Daniel Robertson
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2016 | 30 | AAASEA | 460 | .287/.359/.412 | 6 | 13 | 81 | — | .255/.304/.356 | |
| 2016 | 30 | MLBSEA | 21 | .263/.300/.316 | 0 | 0 | 68 | -0.7 | ||
| 2017 | 31 | AAACLE | 231 | .321/.383/.373 | 1 | 12 | 81 | — | .284/.322/.326 | |
| 2017 | 31 | MLBCleveland Ind… | 88 | .225/.287/.338 | 1 | 0 | 71 | -0.6 | ||
| 2018 | 32 | AAA/AA/INTL3 orgs | 607 | .266/.359/.382 | 9 | 17 | 79 | — | .224/.301/.336 | |
| 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) | |||||||||||||||||||||||||||||||
| 2009 | 23 | A | Fort Wayne TinCaps | — | 503 | 432 | 128 | 23 | 3 | 5 | 50 | 51 | 12 | 20 | 10 | 296 | 385 | 398 | 783 | 102 | 322 | 10 | 10 | 350 | 87 | — | — | — | — | — | — |
| 2010 | 24 | A+ | Lake Elsinore Storm | — | 609 | 533 | 160 | 27 | 9 | 6 | 59 | 52 | 7 | 30 | 9 | 300 | 377 | 418 | 796 | 118 | 322 | 9 | 10 | 353 | 93 | — | — | — | — | — | — |
| 2011 | 25 | AA | San Antonio Missions | — | 508 | 438 | 124 | 23 | 5 | 5 | 55 | 51 | 7 | 20 | 6 | 283 | 372 | 393 | 765 | 110 | 309 | 10 | 11 | 342 | 80 | — | — | — | — | — | — |
| 2012 | 26 | AAA | Tucson Padres | — | 553 | 490 | 148 | 28 | 4 | 2 | 48 | 58 | 6 | 18 | 8 | 302 | 371 | 388 | 759 | 86 | 339 | 10 | 9 | 339 | 82 | — | — | — | — | — | — |
| 2012 | 26 | INTL | Estrellas de Oriente | — | 138 | 117 | 26 | 6 | 0 | 0 | 14 | 25 | 3 | 8 | 3 | 222 | 321 | 274 | 594 | 51 | 283 | 18 | 10 | 274 | 71 | — | — | — | — | — | — |
| 2013 | 27 | AAA | Tucson Padres | — | 565 | 484 | 138 | 24 | 9 | 2 | 60 | 63 | 10 | 23 | 6 | 285 | 375 | 384 | 760 | 99 | 320 | 11 | 11 | 340 | 80 | — | — | — | — | — | — |
| 2013 | 27 | INTL | Yaquis de Obregon | — | 300 | 263 | 77 | 13 | 2 | 3 | 29 | 26 | 3 | 20 | 8 | 293 | 369 | 392 | 761 | 99 | 315 | 9 | 10 | 340 | 116 | — | — | — | — | — | — |
| 2014 | 28 | MLB | Texas Rangers | — | 197 | 177 | 48 | 9 | 1 | 0 | 17 | 28 | 0 | 6 | 4 | 271 | 335 | 333 | 668 | 62 | 320 | 14 | 9 | 302 | 84 | -4 | -0 | -1 | -3 | +4 | -0.4 |
| 2014 | 28 | AAA | Round Rock Express | — | 56 | 50 | 15 | 3 | 1 | 3 | 6 | 7 | 0 | 2 | 0 | 300 | 375 | 580 | 955 | 280 | 300 | 12 | 11 | 413 | 101 | — | — | — | — | — | — |
| 2015 | 29 | MLB | Los Angeles Angels | — | 80 | 75 | 21 | 2 | 0 | 0 | 2 | 7 | 0 | 0 | 0 | 280 | 299 | 307 | 605 | 27 | 309 | 9 | 2 | 264 | 60 | -4 | +0 | +1 | -4 | +2 | -0.5 |
| 2015 | 29 | AAA | Salt Lake Bees | — | 275 | 245 | 65 | 16 | 0 | 1 | 24 | 32 | 2 | 6 | 6 | 265 | 336 | 343 | 679 | 78 | 298 | 12 | 9 | 306 | 53 | — | — | — | — | — | — |
