Jeff Bianchi
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2014 | 27 | AAAMIL | 105 | .276/.317/.418 | 3 | 2 | 63 | — | .240/.269/.370 | |
| 2014 | 27 | MLBMIL | 74 | .171/.205/.186 | 0 | 0 | 9 | -0.5 | ||
| 2015 | 28 | AAAPawtucket Red… | 146 | .262/.329/.315 | 0 | 4 | 62 | — | .246/.294/.299 | |
| 2016 | 29 | AAACOL | 243 | .245/.315/.306 | 2 | 1 | 32 | — | .196/.239/.227 | |
| 2017 | 30 | No MLB games played | ||||||||
| 2018 | 31 | No MLB games played | ||||||||
| 2019 | 32 | No MLB games played | ||||||||
| 2020 | 33 | No MLB games played | ||||||||
| 2021 | 34 | No MLB games played | ||||||||
| 2022 | 35 | No MLB games played | ||||||||
| 2023 | 36 | No MLB games played | ||||||||
| 2024 | 37 | No MLB games played | ||||||||
| 2025 | 38 | No MLB games played | ||||||||
| 2026 | 39 | No MLB games played | ||||||||
Career Stats + Projections
Methodology▸ how these numbers are built
All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.
| Year | Age | Lvl | Team | MLB% | PA | AB | H | 2B | 3B | HR | BB | SO | HBP | SB | CS | AVG | OBP | SLG | OPS | ISO | BABIP | K% | BB% | wOBA | wRC+ | BAT | RUN | FLD | POS | REP | WAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ▸ Career — actual stats, one row per stint (as recorded, no adjustments) | |||||||||||||||||||||||||||||||
| 2005 | 18 | ROK | AZL Royals | — | 122 | 98 | 40 | 7 | 4 | 6 | 16 | 22 | 3 | 5 | 2 | 408 | 504 | 745 | 1.249 | 337 | 453 | 18 | 13 | 509 | 147 | — | — | — | — | — | — |
| 2006 | 19 | ROK | AZL Royals | — | 54 | 42 | 18 | 4 | 0 | 2 | 9 | 3 | 2 | 1 | 1 | 429 | 547 | 667 | 1.214 | 238 | 421 | 6 | 17 | 517 | 162 | — | — | — | — | — | — |
| 2007 | 20 | A | Burlington Bees | — | 403 | 368 | 91 | 19 | 0 | 2 | 25 | 72 | 3 | 15 | 4 | 247 | 301 | 315 | 616 | 68 | 297 | 18 | 6 | 277 | 42 | — | — | — | — | — | — |
| 2008 | 21 | A+ | Wilmington Blue Rocks | — | 431 | 396 | 101 | 34 | 5 | 10 | 20 | 95 | 3 | 13 | 4 | 255 | 296 | 442 | 738 | 187 | 304 | 22 | 5 | 315 | 61 | — | — | — | — | — | — |
| 2009 | 22 | AA | Northwest Arkansas Naturals | — | 297 | 270 | 85 | 17 | 1 | 5 | 19 | 58 | 1 | 10 | 4 | 315 | 362 | 441 | 803 | 126 | 377 | 20 | 6 | 350 | 95 | — | — | — | — | — | — |
| 2009 | 22 | A+ | Wilmington Blue Rocks | — | 245 | 220 | 66 | 12 | 2 | 4 | 20 | 47 | 1 | 12 | 2 | 300 | 361 | 427 | 788 | 127 | 365 | 19 | 8 | 347 | 80 | — | — | — | — | — | — |
| 2011 | 24 | AA | Northwest Arkansas Naturals | — | 499 | 444 | 115 | 23 | 2 | 2 | 39 | 85 | 3 | 20 | 5 | 259 | 323 | 333 | 656 | 74 | 313 | 17 | 8 | 293 | 47 | — | — | — | — | — | — |
