Cory Spangenberg
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2018 | 27 | AAASD | 95 | .341/.383/.614 | 4 | 3 | 83 | — | .233/.266/.411 | |
| 2018 | 27 | MLBSD | 329 | .235/.298/.362 | 7 | 6 | 87 | 0.6 | ||
| 2019 | 28 | AAASD | 476 | .309/.381/.498 | 14 | 28 | 73 | — | .224/.281/.354 | |
| 2019 | 28 | MLBMIL | 102 | .232/.277/.358 | 2 | 3 | 72 | 0.5 | ||
| 2022 | 31 | AAASTL | 414 | .236/.291/.385 | 10 | 14 | 32 | — | .179/.218/.278 | |
| 2023 | 32 | No MLB games played | ||||||||
| 2024 | 33 | No MLB games played | ||||||||
| 2025 | 34 | No MLB games played | ||||||||
| 2026 | 35 | 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) | |||||||||||||||||||||||||||||||
| 2011 | 20 | A | Fort Wayne TinCaps | — | 209 | 189 | 54 | 7 | 1 | 2 | 14 | 42 | 3 | 15 | 4 | 286 | 345 | 365 | 710 | 79 | 359 | 20 | 7 | 318 | 68 | — | — | — | — | — | — |
| 2012 | 21 | A+ | Lake Elsinore Storm | — | 426 | 384 | 104 | 12 | 8 | 1 | 26 | 72 | 6 | 27 | 9 | 271 | 327 | 352 | 678 | 81 | 327 | 17 | 6 | 301 | 68 | — | — | — | — | — | — |
| 2012 | 21 | INTL | Peoria Javelinas | — | 38 | 29 | 10 | 1 | 0 | 1 | 8 | 5 | 1 | 2 | 0 | 345 | 500 | 483 | 983 | 138 | 391 | 13 | 21 | 445 | 187 | — | — | — | — | — | — |
| 2013 | 22 | AA | San Antonio Missions | — | 319 | 287 | 83 | 10 | 3 | 2 | 17 | 61 | 2 | 19 | 11 | 289 | 333 | 366 | 699 | 77 | 358 | 19 | 5 | 303 | 82 | — | — | — | — | — | — |
| 2013 | 22 | A+ | Lake Elsinore Storm | — | 253 | 226 | 67 | 13 | 6 | 4 | 23 | 51 | 1 | 17 | 3 | 296 | 364 | 460 | 824 | 164 | 368 | 20 | 9 | 361 | 91 | — | — | — | — | — | — |
| 2013 | 22 | INTL | Peoria Javelinas | — | 71 | 65 | 20 | 4 | 1 | 2 | 5 | 17 | 0 | 7 | 1 | 308 | 357 | 492 | 849 | 185 | 391 | 24 | 7 | 369 | 136 | — | — | — | — | — | — |
| 2014 | 23 | MLB | San Diego Padres | — | 65 | 62 | 18 | 2 | 1 | 2 | 2 | 14 | 0 | 4 | 2 | 290 | 312 | 452 | 764 | 161 | 348 | 22 | 3 | 331 | 112 | +1 | +0 | -3 | +2 | +1 | 0.1 |
| 2014 | 23 | AA | San Antonio Missions | — | 303 | 281 | 93 | 17 | 8 | 2 | 14 | 63 | 0 | 14 | 9 | 331 | 363 | 470 | 832 | 139 | 421 | 21 | 5 | 358 | 107 | — | — | — | — | — | — |
| 2014 | 23 | INTL | Leones del Escogido | — | 55 | 48 | 14 | 0 | 3 | 1 | 5 | 14 | 0 | 1 | 1 | 292 | 358 | 479 | 838 | 188 | 394 | 25 | 9 | 354 | 126 | — | — | — | — | — | — |
| 2015 | 24 | MLB | San Diego Padres | — | 345 | 303 | 82 | 17 | 5 | 4 | 28 | 75 | 2 | 9 | 4 | 271 | 335 | 399 | 735 | 129 | 344 | 22 | 8 | 319 | 104 | +2 | +0 | +2 | +1 | +7 | 1.3 |
