Darwin Barney
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2015 | 29 | AAAOklahoma City… | 379 | .277/.327/.354 | 4 | 7 | 48 | — | .225/.260/.292 | |
| 2015 | 29 | MLBTOR | 30 | .259/.286/.519 | 2 | 0 | 106 | 0.1 | ||
| 2016 | 30 | MLBTOR | 306 | .269/.325/.373 | 4 | 2 | 94 | 1.2 | ||
| 2017 | 31 | MLBTOR | 362 | .232/.275/.327 | 6 | 7 | 67 | -0.7 | ||
| 2018 | 32 | No MLB games played | ||||||||
| 2019 | 33 | No MLB games played | ||||||||
| 2020 | 34 | No MLB games played | ||||||||
| 2021 | 35 | No MLB games played | ||||||||
| 2022 | 36 | No MLB games played | ||||||||
| 2023 | 37 | No MLB games played | ||||||||
| 2024 | 38 | No MLB games played | ||||||||
| 2025 | 39 | No MLB games played | ||||||||
| 2026 | 40 | 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) | |||||||||||||||||||||||||||||||
| 2007 | 21 | A | Peoria Chiefs | — | 192 | 176 | 48 | 9 | 3 | 2 | 11 | 22 | 3 | 5 | 2 | 273 | 326 | 392 | 718 | 119 | 299 | 11 | 6 | 319 | 64 | — | — | — | — | — | — |
| 2007 | 21 | ROK | AZL Cubs | — | 22 | 18 | 8 | 3 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 444 | 545 | 611 | 1.157 | 167 | 444 | 0 | 18 | 508 | 148 | — | — | — | — | — | — |
| 2008 | 22 | A+ | Daytona Cubs | — | 459 | 409 | 107 | 22 | 4 | 3 | 38 | 58 | 3 | 8 | 3 | 262 | 329 | 357 | 686 | 95 | 295 | 13 | 8 | 306 | 68 | — | — | — | — | — | — |
| 2009 | 23 | AAA | Iowa Cubs | — | 230 | 212 | 56 | 12 | 1 | 0 | 13 | 32 | 0 | 4 | 1 | 264 | 305 | 330 | 635 | 66 | 308 | 14 | 6 | 283 | 57 | — | — | — | — | — | — |
| 2009 | 23 | AA | Tennessee Smokies | — | 284 | 252 | 80 | 12 | 0 | 3 | 23 | 33 | 0 | 5 | 1 | 317 | 375 | 401 | 775 | 83 | 348 | 12 | 8 | 340 | 92 | — | — | — | — | — | — |
| 2010 | 24 | MLB | Chicago Cubs | — | 85 | 79 | 19 | 4 | 0 | 0 | 6 | 12 | 0 | 0 | 0 | 241 | 294 | 291 | 585 | 51 | 284 | 14 | 7 | 269 | 67 | -3 | +0 | +5 | +6 | +2 | 1.0 |
| 2010 | 24 | AAA | Iowa Cubs | — | 514 | 479 | 143 | 24 | 4 | 2 | 23 | 52 | 3 | 11 | 3 | 299 | 332 | 378 | 710 | 79 | 329 | 10 | 4 | 315 | 73 | — | — | — | — | — | — |
| 2011 | 25 | MLB | Chicago Cubs | — | 571 | 529 | 146 | 23 | 6 | 2 | 22 | 67 | 8 | 9 | 2 | 276 | 314 | 353 | 668 | 78 | 310 | 12 | 4 | 295 | 82 | -12 | +1 | +9 | +2 | +12 | 1.2 |