| 2012 | 25 | MLB | Milwaukee Brewers | — | 76 | 69 | 13 | 2 | 0 | 3 | 4 | 13 | 0 | 0 | 0 | 188 | 233 | 348 | 581 | 159 | 185 | 17 | 5 | 248 | 53 | -4 | +0 | +1 | +5 | +2 | 0.3 |
| 2012 | 25 | AAA | Nashville Sounds | — | 278 | 249 | 79 | 13 | 1 | 5 | 22 | 48 | 1 | 11 | 5 | 317 | 375 | 438 | 813 | 120 | 376 | 17 | 8 | 356 | 88 | — | — | — | — | — | — |
| 2012 | 25 | AA | Huntsville Stars | — | 85 | 77 | 27 | 4 | 0 | 0 | 6 | 11 | 0 | 3 | 1 | 351 | 398 | 403 | 800 | 52 | 409 | 13 | 7 | 355 | 93 | — | — | — | — | — | — |
| 2013 | 26 | MLB | Milwaukee Brewers | — | 252 | 236 | 56 | 8 | 1 | 1 | 11 | 46 | 1 | 4 | 4 | 237 | 274 | 292 | 567 | 55 | 288 | 18 | 4 | 254 | 60 | -12 | -1 | +8 | +1 | +5 | 0.2 |
| 2013 | 26 | AAA | Nashville Sounds | — | 43 | 41 | 10 | 1 | 1 | 1 | 2 | 8 | 0 | 0 | 0 | 244 | 279 | 390 | 669 | 146 | 281 | 19 | 5 | 296 | 42 | — | — | — | — | — | — |
| 2013 | 26 | AA | Huntsville Stars | — | 16 | 15 | 4 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 1 | 267 | 312 | 267 | 579 | 308 | 12 | 6 | 270 | 34 | — | — | — | — | — | — | |
| 2014 | 27 | MLB | Milwaukee Brewers | — | 74 | 70 | 12 | 1 | 0 | 0 | 3 | 17 | 0 | 0 | 0 | 171 | 205 | 186 | 391 | 14 | 222 | 23 | 4 | 180 | 9 | -8 | +0 | -1 | +2 | +2 | -0.5 |
| 2014 | 27 | AAA | Nashville Sounds | — | 105 | 98 | 27 | 5 | 0 | 3 | 6 | 19 | 0 | 2 | 0 | 276 | 317 | 418 | 736 | 143 | 312 | 18 | 6 | 324 | 63 | — | — | — | — | — | — |
| 2015 | 28 | AAA | Pawtucket Red Sox | — | 146 | 130 | 34 | 5 | 1 | 0 | 13 | 19 | 0 | 4 | 2 | 262 | 329 | 315 | 644 | 54 | 306 | 13 | 9 | 291 | 62 | — | — | — | — | — | — |
| 2016 | 29 | AAA | Albuquerque Isotopes | — | 243 | 216 | 53 | 3 | 2 | 2 | 22 | 49 | 0 | 1 | 2 | 245 | 315 | 306 | 621 | 60 | 307 | 20 | 9 | 281 | 32 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 402 | 375 | 81 | 11 | 1 | 4 | 18 | 76 | 1 | 4 | 4 | 216 | 254 | 283 | 536 | 67 | 258 | 19 | 4 | 239 | 48 | -25 | -1 | +8 | +8 | +9 | -0.1 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 18 | ROK MLE | AZL Royals | — | 122 | 104 | 32 | 5 | 3 | 5 | 10 | 32 | 3 | 5 | 2 | 308 | 385 | 558 | 942 | 250 | 337 | 26 | 8 | 386 | 147 | — | — | — | — | — | — |
| 2006 | 19 | ROK MLE | AZL Royals | — | 54 | 45 | 16 | 3 | 0 | 2 | 6 | 4 | 2 | 1 | 1 | 356 | 453 | 556 | 1.008 | 200 | 330 | 7 | 11 | 408 | 162 | — | — | — | — | — | — |
| 2007 | 20 | A MLE | Burlington Bees | — | 403 | 378 | 82 | 16 | 0 | 2 | 15 | 98 | 3 | 15 | 4 | 217 | 253 | 275 | 528 | 58 | 272 | 24 | 4 | 231 | 42 | — | — | — | — | — | — |