| 2015 | 24 | AAA | El Paso Chihuahuas | — | 15 | 12 | 3 | 0 | 0 | 1 | 3 | 3 | 0 | 3 | 0 | 250 | 400 | 500 | 900 | 250 | 250 | 20 | 20 | 399 | 112 | — | — | — | — | — | — |
| 2015 | 24 | AA | San Antonio Missions | — | 27 | 26 | 5 | 0 | 1 | 0 | 1 | 2 | 0 | 1 | 0 | 192 | 222 | 269 | 491 | 77 | 208 | 7 | 4 | 220 | 14 | — | — | — | — | — | — |
| 2016 | 25 | MLB | San Diego Padres | — | 53 | 48 | 11 | 1 | 1 | 1 | 4 | 13 | 1 | 1 | 0 | 229 | 302 | 354 | 656 | 125 | 294 | 25 | 8 | 297 | 89 | -1 | +0 | +1 | +0 | +1 | 0.2 |
| 2017 | 26 | MLB | San Diego Padres | — | 486 | 444 | 117 | 18 | 2 | 13 | 34 | 128 | 5 | 11 | 3 | 264 | 323 | 401 | 724 | 137 | 342 | 26 | 7 | 323 | 106 | +3 | +1 | -7 | +2 | +11 | 1.0 |
| 2017 | 26 | AAA | El Paso Chihuahuas | — | 72 | 66 | 23 | 3 | 1 | 1 | 4 | 8 | 2 | 3 | 2 | 348 | 403 | 470 | 872 | 121 | 386 | 11 | 6 | 390 | 105 | — | — | — | — | — | — |
| 2018 | 27 | MLB | San Diego Padres | — | 329 | 298 | 70 | 9 | 4 | 7 | 25 | 108 | 2 | 6 | 1 | 235 | 298 | 362 | 661 | 128 | 344 | 33 | 8 | 294 | 87 | -5 | +1 | +2 | +2 | +7 | 0.6 |
| 2018 | 27 | AAA | El Paso Chihuahuas | — | 95 | 88 | 30 | 8 | 2 | 4 | 6 | 30 | 0 | 3 | 0 | 341 | 383 | 614 | 997 | 273 | 481 | 32 | 6 | 426 | 83 | — | — | — | — | — | — |
| 2019 | 28 | MLB | Milwaukee Brewers | — | 102 | 95 | 22 | 2 | 2 | 2 | 6 | 36 | 0 | 3 | 0 | 232 | 277 | 358 | 635 | 126 | 351 | 35 | 6 | 281 | 72 | -3 | +1 | +3 | +2 | +2 | 0.5 |
| 2019 | 28 | AAA | San Antonio Missions | — | 476 | 424 | 131 | 28 | 5 | 14 | 43 | 136 | 6 | 28 | 4 | 309 | 381 | 498 | 878 | 189 | 422 | 29 | 9 | 386 | 73 | — | — | — | — | — | — |
| 2022 | 31 | AAA | Memphis Redbirds | — | 414 | 382 | 90 | 17 | 5 | 10 | 27 | 135 | 3 | 14 | 3 | 236 | 291 | 385 | 676 | 149 | 335 | 33 | 7 | 300 | 32 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 1380 | 1250 | 320 | 49 | 15 | 29 | 99 | 374 | 10 | 34 | 10 | 256 | 315 | 389 | 704 | 133 | 342 | 27 | 7 | 311 | 97 | -5 | +3 | -2 | +9 | +30 | 3.5 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2011 | 20 | A MLE | Fort Wayne TinCaps | — | 209 | 193 | 49 | 6 | 1 | 2 | 10 | 57 | 3 | 15 | 4 | 254 | 301 | 326 | 627 | 73 | 341 | 27 | 5 | 269 | 68 | — | — | — | — | — | — |
