Cameron Perkins
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2017 | 26 | AAA/INTL2 orgs | 344 | .288/.375/.445 | 7 | 4 | 92 | — | .239/.304/.369 | |
| 2017 | 26 | MLBPHI | 97 | .182/.242/.273 | 1 | 0 | 43 | -1.1 | ||
| 2018 | 27 | AAA/INTL2 orgs | 438 | .251/.311/.401 | 10 | 8 | 63 | — | .216/.260/.350 | |
| 2019 | 28 | AAAOklahoma City… | 326 | .282/.351/.459 | 9 | 7 | 64 | — | .209/.265/.331 | |
| 2020 | 29 | No MLB games played | ||||||||
| 2021 | 30 | No MLB games played | ||||||||
| 2022 | 31 | No MLB games played | ||||||||
| 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) | |||||||||||||||||||||||||||||||
| 2012 | 21 | ROK | GCL Phillies | — | 20 | 19 | 3 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 158 | 158 | 158 | 316 | 167 | 10 | 0 | 136 | -38 | — | — | — | — | — | — | |
| 2013 | 22 | A+ | Clearwater Threshers | — | 424 | 387 | 114 | 30 | 5 | 6 | 25 | 57 | 7 | 4 | 5 | 295 | 348 | 444 | 793 | 150 | 330 | 13 | 6 | 348 | 85 | — | — | — | — | — | — |
| 2013 | 22 | INTL | Peoria Javelinas | — | 61 | 51 | 11 | 4 | 2 | 0 | 5 | 7 | 4 | 1 | 2 | 216 | 333 | 373 | 706 | 157 | 250 | 11 | 8 | 317 | 100 | — | — | — | — | — | — |
| 2014 | 23 | AAA | Lehigh Valley IronPigs | — | 272 | 255 | 55 | 9 | 3 | 2 | 13 | 49 | 2 | 3 | 3 | 216 | 259 | 298 | 557 | 82 | 260 | 18 | 5 | 251 | 36 | — | — | — | — | — | — |
| 2014 | 23 | AA | Reading Fightin Phils | — | 222 | 196 | 67 | 19 | 1 | 3 | 20 | 30 | 2 | 5 | 3 | 342 | 408 | 495 | 903 | 153 | 393 | 14 | 9 | 394 | 122 | — | — | — | — | — | — |
| 2014 | 23 | INTL | Tiburones de La Guaira | — | 26 | 24 | 7 | 0 | 1 | 0 | 0 | 6 | 2 | 0 | 0 | 292 | 346 | 375 | 721 | 83 | 389 | 23 | 0 | 327 | 108 | — | — | — | — | — | — |
| 2015 | 24 | AA | Reading Fightin Phils | — | 418 | 377 | 95 | 25 | 1 | 11 | 25 | 53 | 7 | 7 | 1 | 252 | 311 | 411 | 722 | 159 | 264 | 13 | 6 | 315 | 74 | — | — | — | — | — | — |
| 2016 | 25 | AAA | Lehigh Valley IronPigs | — | 433 | 408 | 119 | 20 | 4 | 8 | 21 | 59 | 2 | 11 | 4 | 292 | 329 | 419 | 749 | 127 | 325 | 14 | 5 | 332 | 75 | — | — | — | — | — | — |
| 2016 | 25 | INTL | Gigantes del Cibao | — | 82 | 75 | 22 | 6 | 0 | 1 | 5 | 14 | 1 | 2 | 2 | 293 | 346 | 413 | 759 | 120 | 344 | 17 | 6 | 336 | 114 | — | — | — | — | — | — |
| 2017 | 26 | MLB | Philadelphia Phillies | — | 97 | 88 | 16 | 5 | 0 | 1 | 5 | 23 | 2 | 0 | 0 | 182 | 242 | 273 | 515 | 91 | 227 | 24 | 5 | 232 | 43 | -7 | +0 | -2 | -5 | +2 | -1.1 |
| 2017 | 26 | AAA | Lehigh Valley IronPigs | — | 295 | 257 | 74 | 18 | 1 | 7 | 30 | 47 | 6 | 3 | 2 | 288 | 375 | 447 | 823 | 160 | 328 | 16 | 10 | 366 | 86 | — | — | — | — | — | — |
| 2017 | 26 | INTL | Gigantes del Cibao | — | 49 | 42 | 12 | 6 | 0 | 0 | 6 | 5 | 0 | 1 | 0 | 286 | 375 | 429 | 804 | 143 | 316 | 10 | 12 | 353 | 125 | — | — | — | — | — | — |