| 2008 | 21 | A+ MLE | Wilmington Blue Rocks | — | 431 | 404 | 87 | 27 | 4 | 9 | 12 | 135 | 3 | 13 | 4 | 215 | 243 | 369 | 612 | 153 | 280 | 31 | 3 | 258 | 61 | — | — | — | — | — | — |
| 2009 | 22 | AA MLE | Northwest Arkansas Naturals | — | 297 | 275 | 79 | 15 | 1 | 4 | 14 | 71 | 1 | 10 | 4 | 287 | 324 | 393 | 717 | 105 | 350 | 24 | 5 | 308 | 95 | — | — | — | — | — | — |
| 2009 | 22 | A+ MLE | Wilmington Blue Rocks | — | 245 | 229 | 60 | 10 | 2 | 3 | 11 | 67 | 1 | 12 | 2 | 262 | 299 | 362 | 661 | 100 | 341 | 27 | 4 | 286 | 80 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | Northwest Arkansas Naturals | — | 499 | 457 | 100 | 19 | 2 | 2 | 26 | 106 | 3 | 20 | 5 | 219 | 265 | 282 | 548 | 63 | 266 | 21 | 5 | 237 | 47 | — | — | — | — | — | — |
| 2012 | 25 | MLB MLE | Milwaukee Brewers | — | 76 | 69 | 13 | 2 | 0 | 3 | 4 | 13 | 0 | 0 | 0 | 188 | 233 | 348 | 581 | 159 | 185 | 17 | 5 | 247 | 53 | -4 | +0 | +1 | +5 | +2 | 0.3 |
| 2012 | 25 | AAA MLE | Nashville Sounds | — | 278 | 256 | 71 | 11 | 1 | 4 | 15 | 60 | 1 | 11 | 5 | 277 | 320 | 375 | 695 | 98 | 337 | 22 | 5 | 299 | 88 | — | — | — | — | — | — |
| 2012 | 25 | AA MLE | Huntsville Stars | — | 85 | 80 | 25 | 4 | 0 | 0 | 3 | 15 | 0 | 3 | 1 | 312 | 337 | 362 | 700 | 50 | 371 | 18 | 4 | 306 | 93 | — | — | — | — | — | — |
| 2013 | 26 | MLB MLE | Milwaukee Brewers | — | 252 | 236 | 57 | 9 | 1 | 1 | 11 | 46 | 1 | 4 | 4 | 242 | 278 | 301 | 579 | 59 | 288 | 18 | 4 | 257 | 60 | -12 | -1 | +8 | +1 | +5 | 0.2 |
| 2013 | 26 | AAA MLE | Nashville Sounds | — | 43 | 42 | 9 | 1 | 1 | 1 | 1 | 11 | 0 | 0 | 0 | 214 | 233 | 357 | 590 | 143 | 247 | 26 | 2 | 231 | 42 | — | — | — | — | — | — |
| 2013 | 26 | AA MLE | Huntsville Stars | — | 16 | 15 | 3 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 1 | 200 | 250 | 200 | 450 | 269 | 12 | 6 | 219 | 34 | — | — | — | — | — | — | |
| 2014 | 27 | MLB MLE | Milwaukee Brewers | — | 74 | 70 | 12 | 1 | 0 | 0 | 3 | 17 | 0 | 0 | 0 | 171 | 205 | 186 | 391 | 14 | 222 | 23 | 4 | 182 | 9 | -8 | +0 | -1 | +2 | +2 | -0.5 |
| 2014 | 27 | AAA MLE | Nashville Sounds | — | 105 | 100 | 24 | 4 | 0 | 3 | 4 | 25 | 0 | 2 | 0 | 240 | 269 | 370 | 639 | 130 | 275 | 24 | 4 | 261 | 63 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Pawtucket Red Sox | — | 146 | 134 | 33 | 5 | 1 | 0 | 9 | 24 | 0 | 4 | 2 | 246 | 294 | 299 | 592 | 52 | 294 | 16 | 6 | 260 | 62 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Albuquerque Isotopes | — | 243 | 225 | 44 | 2 | 1 | 1 | 13 | 67 | 0 | 1 | 2 | 196 | 239 | 227 | 466 | 31 | 267 | 28 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2005 | 18 | ROK MLE | AZL Royals | — | 122 | 104 | 32 | 5 | 3 | 5 | 10 | 32 | 3 | 5 | 2 | 308 | 385 | 558 | 942 | 250 | 375 | 26 | 8 | 386 | 147 | — | — | — | — | — | — |