| 2012 | 21 | A+ MLE | Lake Elsinore Storm | — | 426 | 391 | 99 | 10 | 6 | 1 | 19 | 97 | 6 | 27 | 9 | 253 | 298 | 317 | 615 | 64 | 319 | 23 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2013 | 22 | AA MLE | San Antonio Missions | — | 319 | 292 | 85 | 9 | 3 | 2 | 12 | 74 | 2 | 19 | 11 | 291 | 324 | 363 | 687 | 72 | 360 | 23 | 4 | 290 | 82 | — | — | — | — | — | — |
| 2013 | 22 | A+ MLE | Lake Elsinore Storm | — | 253 | 233 | 60 | 11 | 4 | 3 | 16 | 67 | 1 | 17 | 3 | 258 | 308 | 378 | 686 | 120 | 345 | 26 | 6 | 302 | 91 | — | — | — | — | — | — |
| 2014 | 23 | MLB MLE | San Diego Padres | — | 65 | 62 | 18 | 2 | 1 | 2 | 2 | 14 | 0 | 4 | 2 | 290 | 312 | 452 | 764 | 161 | 348 | 22 | 3 | 334 | 112 | +1 | +0 | -3 | +2 | +1 | 0.1 |
| 2014 | 23 | AA MLE | San Antonio Missions | — | 303 | 287 | 91 | 15 | 7 | 2 | 8 | 82 | 0 | 14 | 9 | 317 | 336 | 439 | 775 | 122 | 424 | 27 | 3 | 327 | 107 | — | — | — | — | — | — |
| 2015 | 24 | MLB MLE | San Diego Padres | — | 345 | 305 | 83 | 18 | 5 | 4 | 27 | 75 | 2 | 9 | 4 | 272 | 335 | 403 | 739 | 131 | 344 | 22 | 8 | 322 | 104 | +2 | +0 | +2 | +1 | +7 | 1.3 |
| 2015 | 24 | AAA MLE | El Paso Chihuahuas | — | 15 | 13 | 3 | 0 | 0 | 1 | 2 | 4 | 0 | 3 | 0 | 231 | 333 | 462 | 795 | 231 | 229 | 27 | 13 | 333 | 112 | — | — | — | — | — | — |
| 2015 | 24 | AA MLE | San Antonio Missions | — | 27 | 26 | 5 | 0 | 1 | 0 | 1 | 3 | 0 | 1 | 0 | 192 | 222 | 269 | 491 | 77 | 193 | 11 | 4 | 189 | 14 | — | — | — | — | — | — |
| 2016 | 25 | MLB MLE | San Diego Padres | — | 53 | 48 | 11 | 1 | 1 | 1 | 4 | 13 | 1 | 1 | 0 | 229 | 302 | 354 | 656 | 125 | 294 | 25 | 8 | 300 | 89 | -1 | +0 | +1 | +0 | +1 | 0.2 |
| 2017 | 26 | MLB MLE | San Diego Padres | — | 486 | 445 | 119 | 19 | 2 | 13 | 33 | 128 | 5 | 11 | 3 | 267 | 325 | 407 | 732 | 139 | 342 | 26 | 7 | 324 | 106 | +3 | +1 | -7 | +2 | +11 | 1.0 |
| 2017 | 26 | AAA MLE | El Paso Chihuahuas | — | 72 | 67 | 20 | 2 | 1 | 1 | 3 | 10 | 2 | 3 | 2 | 299 | 347 | 403 | 750 | 104 | 341 | 14 | 4 | 323 | 105 | — | — | — | — | — | — |
| 2018 | 27 | MLB MLE | San Diego Padres | — | 329 | 298 | 71 | 10 | 4 | 7 | 25 | 108 | 2 | 6 | 1 | 238 | 302 | 369 | 671 | 131 | 344 | 33 | 8 | 297 | 87 | -5 | +1 | +2 | +2 | +7 | 0.6 |
| 2018 | 27 | AAA MLE | El Paso Chihuahuas | — | 95 | 90 | 21 | 5 | 1 | 3 | 4 | 39 | 0 | 3 | 0 | 233 | 266 | 411 | 677 | 178 | 388 | 41 | 4 | 291 | 83 | — | — | — | — | — | — |
| 2019 | 28 | MLB MLE | Milwaukee Brewers | — | 102 | 96 | 22 | 2 | 2 | 2 | 5 | 36 | 0 | 3 | 0 | 229 | 267 | 354 | 621 | 125 | 351 | 35 | 5 | 275 | 72 | -3 | +1 | +3 | +2 | +2 | 0.5 |