| 2011 | 25 | AAA | Iowa Cubs | — | 15 | 14 | 5 | 1 | 0 | 1 | 0 | 2 | 1 | 1 | 0 | 357 | 400 | 643 | 1.043 | 286 | 364 | 13 | 0 | 454 | 139 | — | — | — | — | — | — |
| 2012 | 26 | MLB | Chicago Cubs | — | 588 | 548 | 139 | 26 | 4 | 7 | 33 | 58 | 3 | 6 | 1 | 254 | 300 | 354 | 654 | 100 | 273 | 10 | 6 | 292 | 82 | -13 | +1 | +12 | +2 | +13 | 1.5 |
| 2013 | 27 | MLB | Chicago Cubs | — | 555 | 501 | 104 | 25 | 1 | 7 | 36 | 64 | 6 | 4 | 2 | 208 | 268 | 303 | 571 | 96 | 222 | 12 | 6 | 256 | 54 | -30 | +0 | +10 | +2 | +12 | -0.7 |
| 2014 | 28 | MLB | Los Angeles Dodgers | — | 262 | 237 | 57 | 11 | 2 | 3 | 17 | 34 | 4 | 1 | 0 | 241 | 302 | 342 | 644 | 101 | 267 | 13 | 6 | 288 | 83 | -5 | +0 | +6 | +1 | +6 | 0.8 |
| 2014 | 28 | AAA | Albuquerque Isotopes | — | 38 | 35 | 9 | 1 | 0 | 0 | 3 | 5 | 0 | 0 | 0 | 257 | 316 | 286 | 602 | 29 | 300 | 13 | 8 | 279 | 35 | — | — | — | — | — | — |
| 2015 | 29 | MLB | Toronto Blue Jays | — | 30 | 27 | 7 | 1 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 259 | 286 | 519 | 804 | 259 | 217 | 7 | 3 | 325 | 106 | +0 | +0 | -2 | +1 | +1 | 0.1 |
| 2015 | 29 | AAA | Oklahoma City Dodgers | — | 379 | 347 | 96 | 15 | 0 | 4 | 22 | 44 | 4 | 7 | 4 | 277 | 327 | 354 | 682 | 78 | 306 | 12 | 6 | 305 | 48 | — | — | — | — | — | — |
| 2016 | 30 | MLB | Toronto Blue Jays | — | 306 | 279 | 75 | 13 | 2 | 4 | 22 | 48 | 1 | 2 | 2 | 269 | 325 | 373 | 697 | 104 | 310 | 16 | 7 | 310 | 94 | -2 | -0 | +7 | +1 | +7 | 1.2 |
| 2017 | 31 | MLB | Toronto Blue Jays | — | 362 | 336 | 78 | 14 | 0 | 6 | 18 | 64 | 2 | 7 | 2 | 232 | 275 | 327 | 603 | 95 | 270 | 18 | 5 | 268 | 67 | -14 | +1 | -3 | +1 | +8 | -0.7 |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 2759 | 2536 | 625 | 117 | 15 | 31 | 155 | 349 | 24 | 29 | 9 | 246 | 296 | 341 | 637 | 95 | 273 | 13 | 6 | 284 | 78 | -72 | +2 | +45 | +18 | +60 | 5.4 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2007 | 21 | A MLE | Peoria Chiefs | — | 192 | 179 | 42 | 7 | 3 | 2 | 8 | 30 | 3 | 5 | 2 | 235 | 279 | 341 | 620 | 106 | 263 | 16 | 4 | 263 | 64 | — | — | — | — | — | — |
| 2007 | 21 | ROK MLE | AZL Cubs | — | 22 | 20 | 6 | 2 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 300 | 364 | 400 | 764 | 100 | 339 | 0 | 9 | 387 | 148 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | Daytona Cubs | — | 459 | 420 | 100 | 21 | 3 | 3 | 27 | 82 | 3 | 8 | 3 | 238 | 289 | 324 | 613 | 86 | 279 | 18 | 6 | 269 | 68 | — | — | — | — | — | — |