| 2016 | 30 | MLB | Seattle Mariners | — | 21 | 19 | 5 | 1 | 0 | 0 | 1 | 3 | 0 | 0 | 1 | 263 | 300 | 316 | 616 | 53 | 312 | 14 | 5 | 267 | 68 | -1 | -0 | -1 | -5 | +0 | -0.7 |
| 2016 | 30 | AAA | Tacoma Rainiers | — | 460 | 408 | 117 | 19 | 7 | 6 | 42 | 41 | 4 | 13 | 2 | 287 | 359 | 412 | 771 | 125 | 305 | 9 | 9 | 342 | 81 | — | — | — | — | — | — |
| 2017 | 31 | MLB | Cleveland Indians | — | 88 | 80 | 18 | 4 | 1 | 1 | 7 | 3 | 0 | 0 | 1 | 225 | 287 | 338 | 625 | 113 | 224 | 3 | 8 | 279 | 71 | -3 | -0 | -1 | -3 | +2 | -0.6 |
| 2017 | 31 | AAA | Columbus Clippers | — | 231 | 209 | 67 | 8 | 0 | 1 | 21 | 35 | 0 | 12 | 6 | 321 | 383 | 373 | 756 | 53 | 382 | 15 | 9 | 344 | 81 | — | — | — | — | — | — |
| 2018 | 32 | AAA | Reno Aces | — | 103 | 83 | 21 | 3 | 0 | 1 | 15 | 17 | 2 | 1 | 1 | 253 | 380 | 325 | 705 | 72 | 299 | 17 | 15 | 323 | 59 | — | — | — | — | — | — |
| 2018 | 32 | AA | Jackson Generals | — | 317 | 272 | 72 | 19 | 1 | 8 | 28 | 44 | 12 | 14 | 5 | 265 | 359 | 430 | 789 | 165 | 287 | 14 | 9 | 350 | 78 | — | — | — | — | — | — |
| 2018 | 32 | INTL | Charros de Jalisco | — | 187 | 163 | 45 | 5 | 2 | 0 | 16 | 23 | 2 | 2 | 7 | 276 | 348 | 331 | 679 | 55 | 319 | 12 | 9 | 303 | 91 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 386 | 351 | 92 | 16 | 2 | 1 | 27 | 41 | 0 | 6 | 6 | 262 | 315 | 328 | 642 | 66 | 294 | 11 | 7 | 287 | 80 | -9 | -1 | -1 | -15 | +8 | -1.9 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2009 | 23 | A MLE | Fort Wayne TinCaps | — | 503 | 448 | 119 | 20 | 3 | 4 | 34 | 69 | 12 | 20 | 10 | 266 | 334 | 350 | 684 | 85 | 291 | 14 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2010 | 24 | A+ MLE | Lake Elsinore Storm | — | 609 | 553 | 151 | 24 | 8 | 7 | 39 | 71 | 7 | 30 | 9 | 273 | 329 | 383 | 712 | 110 | 293 | 12 | 6 | 306 | 93 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | San Antonio Missions | — | 508 | 460 | 115 | 20 | 6 | 5 | 33 | 66 | 7 | 20 | 6 | 250 | 310 | 352 | 662 | 102 | 272 | 13 | 6 | 286 | 80 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | Tucson Padres | — | 553 | 505 | 138 | 24 | 3 | 2 | 33 | 76 | 6 | 18 | 8 | 273 | 325 | 345 | 670 | 71 | 310 | 14 | 6 | 290 | 82 | — | — | — | — | — | — |
| 2013 | 27 | AAA MLE | Tucson Padres | — | 565 | 504 | 126 | 21 | 7 | 2 | 40 | 87 | 10 | 23 | 6 | 250 | 318 | 331 | 649 | 81 | 287 | 15 | 7 | 286 | 80 | — | — | — | — | — | — |
| 2014 | 28 | MLB MLE | Texas Rangers | — | 197 | 177 | 47 | 8 | 1 | 0 | 17 | 28 | 0 | 6 | 4 | 266 | 330 | 322 | 652 | 56 | 320 | 14 | 9 | 292 | 84 | -4 | -0 | -1 | -3 | +4 | -0.4 |
| 2014 | 28 | AAA MLE | Round Rock Express | — | 56 | 53 | 12 | 2 | 1 | 2 | 3 | 9 | 0 | 2 | 0 | 226 | 268 | 415 | 683 | 189 | 252 | 16 | 5 | 318 | 101 | — | — | — | — | — | — |