| 2019 | 28 | AAA MLE | San Antonio Missions | — | 476 | 438 | 98 | 19 | 4 | 10 | 29 | 179 | 6 | 28 | 4 | 224 | 281 | 354 | 635 | 130 | 343 | 38 | 6 | 276 | 73 | — | — | — | — | — | — |
| 2022 | 31 | AAA MLE | Memphis Redbirds | — | 414 | 392 | 70 | 13 | 4 | 6 | 17 | 166 | 3 | 14 | 3 | 179 | 218 | 278 | 497 | 99 | 284 | 40 | 4 | 216 | 32 | — | — | — | — | — | — |
| 2011 | 20 | A MLE | Fort Wayne TinCaps | — | 209 | 193 | 49 | 6 | 1 | 2 | 10 | 57 | 3 | 15 | 4 | 254 | 301 | 326 | 627 | 73 | 351 | 27 | 5 | 269 | 68 | — | — | — | — | — | — |
| 2011 | 20 | A RAW | Fort Wayne TinCaps | — | 209 | 189 | 54 | 7 | 1 | 2 | 14 | 42 | 3 | 15 | 4 | 286 | 345 | 365 | 710 | 79 | 359 | 20 | 7 | 318 | 68 | — | — | — | — | — | — |
| 2012 | 21 | A+ MLE | 2 teams | — | 464 | 427 | 108 | 11 | 7 | 1 | 20 | 106 | 7 | 29 | 9 | 253 | 297 | 319 | 616 | 66 | 330 | 23 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2012 | 21 | A+ RAW | 2 teams | — | 464 | 413 | 114 | 13 | 8 | 2 | 34 | 77 | 7 | 29 | 9 | 276 | 341 | 361 | 702 | 85 | 331 | 17 | 7 | 312 | 68 | — | — | — | — | — | — |
| 2013 | 22 | AA MLE | 3 teams | — | 643 | 591 | 164 | 23 | 8 | 6 | 32 | 159 | 3 | 43 | 15 | 277 | 318 | 374 | 692 | 96 | 369 | 25 | 5 | 295 | 86 | — | — | — | — | — | — |
| 2013 | 22 | AA RAW | 3 teams | — | 643 | 578 | 170 | 27 | 10 | 8 | 45 | 129 | 3 | 43 | 15 | 294 | 348 | 417 | 765 | 123 | 366 | 20 | 7 | 333 | 86 | — | — | — | — | — | — |
| 2014 | 23 | AA MLE | 3 teams | — | 423 | 400 | 126 | 19 | 10 | 4 | 12 | 110 | 0 | 19 | 12 | 315 | 335 | 443 | 777 | 128 | 427 | 26 | 3 | 328 | 108 | — | — | — | — | — | — |
| 2014 | 23 | AA RAW | 3 teams | — | 423 | 391 | 125 | 19 | 12 | 5 | 21 | 91 | 0 | 19 | 12 | 320 | 354 | 468 | 822 | 148 | 407 | 22 | 5 | 353 | 108 | — | — | — | — | — | — |
| 2015 | 24 | MLB MLE | 3 teams | — | 387 | 345 | 91 | 18 | 6 | 5 | 29 | 81 | 2 | 13 | 4 | 264 | 324 | 394 | 719 | 130 | 328 | 21 | 7 | 313 | 98 | -1 | +1 | +2 | +1 | +8 | 1.2 |
| 2015 | 24 | MLB RAW | 3 teams | — | 387 | 341 | 90 | 17 | 6 | 5 | 32 | 80 | 2 | 13 | 4 | 264 | 330 | 393 | 723 | 129 | 328 | 21 | 8 | 315 | 98 | -1 | +1 | +2 | +1 | +8 | 1.2 |
| 2016 | 25 | MLB MLE | San Diego Padres | — | 53 | 48 | 11 | 1 | 1 | 1 | 4 | 13 | 1 | 1 | 0 | 229 | 302 | 354 | 656 | 125 | 294 | 25 | 8 | 300 | 89 | -1 | +0 | +1 | +0 | +1 | 0.2 |