| 2005 | 18 | ROK RAW | AZL Royals | — | 122 | 98 | 40 | 7 | 4 | 6 | 16 | 22 | 3 | 5 | 2 | 408 | 504 | 745 | 1.249 | 337 | 453 | 18 | 13 | 509 | 147 | — | — | — | — | — | — |
| 2006 | 19 | ROK MLE | AZL Royals | — | 54 | 45 | 16 | 3 | 0 | 2 | 6 | 4 | 2 | 1 | 1 | 356 | 453 | 556 | 1.008 | 200 | 350 | 7 | 11 | 408 | 162 | — | — | — | — | — | — |
| 2006 | 19 | ROK RAW | AZL Royals | — | 54 | 42 | 18 | 4 | 0 | 2 | 9 | 3 | 2 | 1 | 1 | 429 | 547 | 667 | 1.214 | 238 | 421 | 6 | 17 | 517 | 162 | — | — | — | — | — | — |
| 2007 | 20 | A MLE | Burlington Bees | — | 403 | 378 | 82 | 16 | 0 | 2 | 15 | 98 | 3 | 15 | 4 | 217 | 253 | 275 | 528 | 58 | 282 | 24 | 4 | 231 | 42 | — | — | — | — | — | — |
| 2007 | 20 | A RAW | Burlington Bees | — | 403 | 368 | 91 | 19 | 0 | 2 | 25 | 72 | 3 | 15 | 4 | 247 | 301 | 315 | 616 | 68 | 297 | 18 | 6 | 277 | 42 | — | — | — | — | — | — |
| 2008 | 21 | A+ MLE | Wilmington Blue Rocks | — | 431 | 404 | 87 | 27 | 4 | 9 | 12 | 135 | 3 | 13 | 4 | 215 | 243 | 369 | 612 | 153 | 291 | 31 | 3 | 258 | 61 | — | — | — | — | — | — |
| 2008 | 21 | A+ RAW | Wilmington Blue Rocks | — | 431 | 396 | 101 | 34 | 5 | 10 | 20 | 95 | 3 | 13 | 4 | 255 | 296 | 442 | 738 | 187 | 304 | 22 | 5 | 315 | 61 | — | — | — | — | — | — |
| 2009 | 22 | AA MLE | 2 teams | — | 542 | 505 | 139 | 25 | 3 | 8 | 24 | 137 | 2 | 22 | 6 | 275 | 311 | 384 | 695 | 109 | 358 | 25 | 4 | 298 | 88 | — | — | — | — | — | — |
| 2009 | 22 | AA RAW | 2 teams | — | 542 | 490 | 151 | 29 | 3 | 9 | 39 | 105 | 2 | 22 | 6 | 308 | 362 | 435 | 796 | 127 | 372 | 19 | 7 | 349 | 88 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | Northwest Arkansas Naturals | — | 499 | 457 | 100 | 19 | 2 | 2 | 26 | 106 | 3 | 20 | 5 | 219 | 265 | 282 | 548 | 63 | 278 | 21 | 5 | 237 | 47 | — | — | — | — | — | — |
| 2011 | 24 | AA RAW | Northwest Arkansas Naturals | — | 499 | 444 | 115 | 23 | 2 | 2 | 39 | 85 | 3 | 20 | 5 | 259 | 323 | 333 | 656 | 74 | 313 | 17 | 8 | 293 | 47 | — | — | — | — | — | — |
| 2012 | 25 | AAA MLE | 3 teams | — | 439 | 405 | 110 | 18 | 1 | 7 | 22 | 88 | 1 | 14 | 6 | 272 | 311 | 373 | 684 | 101 | 330 | 20 | 5 | 291 | 83 | — | — | — | — | — | — |