| 2015 | 29 | MLB MLE | Los Angeles Angels | — | 80 | 76 | 21 | 2 | 0 | 0 | 1 | 7 | 0 | 0 | 0 | 276 | 286 | 303 | 588 | 26 | 309 | 9 | 1 | 257 | 60 | -4 | +0 | +1 | -4 | +2 | -0.5 |
| 2015 | 29 | AAA MLE | Salt Lake Bees | — | 275 | 253 | 56 | 13 | 0 | 1 | 16 | 43 | 2 | 6 | 6 | 221 | 273 | 285 | 558 | 63 | 253 | 16 | 6 | 246 | 53 | — | — | — | — | — | — |
| 2016 | 30 | MLB MLE | Seattle Mariners | — | 21 | 19 | 5 | 1 | 0 | 0 | 1 | 3 | 0 | 0 | 1 | 263 | 300 | 316 | 616 | 53 | 312 | 14 | 5 | 269 | 68 | -1 | -0 | -1 | -5 | +0 | -0.7 |
| 2016 | 30 | AAA MLE | Tacoma Rainiers | — | 460 | 424 | 108 | 18 | 5 | 5 | 26 | 51 | 4 | 13 | 2 | 255 | 304 | 356 | 660 | 101 | 273 | 11 | 6 | 288 | 81 | — | — | — | — | — | — |
| 2017 | 31 | MLB MLE | Cleveland Indians | — | 88 | 81 | 18 | 4 | 1 | 1 | 6 | 3 | 0 | 0 | 1 | 222 | 276 | 333 | 609 | 111 | 224 | 3 | 7 | 273 | 71 | -3 | -0 | -1 | -3 | +2 | -0.6 |
| 2017 | 31 | AAA MLE | Columbus Clippers | — | 231 | 218 | 62 | 6 | 0 | 1 | 12 | 43 | 0 | 12 | 6 | 284 | 322 | 326 | 647 | 41 | 350 | 19 | 5 | 288 | 81 | — | — | — | — | — | — |
| 2018 | 32 | AAA MLE | Reno Aces | — | 103 | 89 | 19 | 2 | 0 | 1 | 9 | 22 | 2 | 1 | 1 | 213 | 300 | 270 | 570 | 56 | 252 | 21 | 9 | 256 | 59 | — | — | — | — | — | — |
| 2018 | 32 | AA MLE | Jackson Generals | — | 317 | 282 | 64 | 17 | 1 | 6 | 18 | 55 | 12 | 14 | 5 | 227 | 301 | 358 | 659 | 131 | 249 | 17 | 6 | 284 | 78 | — | — | — | — | — | — |
| 2009 | 23 | A MLE | Fort Wayne TinCaps | — | 503 | 448 | 119 | 20 | 3 | 4 | 34 | 69 | 12 | 20 | 10 | 266 | 334 | 350 | 684 | 85 | 302 | 14 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2009 | 23 | A RAW | Fort Wayne TinCaps | — | 503 | 432 | 128 | 23 | 3 | 5 | 50 | 51 | 12 | 20 | 10 | 296 | 385 | 398 | 783 | 102 | 322 | 10 | 10 | 350 | 87 | — | — | — | — | — | — |
| 2010 | 24 | A+ MLE | Lake Elsinore Storm | — | 609 | 553 | 151 | 24 | 8 | 7 | 39 | 71 | 7 | 30 | 9 | 273 | 329 | 383 | 712 | 110 | 301 | 12 | 6 | 306 | 93 | — | — | — | — | — | — |
| 2010 | 24 | A+ RAW | Lake Elsinore Storm | — | 609 | 533 | 160 | 27 | 9 | 6 | 59 | 52 | 7 | 30 | 9 | 300 | 377 | 418 | 796 | 118 | 322 | 9 | 10 | 353 | 93 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | San Antonio Missions | — | 508 | 460 | 115 | 20 | 6 | 5 | 33 | 66 | 7 | 20 | 6 | 250 | 310 | 352 | 662 | 102 | 281 | 13 | 6 | 286 | 80 | — | — | — | — | — | — |
