Logan Schafer
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2015 | 28 | AAAColorado Spri… | 282 | .258/.296/.342 | 1 | 3 | 30 | — | .205/.234/.261 | |
| 2015 | 28 | MLBMIL | 143 | .221/.301/.311 | 1 | 1 | 71 | -0.3 | ||
| 2016 | 29 | AAAWSH | 245 | .264/.339/.361 | 4 | 5 | 65 | — | .236/.289/.320 | |
| 2016 | 29 | MLBMIN | 74 | .238/.342/.317 | 0 | 0 | 92 | -0.2 | ||
| 2017 | 30 | AAABAL | 419 | .247/.317/.343 | 3 | 5 | 57 | — | .227/.277/.309 | |
| 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) | |||||||||||||||||||||||||||||||
| 2008 | 21 | A | West Virginia Power | — | 196 | 181 | 50 | 13 | 2 | 0 | 8 | 42 | 1 | 3 | 8 | 276 | 311 | 370 | 681 | 94 | 352 | 21 | 4 | 295 | 44 | — | — | — | — | — | — |
| 2008 | 21 | ROK | Helena Brewers | — | 31 | 25 | 6 | 0 | 1 | 2 | 5 | 4 | 0 | 1 | 0 | 240 | 367 | 560 | 927 | 320 | 200 | 13 | 16 | 386 | 80 | — | — | — | — | — | — |
| 2009 | 22 | AA | Huntsville Stars | — | 30 | 23 | 5 | 0 | 1 | 0 | 4 | 3 | 2 | 1 | 0 | 217 | 379 | 304 | 684 | 87 | 250 | 10 | 13 | 317 | 74 | — | — | — | — | — | — |
| 2009 | 22 | A+ | Brevard County Manatees | — | 505 | 457 | 143 | 31 | 6 | 6 | 38 | 53 | 5 | 16 | 8 | 313 | 372 | 446 | 818 | 133 | 341 | 10 | 8 | 362 | 95 | — | — | — | — | — | — |
| 2010 | 23 | A+ | Brevard County Manatees | — | 28 | 23 | 4 | 2 | 0 | 0 | 4 | 6 | 0 | 0 | 0 | 174 | 296 | 261 | 557 | 87 | 222 | 21 | 14 | 256 | 37 | — | — | — | — | — | — |
| 2010 | 23 | INTL | Surprise Rafters | — | 38 | 31 | 10 | 0 | 0 | 0 | 7 | 4 | 0 | 2 | 0 | 323 | 447 | 323 | 770 | 370 | 11 | 18 | 367 | 134 | — | — | — | — | — | — | |
| 2011 | 24 | AAA | Nashville Sounds | — | 194 | 169 | 56 | 13 | 2 | 5 | 17 | 18 | 4 | 5 | 3 | 331 | 405 | 521 | 926 | 189 | 345 | 9 | 9 | 401 | 124 | — | — | — | — | — | — |
| 2011 | 24 | AA | Huntsville Stars | — | 211 | 189 | 57 | 9 | 4 | 0 | 17 | 25 | 3 | 10 | 5 | 302 | 368 | 392 | 760 | 90 | 348 | 12 | 8 | 341 | 72 | — | — | — | — | — | — |
| 2011 | 24 | A+ | Brevard County Manatees | — | 41 | 36 | 11 | 0 | 0 | 0 | 5 | 4 | 0 | 1 | 1 | 306 | 390 | 306 | 696 | 344 | 10 | 12 | 328 | 70 | — | — | — | — | — | — | |
| 2011 | 24 | INTL | Peoria Javelinas | — | 108 | 96 | 29 | 4 | 2 | 2 | 8 | 9 | 2 | 5 | 5 | 302 | 368 | 448 | 816 | 146 | 314 | 8 | 7 | 357 | 128 | — | — | — | — | — | — |
| 2012 | 25 | MLB | Milwaukee Brewers | — | 25 | 23 | 7 | 1 | 2 | 0 | 1 | 3 | 0 | 0 | 1 | 304 | 333 | 522 | 855 | 217 | 333 | 12 | 4 | 353 | 130 | +1 | -0 | +1 | +2 | +1 | 0.4 |
