 83 | 22 | 11 | 5 | 249 | 326 | 311 | 637 | 62 | 290 | 13 | 7 | 279 | 75 | — | — | — | — | — | — |
| 2018 | 31 | AAA RAW | 2 teams | — | 629 | 530 | 140 | 24 | 5 | 1 | 57 | 68 | 22 | 11 | 5 | 264 | 359 | 334 | 693 | 70 | 300 | 11 | 9 | 312 | 75 | — | — | — | — | — | — |
| 2008 | 21 | ROK MLE | AZL Padres | — | 46 | 45 | 9 | 1 | 0 | 1 | 1 | 12 | 0 | 1 | 0 | 200 | 222 | 289 | 511 | 89 | 224 | 26 | 2 | 188 | 13 | — | — | — | — | — | — |
| 2009 | 22 | A MLE | Fort Wayne TinCaps | — | 64 | 59 | 10 | 2 | 0 | 0 | 5 | 18 | 0 | 0 | 0 | 169 | 242 | 203 | 445 | 34 | 212 | 28 | 8 | 194 | 17 | — | — | — | — | — | — |
| 2010 | 23 | A MLE | Fort Wayne TinCaps | — | 272 | 241 | 50 | 10 | 2 | 5 | 26 | 57 | 3 | 5 | 1 | 207 | 296 | 328 | 624 | 120 | 247 | 21 | 10 | 280 | 76 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | 2 teams | — | 424 | 377 | 86 | 24 | 3 | 5 | 36 | 56 | 8 | 5 | 0 | 228 | 313 | 347 | 661 | 119 | 248 | 13 | 8 | 291 | 83 | — | — | — | — | — | — |
| 2012 | 25 | AA MLE | San Antonio Missions | — | 510 | 452 | 107 | 15 | 3 | 9 | 42 | 92 | 11 | 6 | 4 | 237 | 319 | 343 | 662 | 106 | 269 | 18 | 8 | 294 | 85 | — | — | — | — | — | — |
| 2013 | 26 | AAA MLE | 2 teams | — | 621 | 561 | 152 | 34 | 4 | 8 | 44 | 96 | 11 | 3 | 7 | 271 | 340 | 389 | 728 | 118 | 305 | 15 | 7 | 322 | 104 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | 3 teams | — | 344 | 300 | 51 | 11 | 3 | 4 | 33 | 48 | 8 | 1 | 2 | 170 | 273 | 267 | 540 | 97 | 179 | 14 | 10 | 243 | 50 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | 2 teams | — | 558 | 494 | 109 | 20 | 3 | 2 | 55 | 85 | 4 | 7 | 5 | 221 | 305 | 285 | 591 | 65 | 257 | 15 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | 2 teams | — | 491 | 449 | 98 | 18 | 1 | 2 | 38 | 92 | 1 | 4 | 3 | 218 | 284 | 276 | 560 | 58 | 263 | 19 | 8 | 252 | 57 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Omaha Storm Chasers | — | 439 | 404 | 94 | 11 | 3 | 4 | 27 | 62 | 5 | 6 | 4 | 233 | 290 | 304 | 595 | 72 | 264 | 14 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2018 | 31 | AAA MLE | 2 teams | — | 629 | 561 | 136 | 21 | 5 | 1 | 41 | 83 | 22 | 11 | 5 | 242 | 326 | 303 | 629 | 61 | 276 | 13 | 7 | 279 | 75 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 25 | 22 | 3 | 1 | 0 | 1 | 2 | 6 | 0 | 0 | 0 | 136 | 208 | 318 | 527 | 182 | 125 | 24 | 8 | 227 | 74 | -2 | +0 | +0 | +4 | +1 | 0.3 | |
| / 162G | — | A+C | — | 650 | 572 | 78 | 26 | 0 | 26 | 52 | 156 | 0 | 0 | 0 | 136 | 208 | 318 | 527 | 182 | 125 | 24 | 8 | 227 | 74 | -47 | +0 | +1 | +96 | +14 | 6.6 | |
| Career | — | MLE | — | 4398 | 3892 | 902 | 167 | 27 | 41 | 348 | 701 | 73 | 49 | 31 | 232 | 307 | 320 | 627 | 88 | 270 | 16 | 8 | 277 | 74 | -2 | +0 | +0 | +4 | +1 | 0.3 | |
| / 162G | — | MLE | — | 650 | 575 | 134 | 25 | 4 | 6 | 51 | 104 | 11 | 7 | 5 | 233 | 307 | 322 | 629 | 89 | 272 | 16 | 8 | 277 | 74 | -47 | +0 | +1 | +96 | +14 | 6.6 | |
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.