| 2016 | 25 | MLB RAW | San Diego Padres | — | 53 | 48 | 11 | 1 | 1 | 1 | 4 | 13 | 1 | 1 | 0 | 229 | 302 | 354 | 656 | 125 | 294 | 25 | 8 | 297 | 89 | -1 | +0 | +1 | +0 | +1 | 0.2 |
| 2017 | 26 | MLB MLE | 2 teams | — | 558 | 512 | 138 | 22 | 3 | 13 | 36 | 138 | 7 | 14 | 5 | 270 | 326 | 400 | 727 | 131 | 345 | 25 | 6 | 324 | 106 | +4 | +1 | -7 | +2 | +12 | 1.2 |
| 2017 | 26 | MLB RAW | 2 teams | — | 558 | 510 | 140 | 21 | 3 | 14 | 38 | 136 | 7 | 14 | 5 | 275 | 333 | 410 | 743 | 135 | 349 | 24 | 7 | 331 | 106 | +4 | +1 | -7 | +2 | +12 | 1.2 |
| 2018 | 27 | MLB MLE | 2 teams | — | 424 | 388 | 92 | 15 | 5 | 9 | 29 | 147 | 2 | 9 | 1 | 237 | 294 | 371 | 665 | 134 | 358 | 35 | 7 | 296 | 86 | -7 | +1 | +2 | +2 | +9 | 0.7 |
| 2018 | 27 | MLB RAW | 2 teams | — | 424 | 386 | 100 | 17 | 6 | 11 | 31 | 138 | 2 | 9 | 1 | 259 | 317 | 420 | 737 | 161 | 376 | 33 | 7 | 324 | 86 | -7 | +1 | +2 | +2 | +9 | 0.7 |
| 2019 | 28 | AAA MLE | 2 teams | — | 578 | 534 | 120 | 21 | 6 | 12 | 34 | 215 | 6 | 31 | 4 | 225 | 279 | 354 | 633 | 129 | 348 | 37 | 6 | 276 | 73 | — | — | — | — | — | — |
| 2019 | 28 | AAA RAW | 2 teams | — | 578 | 519 | 153 | 30 | 7 | 16 | 49 | 172 | 6 | 31 | 4 | 295 | 362 | 472 | 834 | 177 | 410 | 30 | 8 | 367 | 73 | — | — | — | — | — | — |
| 2022 | 31 | AAA MLE | Memphis Redbirds | — | 414 | 392 | 70 | 13 | 4 | 6 | 17 | 166 | 3 | 14 | 3 | 179 | 218 | 278 | 497 | 99 | 288 | 40 | 4 | 216 | 32 | — | — | — | — | — | — |
| 2022 | 31 | AAA RAW | Memphis Redbirds | — | 414 | 382 | 90 | 17 | 5 | 10 | 27 | 135 | 3 | 14 | 3 | 236 | 291 | 385 | 676 | 149 | 335 | 33 | 7 | 300 | 32 | — | — | — | — | — | — |
| 2011 | 20 | A MLE | Fort Wayne TinCaps | — | 209 | 194 | 49 | 6 | 1 | 2 | 10 | 57 | 3 | 15 | 4 | 253 | 301 | 325 | 626 | 72 | 341 | 27 | 5 | 269 | 68 | — | — | — | — | — | — |
| 2012 | 21 | A+ MLE | 2 teams | — | 464 | 434 | 108 | 11 | 7 | 1 | 20 | 106 | 7 | 29 | 9 | 249 | 297 | 313 | 611 | 65 | 319 | 23 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2013 | 22 | AA MLE | 3 teams | — | 643 | 603 | 164 | 23 | 8 | 6 | 32 | 159 | 3 | 43 | 15 | 272 | 318 | 367 | 684 | 95 | 353 | 25 | 5 | 295 | 86 | — | — | — | — | — | — |
| 2014 | 23 | AA MLE | 3 teams | — | 423 | 408 | 126 | 19 | 10 | 4 | 12 | 110 | 0 | 19 | 12 | 309 | 335 | 434 | 769 | 125 | 411 | 26 | 3 | 328 | 108 | — | — | — | — | — | — |
| 2015 | 24 | MLB MLE | 3 teams | — | 387 | 353 | 91 | 18 | 6 | 5 | 29 | 81 | 2 | 13 | 4 | 258 | 324 | 385 | 710 | 127 | 329 | 21 | 7 | 313 | 98 | — | — | — | — | — | — |