| 2018 | 27 | AAA | Tacoma Rainiers | — | 397 | 362 | 93 | 25 | 2 | 10 | 25 | 68 | 6 | 8 | 4 | 257 | 316 | 420 | 735 | 163 | 288 | 17 | 6 | 324 | 65 | — | — | — | — | — | — |
| 2018 | 27 | INTL | Leones del Escogido | — | 41 | 37 | 7 | 1 | 0 | 0 | 3 | 7 | 1 | 0 | 1 | 189 | 268 | 216 | 485 | 27 | 233 | 17 | 7 | 233 | 44 | — | — | — | — | — | — |
| 2019 | 28 | AAA | Oklahoma City Dodgers | — | 326 | 294 | 83 | 23 | 1 | 9 | 24 | 49 | 7 | 7 | 1 | 282 | 351 | 459 | 810 | 177 | 314 | 15 | 7 | 359 | 64 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 97 | 88 | 16 | 5 | 0 | 1 | 5 | 23 | 2 | 0 | 0 | 182 | 242 | 273 | 515 | 91 | 227 | 24 | 5 | 232 | 43 | -7 | +0 | -2 | -5 | +2 | -1.1 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 21 | ROK MLE | GCL Phillies | — | 20 | 19 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 105 | 105 | 105 | 211 | 133 | 15 | 0 | 112 | -38 | — | — | — | — | — | — | |
| 2013 | 22 | A+ MLE | Clearwater Threshers | — | 424 | 394 | 101 | 28 | 4 | 4 | 18 | 83 | 7 | 4 | 5 | 256 | 301 | 378 | 679 | 122 | 308 | 20 | 4 | 294 | 85 | — | — | — | — | — | — |
| 2014 | 23 | AAA MLE | Lehigh Valley IronPigs | — | 272 | 259 | 53 | 8 | 3 | 2 | 9 | 56 | 2 | 3 | 3 | 205 | 237 | 282 | 519 | 77 | 246 | 21 | 3 | 222 | 36 | — | — | — | — | — | — |
| 2014 | 23 | AA MLE | Reading Fightin Phils | — | 222 | 203 | 66 | 17 | 1 | 2 | 13 | 38 | 2 | 5 | 3 | 325 | 372 | 448 | 820 | 123 | 380 | 17 | 6 | 348 | 122 | — | — | — | — | — | — |
| 2015 | 24 | AA MLE | Reading Fightin Phils | — | 418 | 386 | 91 | 23 | 1 | 9 | 16 | 61 | 7 | 7 | 1 | 236 | 279 | 370 | 649 | 135 | 249 | 15 | 4 | 278 | 74 | — | — | — | — | — | — |
| 2016 | 25 | AAA MLE | Lehigh Valley IronPigs | — | 433 | 415 | 105 | 16 | 3 | 7 | 14 | 70 | 2 | 11 | 4 | 253 | 281 | 357 | 637 | 104 | 289 | 16 | 3 | 279 | 75 | — | — | — | — | — | — |
| 2017 | 26 | MLB MLE | Philadelphia Phillies | — | 97 | 88 | 16 | 5 | 0 | 1 | 5 | 23 | 2 | 0 | 0 | 182 | 242 | 273 | 515 | 91 | 227 | 24 | 5 | 232 | 43 | -7 | +0 | -2 | -5 | +2 | -1.1 |
| 2017 | 26 | AAA MLE | Lehigh Valley IronPigs | — | 295 | 268 | 64 | 15 | 1 | 6 | 19 | 59 | 6 | 3 | 2 | 239 | 304 | 369 | 673 | 131 | 283 | 20 | 6 | 296 | 86 | — | — | — | — | — | — |
| 2018 | 27 | AAA MLE | Tacoma Rainiers | — | 397 | 371 | 80 | 22 | 2 | 8 | 16 | 85 | 6 | 8 | 4 | 216 | 260 | 350 | 610 | 135 | 251 | 21 | 4 | 265 | 65 | — | — | — | — | — | — |
| 2019 | 28 | AAA MLE | Oklahoma City Dodgers | — | 326 | 302 | 63 | 17 | 1 | 6 | 16 | 62 | 7 | 7 | 1 | 209 | 265 | 331 | 596 | 123 | 243 | 19 | 5 | 263 | 64 | — | — | — | — | — | — |
| 2012 | 21 | ROK MLE | GCL Phillies | — | 20 | 19 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 105 | 105 | 105 | 211 | 118 | 15 | 0 | 112 | -38 | — | — | — | — | — | — | |
