David Murphy
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2014 | 32 | MLBCleveland Ind… | 462 | .262/.324/.385 | 8 | 2 | 96 | -1.0 | ||
| 2015 | 33 | MLBLAA | 391 | .283/.319/.421 | 10 | 0 | 105 | 0.0 | ||
| 2016 | 34 | AAAWSH | 39 | .194/.256/.306 | 1 | 0 | 20 | — | .162/.205/.270 | |
| 2017 | 35 | No MLB games played | ||||||||
| 2018 | 36 | No MLB games played | ||||||||
| 2019 | 37 | No MLB games played | ||||||||
| 2020 | 38 | No MLB games played | ||||||||
| 2021 | 39 | No MLB games played | ||||||||
| 2022 | 40 | No MLB games played | ||||||||
| 2023 | 41 | No MLB games played | ||||||||
| 2024 | 42 | No MLB games played | ||||||||
| 2025 | 43 | No MLB games played | ||||||||
| 2026 | 44 | 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 | 23 | AA | Portland Sea Dogs | — | 542 | 484 | 133 | 25 | 4 | 14 | 46 | 83 | 1 | 13 | 6 | 275 | 335 | 430 | 764 | 155 | 305 | 15 | 8 | 336 | 89 | — | — | — | — | — | — |
| 2006 | 24 | MLB | Boston Red Sox | — | 26 | 22 | 5 | 1 | 0 | 1 | 4 | 4 | 0 | 0 | 0 | 227 | 346 | 409 | 755 | 182 | 235 | 15 | 15 | 341 | 117 | +1 | +0 | -2 | +2 | +1 | 0.1 |
| 2006 | 24 | AAA | Pawtucket Red Sox | — | 366 | 318 | 85 | 23 | 5 | 8 | 45 | 53 | 0 | 3 | 3 | 267 | 358 | 447 | 805 | 179 | 296 | 14 | 12 | 355 | 96 | — | — | — | — | — | — |
| 2006 | 24 | AA | Portland Sea Dogs | — | 184 | 172 | 47 | 17 | 1 | 3 | 11 | 29 | 0 | 4 | 2 | 273 | 317 | 436 | 753 | 163 | 312 | 16 | 6 | 331 | 82 | — | — | — | — | — | — |
| 2007 | 25 | MLB | Texas Rangers | — | 112 | 105 | 36 | 12 | 2 | 2 | 7 | 20 | 0 | 0 | 0 | 343 | 384 | 552 | 936 | 210 | 410 | 18 | 6 | 409 | 163 | +8 | +0 | -0 | -6 | +2 | 0.5 |
| 2007 | 25 | AAA | Oklahoma RedHawks | — | 451 | 407 | 114 | 20 | 5 | 9 | 41 | 71 | 1 | 8 | 2 | 280 | 347 | 420 | 768 | 140 | 319 | 16 | 9 | 342 | 74 | — | — | — | — | — | — |
| 2008 | 26 | MLB | Texas Rangers | — | 454 | 415 | 114 | 28 | 3 | 15 | 31 | 70 | 0 | 7 | 2 | 275 | 325 | 465 | 790 | 190 | 295 | 15 | 7 | 342 | 114 | +8 | +1 | +1 | -5 | +10 | 1.4 |
| 2009 | 27 | MLB | Texas Rangers | — | 494 | 432 | 116 | 24 | 1 | 17 | 49 | 106 | 1 | 9 | 4 | 269 | 344 | 447 | 790 | 178 | 311 | 21 | 10 | 344 | 116 | +9 | +0 | -3 | -5 | +11 | 1.2 |
| 2010 | 28 | MLB | Texas Rangers | — | 471 | 419 | 122 | 26 | 2 | 12 | 45 | 71 | 0 | 14 | 2 | 291 | 357 | 449 | 806 | 158 | 324 | 15 | 10 | 355 | 116 | +9 | +2 | -7 | -5 | +10 | 0.9 |