| 2012 | 25 | AAA | Nashville Sounds | — | 513 | 464 | 129 | 23 | 9 | 11 | 29 | 72 | 10 | 16 | 7 | 278 | 334 | 438 | 771 | 159 | 307 | 14 | 6 | 336 | 75 | — | — | — | — | — | — |
| 2013 | 26 | MLB | Milwaukee Brewers | — | 337 | 298 | 63 | 15 | 3 | 4 | 25 | 60 | 3 | 7 | 1 | 211 | 279 | 322 | 601 | 111 | 252 | 18 | 7 | 265 | 66 | -14 | +1 | +1 | -4 | +7 | -0.8 |
| 2014 | 27 | MLB | Milwaukee Brewers | — | 136 | 116 | 21 | 9 | 1 | 0 | 15 | 27 | 1 | 2 | 1 | 181 | 280 | 276 | 556 | 95 | 233 | 20 | 11 | 252 | 51 | -8 | +0 | +1 | -3 | +3 | -0.8 |
| 2014 | 27 | AAA | Nashville Sounds | — | 185 | 161 | 44 | 13 | 4 | 3 | 21 | 33 | 0 | 4 | 1 | 273 | 357 | 460 | 817 | 186 | 325 | 18 | 11 | 355 | 76 | — | — | — | — | — | — |
| 2015 | 28 | MLB | Milwaukee Brewers | — | 143 | 122 | 27 | 6 | 1 | 1 | 12 | 29 | 2 | 1 | 0 | 221 | 301 | 311 | 613 | 90 | 280 | 20 | 8 | 269 | 71 | -5 | +0 | -3 | +2 | +3 | -0.3 |
| 2015 | 28 | AAA | Colorado Springs Sky Sox | — | 282 | 260 | 67 | 15 | 2 | 1 | 14 | 35 | 0 | 3 | 1 | 258 | 296 | 342 | 638 | 85 | 291 | 12 | 5 | 279 | 30 | — | — | — | — | — | — |
| 2016 | 29 | MLB | Minnesota Twins | — | 74 | 63 | 15 | 3 | 1 | 0 | 8 | 16 | 2 | 0 | 0 | 238 | 342 | 317 | 660 | 79 | 319 | 22 | 11 | 304 | 92 | -1 | +0 | +0 | -3 | +2 | -0.2 |
| 2016 | 29 | AAA | Rochester Red Wings | — | 245 | 216 | 57 | 7 | 1 | 4 | 22 | 35 | 3 | 5 | 2 | 264 | 339 | 361 | 700 | 97 | 299 | 14 | 9 | 315 | 65 | — | — | — | — | — | — |
| 2017 | 30 | AAA | Norfolk Tides | — | 419 | 364 | 90 | 14 | 6 | 3 | 35 | 64 | 2 | 5 | 3 | 247 | 317 | 343 | 660 | 96 | 289 | 15 | 8 | 287 | 57 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 715 | 622 | 133 | 34 | 8 | 5 | 61 | 135 | 8 | 10 | 3 | 214 | 292 | 318 | 611 | 105 | 264 | 19 | 9 | 270 | 69 | -26 | +1 | +0 | -7 | +15 | -1.7 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2008 | 21 | A MLE | West Virginia Power | — | 196 | 184 | 41 | 10 | 2 | 0 | 5 | 56 | 1 | 3 | 8 | 223 | 247 | 299 | 546 | 76 | 299 | 29 | 3 | 233 | 44 | — | — | — | — | — | — |
| 2008 | 21 | ROK MLE | Helena Brewers | — | 31 | 27 | 6 | 0 | 1 | 2 | 3 | 6 | 0 | 1 | 0 | 222 | 300 | 519 | 819 | 296 | 151 | 19 | 10 | 286 | 80 | — | — | — | — | — | — |
| 2009 | 22 | AA MLE | Huntsville Stars | — | 30 | 24 | 5 | 0 | 1 | 0 | 3 | 4 | 2 | 1 | 0 | 208 | 345 | 292 | 636 | 83 | 234 | 13 | 10 | 278 | 74 | — | — | — | — | — | — |