| 2012 | 25 | AAA RAW | 3 teams | — | 439 | 395 | 119 | 19 | 1 | 8 | 32 | 72 | 1 | 14 | 6 | 301 | 355 | 415 | 770 | 114 | 350 | 16 | 7 | 337 | 83 | — | — | — | — | — | — |
| 2013 | 26 | MLB MLE | 3 teams | — | 311 | 293 | 69 | 9 | 2 | 2 | 13 | 59 | 1 | 4 | 5 | 235 | 270 | 300 | 571 | 65 | 286 | 19 | 4 | 252 | 57 | -16 | -1 | +8 | +1 | +7 | -0.2 |
| 2013 | 26 | MLB RAW | 3 teams | — | 311 | 292 | 70 | 9 | 2 | 2 | 14 | 56 | 1 | 4 | 5 | 240 | 277 | 305 | 582 | 65 | 288 | 18 | 5 | 261 | 57 | -16 | -1 | +8 | +1 | +7 | -0.2 |
| 2014 | 27 | AAA MLE | 2 teams | — | 179 | 170 | 36 | 5 | 0 | 3 | 7 | 42 | 0 | 2 | 0 | 212 | 243 | 294 | 537 | 82 | 260 | 23 | 4 | 228 | 41 | — | — | — | — | — | — |
| 2014 | 27 | AAA RAW | 2 teams | — | 179 | 168 | 39 | 6 | 0 | 3 | 9 | 36 | 0 | 2 | 0 | 232 | 271 | 321 | 593 | 89 | 275 | 20 | 5 | 265 | 41 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Pawtucket Red Sox | — | 146 | 134 | 33 | 5 | 1 | 0 | 9 | 24 | 0 | 4 | 2 | 246 | 294 | 299 | 592 | 52 | 300 | 16 | 6 | 260 | 62 | — | — | — | — | — | — |
| 2015 | 28 | AAA RAW | Pawtucket Red Sox | — | 146 | 130 | 34 | 5 | 1 | 0 | 13 | 19 | 0 | 4 | 2 | 262 | 329 | 315 | 644 | 54 | 306 | 13 | 9 | 291 | 62 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Albuquerque Isotopes | — | 243 | 225 | 44 | 2 | 1 | 1 | 13 | 67 | 0 | 1 | 2 | 196 | 239 | 227 | 466 | 31 | 272 | 28 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2016 | 29 | AAA RAW | Albuquerque Isotopes | — | 243 | 216 | 53 | 3 | 2 | 2 | 22 | 49 | 0 | 1 | 2 | 245 | 315 | 306 | 621 | 60 | 307 | 20 | 9 | 281 | 32 | — | — | — | — | — | — |
| 2005 | 18 | ROK MLE | AZL Royals | — | 122 | 108 | 32 | 5 | 3 | 5 | 10 | 32 | 3 | 5 | 2 | 296 | 385 | 537 | 922 | 241 | 337 | 26 | 8 | 386 | 147 | — | — | — | — | — | — |
| 2006 | 19 | ROK MLE | AZL Royals | — | 54 | 46 | 16 | 3 | 0 | 2 | 6 | 4 | 2 | 1 | 1 | 348 | 453 | 543 | 996 | 196 | 330 | 7 | 11 | 408 | 162 | — | — | — | — | — | — |
| 2007 | 20 | A MLE | Burlington Bees | — | 403 | 382 | 82 | 16 | 0 | 2 | 15 | 98 | 3 | 15 | 4 | 215 | 253 | 272 | 525 | 58 | 272 | 24 | 4 | 231 | 42 | — | — | — | — | — | — |
| 2008 | 21 | A+ MLE | Wilmington Blue Rocks | — | 431 | 413 | 87 | 27 | 4 | 9 | 12 | 135 | 3 | 13 | 4 | 211 | 243 | 361 | 604 | 150 | 280 | 31 | 3 | 258 | 61 | — | — | — | — | — | — |
| 2009 | 22 | AA MLE | 2 teams | — | 542 | 511 | 139 | 25 | 3 | 8 | 24 | 137 | 2 | 22 | 6 | 272 | 311 | 380 | 690 | 108 | 346 | 25 | 4 | 298 | 88 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | Northwest Arkansas Naturals | — | 499 | 467 | 100 | 19 | 2 | 2 | 26 | 106 | 3 | 20 | 5 | 214 | 265 | 276 | 542 | 62 | 266 | 21 | 5 | 237 | 47 | — | — | — | — | — | — |