| 2011 | 29 | MLB | Texas Rangers | — | 440 | 404 | 111 | 14 | 2 | 11 | 33 | 61 | 0 | 11 | 6 | 275 | 330 | 401 | 731 | 126 | 299 | 14 | 8 | 325 | 97 | -2 | -0 | -4 | -5 | +10 | -0.1 |
| 2012 | 30 | MLB | Texas Rangers | — | 521 | 457 | 139 | 29 | 3 | 15 | 54 | 74 | 4 | 10 | 5 | 304 | 381 | 479 | 860 | 175 | 333 | 14 | 10 | 378 | 127 | +17 | +0 | -2 | -6 | +11 | 2.1 |
| 2013 | 31 | MLB | Texas Rangers | — | 476 | 436 | 96 | 26 | 1 | 13 | 37 | 59 | 1 | 1 | 4 | 220 | 282 | 374 | 656 | 154 | 227 | 12 | 8 | 293 | 74 | -14 | -1 | +0 | -5 | +10 | -1.1 |
| 2014 | 32 | MLB | Cleveland Indians | — | 462 | 416 | 109 | 25 | 1 | 8 | 36 | 61 | 2 | 2 | 3 | 262 | 324 | 385 | 708 | 123 | 285 | 13 | 8 | 313 | 96 | -2 | -1 | -11 | -5 | +10 | -1.0 |
| 2015 | 33 | MLB | Los Angeles Angels | — | 391 | 361 | 102 | 18 | 1 | 10 | 20 | 49 | 1 | 0 | 2 | 283 | 319 | 421 | 741 | 139 | 300 | 13 | 5 | 323 | 105 | +2 | -1 | -5 | -4 | +8 | 0.0 |
| 2016 | 34 | AAA | Rochester Red Wings | — | 39 | 36 | 7 | 1 | 0 | 1 | 3 | 9 | 0 | 0 | 0 | 194 | 256 | 306 | 562 | 111 | 231 | 23 | 8 | 256 | 20 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 3847 | 3467 | 950 | 203 | 16 | 104 | 316 | 575 | 9 | 54 | 28 | 274 | 335 | 432 | 767 | 158 | 299 | 15 | 8 | 337 | 114 | +66 | -0 | -35 | -44 | +83 | 7.2 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 23 | AA MLE | Portland Sea Dogs | — | 542 | 507 | 131 | 23 | 4 | 11 | 30 | 101 | 1 | 13 | 6 | 258 | 301 | 385 | 686 | 126 | 299 | 19 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2006 | 24 | MLB MLE | Boston Red Sox | — | 26 | 22 | 5 | 1 | 0 | 1 | 4 | 4 | 0 | 0 | 0 | 227 | 346 | 409 | 755 | 182 | 235 | 15 | 15 | 341 | 117 | +1 | +0 | -2 | +2 | +1 | 0.1 |
| 2006 | 24 | AAA MLE | Pawtucket Red Sox | — | 366 | 337 | 82 | 21 | 5 | 7 | 26 | 64 | 0 | 3 | 3 | 243 | 298 | 398 | 695 | 154 | 277 | 17 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2006 | 24 | AA MLE | Portland Sea Dogs | — | 184 | 175 | 44 | 15 | 1 | 2 | 8 | 35 | 0 | 4 | 2 | 251 | 284 | 383 | 667 | 131 | 302 | 19 | 4 | 290 | 82 | — | — | — | — | — | — |
| 2007 | 25 | MLB MLE | Texas Rangers | — | 112 | 105 | 36 | 12 | 2 | 2 | 7 | 20 | 0 | 0 | 0 | 343 | 384 | 552 | 936 | 210 | 410 | 18 | 6 | 409 | 163 | +8 | +0 | -0 | -6 | +2 | 0.5 |
| 2007 | 25 | AAA MLE | Oklahoma RedHawks | — | 451 | 420 | 99 | 16 | 4 | 7 | 28 | 92 | 1 | 8 | 2 | 236 | 285 | 343 | 628 | 107 | 284 | 20 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2008 | 26 | MLB MLE | Texas Rangers | — | 454 | 418 | 114 | 28 | 3 | 15 | 28 | 70 | 0 | 7 | 2 | 273 | 318 | 462 | 780 | 189 | 295 | 15 | 6 | 337 | 114 | +8 | +1 | +1 | -5 | +10 | 1.4 |