| 2011 | 25 | AA RAW | San Antonio Missions | — | 508 | 438 | 124 | 23 | 5 | 5 | 55 | 51 | 7 | 20 | 6 | 283 | 372 | 393 | 765 | 110 | 309 | 10 | 11 | 342 | 80 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | 2 teams | — | 691 | 628 | 172 | 30 | 4 | 2 | 41 | 95 | 9 | 26 | 11 | 274 | 327 | 344 | 671 | 70 | 320 | 14 | 6 | 290 | 82 | — | — | — | — | — | — |
| 2012 | 26 | AAA RAW | 2 teams | — | 691 | 607 | 174 | 34 | 4 | 2 | 62 | 83 | 9 | 26 | 11 | 287 | 361 | 366 | 727 | 79 | 329 | 12 | 9 | 326 | 82 | — | — | — | — | — | — |
| 2013 | 27 | AAA MLE | 2 teams | — | 865 | 775 | 193 | 33 | 10 | 3 | 61 | 133 | 13 | 43 | 14 | 249 | 314 | 329 | 644 | 80 | 294 | 15 | 7 | 286 | 80 | — | — | — | — | — | — |
| 2013 | 27 | AAA RAW | 2 teams | — | 865 | 747 | 215 | 37 | 11 | 5 | 89 | 89 | 13 | 43 | 14 | 288 | 373 | 387 | 760 | 99 | 318 | 10 | 10 | 340 | 80 | — | — | — | — | — | — |
| 2014 | 28 | MLB MLE | 2 teams | — | 253 | 230 | 60 | 11 | 2 | 2 | 20 | 37 | 0 | 8 | 4 | 261 | 320 | 352 | 672 | 91 | 302 | 15 | 8 | 298 | 88 | -4 | +0 | -1 | -3 | +5 | -0.2 |
| 2014 | 28 | MLB RAW | 2 teams | — | 253 | 227 | 63 | 12 | 2 | 3 | 23 | 35 | 0 | 8 | 4 | 278 | 344 | 388 | 732 | 110 | 316 | 14 | 9 | 326 | 88 | -4 | +0 | -1 | -3 | +5 | -0.2 |
| 2015 | 29 | AAA MLE | 2 teams | — | 355 | 329 | 77 | 15 | 0 | 1 | 17 | 50 | 2 | 6 | 6 | 234 | 276 | 289 | 565 | 55 | 270 | 14 | 5 | 248 | 54 | — | — | — | — | — | — |
| 2015 | 29 | AAA RAW | 2 teams | — | 355 | 320 | 86 | 18 | 0 | 1 | 26 | 39 | 2 | 6 | 6 | 269 | 328 | 334 | 662 | 66 | 300 | 11 | 7 | 297 | 54 | — | — | — | — | — | — |
| 2016 | 30 | AAA MLE | 2 teams | — | 481 | 443 | 113 | 19 | 5 | 5 | 27 | 54 | 4 | 13 | 3 | 255 | 304 | 354 | 658 | 99 | 279 | 11 | 6 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 30 | AAA RAW | 2 teams | — | 481 | 427 | 122 | 20 | 7 | 6 | 43 | 44 | 4 | 13 | 3 | 286 | 357 | 407 | 764 | 122 | 305 | 9 | 9 | 339 | 80 | — | — | — | — | — | — |
| 2017 | 31 | AAA MLE | 2 teams | — | 319 | 299 | 80 | 10 | 1 | 2 | 18 | 46 | 0 | 12 | 7 | 268 | 309 | 328 | 637 | 60 | 311 | 14 | 6 | 284 | 78 | — | — | — | — | — | — |
| 2017 | 31 | AAA RAW | 2 teams | — | 319 | 289 | 85 | 12 | 1 | 2 | 28 | 38 | 0 | 12 | 7 | 294 | 356 | 363 | 720 | 69 | 333 | 12 | 9 | 326 | 78 | — | — | — | — | — | — |
| 2018 | 32 | AA MLE | 3 teams | — | 607 | 538 | 119 | 27 | 1 | 10 | 39 | 112 | 16 | 17 | 13 | 221 | 293 | 331 | 624 | 110 | 258 | 18 | 6 | 277 | 74 | — | — | — | — | — | — |
| 2018 | 32 | AA RAW | 3 teams | — | 607 | 518 | 138 | 27 | 3 | 9 | 59 | 84 | 16 | 17 | 13 | 266 | 359 | 382 | 741 | 116 | 299 | 14 | 10 | 331 | 74 | — | — | — | — | — | — |