| 2009 | 23 | AAA MLE | Iowa Cubs | — | 230 | 216 | 53 | 10 | 1 | 0 | 10 | 41 | 0 | 4 | 1 | 245 | 279 | 301 | 580 | 56 | 293 | 18 | 4 | 253 | 57 | — | — | — | — | — | — |
| 2009 | 23 | AA MLE | Tennessee Smokies | — | 284 | 261 | 77 | 11 | 0 | 3 | 14 | 40 | 0 | 5 | 1 | 295 | 331 | 372 | 703 | 77 | 318 | 14 | 5 | 304 | 92 | — | — | — | — | — | — |
| 2010 | 24 | MLB MLE | Chicago Cubs | — | 85 | 79 | 19 | 4 | 0 | 0 | 6 | 12 | 0 | 0 | 0 | 241 | 294 | 291 | 585 | 51 | 284 | 14 | 7 | 267 | 67 | -3 | +0 | +5 | +6 | +2 | 1.0 |
| 2010 | 24 | AAA MLE | Iowa Cubs | — | 514 | 491 | 133 | 21 | 4 | 2 | 15 | 66 | 3 | 11 | 3 | 271 | 297 | 342 | 639 | 71 | 302 | 13 | 3 | 276 | 73 | — | — | — | — | — | — |
| 2011 | 25 | MLB MLE | Chicago Cubs | — | 571 | 532 | 144 | 22 | 5 | 2 | 20 | 67 | 8 | 9 | 2 | 271 | 307 | 342 | 649 | 71 | 310 | 12 | 4 | 289 | 82 | -12 | +1 | +9 | +2 | +12 | 1.2 |
| 2011 | 25 | AAA MLE | Iowa Cubs | — | 15 | 14 | 5 | 1 | 0 | 1 | 0 | 3 | 1 | 1 | 0 | 357 | 400 | 643 | 1.043 | 286 | 324 | 20 | 0 | 374 | 139 | — | — | — | — | — | — |
| 2012 | 26 | MLB MLE | Chicago Cubs | — | 588 | 549 | 137 | 25 | 3 | 7 | 32 | 58 | 3 | 6 | 1 | 250 | 295 | 344 | 639 | 95 | 273 | 10 | 5 | 289 | 82 | -13 | +1 | +12 | +2 | +13 | 1.5 |
| 2013 | 27 | MLB MLE | Chicago Cubs | — | 555 | 508 | 103 | 24 | 1 | 7 | 31 | 64 | 6 | 4 | 2 | 203 | 257 | 295 | 552 | 93 | 222 | 12 | 6 | 248 | 54 | -30 | +0 | +10 | +2 | +12 | -0.7 |
| 2014 | 28 | MLB MLE | Los Angeles Dodgers | — | 262 | 239 | 58 | 12 | 2 | 3 | 15 | 34 | 4 | 1 | 0 | 243 | 298 | 347 | 646 | 105 | 267 | 13 | 6 | 291 | 83 | -5 | +0 | +6 | +1 | +6 | 0.8 |
| 2014 | 28 | AAA MLE | Albuquerque Isotopes | — | 38 | 36 | 8 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 0 | 222 | 263 | 250 | 513 | 28 | 261 | 18 | 5 | 220 | 35 | — | — | — | — | — | — |
| 2015 | 29 | MLB MLE | Toronto Blue Jays | — | 30 | 27 | 7 | 1 | 0 | 2 | 1 | 2 | 0 | 0 | 0 | 259 | 286 | 519 | 804 | 259 | 217 | 7 | 3 | 325 | 106 | +0 | +0 | -2 | +1 | +1 | 0.1 |
| 2015 | 29 | AAA MLE | Oklahoma City Dodgers | — | 379 | 356 | 80 | 12 | 0 | 4 | 13 | 58 | 4 | 7 | 4 | 225 | 260 | 292 | 552 | 67 | 250 | 15 | 3 | 239 | 48 | — | — | — | — | — | — |