| 2012 | 25 | AAA MLE | 3 teams | — | 439 | 413 | 110 | 18 | 1 | 7 | 22 | 88 | 1 | 14 | 6 | 266 | 311 | 366 | 676 | 99 | 317 | 20 | 5 | 291 | 83 | — | — | — | — | — | — |
| 2013 | 26 | MLB MLE | 3 teams | — | 311 | 294 | 69 | 9 | 2 | 2 | 13 | 59 | 1 | 4 | 5 | 235 | 270 | 299 | 570 | 65 | 281 | 19 | 4 | 252 | 57 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | 2 teams | — | 179 | 170 | 36 | 5 | 0 | 3 | 7 | 42 | 0 | 2 | 0 | 212 | 243 | 294 | 537 | 82 | 253 | 23 | 4 | 228 | 41 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | Pawtucket Red Sox | — | 146 | 136 | 33 | 5 | 1 | 0 | 9 | 24 | 0 | 4 | 2 | 243 | 294 | 294 | 588 | 51 | 294 | 16 | 6 | 260 | 62 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | Albuquerque Isotopes | — | 243 | 228 | 44 | 2 | 1 | 1 | 13 | 67 | 0 | 1 | 2 | 193 | 239 | 224 | 463 | 31 | 267 | 28 | 5 | 215 | 32 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 402 | 375 | 81 | 11 | 1 | 4 | 18 | 76 | 1 | 4 | 4 | 216 | 254 | 283 | 536 | 67 | 258 | 19 | 4 | 239 | 65 | -25 | -1 | +8 | +8 | +9 | -0.1 | |
| / 162G | — | A+C | — | 650 | 606 | 131 | 18 | 2 | 6 | 29 | 123 | 2 | 6 | 6 | 216 | 254 | 282 | 536 | 66 | 259 | 19 | 4 | 239 | 65 | -40 | -1 | +13 | +13 | +14 | -0.2 | |
| Career | — | MLE | — | 3369 | 3120 | 748 | 134 | 17 | 41 | 157 | 792 | 18 | 101 | 37 | 240 | 280 | 333 | 613 | 93 | 304 | 24 | 5 | 264 | 65 | -25 | -1 | +8 | +8 | +9 | -0.1 | |
| / 162G | — | MLE | — | 650 | 602 | 144 | 26 | 3 | 8 | 30 | 153 | 3 | 19 | 7 | 239 | 278 | 332 | 611 | 93 | 304 | 24 | 5 | 264 | 65 | -40 | -1 | +13 | +13 | +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.
2016 AAAAlbuquerque Isotopes · 243 PAwOBA .272 → .215 (−57)K% 20.2% → 27.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.16% | ÷0.948 | ×1.290 | — | — | 27.43% |
| BB% (unintentional) /PA | 8.23% | ÷1.083 | ×0.710 | — | ×0.972 | 5.24% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.972 | 0.00% |
| Singles /BIP | 27.54% | ÷1.032 | ×0.900 | ×1.045 | ×0.972 | 24.41% |
| Doubles /BIP | 1.80% | ÷1.050 | ×0.810 | ×1.045 | ×0.972 | 1.41% |
| Triples /BIP | 1.20% | ÷1.150 | ×0.810 | ×1.045 | ×0.972 | 0.86% |
| Home runs /BIP | 1.20% | ÷1.202 | ×0.780 | — | ×0.972 | 0.76% |
Factors used: league row PCL. Park (home-season share, regressed): HR 140, 1B 106, 2B 110, 3B 130, K 90, BB 117 — 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 ×1.045.