| 2009 | 23 | A MLE | Fort Wayne TinCaps | — | 503 | 452 | 119 | 20 | 3 | 4 | 34 | 69 | 12 | 20 | 10 | 263 | 334 | 347 | 681 | 84 | 291 | 14 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2010 | 24 | A+ MLE | Lake Elsinore Storm | — | 609 | 558 | 151 | 24 | 8 | 7 | 39 | 71 | 7 | 30 | 9 | 271 | 329 | 380 | 709 | 109 | 293 | 12 | 6 | 306 | 93 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | San Antonio Missions | — | 508 | 463 | 115 | 20 | 6 | 5 | 33 | 66 | 7 | 20 | 6 | 248 | 310 | 350 | 660 | 102 | 272 | 13 | 6 | 286 | 80 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | 2 teams | — | 691 | 636 | 172 | 30 | 4 | 2 | 41 | 95 | 9 | 26 | 11 | 270 | 327 | 340 | 667 | 69 | 310 | 14 | 6 | 290 | 82 | — | — | — | — | — | — |
| 2013 | 27 | AAA MLE | 2 teams | — | 865 | 784 | 193 | 33 | 10 | 3 | 61 | 133 | 13 | 43 | 14 | 246 | 314 | 325 | 640 | 79 | 287 | 15 | 7 | 286 | 80 | — | — | — | — | — | — |
| 2014 | 28 | MLB MLE | 2 teams | — | 253 | 231 | 60 | 11 | 2 | 2 | 20 | 37 | 0 | 8 | 4 | 260 | 320 | 351 | 671 | 91 | 305 | 15 | 8 | 298 | 88 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | 2 teams | — | 355 | 333 | 77 | 15 | 0 | 1 | 17 | 50 | 2 | 6 | 6 | 231 | 276 | 285 | 561 | 54 | 266 | 14 | 5 | 248 | 54 | — | — | — | — | — | — |
| 2016 | 30 | AAA MLE | 2 teams | — | 481 | 447 | 113 | 19 | 5 | 5 | 27 | 54 | 4 | 13 | 3 | 253 | 304 | 351 | 655 | 98 | 275 | 11 | 6 | 287 | 80 | — | — | — | — | — | — |
| 2017 | 31 | AAA MLE | 2 teams | — | 319 | 298 | 80 | 10 | 1 | 2 | 18 | 46 | 0 | 12 | 7 | 268 | 309 | 329 | 638 | 60 | 315 | 14 | 6 | 284 | 78 | — | — | — | — | — | — |
| 2018 | 32 | AA MLE | 3 teams | — | 607 | 547 | 119 | 27 | 1 | 10 | 39 | 112 | 16 | 17 | 13 | 218 | 293 | 325 | 619 | 108 | 250 | 18 | 6 | 277 | 74 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 386 | 351 | 92 | 16 | 2 | 1 | 27 | 41 | 0 | 6 | 6 | 262 | 315 | 328 | 642 | 66 | 294 | 11 | 7 | 287 | 80 | -9 | -1 | -1 | -15 | +8 | -1.9 | |
| / 162G | — | A+C | — | 650 | 591 | 155 | 27 | 3 | 2 | 45 | 69 | 0 | 10 | 10 | 262 | 314 | 328 | 643 | 66 | 293 | 11 | 7 | 287 | 80 | -15 | -2 | -2 | -25 | +14 | -3.1 | |
| Career | — | MLE | — | 5191 | 4703 | 1199 | 209 | 40 | 41 | 329 | 733 | 70 | 195 | 83 | 255 | 313 | 343 | 656 | 88 | 292 | 14 | 6 | 287 | 80 | -9 | -1 | -1 | -15 | +8 | -1.9 | |
| / 162G | — | MLE | — | 650 | 589 | 150 | 26 | 5 | 5 | 41 | 92 | 9 | 24 | 10 | 255 | 313 | 341 | 654 | 87 | 292 | 14 | 6 | 287 | 80 | -15 | -2 | -2 | -25 | +14 | -3.1 | |
How the minor-league lines were translated
One row per minor-league stint. Open a row to see each step: the raw rate, the park adjustment, the league/level factor, the age adjustment (hitters) and the resulting MLE rate. Factors are the same ones listed on the MLE Factors page.