2018 AAALehigh Valley IronPigs · 531 PAwOBA .313 → .279 (−33)K% 10.5% → 13.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.55% | ÷0.962 | ×1.200 | — | — | 13.15% |
| BB% (unintentional) /PA | 9.23% | ÷0.932 | ×0.690 | — | ×0.952 | 6.50% |
| HBP% /PA | 3.39% | — | ×0.940 | — | ×0.952 | 3.03% |
| Singles /BIP | 24.62% | ÷1.000 | ×0.930 | ×1.027 | ×0.952 | 22.38% |
| Doubles /BIP | 5.13% | ÷0.971 | ×0.830 | ×1.027 | ×0.952 | 4.28% |
| Triples /BIP | 1.03% | ÷0.900 | ×0.970 | ×1.027 | ×0.952 | 1.08% |
| Home runs /BIP | 0.26% | ÷0.954 | ×0.840 | — | ×0.952 | 0.21% |
Factors used: league row IL. Park (home-season share, regressed): HR 91, 1B 100, 2B 94, 3B 80, K 92, BB 86 — 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 ×1.027.
Result: wOBA .313 → .279; ISO .070 → .065; BABIP .306 → .276. 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).
2017 AAAOmaha Storm Chasers · 439 PAwOBA .325 → .263 (−63)K% 11.6% → 14.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.62% | ÷1.054 | ×1.290 | — | — | 14.21% |
| BB% (unintentional) /PA | 9.79% | ÷1.076 | ×0.710 | — | ×0.962 | 6.22% |
| HBP% /PA | 1.14% | — | ×0.980 | — | ×0.962 | 1.07% |
| Singles /BIP | 26.27% | ÷1.024 | ×0.900 | ×0.993 | ×0.962 | 22.07% |
| Doubles /BIP | 4.18% | ÷0.985 | ×0.810 | ×0.993 | ×0.962 | 3.28% |
| Triples /BIP | 0.90% | ÷0.914 | ×0.810 | ×0.993 | ×0.962 | 0.76% |
| Home runs /BIP | 1.49% | ÷0.956 | ×0.780 | — | ×0.962 | 1.17% |
Factors used: league row PCL. Park (home-season share, regressed): HR 91, 1B 105, 2B 97, 3B 83, K 111, BB 115 — 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 .325 → .263; ISO .091 → .074; BABIP .318 → .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 AAAMemphis Redbirds · 383 PAwOBA .308 → .252 (−56)K% 14.4% → 18.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.36% | ÷0.988 | ×1.290 | — | — | 18.75% |
| BB% (unintentional) /PA | 10.97% | ÷0.983 | ×0.710 | — | ×0.972 | 7.70% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.972 | 0.00% |
| Singles /BIP | 24.73% | ÷0.989 | ×0.900 | ×0.978 | ×0.972 | 21.39% |
| Doubles /BIP | 6.09% | ÷0.941 | ×0.810 | ×0.978 | ×0.972 | 4.99% |
| Triples /BIP | 0.36% | ÷0.951 | ×0.810 | ×0.978 | ×0.972 | 0.29% |
| Home runs /BIP | 0.72% | ÷0.931 | ×0.780 | — | ×0.972 | 0.58% |
Factors used: league row PCL. Park (home-season share, regressed): HR 86, 1B 98, 2B 88, 3B 90, K 98, BB 97 — 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 .308 → .252; ISO .075 → .062; BABIP .309 → .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).
2015 AAAMemphis Redbirds · 534 PAwOBA .331 → .267 (−64)K% 11.4% → 15.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.42% | ÷0.967 | ×1.290 | — | — | 15.23% |
| BB% (unintentional) /PA | 14.23% | ÷1.013 | ×0.710 | — | ×0.982 | 9.80% |
| HBP% /PA | 0.75% | — | ×0.980 | — | ×0.982 | 0.72% |
| Singles /BIP | 24.22% | ÷1.030 | ×0.900 | ×0.980 | ×0.982 | 20.37% |
| Doubles /BIP | 5.73% | ÷0.946 | ×0.810 | ×0.980 | ×0.982 | 4.73% |
| Triples /BIP | 0.78% | ÷0.900 | ×0.810 | ×0.980 | ×0.982 | 0.68% |
| Home runs /BIP | 0.78% | ÷1.224 | ×0.780 | — | ×0.982 | 0.49% |
Factors used: league row PCL. Park (home-season share, regressed): HR 145, 1B 106, 2B 89, 3B 80, K 93, BB 103 — 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 ×0.980.