| 2016 | 30 | MLB MLE | Toronto Blue Jays | — | 306 | 280 | 75 | 13 | 2 | 4 | 21 | 48 | 1 | 2 | 2 | 268 | 321 | 371 | 693 | 104 | 310 | 16 | 7 | 307 | 94 | -2 | -0 | +7 | +1 | +7 | 1.2 |
| 2017 | 31 | MLB MLE | Toronto Blue Jays | — | 362 | 336 | 78 | 14 | 0 | 6 | 18 | 64 | 2 | 7 | 2 | 232 | 275 | 327 | 603 | 95 | 270 | 18 | 5 | 267 | 67 | -14 | +1 | -3 | +1 | +8 | -0.7 |
| 2007 | 21 | A MLE | 2 teams | — | 214 | 200 | 50 | 10 | 3 | 2 | 9 | 30 | 3 | 5 | 2 | 250 | 292 | 360 | 652 | 110 | 282 | 14 | 4 | 276 | 73 | — | — | — | — | — | — |
| 2007 | 21 | A RAW | 2 teams | — | 214 | 194 | 56 | 12 | 3 | 2 | 15 | 22 | 3 | 5 | 2 | 289 | 349 | 412 | 761 | 124 | 314 | 10 | 7 | 338 | 73 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | Daytona Cubs | — | 459 | 420 | 100 | 21 | 3 | 3 | 27 | 82 | 3 | 8 | 3 | 238 | 289 | 324 | 613 | 86 | 285 | 18 | 6 | 269 | 68 | — | — | — | — | — | — |
| 2008 | 22 | A+ RAW | Daytona Cubs | — | 459 | 409 | 107 | 22 | 4 | 3 | 38 | 58 | 3 | 8 | 3 | 262 | 329 | 357 | 686 | 95 | 295 | 13 | 8 | 306 | 68 | — | — | — | — | — | — |
| 2009 | 23 | AA MLE | 2 teams | — | 514 | 478 | 130 | 22 | 1 | 3 | 23 | 81 | 0 | 9 | 2 | 272 | 305 | 341 | 646 | 69 | 317 | 16 | 4 | 281 | 76 | — | — | — | — | — | — |
| 2009 | 23 | AA RAW | 2 teams | — | 514 | 464 | 136 | 24 | 1 | 3 | 36 | 65 | 0 | 9 | 2 | 293 | 343 | 369 | 712 | 75 | 330 | 13 | 7 | 314 | 76 | — | — | — | — | — | — |
| 2010 | 24 | AAA MLE | 2 teams | — | 599 | 570 | 152 | 25 | 4 | 2 | 21 | 78 | 3 | 11 | 3 | 267 | 296 | 335 | 631 | 68 | 304 | 13 | 4 | 275 | 72 | — | — | — | — | — | — |
| 2010 | 24 | AAA RAW | 2 teams | — | 599 | 558 | 162 | 28 | 4 | 2 | 29 | 64 | 3 | 11 | 3 | 290 | 327 | 366 | 692 | 75 | 323 | 11 | 5 | 309 | 72 | — | — | — | — | — | — |
| 2011 | 25 | MLB MLE | 2 teams | — | 586 | 546 | 148 | 23 | 5 | 3 | 20 | 70 | 9 | 10 | 2 | 271 | 308 | 348 | 656 | 77 | 304 | 12 | 3 | 291 | 83 | -12 | +1 | +9 | +2 | +13 | 1.3 |
| 2011 | 25 | MLB RAW | 2 teams | — | 586 | 543 | 151 | 24 | 6 | 3 | 22 | 69 | 9 | 10 | 2 | 278 | 317 | 361 | 677 | 83 | 312 | 12 | 4 | 299 | 83 | -12 | +1 | +9 | +2 | +13 | 1.3 |
| 2012 | 26 | MLB MLE | Chicago Cubs | — | 588 | 549 | 137 | 25 | 3 | 7 | 32 | 58 | 3 | 6 | 1 | 250 | 295 | 344 | 639 | 95 | 268 | 10 | 5 | 289 | 82 | -13 | +1 | +12 | +2 | +13 | 1.5 |