| 2009 | 27 | MLB MLE | Texas Rangers | — | 494 | 436 | 116 | 24 | 1 | 17 | 46 | 106 | 1 | 9 | 4 | 266 | 337 | 443 | 780 | 177 | 311 | 21 | 9 | 339 | 116 | +9 | +0 | -3 | -5 | +11 | 1.2 |
| 2010 | 28 | MLB MLE | Texas Rangers | — | 471 | 425 | 120 | 24 | 2 | 12 | 43 | 71 | 0 | 14 | 2 | 282 | 348 | 433 | 781 | 151 | 324 | 15 | 9 | 339 | 116 | +9 | +2 | -7 | -5 | +10 | 0.9 |
| 2011 | 29 | MLB MLE | Texas Rangers | — | 440 | 407 | 110 | 13 | 2 | 11 | 30 | 61 | 0 | 11 | 6 | 270 | 320 | 393 | 713 | 123 | 299 | 14 | 7 | 311 | 97 | -2 | -0 | -4 | -5 | +10 | -0.1 |
| 2012 | 30 | MLB MLE | Texas Rangers | — | 521 | 466 | 136 | 27 | 3 | 14 | 47 | 74 | 4 | 10 | 5 | 292 | 362 | 453 | 814 | 161 | 333 | 14 | 9 | 356 | 127 | +17 | +0 | -2 | -6 | +11 | 2.1 |
| 2013 | 31 | MLB MLE | Texas Rangers | — | 476 | 439 | 93 | 24 | 1 | 12 | 35 | 59 | 1 | 1 | 4 | 212 | 272 | 353 | 625 | 141 | 227 | 12 | 7 | 278 | 74 | -14 | -1 | +0 | -5 | +10 | -1.1 |
| 2014 | 32 | MLB MLE | Cleveland Indians | — | 462 | 418 | 109 | 25 | 1 | 8 | 34 | 61 | 2 | 2 | 3 | 261 | 319 | 383 | 702 | 122 | 285 | 13 | 7 | 310 | 96 | -2 | -1 | -11 | -5 | +10 | -1.0 |
| 2015 | 33 | MLB MLE | Los Angeles Angels | — | 391 | 365 | 103 | 19 | 1 | 10 | 19 | 49 | 1 | 0 | 2 | 282 | 319 | 422 | 741 | 140 | 300 | 13 | 5 | 323 | 105 | +2 | -1 | -5 | -4 | +8 | 0.0 |
| 2016 | 34 | AAA MLE | Rochester Red Wings | — | 39 | 37 | 6 | 1 | 0 | 1 | 2 | 11 | 0 | 0 | 0 | 162 | 205 | 270 | 475 | 108 | 200 | 28 | 5 | 198 | 20 | — | — | — | — | — | — |
| 2005 | 23 | AA MLE | Portland Sea Dogs | — | 542 | 507 | 131 | 23 | 4 | 11 | 30 | 101 | 1 | 13 | 6 | 258 | 301 | 385 | 686 | 126 | 302 | 19 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2005 | 23 | AA RAW | Portland Sea Dogs | — | 542 | 484 | 133 | 25 | 4 | 14 | 46 | 83 | 1 | 13 | 6 | 275 | 335 | 430 | 764 | 155 | 305 | 15 | 8 | 336 | 89 | — | — | — | — | — | — |
| 2006 | 24 | AAA MLE | 3 teams | — | 576 | 534 | 132 | 37 | 6 | 11 | 38 | 103 | 0 | 7 | 5 | 247 | 297 | 401 | 698 | 154 | 285 | 18 | 7 | 305 | 93 | — | — | — | — | — | — |
| 2006 | 24 | AAA RAW | 3 teams | — | 576 | 512 | 137 | 41 | 6 | 12 | 60 | 86 | 0 | 7 | 5 | 268 | 344 | 441 | 786 | 174 | 299 | 15 | 10 | 347 | 93 | — | — | — | — | — | — |