| 2012 | 21 | ROK RAW | GCL Phillies | — | 20 | 19 | 3 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 158 | 158 | 158 | 316 | 167 | 10 | 0 | 136 | -38 | — | — | — | — | — | — | |
| 2013 | 22 | A+ MLE | 2 teams | — | 485 | 448 | 116 | 32 | 5 | 5 | 20 | 95 | 11 | 5 | 7 | 259 | 307 | 386 | 693 | 127 | 316 | 20 | 4 | 294 | 85 | — | — | — | — | — | — |
| 2013 | 22 | A+ RAW | 2 teams | — | 485 | 438 | 125 | 34 | 7 | 6 | 30 | 64 | 11 | 5 | 7 | 285 | 347 | 436 | 783 | 151 | 321 | 13 | 6 | 344 | 85 | — | — | — | — | — | — |
| 2014 | 23 | AAA MLE | 3 teams | — | 520 | 485 | 124 | 26 | 4 | 4 | 23 | 98 | 6 | 8 | 6 | 256 | 298 | 351 | 648 | 95 | 313 | 19 | 4 | 279 | 75 | — | — | — | — | — | — |
| 2014 | 23 | AAA RAW | 3 teams | — | 520 | 475 | 129 | 28 | 5 | 5 | 33 | 85 | 6 | 8 | 6 | 272 | 327 | 383 | 710 | 112 | 322 | 16 | 6 | 316 | 75 | — | — | — | — | — | — |
| 2015 | 24 | AA MLE | Reading Fightin Phils | — | 418 | 386 | 91 | 23 | 1 | 9 | 16 | 61 | 7 | 7 | 1 | 236 | 279 | 370 | 649 | 135 | 255 | 15 | 4 | 278 | 74 | — | — | — | — | — | — |
| 2015 | 24 | AA RAW | Reading Fightin Phils | — | 418 | 377 | 95 | 25 | 1 | 11 | 25 | 53 | 7 | 7 | 1 | 252 | 311 | 411 | 722 | 159 | 264 | 13 | 6 | 315 | 74 | — | — | — | — | — | — |
| 2016 | 25 | AAA MLE | 2 teams | — | 515 | 492 | 125 | 19 | 4 | 9 | 17 | 83 | 3 | 13 | 6 | 254 | 283 | 364 | 647 | 110 | 289 | 16 | 3 | 279 | 75 | — | — | — | — | — | — |
| 2016 | 25 | AAA RAW | 2 teams | — | 515 | 483 | 141 | 26 | 4 | 9 | 26 | 73 | 3 | 13 | 6 | 292 | 332 | 418 | 750 | 126 | 328 | 14 | 5 | 332 | 75 | — | — | — | — | — | — |
| 2017 | 26 | AAA MLE | 3 teams | — | 441 | 401 | 90 | 23 | 1 | 7 | 27 | 92 | 8 | 4 | 2 | 224 | 287 | 339 | 626 | 115 | 271 | 21 | 6 | 280 | 76 | — | — | — | — | — | — |
| 2017 | 26 | AAA RAW | 3 teams | — | 441 | 387 | 102 | 29 | 1 | 8 | 41 | 75 | 8 | 4 | 2 | 264 | 346 | 406 | 752 | 142 | 305 | 17 | 9 | 335 | 76 | — | — | — | — | — | — |
| 2018 | 27 | AAA MLE | 2 teams | — | 438 | 409 | 88 | 24 | 2 | 9 | 18 | 94 | 7 | 8 | 5 | 215 | 260 | 350 | 610 | 134 | 255 | 21 | 4 | 265 | 65 | — | — | — | — | — | — |
| 2018 | 27 | AAA RAW | 2 teams | — | 438 | 399 | 100 | 26 | 2 | 10 | 28 | 75 | 7 | 8 | 5 | 251 | 311 | 401 | 712 | 150 | 283 | 17 | 6 | 316 | 65 | — | — | — | — | — | — |
| 2019 | 28 | AAA MLE | Oklahoma City Dodgers | — | 326 | 302 | 63 | 17 | 1 | 6 | 16 | 62 | 7 | 7 | 1 | 209 | 265 | 331 | 596 | 123 | 244 | 19 | 5 | 263 | 64 | — | — | — | — | — | — |
| 2019 | 28 | AAA RAW | Oklahoma City Dodgers | — | 326 | 294 | 83 | 23 | 1 | 9 | 24 | 49 | 7 | 7 | 1 | 282 | 351 | 459 | 810 | 177 | 314 | 15 | 7 | 359 | 64 | — | — | — | — | — | — |
| 2012 | 21 | ROK MLE | GCL Phillies | — | 20 | 20 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 100 | 105 | 100 | 205 | 133 | 15 | 0 | 112 | -38 | — | — | — | — | — | — | |