| 2012 | 26 | MLB RAW | Chicago Cubs | — | 588 | 548 | 139 | 26 | 4 | 7 | 33 | 58 | 3 | 6 | 1 | 254 | 300 | 354 | 654 | 100 | 273 | 10 | 6 | 292 | 82 | -13 | +1 | +12 | +2 | +13 | 1.5 |
| 2013 | 27 | MLB MLE | Chicago Cubs | — | 555 | 508 | 103 | 24 | 1 | 7 | 31 | 64 | 6 | 4 | 2 | 203 | 257 | 295 | 552 | 93 | 217 | 12 | 6 | 248 | 54 | -30 | +0 | +10 | +2 | +12 | -0.7 |
| 2013 | 27 | MLB RAW | Chicago Cubs | — | 555 | 501 | 104 | 25 | 1 | 7 | 36 | 64 | 6 | 4 | 2 | 208 | 268 | 303 | 571 | 96 | 222 | 12 | 6 | 256 | 54 | -30 | +0 | +10 | +2 | +12 | -0.7 |
| 2014 | 28 | MLB MLE | 2 teams | — | 300 | 275 | 65 | 12 | 2 | 3 | 17 | 41 | 4 | 1 | 0 | 236 | 291 | 327 | 618 | 91 | 266 | 14 | 6 | 282 | 77 | -8 | +0 | +6 | +1 | +6 | 0.6 |
| 2014 | 28 | MLB RAW | 2 teams | — | 300 | 272 | 66 | 12 | 2 | 3 | 20 | 39 | 4 | 1 | 0 | 243 | 304 | 335 | 639 | 92 | 272 | 13 | 7 | 287 | 77 | -8 | +0 | +6 | +1 | +6 | 0.6 |
| 2015 | 29 | AAA MLE | 2 teams | — | 409 | 383 | 87 | 13 | 0 | 6 | 14 | 60 | 4 | 7 | 4 | 227 | 262 | 308 | 570 | 81 | 254 | 15 | 3 | 245 | 52 | — | — | — | — | — | — |
| 2015 | 29 | AAA RAW | 2 teams | — | 409 | 374 | 103 | 16 | 0 | 6 | 23 | 46 | 4 | 7 | 4 | 275 | 324 | 366 | 690 | 91 | 299 | 11 | 6 | 306 | 52 | — | — | — | — | — | — |
| 2016 | 30 | MLB MLE | Toronto Blue Jays | — | 306 | 280 | 75 | 13 | 2 | 4 | 21 | 48 | 1 | 2 | 2 | 268 | 321 | 371 | 693 | 104 | 309 | 16 | 7 | 307 | 94 | -2 | -0 | +7 | +1 | +7 | 1.2 |
| 2016 | 30 | MLB RAW | Toronto Blue Jays | — | 306 | 279 | 75 | 13 | 2 | 4 | 22 | 48 | 1 | 2 | 2 | 269 | 325 | 373 | 697 | 104 | 310 | 16 | 7 | 310 | 94 | -2 | -0 | +7 | +1 | +7 | 1.2 |
| 2017 | 31 | MLB MLE | Toronto Blue Jays | — | 362 | 336 | 78 | 14 | 0 | 6 | 18 | 64 | 2 | 7 | 2 | 232 | 275 | 327 | 603 | 95 | 270 | 18 | 5 | 267 | 67 | -14 | +1 | -3 | +1 | +8 | -0.7 |
| 2017 | 31 | MLB RAW | Toronto Blue Jays | — | 362 | 336 | 78 | 14 | 0 | 6 | 18 | 64 | 2 | 7 | 2 | 232 | 275 | 327 | 603 | 95 | 270 | 18 | 5 | 268 | 67 | -14 | +1 | -3 | +1 | +8 | -0.7 |
| 2007 | 21 | A MLE | 2 teams | — | 214 | 200 | 50 | 10 | 3 | 2 | 9 | 30 | 3 | 5 | 2 | 250 | 292 | 360 | 652 | 110 | 271 | 14 | 4 | 276 | 73 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | Daytona Cubs | — | 459 | 426 | 100 | 21 | 3 | 3 | 27 | 82 | 3 | 8 | 3 | 235 | 289 | 319 | 608 | 85 | 279 | 18 | 6 | 269 | 68 | — | — | — | — | — | — |