Result: wOBA .272 → .215; ISO .060 → .041; BABIP .307 → .267. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2015 AAAPawtucket Red Sox · 146 PAwOBA .284 → .260 (−24)K% 13.0% → 16.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.01% | ÷0.956 | ×1.200 | — | — | 16.34% |
| BB% (unintentional) /PA | 8.90% | ÷0.996 | ×0.690 | — | ×0.982 | 6.06% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 25.23% | ÷0.989 | ×0.930 | ×1.038 | ×0.982 | 24.16% |
| Doubles /BIP | 4.50% | ÷0.867 | ×0.830 | ×1.038 | ×0.982 | 4.39% |
| Triples /BIP | 0.90% | ÷1.012 | ×0.970 | ×1.038 | ×0.982 | 0.88% |
| Home runs /BIP | 0.00% | ÷1.012 | ×0.840 | — | ×0.982 | 0.00% |
Factors used: league row IL. Park (home-season share, regressed): HR 102, 1B 98, 2B 73, 3B 102, K 91, BB 99 — 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 ×1.038.
Result: wOBA .284 → .260; ISO .054 → .054; BABIP .306 → .294. 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 AAANashville Sounds · 105 PAwOBA .318 → .261 (−57)K% 18.1% → 24.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.10% | ÷0.964 | ×1.290 | — | — | 24.21% |
| BB% (unintentional) /PA | 5.71% | ÷1.040 | ×0.710 | — | ×0.992 | 3.87% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.992 | 0.00% |
| Singles /BIP | 24.05% | ÷0.975 | ×0.900 | ×1.003 | ×0.992 | 22.08% |
| Doubles /BIP | 6.33% | ÷1.051 | ×0.810 | ×1.003 | ×0.992 | 4.85% |
| Triples /BIP | 0.00% | ÷1.018 | ×0.810 | ×1.003 | ×0.992 | 0.00% |
| Home runs /BIP | 3.80% | ÷0.875 | ×0.780 | — | ×0.992 | 3.36% |
Factors used: league row PCL. Park (home-season share, regressed): HR 75, 1B 95, 2B 110, 3B 104, K 93, BB 108 — 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 ×1.003.
Result: wOBA .318 → .261; ISO .143 → .115; BABIP .312 → .275. 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 AAANashville Sounds · 43 PAwOBA .287 → .231 (−57)K% 18.6% → 24.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.60% | ÷0.971 | ×1.290 | — | — | 24.71% |
| BB% (unintentional) /PA | 4.65% | ÷1.054 | ×0.710 | — | ×1.003 | 3.14% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.003 | 0.00% |
| Singles /BIP | 21.21% | ÷1.001 | ×0.900 | — | ×1.003 | 19.13% |
| Doubles /BIP | 3.03% | ÷1.119 | ×0.810 | — | ×1.003 | 2.20% |
| Triples /BIP | 3.03% | ÷0.900 | ×0.810 | — | ×1.003 | 2.74% |
| Home runs /BIP | 3.03% | ÷0.934 | ×0.780 | — | ×1.003 | 2.54% |
Factors used: league row PCL. Park (home-season share, regressed): HR 87, 1B 100, 2B 124, 3B 80, K 94, BB 111 — 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).