| 2013 | 22 | A+ MLE | 2 teams | — | 485 | 451 | 116 | 32 | 5 | 5 | 20 | 95 | 11 | 5 | 7 | 257 | 307 | 384 | 690 | 126 | 308 | 20 | 4 | 294 | 85 | — | — | — | — | — | — |
| 2014 | 23 | AAA MLE | 3 teams | — | 520 | 486 | 124 | 26 | 4 | 4 | 23 | 98 | 6 | 8 | 6 | 255 | 298 | 350 | 647 | 95 | 306 | 19 | 4 | 279 | 75 | — | — | — | — | — | — |
| 2015 | 24 | AA MLE | Reading Fightin Phils | — | 418 | 392 | 91 | 23 | 1 | 9 | 16 | 61 | 7 | 7 | 1 | 232 | 279 | 365 | 644 | 133 | 249 | 15 | 4 | 278 | 74 | — | — | — | — | — | — |
| 2016 | 25 | AAA MLE | 2 teams | — | 515 | 490 | 125 | 19 | 4 | 9 | 17 | 83 | 3 | 13 | 6 | 255 | 283 | 365 | 649 | 110 | 289 | 16 | 3 | 279 | 75 | — | — | — | — | — | — |
| 2017 | 26 | AAA MLE | 3 teams | — | 441 | 403 | 90 | 23 | 1 | 7 | 27 | 92 | 8 | 4 | 2 | 223 | 287 | 337 | 624 | 114 | 269 | 21 | 6 | 280 | 76 | — | — | — | — | — | — |
| 2018 | 27 | AAA MLE | 2 teams | — | 438 | 410 | 88 | 24 | 2 | 9 | 18 | 94 | 7 | 8 | 5 | 215 | 260 | 349 | 609 | 134 | 251 | 21 | 4 | 265 | 65 | — | — | — | — | — | — |
| 2019 | 28 | AAA MLE | Oklahoma City Dodgers | — | 326 | 300 | 63 | 17 | 1 | 6 | 16 | 62 | 7 | 7 | 1 | 210 | 265 | 333 | 598 | 123 | 243 | 19 | 5 | 263 | 64 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 97 | 88 | 16 | 5 | 0 | 1 | 5 | 23 | 2 | 0 | 0 | 182 | 242 | 273 | 515 | 91 | 227 | 24 | 5 | 232 | 73 | -7 | +0 | -2 | -5 | +2 | -1.1 | |
| / 162G | — | A+C | — | 650 | 590 | 108 | 34 | 0 | 7 | 34 | 154 | 13 | 0 | 0 | 183 | 243 | 276 | 520 | 93 | 229 | 24 | 5 | 232 | 73 | -44 | +0 | -13 | -32 | +14 | -7.6 | |
| Career | — | MLE | — | 3163 | 2942 | 699 | 164 | 18 | 49 | 137 | 588 | 49 | 52 | 28 | 238 | 283 | 356 | 638 | 118 | 280 | 19 | 4 | 277 | 73 | -7 | +0 | -2 | -5 | +2 | -1.1 | |
| / 162G | — | MLE | — | 650 | 605 | 144 | 34 | 4 | 10 | 28 | 121 | 10 | 11 | 6 | 238 | 283 | 357 | 640 | 119 | 280 | 19 | 4 | 277 | 73 | -44 | +0 | -13 | -32 | +14 | -7.6 | |
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.
2019 AAAOklahoma City Dodgers · 326 PAwOBA .348 → .263 (−85)K% 15.0% → 19.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.03% | ÷1.014 | ×1.290 | — | — | 19.12% |
| BB% (unintentional) /PA | 7.06% | ÷0.993 | ×0.710 | — | ×0.982 | 4.95% |
| HBP% /PA | 2.15% | — | ×0.980 | — | ×0.982 | 2.07% |
| Singles /BIP | 20.41% | ÷1.048 | ×0.900 | ×0.950 | ×0.982 | 16.36% |
| Doubles /BIP | 9.39% | ÷1.012 | ×0.810 | ×0.950 | ×0.982 | 7.01% |
| Triples /BIP | 0.41% | ÷1.045 | ×0.810 | ×0.950 | ×0.982 | 0.30% |
| Home runs /BIP | 3.67% | ÷1.073 | ×0.780 | — | ×0.982 | 2.62% |
Factors used: league row PCL. Park (home-season share, regressed): HR 115, 1B 110, 2B 102, 3B 109, K 103, BB 99 — 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 ×0.950.