| 2009 | 22 | A+ MLE | Brevard County Manatees | — | 505 | 467 | 128 | 29 | 5 | 5 | 28 | 75 | 5 | 16 | 8 | 274 | 322 | 390 | 712 | 116 | 309 | 15 | 6 | 308 | 95 | — | — | — | — | — | — |
| 2010 | 23 | A+ MLE | Brevard County Manatees | — | 28 | 24 | 4 | 2 | 0 | 0 | 3 | 8 | 0 | 0 | 0 | 167 | 259 | 250 | 509 | 83 | 212 | 29 | 11 | 223 | 37 | — | — | — | — | — | — |
| 2011 | 24 | AAA MLE | Nashville Sounds | — | 194 | 173 | 53 | 11 | 2 | 4 | 13 | 23 | 4 | 5 | 3 | 306 | 368 | 462 | 831 | 156 | 316 | 12 | 7 | 351 | 124 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | Huntsville Stars | — | 211 | 195 | 49 | 7 | 4 | 0 | 11 | 30 | 3 | 10 | 5 | 251 | 301 | 328 | 630 | 77 | 294 | 14 | 5 | 274 | 72 | — | — | — | — | — | — |
| 2011 | 24 | A+ MLE | Brevard County Manatees | — | 41 | 37 | 10 | 0 | 0 | 0 | 4 | 5 | 0 | 1 | 1 | 270 | 341 | 270 | 612 | 303 | 12 | 10 | 271 | 70 | — | — | — | — | — | — | |
| 2012 | 25 | MLB MLE | Milwaukee Brewers | — | 25 | 23 | 7 | 1 | 2 | 0 | 1 | 3 | 0 | 0 | 1 | 304 | 333 | 522 | 855 | 217 | 333 | 12 | 4 | 360 | 130 | +1 | -0 | +1 | +2 | +1 | 0.4 |
| 2012 | 25 | AAA MLE | Nashville Sounds | — | 513 | 472 | 112 | 19 | 8 | 9 | 21 | 91 | 10 | 16 | 7 | 237 | 284 | 369 | 653 | 131 | 268 | 18 | 4 | 279 | 75 | — | — | — | — | — | — |
| 2013 | 26 | MLB MLE | Milwaukee Brewers | — | 337 | 299 | 64 | 16 | 3 | 4 | 24 | 60 | 3 | 7 | 1 | 214 | 279 | 328 | 607 | 114 | 252 | 18 | 7 | 266 | 66 | -14 | +1 | +1 | -4 | +7 | -0.8 |
| 2014 | 27 | MLB MLE | Milwaukee Brewers | — | 136 | 119 | 22 | 10 | 1 | 0 | 12 | 27 | 1 | 2 | 1 | 185 | 265 | 286 | 551 | 101 | 233 | 20 | 9 | 244 | 51 | -8 | +0 | +1 | -3 | +3 | -0.8 |
| 2014 | 27 | AAA MLE | Nashville Sounds | — | 185 | 168 | 38 | 10 | 3 | 3 | 14 | 44 | 0 | 4 | 1 | 226 | 286 | 375 | 661 | 149 | 279 | 24 | 8 | 280 | 76 | — | — | — | — | — | — |
| 2015 | 28 | MLB MLE | Milwaukee Brewers | — | 143 | 122 | 27 | 6 | 1 | 1 | 12 | 29 | 2 | 1 | 0 | 221 | 301 | 311 | 613 | 90 | 280 | 20 | 8 | 273 | 71 | -5 | +0 | -3 | +2 | +3 | -0.3 |
| 2015 | 28 | AAA MLE | Colorado Springs Sky Sox | — | 282 | 264 | 54 | 10 | 1 | 1 | 10 | 46 | 0 | 3 | 1 | 205 | 234 | 261 | 495 | 57 | 232 | 16 | 4 | 213 | 30 | — | — | — | — | — | — |
| 2016 | 29 | MLB MLE | Minnesota Twins | — | 74 | 63 | 15 | 3 | 1 | 0 | 8 | 16 | 2 | 0 | 0 | 238 | 342 | 317 | 660 | 79 | 319 | 22 | 11 | 304 | 92 | -1 | +0 | +0 | -3 | +2 | -0.2 |