| 2007 | 25 | AAA MLE | 2 teams | — | 563 | 525 | 135 | 28 | 6 | 9 | 35 | 112 | 1 | 8 | 2 | 257 | 305 | 385 | 690 | 128 | 310 | 20 | 6 | 304 | 92 | — | — | — | — | — | — |
| 2007 | 25 | AAA RAW | 2 teams | — | 563 | 512 | 150 | 32 | 7 | 11 | 48 | 91 | 1 | 8 | 2 | 293 | 355 | 447 | 802 | 154 | 337 | 16 | 9 | 355 | 92 | — | — | — | — | — | — |
| 2008 | 26 | MLB MLE | Texas Rangers | — | 454 | 418 | 114 | 28 | 3 | 15 | 28 | 70 | 0 | 7 | 2 | 273 | 318 | 462 | 780 | 189 | 292 | 15 | 6 | 337 | 114 | +8 | +1 | +1 | -5 | +10 | 1.4 |
| 2008 | 26 | MLB RAW | Texas Rangers | — | 454 | 415 | 114 | 28 | 3 | 15 | 31 | 70 | 0 | 7 | 2 | 275 | 325 | 465 | 790 | 190 | 295 | 15 | 7 | 342 | 114 | +8 | +1 | +1 | -5 | +10 | 1.4 |
| 2009 | 27 | MLB MLE | Texas Rangers | — | 494 | 436 | 116 | 24 | 1 | 17 | 46 | 106 | 1 | 9 | 4 | 266 | 337 | 443 | 780 | 177 | 307 | 21 | 9 | 339 | 116 | +9 | +0 | -3 | -5 | +11 | 1.2 |
| 2009 | 27 | MLB RAW | Texas Rangers | — | 494 | 432 | 116 | 24 | 1 | 17 | 49 | 106 | 1 | 9 | 4 | 269 | 344 | 447 | 790 | 178 | 311 | 21 | 10 | 344 | 116 | +9 | +0 | -3 | -5 | +11 | 1.2 |
| 2010 | 28 | MLB MLE | Texas Rangers | — | 471 | 425 | 120 | 24 | 2 | 12 | 43 | 71 | 0 | 14 | 2 | 282 | 348 | 433 | 781 | 151 | 313 | 15 | 9 | 339 | 116 | +9 | +2 | -7 | -5 | +10 | 0.9 |
| 2010 | 28 | MLB RAW | Texas Rangers | — | 471 | 419 | 122 | 26 | 2 | 12 | 45 | 71 | 0 | 14 | 2 | 291 | 357 | 449 | 806 | 158 | 324 | 15 | 10 | 355 | 116 | +9 | +2 | -7 | -5 | +10 | 0.9 |
| 2011 | 29 | MLB MLE | Texas Rangers | — | 440 | 407 | 110 | 13 | 2 | 11 | 30 | 61 | 0 | 11 | 6 | 270 | 320 | 393 | 713 | 123 | 294 | 14 | 7 | 311 | 97 | -2 | -0 | -4 | -5 | +10 | -0.1 |
| 2011 | 29 | MLB RAW | Texas Rangers | — | 440 | 404 | 111 | 14 | 2 | 11 | 33 | 61 | 0 | 11 | 6 | 275 | 330 | 401 | 731 | 126 | 299 | 14 | 8 | 325 | 97 | -2 | -0 | -4 | -5 | +10 | -0.1 |
| 2012 | 30 | MLB MLE | Texas Rangers | — | 521 | 466 | 136 | 27 | 3 | 14 | 47 | 74 | 4 | 10 | 5 | 292 | 362 | 453 | 814 | 161 | 319 | 14 | 9 | 356 | 127 | +17 | +0 | -2 | -6 | +11 | 2.1 |
| 2012 | 30 | MLB RAW | Texas Rangers | — | 521 | 457 | 139 | 29 | 3 | 15 | 54 | 74 | 4 | 10 | 5 | 304 | 381 | 479 | 860 | 175 | 333 | 14 | 10 | 378 | 127 | +17 | +0 | -2 | -6 | +11 | 2.1 |
| 2013 | 31 | MLB MLE | Texas Rangers | — | 476 | 439 | 93 | 24 | 1 | 12 | 35 | 59 | 1 | 1 | 4 | 212 | 272 | 353 | 625 | 141 | 220 | 12 | 7 | 278 | 74 | -14 | -1 | +0 | -5 | +10 | -1.1 |