| 2009 | 23 | AA MLE | 2 teams | — | 514 | 486 | 130 | 22 | 1 | 3 | 23 | 81 | 0 | 9 | 2 | 267 | 305 | 335 | 641 | 68 | 307 | 16 | 4 | 281 | 76 | — | — | — | — | — | — |
| 2010 | 24 | AAA MLE | 2 teams | — | 599 | 570 | 152 | 25 | 4 | 2 | 21 | 78 | 3 | 11 | 3 | 267 | 296 | 335 | 631 | 68 | 299 | 13 | 4 | 275 | 72 | — | — | — | — | — | — |
| 2011 | 25 | MLB MLE | 2 teams | — | 586 | 552 | 148 | 23 | 5 | 3 | 20 | 70 | 9 | 10 | 2 | 268 | 308 | 344 | 652 | 76 | 311 | 12 | 3 | 291 | 83 | — | — | — | — | — | — |
| 2012 | 26 | MLB MLE | Chicago Cubs | — | 588 | 548 | 137 | 25 | 3 | 7 | 32 | 58 | 3 | 6 | 1 | 250 | 295 | 345 | 639 | 95 | 273 | 10 | 5 | 289 | 82 | — | — | — | — | — | — |
| 2013 | 27 | MLB MLE | Chicago Cubs | — | 555 | 513 | 103 | 24 | 1 | 7 | 31 | 64 | 6 | 4 | 2 | 201 | 257 | 292 | 549 | 92 | 222 | 12 | 6 | 248 | 54 | — | — | — | — | — | — |
| 2014 | 28 | MLB MLE | 2 teams | — | 300 | 276 | 65 | 12 | 2 | 3 | 17 | 41 | 4 | 1 | 0 | 236 | 291 | 326 | 617 | 91 | 267 | 14 | 6 | 282 | 77 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | 2 teams | — | 409 | 388 | 87 | 13 | 0 | 6 | 14 | 60 | 4 | 7 | 4 | 224 | 262 | 304 | 566 | 80 | 248 | 15 | 3 | 245 | 52 | — | — | — | — | — | — |
| 2016 | 30 | MLB MLE | Toronto Blue Jays | — | 306 | 281 | 75 | 13 | 2 | 4 | 21 | 48 | 1 | 2 | 2 | 267 | 321 | 370 | 691 | 103 | 310 | 16 | 7 | 307 | 94 | — | — | — | — | — | — |
| 2017 | 31 | MLB MLE | Toronto Blue Jays | — | 362 | 339 | 78 | 14 | 0 | 6 | 18 | 64 | 2 | 7 | 2 | 230 | 275 | 324 | 600 | 94 | 270 | 18 | 5 | 267 | 67 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2759 | 2536 | 625 | 117 | 15 | 31 | 155 | 349 | 24 | 29 | 9 | 246 | 296 | 341 | 637 | 95 | 273 | 13 | 6 | 284 | 72 | -72 | +2 | +45 | +18 | +60 | 5.4 | |
| / 162G | — | A+C | — | 650 | 597 | 148 | 28 | 4 | 7 | 37 | 82 | 6 | 7 | 2 | 248 | 298 | 343 | 642 | 95 | 275 | 13 | 6 | 284 | 72 | -17 | +1 | +11 | +4 | +14 | 1.3 | |
| Career | — | MLE | — | 4892 | 4545 | 1125 | 202 | 24 | 46 | 233 | 676 | 38 | 70 | 23 | 248 | 290 | 333 | 623 | 85 | 280 | 14 | 5 | 275 | 72 | -72 | +2 | +45 | +18 | +60 | 5.4 | |
| / 162G | — | MLE | — | 650 | 604 | 149 | 27 | 3 | 6 | 31 | 90 | 5 | 9 | 3 | 247 | 289 | 331 | 620 | 84 | 279 | 14 | 5 | 275 | 72 | -17 | +1 | +11 | +4 | +14 | 1.3 | |
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.