| 2016 | 29 | AAA MLE | Rochester Red Wings | — | 245 | 225 | 53 | 5 | 1 | 4 | 14 | 42 | 3 | 5 | 2 | 236 | 289 | 320 | 609 | 84 | 267 | 17 | 6 | 264 | 65 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Norfolk Tides | — | 419 | 375 | 85 | 12 | 5 | 3 | 24 | 77 | 2 | 5 | 3 | 227 | 277 | 309 | 586 | 83 | 262 | 18 | 6 | 253 | 57 | — | — | — | — | — | — |
| 2008 | 21 | A MLE | 2 teams | — | 227 | 211 | 46 | 10 | 2 | 2 | 8 | 62 | 1 | 4 | 8 | 218 | 250 | 313 | 563 | 95 | 291 | 27 | 4 | 240 | 49 | — | — | — | — | — | — |
| 2008 | 21 | A RAW | 2 teams | — | 227 | 206 | 56 | 13 | 3 | 2 | 13 | 46 | 1 | 4 | 8 | 272 | 318 | 393 | 711 | 121 | 333 | 20 | 6 | 308 | 49 | — | — | — | — | — | — |
| 2009 | 22 | A+ MLE | 2 teams | — | 535 | 491 | 133 | 29 | 6 | 5 | 31 | 79 | 7 | 17 | 8 | 271 | 323 | 385 | 708 | 114 | 311 | 15 | 6 | 306 | 93 | — | — | — | — | — | — |
| 2009 | 22 | A+ RAW | 2 teams | — | 535 | 480 | 148 | 31 | 7 | 6 | 42 | 56 | 7 | 17 | 8 | 308 | 372 | 440 | 812 | 131 | 336 | 10 | 8 | 359 | 93 | — | — | — | — | — | — |
| 2010 | 23 | INTL MLE | 2 teams | — | 66 | 58 | 9 | 5 | 0 | 0 | 7 | 20 | 0 | 2 | 0 | 155 | 246 | 241 | 488 | 86 | 231 | 30 | 11 | 223 | 37 | — | — | — | — | — | — |
| 2010 | 23 | INTL RAW | 2 teams | — | 66 | 54 | 14 | 2 | 0 | 0 | 11 | 10 | 0 | 2 | 0 | 259 | 385 | 296 | 681 | 37 | 311 | 15 | 17 | 320 | 37 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | 4 teams | — | 554 | 502 | 138 | 23 | 6 | 5 | 35 | 73 | 9 | 21 | 14 | 275 | 333 | 375 | 708 | 100 | 311 | 13 | 6 | 307 | 94 | — | — | — | — | — | — |
| 2011 | 24 | AA RAW | 4 teams | — | 554 | 490 | 153 | 26 | 8 | 7 | 47 | 56 | 9 | 21 | 14 | 312 | 383 | 441 | 824 | 129 | 340 | 10 | 8 | 364 | 94 | — | — | — | — | — | — |
| 2012 | 25 | AAA MLE | 2 teams | — | 538 | 495 | 120 | 21 | 10 | 9 | 22 | 94 | 10 | 16 | 8 | 242 | 288 | 380 | 668 | 137 | 280 | 17 | 4 | 283 | 78 | — | — | — | — | — | — |
| 2012 | 25 | AAA RAW | 2 teams | — | 538 | 487 | 136 | 24 | 11 | 11 | 30 | 75 | 10 | 16 | 8 | 279 | 334 | 441 | 775 | 162 | 309 | 14 | 6 | 337 | 78 | — | — | — | — | — | — |
| 2013 | 26 | MLB MLE | Milwaukee Brewers | — | 337 | 299 | 64 | 16 | 3 | 4 | 24 | 60 | 3 | 7 | 1 | 214 | 279 | 328 | 607 | 114 | 255 | 18 | 7 | 266 | 66 | -14 | +1 | +1 | -4 | +7 | -0.8 |
| 2013 | 26 | MLB RAW | Milwaukee Brewers | — | 337 | 298 | 63 | 15 | 3 | 4 | 25 | 60 | 3 | 7 | 1 | 211 | 279 | 322 | 601 | 111 | 252 | 18 | 7 | 265 | 66 | -14 | +1 | +1 | -4 | +7 | -0.8 |