| 2013 | 31 | MLB RAW | Texas Rangers | — | 476 | 436 | 96 | 26 | 1 | 13 | 37 | 59 | 1 | 1 | 4 | 220 | 282 | 374 | 656 | 154 | 227 | 12 | 8 | 293 | 74 | -14 | -1 | +0 | -5 | +10 | -1.1 |
| 2014 | 32 | MLB MLE | Cleveland Indians | — | 462 | 418 | 109 | 25 | 1 | 8 | 34 | 61 | 2 | 2 | 3 | 261 | 319 | 383 | 702 | 122 | 284 | 13 | 7 | 310 | 96 | -2 | -1 | -11 | -5 | +10 | -1.0 |
| 2014 | 32 | MLB RAW | Cleveland Indians | — | 462 | 416 | 109 | 25 | 1 | 8 | 36 | 61 | 2 | 2 | 3 | 262 | 324 | 385 | 708 | 123 | 285 | 13 | 8 | 313 | 96 | -2 | -1 | -11 | -5 | +10 | -1.0 |
| 2015 | 33 | MLB MLE | Los Angeles Angels | — | 391 | 365 | 103 | 19 | 1 | 10 | 19 | 49 | 1 | 0 | 2 | 282 | 319 | 422 | 741 | 140 | 299 | 13 | 5 | 323 | 105 | +2 | -1 | -5 | -4 | +8 | 0.0 |
| 2015 | 33 | MLB RAW | Los Angeles Angels | — | 391 | 361 | 102 | 18 | 1 | 10 | 20 | 49 | 1 | 0 | 2 | 283 | 319 | 421 | 741 | 139 | 300 | 13 | 5 | 323 | 105 | +2 | -1 | -5 | -4 | +8 | 0.0 |
| 2016 | 34 | AAA MLE | Rochester Red Wings | — | 39 | 37 | 6 | 1 | 0 | 1 | 2 | 11 | 0 | 0 | 0 | 162 | 205 | 270 | 475 | 108 | 200 | 28 | 5 | 198 | 20 | — | — | — | — | — | — |
| 2016 | 34 | AAA RAW | Rochester Red Wings | — | 39 | 36 | 7 | 1 | 0 | 1 | 3 | 9 | 0 | 0 | 0 | 194 | 256 | 306 | 562 | 111 | 231 | 23 | 8 | 256 | 20 | — | — | — | — | — | — |
| 2005 | 23 | AA MLE | Portland Sea Dogs | — | 542 | 506 | 131 | 23 | 4 | 11 | 30 | 101 | 1 | 13 | 6 | 259 | 301 | 385 | 686 | 126 | 299 | 19 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2006 | 24 | AAA MLE | 3 teams | — | 576 | 533 | 132 | 37 | 6 | 11 | 38 | 103 | 0 | 7 | 5 | 248 | 297 | 402 | 699 | 154 | 283 | 18 | 7 | 305 | 93 | — | — | — | — | — | — |
| 2007 | 25 | AAA MLE | 2 teams | — | 563 | 522 | 135 | 28 | 6 | 9 | 35 | 112 | 1 | 8 | 2 | 259 | 305 | 387 | 692 | 128 | 309 | 20 | 6 | 304 | 92 | — | — | — | — | — | — |
| 2008 | 26 | MLB MLE | Texas Rangers | — | 454 | 423 | 114 | 28 | 3 | 15 | 28 | 70 | 0 | 7 | 2 | 270 | 318 | 456 | 775 | 187 | 295 | 15 | 6 | 337 | 114 | — | — | — | — | — | — |
| 2009 | 27 | MLB MLE | Texas Rangers | — | 494 | 444 | 116 | 24 | 1 | 17 | 46 | 106 | 1 | 9 | 4 | 261 | 337 | 435 | 772 | 173 | 311 | 21 | 9 | 339 | 116 | — | — | — | — | — | — |
| 2010 | 28 | MLB MLE | Texas Rangers | — | 471 | 425 | 120 | 24 | 2 | 12 | 43 | 71 | 0 | 14 | 2 | 282 | 348 | 433 | 781 | 151 | 324 | 15 | 9 | 339 | 116 | — | — | — | — | — | — |
| 2011 | 29 | MLB MLE | Texas Rangers | — | 440 | 407 | 110 | 13 | 2 | 11 | 30 | 61 | 0 | 11 | 6 | 270 | 320 | 393 | 713 | 123 | 299 | 14 | 7 | 311 | 97 | — | — | — | — | — | — |