2015 AAAOklahoma City Dodgers · 379 PAwOBA .297 → .239 (−58)K% 11.6% → 15.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.61% | ÷0.984 | ×1.290 | — | — | 15.22% |
| BB% (unintentional) /PA | 5.54% | ÷1.095 | ×0.710 | — | ×0.972 | 3.49% |
| HBP% /PA | 1.06% | — | ×0.980 | — | ×0.972 | 1.01% |
| Singles /BIP | 25.41% | ÷1.028 | ×0.900 | ×0.969 | ×0.972 | 20.96% |
| Doubles /BIP | 4.95% | ÷0.965 | ×0.810 | ×0.969 | ×0.972 | 3.92% |
| Triples /BIP | 0.00% | ÷0.941 | ×0.810 | ×0.969 | ×0.972 | 0.00% |
| Home runs /BIP | 1.32% | ÷0.866 | ×0.780 | — | ×0.972 | 1.16% |
Factors used: league row PCL. Park (home-season share, regressed): HR 73, 1B 106, 2B 93, 3B 88, K 97, BB 119 — 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 ×0.969.
Result: wOBA .297 → .239; ISO .078 → .065; BABIP .306 → .250. 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 AAAAlbuquerque Isotopes · 38 PAwOBA .273 → .220 (−52)K% 13.2% → 17.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.16% | ÷0.955 | ×1.290 | — | — | 17.77% |
| BB% (unintentional) /PA | 7.89% | ÷1.049 | ×0.710 | — | ×0.982 | 5.25% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.982 | 0.00% |
| Singles /BIP | 26.67% | ÷1.008 | ×0.900 | — | ×0.982 | 23.38% |
| Doubles /BIP | 3.33% | ÷0.982 | ×0.810 | — | ×0.982 | 2.70% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.810 | — | ×0.982 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.078 | ×0.780 | — | ×0.982 | 0.00% |
Factors used: league row PCL. Park (home-season share, regressed): HR 116, 1B 102, 2B 96, 3B 130, K 91, 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).
Result: wOBA .273 → .220; ISO .029 → .023; BABIP .300 → .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).
2011 AAAIowa Cubs · 15 PAwOBA .441 → .374 (−67)K% 13.3% → 17.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.33% | ÷0.965 | ×1.290 | — | — | 17.82% |
| BB% (unintentional) /PA | 0.00% | ÷1.043 | ×0.710 | — | ×1.018 | 0.00% |
| HBP% /PA | 6.67% | — | ×0.980 | — | ×1.018 | 6.65% |
| Singles /BIP | 25.00% | ÷0.980 | ×0.900 | — | ×1.018 | 23.37% |
| Doubles /BIP | 8.33% | ÷1.017 | ×0.810 | — | ×1.018 | 6.76% |
| Triples /BIP | 0.00% | ÷1.086 | ×0.810 | — | ×1.018 | 0.00% |
| Home runs /BIP | 8.33% | ÷0.934 | ×0.780 | — | ×1.018 | 7.08% |
Factors used: league row PCL. Park (home-season share, regressed): HR 87, 1B 96, 2B 103, 3B 117, K 93, BB 109 — 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).
Result: wOBA .441 → .374; ISO .286 → .227; BABIP .364 → .324. 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 AAAIowa Cubs · 514 PAwOBA .308 → .276 (−32)K% 10.1% → 12.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.12% | ÷1.017 | ×1.290 | — | — | 12.83% |
| BB% (unintentional) /PA | 4.28% | ÷1.086 | ×0.710 | — | ×1.033 | 2.89% |
| HBP% /PA | 0.58% | — | ×0.980 | — | ×1.033 | 0.59% |
| Singles /BIP | 26.46% | ÷1.019 | ×0.900 | ×1.021 | ×1.033 | 24.65% |
| Doubles /BIP | 5.62% | ÷1.001 | ×0.810 | ×1.021 | ×1.033 | 4.80% |
| Triples /BIP | 0.94% | ÷0.979 | ×0.810 | ×1.021 | ×1.033 | 0.82% |
| Home runs /BIP | 0.47% | ÷0.881 | ×0.780 | — | ×1.033 | 0.43% |
Factors used: league row PCL. Park (home-season share, regressed): HR 76, 1B 104, 2B 100, 3B 96, K 103, BB 117 — 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 ×1.021.