| 2014 | 27 | AAA MLE | 2 teams | — | 321 | 287 | 60 | 20 | 4 | 3 | 26 | 71 | 1 | 6 | 2 | 209 | 277 | 338 | 615 | 129 | 265 | 22 | 8 | 265 | 65 | — | — | — | — | — | — |
| 2014 | 27 | AAA RAW | 2 teams | — | 321 | 277 | 65 | 22 | 5 | 3 | 36 | 60 | 1 | 6 | 2 | 235 | 325 | 383 | 708 | 148 | 287 | 19 | 11 | 312 | 65 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | 2 teams | — | 425 | 386 | 81 | 16 | 2 | 2 | 22 | 75 | 2 | 4 | 1 | 210 | 256 | 277 | 533 | 67 | 252 | 18 | 5 | 233 | 44 | — | — | — | — | — | — |
| 2015 | 28 | AAA RAW | 2 teams | — | 425 | 382 | 94 | 21 | 3 | 2 | 26 | 64 | 2 | 4 | 1 | 246 | 298 | 332 | 630 | 86 | 287 | 15 | 6 | 276 | 44 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | 2 teams | — | 319 | 288 | 68 | 8 | 2 | 4 | 22 | 58 | 5 | 5 | 2 | 236 | 302 | 319 | 621 | 83 | 283 | 18 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2016 | 29 | AAA RAW | 2 teams | — | 319 | 279 | 72 | 10 | 2 | 4 | 30 | 51 | 5 | 5 | 2 | 258 | 340 | 351 | 691 | 93 | 304 | 16 | 9 | 312 | 71 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Norfolk Tides | — | 419 | 375 | 85 | 12 | 5 | 3 | 24 | 77 | 2 | 5 | 3 | 227 | 277 | 309 | 586 | 83 | 274 | 18 | 6 | 253 | 57 | — | — | — | — | — | — |
| 2017 | 30 | AAA RAW | Norfolk Tides | — | 419 | 364 | 90 | 14 | 6 | 3 | 35 | 64 | 2 | 5 | 3 | 247 | 317 | 343 | 660 | 96 | 289 | 15 | 8 | 287 | 57 | — | — | — | — | — | — |
| 2008 | 21 | A MLE | 2 teams | — | 227 | 216 | 46 | 10 | 2 | 2 | 8 | 62 | 1 | 4 | 8 | 213 | 250 | 306 | 556 | 93 | 279 | 27 | 4 | 240 | 49 | — | — | — | — | — | — |
| 2009 | 22 | A+ MLE | 2 teams | — | 535 | 492 | 133 | 29 | 6 | 5 | 31 | 79 | 7 | 17 | 8 | 270 | 323 | 384 | 707 | 114 | 305 | 15 | 6 | 306 | 93 | — | — | — | — | — | — |
| 2010 | 23 | INTL MLE | 2 teams | — | 66 | 59 | 9 | 5 | 0 | 0 | 7 | 20 | 0 | 2 | 0 | 153 | 246 | 237 | 483 | 85 | 212 | 30 | 11 | 223 | 37 | — | — | — | — | — | — |
| 2011 | 24 | AA MLE | 4 teams | — | 554 | 505 | 138 | 23 | 6 | 5 | 35 | 73 | 9 | 21 | 14 | 273 | 333 | 372 | 706 | 99 | 304 | 13 | 6 | 307 | 94 | — | — | — | — | — | — |
| 2012 | 25 | AAA MLE | 2 teams | — | 538 | 501 | 120 | 21 | 10 | 9 | 22 | 94 | 10 | 16 | 8 | 240 | 288 | 375 | 664 | 136 | 271 | 17 | 4 | 283 | 78 | — | — | — | — | — | — |