Result: wOBA .331 → .267; ISO .083 → .067; BABIP .307 → .257. 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 AAAIndianapolis Indians · 241 PAwOBA .292 → .245 (−47)K% 10.4% → 12.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.37% | ÷0.968 | ×1.200 | — | — | 12.86% |
| BB% (unintentional) /PA | 13.69% | ÷0.944 | ×0.690 | — | ×0.992 | 9.93% |
| HBP% /PA | 1.66% | — | ×0.940 | — | ×0.992 | 1.55% |
| Singles /BIP | 16.18% | ÷1.068 | ×0.930 | ×0.964 | ×0.992 | 13.48% |
| Doubles /BIP | 4.62% | ÷0.932 | ×0.830 | ×0.964 | ×0.992 | 3.94% |
| Triples /BIP | 1.73% | ÷1.150 | ×0.970 | ×0.964 | ×0.992 | 1.40% |
| Home runs /BIP | 1.16% | ÷0.854 | ×0.840 | — | ×0.992 | 1.13% |
Factors used: league row IL. Park (home-season share, regressed): HR 71, 1B 114, 2B 86, 3B 130, K 94, BB 89 — 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 ×0.964.
Result: wOBA .292 → .245; ISO .101 → .093; BABIP .222 → .185. 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 AAATucson Padres · 583 PAwOBA .387 → .322 (−66)K% 11.1% → 15.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.15% | ÷0.933 | ×1.290 | — | — | 15.42% |
| BB% (unintentional) /PA | 10.46% | ÷1.045 | ×0.710 | — | ×1.003 | 7.13% |
| HBP% /PA | 1.89% | — | ×0.980 | — | ×1.003 | 1.85% |
| Singles /BIP | 26.10% | ÷1.023 | ×0.900 | ×0.977 | ×1.003 | 22.49% |
| Doubles /BIP | 8.78% | ÷0.963 | ×0.810 | ×0.977 | ×1.003 | 7.23% |
| Triples /BIP | 1.15% | ÷1.150 | ×0.810 | ×0.977 | ×1.003 | 0.80% |
| Home runs /BIP | 2.08% | ÷0.901 | ×0.780 | — | ×1.003 | 1.81% |
Factors used: league row PCL. Park (home-season share, regressed): HR 80, 1B 105, 2B 93, 3B 130, K 87, BB 109 — 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 ×0.977.
Result: wOBA .387 → .322; ISO .151 → .126; BABIP .361 → .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).
2012 AASan Antonio Missions · 510 PAwOBA .345 → .294 (−51)K% 14.9% → 18.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.90% | ÷1.006 | ×1.220 | — | — | 18.07% |
| BB% (unintentional) /PA | 12.75% | ÷1.067 | ×0.700 | — | ×0.988 | 8.26% |
| HBP% /PA | 2.16% | — | ×0.870 | — | ×0.988 | 1.85% |
| Singles /BIP | 24.64% | ÷1.018 | ×0.920 | ×0.994 | ×0.988 | 21.88% |
| Doubles /BIP | 4.58% | ÷0.946 | ×0.840 | ×0.994 | ×0.988 | 4.00% |
| Triples /BIP | 0.86% | ÷0.968 | ×0.940 | ×0.994 | ×0.988 | 0.82% |
| Home runs /BIP | 2.87% | ÷0.919 | ×0.800 | — | ×0.988 | 2.46% |
Factors used: league row TL. Park (home-season share, regressed): HR 84, 1B 104, 2B 89, 3B 94, K 101, BB 113 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.994.
Result: wOBA .345 → .294; ISO .122 → .112; BABIP .303 → .269. 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 AASan Antonio Missions · 247 PAwOBA .340 → .278 (−62)K% 7.7% → 9.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 7.69% | ÷0.950 | ×1.220 | — | — | 9.88% |
| BB% (unintentional) /PA | 15.79% | ÷1.128 | ×0.700 | — | ×0.998 | 9.78% |
| HBP% /PA | 1.21% | — | ×0.870 | — | ×0.998 | 1.05% |
| Singles /BIP | 16.20% | ÷1.069 | ×0.920 | ×0.987 | ×0.998 | 13.73% |
| Doubles /BIP | 10.06% | ÷1.037 | ×0.840 | ×0.987 | ×0.998 | 8.02% |
| Triples /BIP | 0.56% | ÷0.900 | ×0.940 | ×0.987 | ×0.998 | 0.57% |
| Home runs /BIP | 1.12% | ÷0.889 | ×0.800 | — | ×0.998 | 1.00% |
Factors used: league row TL. Park (home-season share, regressed): HR 78, 1B 114, 2B 107, 3B 80, K 90, BB 126 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.987.
Result: wOBA .340 → .278; ISO .131 → .121; BABIP .268 → .223. 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 — .