Result: wOBA .308 → .276; ISO .079 → .069; BABIP .329 → .302. 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 AATennessee Smokies · 284 PAwOBA .333 → .304 (−29)K% 11.6% → 14.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.62% | ÷1.000 | ×1.220 | — | — | 14.18% |
| BB% (unintentional) /PA | 7.04% | ÷1.000 | ×0.680 | — | ×1.012 | 4.85% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×1.012 | 0.00% |
| Singles /BIP | 29.68% | ÷1.000 | ×0.920 | ×0.984 | ×1.012 | 27.19% |
| Doubles /BIP | 5.48% | ÷1.000 | ×0.910 | ×0.984 | ×1.012 | 4.97% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.880 | ×0.984 | ×1.012 | 0.00% |
| Home runs /BIP | 1.37% | ÷1.000 | ×0.800 | — | ×1.012 | 1.11% |
Factors used: league row SL. 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 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.984.
Result: wOBA .333 → .304; ISO .083 → .076; BABIP .348 → .318. 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 AAAIowa Cubs · 230 PAwOBA .278 → .253 (−24)K% 13.9% → 17.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.91% | ÷1.000 | ×1.290 | — | — | 17.95% |
| BB% (unintentional) /PA | 5.65% | ÷1.000 | ×0.710 | — | ×1.048 | 4.21% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.048 | 0.00% |
| Singles /BIP | 23.89% | ÷1.000 | ×0.900 | ×1.033 | ×1.048 | 23.29% |
| Doubles /BIP | 6.67% | ÷1.000 | ×0.810 | ×1.033 | ×1.048 | 5.85% |
| Triples /BIP | 0.56% | ÷1.000 | ×0.810 | ×1.033 | ×1.048 | 0.49% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×1.048 | 0.00% |
Factors used: league row PCL. 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 ×1.033.
Result: wOBA .278 → .253; ISO .066 → .058; BABIP .308 → .293. 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).
2008 A+Daytona Cubs · 459 PAwOBA .299 → .269 (−30)K% 12.6% → 17.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.64% | ÷1.000 | ×1.420 | — | — | 17.94% |
| BB% (unintentional) /PA | 7.84% | ÷1.000 | ×0.750 | — | ×0.998 | 5.87% |
| HBP% /PA | 0.65% | — | ×0.930 | — | ×0.998 | 0.61% |
| Singles /BIP | 22.22% | ÷1.000 | ×0.920 | ×1.027 | ×0.998 | 20.96% |
| Doubles /BIP | 6.27% | ÷1.000 | ×0.960 | ×1.027 | ×0.998 | 6.17% |
| Triples /BIP | 1.14% | ÷1.000 | ×0.810 | ×1.027 | ×0.998 | 0.95% |
| Home runs /BIP | 0.85% | ÷1.000 | ×0.880 | — | ×0.998 | 0.75% |
Factors used: league row FSL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .299 → .269; ISO .095 → .087; BABIP .295 → .279. 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).
2007 APeoria Chiefs · 192 PAwOBA .314 → .263 (−51)K% 11.5% → 15.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.46% | ÷1.000 | ×1.360 | — | — | 15.58% |
| BB% (unintentional) /PA | 5.73% | ÷1.000 | ×0.690 | — | — | 3.95% |
| HBP% /PA | 1.56% | — | ×0.780 | — | — | 1.22% |
| Singles /BIP | 22.08% | ÷1.000 | ×0.920 | ×0.980 | — | 19.91% |
| Doubles /BIP | 5.84% | ÷1.000 | ×0.830 | ×0.980 | — | 4.76% |
| Triples /BIP | 1.95% | ÷1.000 | ×0.910 | ×0.980 | — | 1.74% |
| Home runs /BIP | 1.30% | ÷1.000 | ×0.800 | — | — | 1.04% |
Factors used: level-wide A 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 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.980.
Result: wOBA .314 → .263; ISO .119 → .098; BABIP .299 → .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).