2018 AAJackson Generals · 317 PAwOBA .344 → .284 (−60)K% 13.9% → 17.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.88% | ÷0.972 | ×1.220 | — | — | 17.42% |
| BB% (unintentional) /PA | 8.83% | ÷1.003 | ×0.680 | — | ×0.940 | 5.63% |
| HBP% /PA | 3.79% | — | ×0.840 | — | ×0.940 | 2.99% |
| Singles /BIP | 19.30% | ÷0.982 | ×0.920 | ×1.009 | ×0.940 | 17.14% |
| Doubles /BIP | 8.33% | ÷1.022 | ×0.910 | ×1.009 | ×0.940 | 7.04% |
| Triples /BIP | 0.44% | ÷1.145 | ×0.880 | ×1.009 | ×0.940 | 0.32% |
| Home runs /BIP | 3.51% | ÷0.954 | ×0.800 | — | ×0.940 | 2.77% |
Factors used: league row SL. Park (home-season share, regressed): HR 91, 1B 96, 2B 104, 3B 129, K 94, BB 101 — applied at half strength. Age: age 33 vs a level average of 24.8 → −6.0% on BB/HBP/hit rates (8.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.009.
Result: wOBA .344 → .284; ISO .165 → .138; BABIP .287 → .249. 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).
2018 AAAReno Aces · 103 PAwOBA .322 → .256 (−66)K% 16.5% → 21.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.50% | ÷0.991 | ×1.290 | — | — | 21.49% |
| BB% (unintentional) /PA | 14.56% | ÷1.069 | ×0.710 | — | ×0.942 | 9.11% |
| HBP% /PA | 1.94% | — | ×0.980 | — | ×0.942 | 1.79% |
| Singles /BIP | 25.76% | ÷1.024 | ×0.900 | ×1.050 | ×0.942 | 22.39% |
| Doubles /BIP | 4.55% | ÷1.117 | ×0.810 | ×1.050 | ×0.942 | 3.26% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.810 | ×1.050 | ×0.942 | 0.00% |
| Home runs /BIP | 1.52% | ÷1.044 | ×0.780 | — | ×0.942 | 1.07% |
Factors used: league row PCL. Park (home-season share, regressed): HR 109, 1B 105, 2B 123, 3B 130, K 98, BB 114 — applied at half strength. Age: age 33 vs a level average of 27.2 → −5.8% on BB/HBP/hit rates (5.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .322 → .256; ISO .072 → .054; BABIP .299 → .252. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2017 AAAColumbus Clippers · 231 PAwOBA .334 → .288 (−46)K% 15.2% → 18.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.15% | ÷0.989 | ×1.200 | — | — | 18.38% |
| BB% (unintentional) /PA | 8.66% | ÷1.089 | ×0.690 | — | ×0.952 | 5.22% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.952 | 0.00% |
| Singles /BIP | 33.33% | ÷0.945 | ×0.930 | ×1.003 | ×0.952 | 31.32% |
| Doubles /BIP | 4.60% | ÷1.018 | ×0.830 | ×1.003 | ×0.952 | 3.58% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×1.003 | ×0.952 | 0.00% |
| Home runs /BIP | 0.57% | ÷1.231 | ×0.840 | — | ×0.952 | 0.37% |
Factors used: league row IL. Park (home-season share, regressed): HR 146, 1B 89, 2B 104, 3B 80, K 98, BB 118 — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.
Result: wOBA .334 → .288; ISO .053 → .040; BABIP .382 → .350. 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 AAATacoma Rainiers · 460 PAwOBA .336 → .288 (−47)K% 8.9% → 11.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.91% | ÷1.041 | ×1.290 | — | — | 11.05% |
| BB% (unintentional) /PA | 9.13% | ÷1.115 | ×0.710 | — | ×0.962 | 5.59% |
| HBP% /PA | 0.87% | — | ×0.980 | — | ×0.962 | 0.82% |
| Singles /BIP | 23.16% | ÷0.987 | ×0.900 | ×1.035 | ×0.962 | 21.04% |
| Doubles /BIP | 5.18% | ÷0.901 | ×0.810 | ×1.035 | ×0.962 | 4.63% |
| Triples /BIP | 1.91% | ÷1.063 | ×0.810 | ×1.035 | ×0.962 | 1.45% |
| Home runs /BIP | 1.63% | ÷0.896 | ×0.780 | — | ×0.962 | 1.37% |
Factors used: league row PCL. Park (home-season share, regressed): HR 79, 1B 97, 2B 80, 3B 113, K 108, BB 123 — 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 ×1.035.