| 2012 | 30 | MLB MLE | Texas Rangers | — | 521 | 465 | 136 | 27 | 3 | 14 | 47 | 74 | 4 | 10 | 5 | 292 | 362 | 454 | 815 | 161 | 333 | 14 | 9 | 356 | 127 | — | — | — | — | — | — |
| 2013 | 31 | MLB MLE | Texas Rangers | — | 476 | 437 | 93 | 24 | 1 | 12 | 35 | 59 | 1 | 1 | 4 | 213 | 272 | 355 | 626 | 142 | 227 | 12 | 7 | 278 | 74 | — | — | — | — | — | — |
| 2014 | 32 | MLB MLE | Cleveland Indians | — | 462 | 423 | 109 | 25 | 1 | 8 | 34 | 61 | 2 | 2 | 3 | 258 | 319 | 378 | 698 | 121 | 285 | 13 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2015 | 33 | MLB MLE | Los Angeles Angels | — | 391 | 368 | 103 | 19 | 1 | 10 | 19 | 49 | 1 | 0 | 2 | 280 | 319 | 418 | 738 | 139 | 300 | 13 | 5 | 323 | 105 | — | — | — | — | — | — |
| 2016 | 34 | AAA MLE | Rochester Red Wings | — | 39 | 37 | 6 | 1 | 0 | 1 | 2 | 11 | 0 | 0 | 0 | 162 | 205 | 270 | 475 | 108 | 200 | 28 | 5 | 198 | 20 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 3847 | 3467 | 950 | 203 | 16 | 104 | 316 | 575 | 9 | 54 | 28 | 274 | 335 | 432 | 767 | 158 | 299 | 15 | 8 | 337 | 101 | +66 | -0 | -35 | -44 | +83 | 7.2 | |
| / 162G | — | A+C | — | 650 | 586 | 161 | 34 | 3 | 18 | 53 | 97 | 2 | 9 | 5 | 275 | 336 | 435 | 771 | 160 | 300 | 15 | 8 | 337 | 101 | +11 | -0 | -6 | -7 | +14 | 1.2 | |
| Career | — | MLE | — | 5429 | 4977 | 1305 | 273 | 30 | 131 | 387 | 878 | 11 | 82 | 41 | 262 | 317 | 408 | 725 | 146 | 292 | 16 | 7 | 317 | 101 | +66 | -0 | -35 | -44 | +83 | 7.2 | |
| / 162G | — | MLE | — | 650 | 596 | 157 | 33 | 4 | 16 | 46 | 105 | 1 | 10 | 5 | 263 | 317 | 413 | 730 | 149 | 293 | 16 | 7 | 317 | 101 | +11 | -0 | -6 | -7 | +14 | 1.2 | |
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 AAARochester Red Wings · 39 PAwOBA .249 → .198 (−52)K% 23.1% → 27.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.08% | ÷1.007 | ×1.200 | — | — | 27.49% |
| BB% (unintentional) /PA | 7.69% | ÷0.968 | ×0.690 | — | ×0.940 | 5.16% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.940 | 0.00% |
| Singles /BIP | 18.52% | ÷0.953 | ×0.930 | — | ×0.940 | 17.00% |
| Doubles /BIP | 3.70% | ÷1.224 | ×0.830 | — | ×0.940 | 2.36% |
| Triples /BIP | 0.00% | ÷0.971 | ×0.970 | — | ×0.940 | 0.00% |
| Home runs /BIP | 3.70% | ÷0.951 | ×0.840 | — | ×0.940 | 3.07% |
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 35 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (7.8 yr older than average).