| 2013 | 26 | MLB MLE | Milwaukee Brewers | — | 337 | 307 | 64 | 16 | 3 | 4 | 24 | 60 | 3 | 7 | 1 | 208 | 279 | 319 | 598 | 111 | 252 | 18 | 7 | 266 | 66 | — | — | — | — | — | — |
| 2014 | 27 | AAA MLE | 2 teams | — | 321 | 291 | 60 | 20 | 4 | 3 | 26 | 71 | 1 | 6 | 2 | 206 | 277 | 333 | 610 | 127 | 260 | 22 | 8 | 265 | 65 | — | — | — | — | — | — |
| 2015 | 28 | AAA MLE | 2 teams | — | 425 | 398 | 81 | 16 | 2 | 2 | 22 | 75 | 2 | 4 | 1 | 204 | 256 | 269 | 525 | 65 | 248 | 18 | 5 | 233 | 44 | — | — | — | — | — | — |
| 2016 | 29 | AAA MLE | 2 teams | — | 319 | 289 | 68 | 8 | 2 | 4 | 22 | 58 | 5 | 5 | 2 | 235 | 302 | 318 | 620 | 83 | 279 | 18 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2017 | 30 | AAA MLE | Norfolk Tides | — | 419 | 390 | 85 | 12 | 5 | 3 | 24 | 77 | 2 | 5 | 3 | 218 | 277 | 297 | 574 | 79 | 262 | 18 | 6 | 253 | 57 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 715 | 622 | 133 | 34 | 8 | 5 | 61 | 135 | 8 | 10 | 3 | 214 | 292 | 318 | 611 | 105 | 264 | 19 | 9 | 270 | 71 | -26 | +1 | +0 | -7 | +15 | -1.7 | |
| / 162G | — | A+C | — | 650 | 565 | 121 | 31 | 7 | 5 | 55 | 123 | 7 | 9 | 3 | 214 | 291 | 320 | 612 | 106 | 264 | 19 | 8 | 270 | 71 | -24 | +1 | +0 | -6 | +14 | -1.6 | |
| Career | — | MLE | — | 3741 | 3392 | 804 | 160 | 40 | 37 | 221 | 669 | 40 | 87 | 47 | 237 | 292 | 341 | 632 | 103 | 283 | 18 | 6 | 273 | 71 | -26 | +1 | +0 | -7 | +15 | -1.7 | |
| / 162G | — | MLE | — | 650 | 589 | 140 | 28 | 7 | 6 | 38 | 116 | 7 | 15 | 8 | 238 | 292 | 340 | 631 | 102 | 284 | 18 | 6 | 273 | 71 | -24 | +1 | +0 | -6 | +14 | -1.6 | |
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.
2017 AAANorfolk Tides · 419 PAwOBA .283 → .253 (−30)K% 15.3% → 18.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.27% | ÷0.995 | ×1.200 | — | — | 18.43% |
| BB% (unintentional) /PA | 8.35% | ÷0.948 | ×0.690 | — | ×0.962 | 5.85% |
| HBP% /PA | 0.48% | — | ×0.940 | — | ×0.962 | 0.43% |
| Singles /BIP | 22.33% | ÷0.989 | ×0.930 | ×1.028 | ×0.962 | 20.76% |
| Doubles /BIP | 4.67% | ÷1.001 | ×0.830 | ×1.028 | ×0.962 | 3.83% |
| Triples /BIP | 2.00% | ÷1.150 | ×0.970 | ×1.028 | ×0.962 | 1.67% |
| Home runs /BIP | 1.00% | ÷0.866 | ×0.840 | — | ×0.962 | 0.93% |
Factors used: league row IL. Park (home-season share, regressed): HR 73, 1B 98, 2B 100, 3B 130, K 99, BB 90 — applied at half strength. Age: age 31 vs a level average of 27.2 → −3.8% on BB/HBP/hit rates (3.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.028.