| 2016 | 25 | MLB MLE | San Diego Padres | — | 53 | 48 | 11 | 1 | 1 | 1 | 4 | 13 | 1 | 1 | 0 | 229 | 302 | 354 | 656 | 125 | 294 | 25 | 8 | 300 | 89 | — | — | — | — | — | — |
| 2017 | 26 | MLB MLE | 2 teams | — | 558 | 510 | 138 | 22 | 3 | 13 | 36 | 138 | 7 | 14 | 5 | 271 | 326 | 402 | 728 | 131 | 342 | 25 | 6 | 324 | 106 | — | — | — | — | — | — |
| 2018 | 27 | MLB MLE | 2 teams | — | 424 | 390 | 92 | 15 | 5 | 9 | 29 | 147 | 2 | 9 | 1 | 236 | 294 | 369 | 663 | 133 | 354 | 35 | 7 | 296 | 86 | — | — | — | — | — | — |
| 2019 | 28 | AAA MLE | 2 teams | — | 578 | 533 | 120 | 21 | 6 | 12 | 34 | 215 | 6 | 31 | 4 | 225 | 279 | 355 | 633 | 129 | 344 | 37 | 6 | 276 | 73 | — | — | — | — | — | — |
| 2022 | 31 | AAA MLE | Memphis Redbirds | — | 414 | 391 | 70 | 13 | 4 | 6 | 17 | 166 | 3 | 14 | 3 | 179 | 218 | 279 | 497 | 100 | 284 | 40 | 4 | 216 | 32 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1380 | 1250 | 320 | 49 | 15 | 29 | 99 | 374 | 10 | 34 | 10 | 256 | 315 | 389 | 704 | 133 | 342 | 27 | 7 | 311 | 82 | -5 | +3 | -2 | +9 | +30 | 3.5 | |
| / 162G | — | A+C | — | 650 | 589 | 151 | 23 | 7 | 14 | 47 | 176 | 5 | 16 | 5 | 256 | 317 | 390 | 708 | 134 | 342 | 27 | 7 | 311 | 82 | -3 | +1 | -1 | +4 | +14 | 1.6 | |
| Career | — | MLE | — | 4153 | 3830 | 969 | 149 | 51 | 59 | 223 | 1192 | 34 | 188 | 57 | 253 | 300 | 365 | 665 | 112 | 351 | 29 | 5 | 289 | 82 | -5 | +3 | -2 | +9 | +30 | 3.5 | |
| / 162G | — | MLE | — | 650 | 599 | 151 | 23 | 8 | 9 | 35 | 187 | 5 | 29 | 9 | 252 | 298 | 362 | 661 | 110 | 351 | 29 | 5 | 289 | 82 | -3 | +1 | -1 | +4 | +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.
2022 AAAMemphis Redbirds · 414 PAwOBA .293 → .216 (−78)K% 32.6% → 40.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.61% | ÷0.976 | ×1.200 | — | — | 40.11% |
| BB% (unintentional) /PA | 6.52% | ÷1.053 | ×0.690 | — | ×0.962 | 4.11% |
| HBP% /PA | 0.72% | — | ×0.940 | — | ×0.962 | 0.66% |
| Singles /BIP | 23.48% | ÷1.051 | ×0.930 | ×1.031 | ×0.962 | 20.62% |
| Doubles /BIP | 6.88% | ÷1.019 | ×0.830 | ×1.031 | ×0.962 | 5.56% |
| Triples /BIP | 2.02% | ÷1.150 | ×0.970 | ×1.031 | ×0.962 | 1.69% |
| Home runs /BIP | 4.05% | ÷1.048 | ×0.700 | — | ×0.962 | 2.60% |
Factors used: league row International League. Park (home-season share, regressed): HR 110, 1B 110, 2B 104, 3B 130, K 95, BB 111 — 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 ×1.031.