Result: wOBA .287 → .231; ISO .146 → .116; BABIP .281 → .247. 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 AAHuntsville Stars · 16 PAwOBA .263 → .219 (−45)K% 12.5% → 15.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.50% | ÷0.977 | ×1.220 | — | — | 15.61% |
| BB% (unintentional) /PA | 6.25% | ÷1.001 | ×0.680 | — | ×0.978 | 4.15% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×0.978 | 0.00% |
| Singles /BIP | 30.77% | ÷1.029 | ×0.920 | — | ×0.978 | 26.90% |
| Doubles /BIP | 0.00% | ÷1.007 | ×0.910 | — | ×0.978 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.880 | — | ×0.978 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.040 | ×0.800 | — | ×0.978 | 0.00% |
Factors used: league row SL. Park (home-season share, regressed): HR 108, 1B 106, 2B 101, 3B 80, K 95, BB 100 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average).
Result: wOBA .263 → .219; ISO .000 → .000; BABIP .308 → .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).
2012 AAANashville Sounds · 278 PAwOBA .347 → .299 (−48)K% 17.3% → 21.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.27% | ÷1.024 | ×1.290 | — | — | 21.75% |
| BB% (unintentional) /PA | 7.55% | ÷1.003 | ×0.710 | — | ×1.018 | 5.44% |
| HBP% /PA | 0.36% | — | ×0.980 | — | ×1.018 | 0.36% |
| Singles /BIP | 29.85% | ÷1.016 | ×0.900 | ×1.009 | ×1.018 | 27.18% |
| Doubles /BIP | 6.47% | ÷0.957 | ×0.810 | ×1.009 | ×1.018 | 5.62% |
| Triples /BIP | 0.50% | ÷0.938 | ×0.810 | ×1.009 | ×1.018 | 0.44% |
| Home runs /BIP | 2.49% | ÷1.022 | ×0.780 | — | ×1.018 | 1.93% |
Factors used: league row PCL. Park (home-season share, regressed): HR 104, 1B 103, 2B 91, 3B 88, K 105, BB 101 — 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 ×1.009.
Result: wOBA .347 → .299; ISO .120 → .100; BABIP .376 → .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 AAHuntsville Stars · 85 PAwOBA .341 → .306 (−35)K% 12.9% → 17.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.94% | ÷0.924 | ×1.220 | — | — | 17.08% |
| BB% (unintentional) /PA | 5.88% | ÷1.009 | ×0.680 | — | ×0.988 | 3.92% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×0.988 | 0.00% |
| Singles /BIP | 34.85% | ÷1.038 | ×0.920 | ×1.018 | ×0.988 | 31.05% |
| Doubles /BIP | 6.06% | ÷0.915 | ×0.910 | ×1.018 | ×0.988 | 6.06% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.880 | ×1.018 | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.277 | ×0.800 | — | ×0.988 | 0.00% |
Factors used: league row SL. Park (home-season share, regressed): HR 155, 1B 108, 2B 83, 3B 130, K 85, BB 102 — 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 ×1.018.
Result: wOBA .341 → .306; ISO .052 → .053; BABIP .409 → .371. 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 AANorthwest Arkansas Naturals · 499 PAwOBA .287 → .237 (−51)K% 17.0% → 21.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.03% | ÷0.980 | ×1.220 | — | — | 21.21% |
| BB% (unintentional) /PA | 7.82% | ÷1.052 | ×0.700 | — | ×0.998 | 5.19% |
| HBP% /PA | 0.60% | — | ×0.870 | — | ×0.998 | 0.52% |
| Singles /BIP | 24.51% | ÷1.067 | ×0.920 | ×1.008 | ×0.998 | 21.25% |
| Doubles /BIP | 6.41% | ÷1.061 | ×0.840 | ×1.008 | ×0.998 | 5.10% |
| Triples /BIP | 0.56% | ÷1.150 | ×0.940 | ×1.008 | ×0.998 | 0.46% |
| Home runs /BIP | 0.56% | ÷0.937 | ×0.800 | — | ×0.998 | 0.47% |
Factors used: league row TL. Park (home-season share, regressed): HR 87, 1B 113, 2B 112, 3B 130, K 96, BB 110 — 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 ×1.008.
Result: wOBA .287 → .237; ISO .074 → .061; BABIP .313 → .266. 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).