Result: wOBA .283 → .253; ISO .096 → .086; BABIP .289 → .262. 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 AAARochester Red Wings · 245 PAwOBA .306 → .264 (−42)K% 14.3% → 17.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.29% | ÷1.007 | ×1.200 | — | — | 17.02% |
| BB% (unintentional) /PA | 8.57% | ÷0.968 | ×0.690 | — | ×0.972 | 5.94% |
| HBP% /PA | 1.22% | — | ×0.940 | — | ×0.972 | 1.12% |
| Singles /BIP | 24.86% | ÷0.953 | ×0.930 | ×0.984 | ×0.972 | 23.21% |
| Doubles /BIP | 3.87% | ÷1.224 | ×0.830 | ×0.984 | ×0.972 | 2.51% |
| Triples /BIP | 0.55% | ÷0.971 | ×0.970 | ×0.984 | ×0.972 | 0.53% |
| Home runs /BIP | 2.21% | ÷0.951 | ×0.840 | — | ×0.972 | 1.90% |
Factors used: league row IL. Park (home-season share, regressed): HR 90, 1B 90, 2B 145, 3B 94, K 101, BB 94 — 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 ×0.984.
Result: wOBA .306 → .264; ISO .097 → .080; BABIP .299 → .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 AAAColorado Springs Sky Sox · 282 PAwOBA .275 → .213 (−61)K% 12.4% → 16.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.41% | ÷0.979 | ×1.290 | — | — | 16.35% |
| BB% (unintentional) /PA | 4.96% | ÷1.015 | ×0.710 | — | ×0.982 | 3.41% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.982 | 0.00% |
| Singles /BIP | 21.78% | ÷1.044 | ×0.900 | ×0.999 | ×0.982 | 18.42% |
| Doubles /BIP | 6.67% | ÷1.214 | ×0.810 | ×0.999 | ×0.982 | 4.36% |
| Triples /BIP | 0.89% | ÷1.150 | ×0.810 | ×0.999 | ×0.982 | 0.61% |
| Home runs /BIP | 0.44% | ÷0.886 | ×0.780 | — | ×0.982 | 0.38% |
Factors used: league row PCL. Park (home-season share, regressed): HR 77, 1B 109, 2B 143, 3B 130, K 96, 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 ×0.999.
Result: wOBA .275 → .213; ISO .085 → .059; BABIP .291 → .232. 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 · 185 PAwOBA .348 → .280 (−68)K% 17.8% → 23.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.84% | ÷0.964 | ×1.290 | — | — | 23.87% |
| BB% (unintentional) /PA | 11.35% | ÷1.040 | ×0.710 | — | ×0.992 | 7.68% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.992 | 0.00% |
| Singles /BIP | 18.75% | ÷0.975 | ×0.900 | ×1.007 | ×0.992 | 17.28% |
| Doubles /BIP | 10.16% | ÷1.051 | ×0.810 | ×1.007 | ×0.992 | 7.82% |
| Triples /BIP | 3.12% | ÷1.018 | ×0.810 | ×1.007 | ×0.992 | 2.48% |
| Home runs /BIP | 2.34% | ÷0.875 | ×0.780 | — | ×0.992 | 2.07% |
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 ×1.007.
Result: wOBA .348 → .280; ISO .186 → .149; BABIP .325 → .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).