Result: wOBA .293 → .216; ISO .149 → .100; BABIP .335 → .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).
2019 AAASan Antonio Missions · 476 PAwOBA .378 → .276 (−101)K% 28.6% → 37.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.57% | ÷0.979 | ×1.290 | — | — | 37.63% |
| BB% (unintentional) /PA | 9.03% | ÷1.055 | ×0.710 | — | ×0.992 | 6.03% |
| HBP% /PA | 1.26% | — | ×0.980 | — | ×0.992 | 1.23% |
| Singles /BIP | 29.17% | ÷0.995 | ×0.900 | ×0.950 | ×0.992 | 24.87% |
| Doubles /BIP | 9.72% | ÷1.045 | ×0.810 | ×0.950 | ×0.992 | 7.10% |
| Triples /BIP | 1.74% | ÷0.930 | ×0.810 | ×0.950 | ×0.992 | 1.42% |
| Home runs /BIP | 4.86% | ÷0.977 | ×0.780 | — | ×0.992 | 3.85% |
Factors used: league row PCL. Park (home-season share, regressed): HR 95, 1B 99, 2B 109, 3B 86, K 96, BB 111 — 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 ×0.950.
Result: wOBA .378 → .276; ISO .189 → .133; BABIP .422 → .343. 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 AAAEl Paso Chihuahuas · 95 PAwOBA .414 → .291 (−123)K% 31.6% → 41.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.58% | ÷0.983 | ×1.290 | — | — | 41.45% |
| BB% (unintentional) /PA | 6.32% | ÷0.986 | ×0.710 | — | ×1.003 | 4.56% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.003 | 0.00% |
| Singles /BIP | 27.59% | ÷1.032 | ×0.900 | — | ×1.003 | 24.14% |
| Doubles /BIP | 13.79% | ÷1.098 | ×0.810 | — | ×1.003 | 10.21% |
| Triples /BIP | 3.45% | ÷1.150 | ×0.810 | — | ×1.003 | 2.44% |
| Home runs /BIP | 6.90% | ÷1.045 | ×0.780 | — | ×1.003 | 5.16% |
Factors used: league row PCL. Park (home-season share, regressed): HR 109, 1B 106, 2B 120, 3B 130, K 97, BB 97 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average).
Result: wOBA .414 → .291; ISO .273 → .178; BABIP .481 → .388. 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 AAAEl Paso Chihuahuas · 72 PAwOBA .380 → .323 (−57)K% 11.1% → 14.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.11% | ÷1.005 | ×1.290 | — | — | 14.27% |
| BB% (unintentional) /PA | 5.56% | ÷0.921 | ×0.710 | — | ×1.018 | 4.36% |
| HBP% /PA | 2.78% | — | ×0.980 | — | ×1.018 | 2.77% |
| Singles /BIP | 31.03% | ÷1.040 | ×0.900 | ×1.018 | ×1.018 | 27.84% |
| Doubles /BIP | 5.17% | ÷0.983 | ×0.810 | ×1.018 | ×1.018 | 4.41% |
| Triples /BIP | 1.72% | ÷1.049 | ×0.810 | ×1.018 | ×1.018 | 1.38% |
| Home runs /BIP | 1.72% | ÷1.087 | ×0.780 | — | ×1.018 | 1.26% |
Factors used: league row PCL. Park (home-season share, regressed): HR 117, 1B 108, 2B 97, 3B 110, K 101, BB 84 — 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 ×1.018.