Result: wOBA .348 → .263; ISO .177 → .127; BABIP .314 → .243. 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 AAATacoma Rainiers · 397 PAwOBA .318 → .265 (−53)K% 17.1% → 21.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.13% | ÷1.031 | ×1.290 | — | — | 21.43% |
| BB% (unintentional) /PA | 6.30% | ÷1.103 | ×0.710 | — | ×0.992 | 4.02% |
| HBP% /PA | 1.51% | — | ×0.980 | — | ×0.992 | 1.47% |
| Singles /BIP | 19.05% | ÷1.006 | ×0.900 | ×0.981 | ×0.992 | 16.58% |
| Doubles /BIP | 8.50% | ÷0.885 | ×0.810 | ×0.981 | ×0.992 | 7.57% |
| Triples /BIP | 0.68% | ÷0.900 | ×0.810 | ×0.981 | ×0.992 | 0.60% |
| Home runs /BIP | 3.40% | ÷0.918 | ×0.780 | — | ×0.992 | 2.87% |
Factors used: league row PCL. Park (home-season share, regressed): HR 84, 1B 101, 2B 77, 3B 80, K 106, BB 121 — 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 ×0.981.
Result: wOBA .318 → .265; ISO .163 → .139; BABIP .288 → .251. 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 AAALehigh Valley IronPigs · 295 PAwOBA .356 → .296 (−60)K% 15.9% → 19.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.93% | ÷0.961 | ×1.200 | — | — | 19.89% |
| BB% (unintentional) /PA | 9.49% | ÷1.014 | ×0.690 | — | ×1.003 | 6.48% |
| HBP% /PA | 2.03% | — | ×0.940 | — | ×1.003 | 1.92% |
| Singles /BIP | 22.86% | ÷1.055 | ×0.930 | ×0.986 | ×1.003 | 19.93% |
| Doubles /BIP | 8.57% | ÷0.969 | ×0.830 | ×0.986 | ×1.003 | 7.26% |
| Triples /BIP | 0.48% | ÷1.047 | ×0.970 | ×0.986 | ×1.003 | 0.44% |
| Home runs /BIP | 3.33% | ÷1.043 | ×0.840 | — | ×1.003 | 2.69% |
Factors used: league row IL. Park (home-season share, regressed): HR 109, 1B 111, 2B 94, 3B 109, K 92, BB 103 — 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 ×0.986.
Result: wOBA .356 → .296; ISO .160 → .133; BABIP .328 → .283. 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 AAALehigh Valley IronPigs · 433 PAwOBA .323 → .279 (−44)K% 13.6% → 16.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.63% | ÷1.018 | ×1.200 | — | — | 16.06% |
| BB% (unintentional) /PA | 4.85% | ÷1.035 | ×0.690 | — | ×1.018 | 3.29% |
| HBP% /PA | 0.46% | — | ×0.940 | — | ×1.018 | 0.44% |
| Singles /BIP | 24.93% | ÷1.028 | ×0.930 | ×0.986 | ×1.018 | 22.64% |
| Doubles /BIP | 5.73% | ÷1.018 | ×0.830 | ×0.986 | ×1.018 | 4.69% |
| Triples /BIP | 1.15% | ÷1.107 | ×0.970 | ×0.986 | ×1.018 | 1.01% |
| Home runs /BIP | 2.29% | ÷0.942 | ×0.840 | — | ×1.018 | 2.08% |
Factors used: league row IL. Park (home-season share, regressed): HR 88, 1B 106, 2B 104, 3B 121, K 104, BB 107 — 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 ×0.986.