Result: wOBA .249 → .198; ISO .111 → .085; BABIP .231 → .200. 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 AAAOklahoma RedHawks · 451 PAwOBA .333 → .278 (−55)K% 15.7% → 20.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.74% | ÷1.000 | ×1.290 | — | — | 20.31% |
| BB% (unintentional) /PA | 8.65% | ÷1.000 | ×0.710 | — | ×1.018 | 6.25% |
| HBP% /PA | 0.22% | — | ×0.980 | — | ×1.018 | 0.22% |
| Singles /BIP | 23.81% | ÷1.000 | ×0.900 | ×1.001 | ×1.018 | 21.84% |
| Doubles /BIP | 5.95% | ÷1.000 | ×0.810 | ×1.001 | ×1.018 | 4.91% |
| Triples /BIP | 1.49% | ÷1.000 | ×0.810 | ×1.001 | ×1.018 | 1.23% |
| Home runs /BIP | 2.68% | ÷1.000 | ×0.780 | — | ×1.018 | 2.13% |
Factors used: league row PCL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.001.
Result: wOBA .333 → .278; ISO .140 → .112; BABIP .319 → .284. 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).
2006 AAAPawtucket Red Sox · 366 PAwOBA .341 → .310 (−31)K% 14.5% → 17.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.48% | ÷1.000 | ×1.200 | — | — | 17.38% |
| BB% (unintentional) /PA | 10.11% | ÷1.000 | ×0.690 | — | ×1.033 | 7.21% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.033 | 0.00% |
| Singles /BIP | 18.49% | ÷1.000 | ×0.930 | ×1.008 | ×1.033 | 17.90% |
| Doubles /BIP | 8.68% | ÷1.000 | ×0.830 | ×1.008 | ×1.033 | 7.50% |
| Triples /BIP | 1.89% | ÷1.000 | ×0.970 | ×1.008 | ×1.033 | 1.90% |
| Home runs /BIP | 3.02% | ÷1.000 | ×0.840 | — | ×1.033 | 2.62% |
Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.008.
Result: wOBA .341 → .310; ISO .179 → .166; BABIP .296 → .277. 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).
2006 AAPortland Sea Dogs · 184 PAwOBA .324 → .290 (−33)K% 15.8% → 19.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.76% | ÷1.000 | ×1.220 | — | — | 19.23% |
| BB% (unintentional) /PA | 5.98% | ÷1.000 | ×0.700 | — | ×0.998 | 4.18% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×0.998 | 0.00% |
| Singles /BIP | 18.18% | ÷1.000 | ×0.970 | ×1.049 | ×0.998 | 18.47% |
| Doubles /BIP | 11.89% | ÷1.000 | ×0.860 | ×1.049 | ×0.998 | 10.71% |
| Triples /BIP | 0.70% | ÷1.000 | ×0.950 | ×1.049 | ×0.998 | 0.70% |
| Home runs /BIP | 2.10% | ÷1.000 | ×0.780 | — | ×0.998 | 1.63% |
Factors used: league row EL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.049.
Result: wOBA .324 → .290; ISO .163 → .139; BABIP .312 → .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).
2005 AAPortland Sea Dogs · 542 PAwOBA .327 → .300 (−26)K% 15.3% → 18.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.31% | ÷1.000 | ×1.220 | — | — | 18.68% |
| BB% (unintentional) /PA | 7.93% | ÷1.000 | ×0.700 | — | ×1.012 | 5.62% |
| HBP% /PA | 0.18% | — | ×0.850 | — | ×1.012 | 0.16% |
| Singles /BIP | 22.44% | ÷1.000 | ×0.970 | ×1.031 | ×1.012 | 22.71% |
| Doubles /BIP | 6.23% | ÷1.000 | ×0.860 | ×1.031 | ×1.012 | 5.59% |
| Triples /BIP | 1.00% | ÷1.000 | ×0.950 | ×1.031 | ×1.012 | 0.99% |
| Home runs /BIP | 3.49% | ÷1.000 | ×0.780 | — | ×1.012 | 2.76% |
Factors used: league row EL. 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 ×1.031.
Result: wOBA .327 → .300; ISO .155 → .134; BABIP .305 → .299. 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).