Result: wOBA .380 → .323; ISO .121 → .094; BABIP .386 → .341. 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 AASan Antonio Missions · 27 PAwOBA .214 → .189 (−25)K% 7.4% → 9.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 7.41% | ÷0.963 | ×1.220 | — | — | 9.39% |
| BB% (unintentional) /PA | 3.70% | ÷1.010 | ×0.700 | — | ×1.012 | 2.60% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.012 | 0.00% |
| Singles /BIP | 16.67% | ÷0.984 | ×0.920 | — | ×1.012 | 15.78% |
| Doubles /BIP | 0.00% | ÷0.989 | ×0.840 | — | ×1.012 | 0.00% |
| Triples /BIP | 4.17% | ÷1.124 | ×0.940 | — | ×1.012 | 3.53% |
| Home runs /BIP | 0.00% | ÷0.885 | ×0.800 | — | ×1.012 | 0.00% |
Factors used: league row TL. Park (home-season share, regressed): HR 77, 1B 97, 2B 98, 3B 125, K 93, BB 102 — 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).
Result: wOBA .214 → .189; ISO .077 → .064; BABIP .208 → .193. 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 AAAEl Paso Chihuahuas · 15 PAwOBA .367 → .333 (−34)K% 20.0% → 26.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷0.980 | ×1.290 | — | — | 26.34% |
| BB% (unintentional) /PA | 13.33% | ÷0.972 | ×0.710 | — | ×1.048 | 10.21% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.048 | 0.00% |
| Singles /BIP | 22.22% | ÷1.017 | ×0.900 | — | ×1.048 | 20.61% |
| Doubles /BIP | 0.00% | ÷0.970 | ×0.810 | — | ×1.048 | 0.00% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.810 | — | ×1.048 | 0.00% |
| Home runs /BIP | 11.11% | ÷0.919 | ×0.780 | — | ×1.048 | 9.89% |
Factors used: league row PCL. Park (home-season share, regressed): HR 84, 1B 103, 2B 94, 3B 130, K 96, BB 94 — 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).
Result: wOBA .367 → .333; ISO .250 → .235; BABIP .250 → .229. 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 AASan Antonio Missions · 303 PAwOBA .347 → .327 (−20)K% 20.8% → 26.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.79% | ÷0.942 | ×1.220 | — | — | 26.94% |
| BB% (unintentional) /PA | 4.29% | ÷1.083 | ×0.700 | — | ×1.027 | 2.85% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.027 | 0.00% |
| Singles /BIP | 30.28% | ÷0.948 | ×0.920 | ×1.050 | ×1.027 | 31.68% |
| Doubles /BIP | 7.80% | ÷1.020 | ×0.840 | ×1.050 | ×1.027 | 6.92% |
| Triples /BIP | 3.67% | ÷1.065 | ×0.940 | ×1.050 | ×1.027 | 3.49% |
| Home runs /BIP | 0.92% | ÷0.960 | ×0.800 | — | ×1.027 | 0.78% |
Factors used: league row TL. Park (home-season share, regressed): HR 92, 1B 90, 2B 104, 3B 113, K 88, BB 117 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .347 → .327; ISO .139 → .123; BABIP .421 → .424. 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 AASan Antonio Missions · 319 PAwOBA .297 → .290 (−8)K% 19.1% → 23.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.12% | ÷1.000 | ×1.220 | — | — | 23.32% |
| BB% (unintentional) /PA | 5.33% | ÷1.047 | ×0.700 | — | ×1.042 | 3.71% |
| HBP% /PA | 0.63% | — | ×0.870 | — | ×1.042 | 0.57% |
| Singles /BIP | 30.09% | ÷0.983 | ×0.920 | ×1.050 | ×1.042 | 30.81% |
| Doubles /BIP | 4.42% | ÷1.053 | ×0.840 | ×1.050 | ×1.042 | 3.86% |
| Triples /BIP | 1.33% | ÷1.056 | ×0.940 | ×1.050 | ×1.042 | 1.29% |
| Home runs /BIP | 0.88% | ÷0.872 | ×0.800 | — | ×1.042 | 0.85% |
Factors used: league row TL. Park (home-season share, regressed): HR 74, 1B 97, 2B 111, 3B 111, K 100, BB 109 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .297 → .290; ISO .077 → .072; BABIP .358 → .360. 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 — .