2012 AAANashville Sounds · 513 PAwOBA .329 → .279 (−50)K% 14.0% → 17.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.04% | ÷1.024 | ×1.290 | — | — | 17.68% |
| BB% (unintentional) /PA | 5.65% | ÷1.003 | ×0.710 | — | ×1.018 | 4.07% |
| HBP% /PA | 1.95% | — | ×0.980 | — | ×1.018 | 1.94% |
| Singles /BIP | 21.94% | ÷1.016 | ×0.900 | ×0.984 | ×1.018 | 19.47% |
| Doubles /BIP | 5.87% | ÷0.957 | ×0.810 | ×0.984 | ×1.018 | 4.97% |
| Triples /BIP | 2.30% | ÷0.938 | ×0.810 | ×0.984 | ×1.018 | 1.99% |
| Home runs /BIP | 2.81% | ÷1.022 | ×0.780 | — | ×1.018 | 2.18% |
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 ×0.984.
Result: wOBA .329 → .279; ISO .159 → .131; BABIP .307 → .268. 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 AAHuntsville Stars · 211 PAwOBA .332 → .274 (−58)K% 11.8% → 14.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.85% | ÷1.005 | ×1.220 | — | — | 14.38% |
| BB% (unintentional) /PA | 8.06% | ÷1.047 | ×0.680 | — | ×0.998 | 5.22% |
| HBP% /PA | 1.42% | — | ×0.840 | — | ×0.998 | 1.19% |
| Singles /BIP | 26.83% | ÷1.023 | ×0.920 | ×0.951 | ×0.998 | 22.90% |
| Doubles /BIP | 5.49% | ÷1.087 | ×0.910 | ×0.951 | ×0.998 | 4.36% |
| Triples /BIP | 2.44% | ÷0.933 | ×0.880 | ×0.951 | ×0.998 | 2.18% |
| Home runs /BIP | 0.00% | ÷0.993 | ×0.800 | — | ×0.998 | 0.00% |
Factors used: league row SL. Park (home-season share, regressed): HR 99, 1B 105, 2B 117, 3B 87, K 101, BB 109 — 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 ×0.951.
Result: wOBA .332 → .274; ISO .090 → .077; BABIP .348 → .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).
2011 AAANashville Sounds · 194 PAwOBA .394 → .351 (−43)K% 9.3% → 11.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.28% | ÷1.035 | ×1.290 | — | — | 11.57% |
| BB% (unintentional) /PA | 8.76% | ÷0.950 | ×0.710 | — | ×1.033 | 6.77% |
| HBP% /PA | 2.06% | — | ×0.980 | — | ×1.033 | 2.09% |
| Singles /BIP | 23.84% | ÷0.980 | ×0.900 | ×1.019 | ×1.033 | 23.05% |
| Doubles /BIP | 8.61% | ÷1.024 | ×0.810 | ×1.019 | ×1.033 | 7.17% |
| Triples /BIP | 1.32% | ÷1.150 | ×0.810 | ×1.019 | ×1.033 | 0.98% |
| Home runs /BIP | 3.31% | ÷1.028 | ×0.780 | — | ×1.033 | 2.60% |
Factors used: league row PCL. Park (home-season share, regressed): HR 106, 1B 96, 2B 105, 3B 130, K 107, BB 90 — 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 ×1.019.
Result: wOBA .394 → .351; ISO .189 → .155; BABIP .345 → .316. 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 A+Brevard County Manatees · 41 PAwOBA .320 → .271 (−49)K% 9.8% → 13.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.76% | ÷1.032 | ×1.420 | — | — | 13.42% |
| BB% (unintentional) /PA | 12.20% | ÷0.941 | ×0.750 | — | ×0.978 | 9.51% |
| HBP% /PA | 0.00% | — | ×0.930 | — | ×0.978 | 0.00% |
| Singles /BIP | 34.38% | ÷1.019 | ×0.920 | — | ×0.978 | 30.35% |
| Doubles /BIP | 0.00% | ÷0.881 | ×0.960 | — | ×0.978 | 0.00% |
| Triples /BIP | 0.00% | ÷0.915 | ×0.810 | — | ×0.978 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.017 | ×0.880 | — | ×0.978 | 0.00% |
Factors used: league row FSL. Park (home-season share, regressed): HR 103, 1B 104, 2B 76, 3B 83, K 106, BB 88 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average).
Result: wOBA .320 → .271; ISO .000 → .000; BABIP .344 → .303. 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 — .