Result: wOBA .336 → .288; ISO .125 → .108; BABIP .305 → .273. 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 AAASalt Lake Bees · 275 PAwOBA .302 → .246 (−56)K% 11.6% → 15.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.64% | ÷0.952 | ×1.290 | — | — | 15.78% |
| BB% (unintentional) /PA | 8.73% | ÷1.025 | ×0.710 | — | ×0.972 | 5.88% |
| HBP% /PA | 0.73% | — | ×0.980 | — | ×0.972 | 0.69% |
| Singles /BIP | 22.54% | ÷1.012 | ×0.900 | ×1.008 | ×0.972 | 19.63% |
| Doubles /BIP | 7.51% | ÷1.001 | ×0.810 | ×1.008 | ×0.972 | 5.96% |
| Triples /BIP | 0.00% | ÷0.987 | ×0.810 | ×1.008 | ×0.972 | 0.00% |
| Home runs /BIP | 0.47% | ÷0.980 | ×0.780 | — | ×0.972 | 0.36% |
Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 102, 2B 100, 3B 97, K 90, BB 105 — 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 ×1.008.
Result: wOBA .302 → .246; ISO .078 → .061; BABIP .298 → .253. 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 AAARound Rock Express · 56 PAwOBA .396 → .318 (−78)K% 12.5% → 15.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.50% | ÷1.015 | ×1.290 | — | — | 15.89% |
| BB% (unintentional) /PA | 8.93% | ÷1.033 | ×0.710 | — | ×0.982 | 6.03% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×0.982 | 0.00% |
| Singles /BIP | 18.60% | ÷0.984 | ×0.900 | — | ×0.982 | 16.71% |
| Doubles /BIP | 6.98% | ÷1.055 | ×0.810 | — | ×0.982 | 5.26% |
| Triples /BIP | 2.33% | ÷0.953 | ×0.810 | — | ×0.982 | 1.94% |
| Home runs /BIP | 6.98% | ÷1.027 | ×0.780 | — | ×0.982 | 5.20% |
Factors used: league row PCL. Park (home-season share, regressed): HR 105, 1B 97, 2B 111, 3B 91, K 103, BB 107 — 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 .396 → .318; ISO .280 → .216; BABIP .300 → .252. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2013 AAATucson Padres · 565 PAwOBA .334 → .286 (−48)K% 11.2% → 15.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.15% | ÷0.933 | ×1.290 | — | — | 15.42% |
| BB% (unintentional) /PA | 10.44% | ÷1.045 | ×0.710 | — | ×0.992 | 7.04% |
| HBP% /PA | 1.77% | — | ×0.980 | — | ×0.992 | 1.72% |
| Singles /BIP | 24.47% | ÷1.023 | ×0.900 | ×1.050 | ×0.992 | 22.41% |
| Doubles /BIP | 5.70% | ÷0.963 | ×0.810 | ×1.050 | ×0.992 | 4.99% |
| Triples /BIP | 2.14% | ÷1.150 | ×0.810 | ×1.050 | ×0.992 | 1.57% |
| Home runs /BIP | 0.48% | ÷0.901 | ×0.780 | — | ×0.992 | 0.41% |
Factors used: league row PCL. Park (home-season share, regressed): HR 80, 1B 105, 2B 93, 3B 130, K 87, BB 109 — applied at half strength. Age: age 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 ×1.050.
Result: wOBA .334 → .286; ISO .099 → .083; BABIP .320 → .287. 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 AAATucson Padres · 553 PAwOBA .331 → .290 (−42)K% 10.5% → 13.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.49% | ÷0.979 | ×1.290 | — | — | 13.82% |
| BB% (unintentional) /PA | 8.68% | ÷1.052 | ×0.710 | — | ×1.003 | 5.88% |
| HBP% /PA | 1.08% | — | ×0.980 | — | ×1.003 | 1.07% |
| Singles /BIP | 26.39% | ÷1.007 | ×0.900 | ×1.050 | ×1.003 | 24.83% |
| Doubles /BIP | 6.48% | ÷1.013 | ×0.810 | ×1.050 | ×1.003 | 5.46% |
| Triples /BIP | 0.93% | ÷1.150 | ×0.810 | ×1.050 | ×1.003 | 0.69% |
| Home runs /BIP | 0.46% | ÷1.050 | ×0.780 | — | ×1.003 | 0.34% |
Factors used: league row PCL. Park (home-season share, regressed): HR 110, 1B 101, 2B 103, 3B 130, K 96, BB 110 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .331 → .290; ISO .086 → .070; BABIP .339 → .310. 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 — .