Result: wOBA .323 → .279; ISO .127 → .110; BABIP .325 → .289. 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 AAReading Fightin Phils · 418 PAwOBA .309 → .278 (−31)K% 12.7% → 14.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.68% | ÷1.060 | ×1.220 | — | — | 14.59% |
| BB% (unintentional) /PA | 5.74% | ÷1.029 | ×0.700 | — | ×0.998 | 3.90% |
| HBP% /PA | 1.67% | — | ×0.850 | — | ×0.998 | 1.42% |
| Singles /BIP | 17.90% | ÷0.995 | ×0.970 | ×0.998 | ×0.998 | 17.37% |
| Doubles /BIP | 7.72% | ÷0.949 | ×0.860 | ×0.998 | ×0.998 | 6.97% |
| Triples /BIP | 0.31% | ÷1.150 | ×0.950 | ×0.998 | ×0.998 | 0.25% |
| Home runs /BIP | 3.40% | ÷1.021 | ×0.780 | — | ×0.998 | 2.59% |
Factors used: league row EL. Park (home-season share, regressed): HR 104, 1B 99, 2B 90, 3B 130, K 112, BB 106 — 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 ×0.998.
Result: wOBA .309 → .278; ISO .159 → .135; BABIP .264 → .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).
2014 AAALehigh Valley IronPigs · 272 PAwOBA .243 → .222 (−21)K% 18.0% → 20.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.01% | ÷1.050 | ×1.200 | — | — | 20.60% |
| BB% (unintentional) /PA | 4.41% | ÷0.970 | ×0.690 | — | ×1.048 | 3.29% |
| HBP% /PA | 0.74% | — | ×0.940 | — | ×1.048 | 0.72% |
| Singles /BIP | 19.90% | ÷1.006 | ×0.930 | ×1.001 | ×1.048 | 19.30% |
| Doubles /BIP | 4.37% | ÷0.999 | ×0.830 | ×1.001 | ×1.048 | 3.81% |
| Triples /BIP | 1.46% | ÷1.136 | ×0.970 | ×1.001 | ×1.048 | 1.30% |
| Home runs /BIP | 0.97% | ÷0.922 | ×0.840 | — | ×1.048 | 0.93% |
Factors used: league row IL. Park (home-season share, regressed): HR 84, 1B 101, 2B 100, 3B 127, K 110, 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.001.
Result: wOBA .243 → .222; ISO .082 → .074; BABIP .260 → .246. 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 AAReading Fightin Phils · 222 PAwOBA .382 → .348 (−34)K% 13.5% → 16.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.51% | ÷0.974 | ×1.220 | — | — | 16.92% |
| BB% (unintentional) /PA | 8.56% | ÷1.064 | ×0.700 | — | ×1.012 | 5.70% |
| HBP% /PA | 0.90% | — | ×0.850 | — | ×1.012 | 0.77% |
| Singles /BIP | 26.51% | ÷0.974 | ×0.970 | ×1.004 | ×1.012 | 26.82% |
| Doubles /BIP | 11.45% | ÷0.984 | ×0.860 | ×1.004 | ×1.012 | 10.16% |
| Triples /BIP | 0.60% | ÷0.923 | ×0.950 | ×1.004 | ×1.012 | 0.63% |
| Home runs /BIP | 1.81% | ÷1.317 | ×0.780 | — | ×1.012 | 1.08% |
Factors used: league row EL. Park (home-season share, regressed): HR 163, 1B 95, 2B 97, 3B 85, K 95, BB 113 — 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 ×1.004.
Result: wOBA .382 → .348; ISO .153 → .127; BABIP .393 → .380. 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 A+Clearwater Threshers · 424 PAwOBA .341 → .294 (−47)K% 13.4% → 19.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.44% | ÷0.980 | ×1.420 | — | — | 19.49% |
| BB% (unintentional) /PA | 5.90% | ÷1.045 | ×0.750 | — | ×0.998 | 4.22% |
| HBP% /PA | 1.65% | — | ×0.930 | — | ×0.998 | 1.53% |
| Singles /BIP | 22.12% | ÷0.988 | ×0.920 | ×0.996 | ×0.998 | 20.46% |
| Doubles /BIP | 9.09% | ÷0.978 | ×0.960 | ×0.996 | ×0.998 | 8.87% |
| Triples /BIP | 1.52% | ÷0.900 | ×0.810 | ×0.996 | ×0.998 | 1.36% |
| Home runs /BIP | 1.82% | ÷1.253 | ×0.880 | — | ×0.998 | 1.27% |
Factors used: league row FSL. Park (home-season share, regressed): HR 151, 1B 98, 2B 96, 3B 80, K 96, BB 109 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.996.
Result: wOBA .341 → .294; ISO .150 → .126; BABIP .330 → .308. 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 — .