James Jones
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2014 | 25 | AAASEA | 173 | .282/.341/.397 | 2 | 7 | 75 | — | .256/.300/.362 | |
| 2014 | 25 | MLBSEA | 328 | .250/.278/.311 | 0 | 27 | 65 | -0.8 | ||
| 2015 | 26 | AAA/INTL2 orgs | 458 | .295/.378/.408 | 2 | 32 | 104 | — | .256/.325/.361 | |
| 2015 | 26 | MLBSEA | 31 | .103/.161/.138 | 0 | 1 | -15 | -0.4 | ||
| 2016 | 27 | AAATEX | 305 | .232/.298/.330 | 3 | 12 | 41 | — | .198/.248/.276 | |
| 2017 | 28 | No MLB games played | ||||||||
| 2018 | 29 | No MLB games played | ||||||||
| 2019 | 30 | No MLB games played | ||||||||
| 2020 | 31 | No MLB games played | ||||||||
| 2021 | 32 | No MLB games played | ||||||||
| 2022 | 33 | No MLB games played | ||||||||
| 2023 | 34 | No MLB games played | ||||||||
| 2024 | 35 | No MLB games played | ||||||||
| 2025 | 36 | No MLB games played | ||||||||
| 2026 | 37 | 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) | |||||||||||||||||||||||||||||||
| 2010 | 21 | A | Clinton LumberKings | — | 560 | 491 | 132 | 24 | 10 | 12 | 62 | 122 | 5 | 24 | 10 | 269 | 357 | 432 | 788 | 163 | 335 | 22 | 11 | 351 | 74 | — | — | — | — | — | — |
| 2011 | 22 | A+ | High Desert Mavericks | — | 344 | 296 | 73 | 16 | 4 | 5 | 42 | 92 | 4 | 16 | 3 | 247 | 348 | 378 | 726 | 132 | 340 | 27 | 12 | 329 | 49 | — | — | — | — | — | — |
| 2011 | 22 | INTL | Adelaide Bite | — | 191 | 166 | 51 | 11 | 2 | 8 | 20 | 34 | 5 | 6 | 5 | 307 | 398 | 542 | 940 | 235 | 347 | 18 | 10 | 412 | 165 | — | — | — | — | — | — |
| 2012 | 23 | A+ | High Desert Mavericks | — | 559 | 493 | 151 | 28 | 12 | 14 | 54 | 124 | 5 | 26 | 17 | 306 | 380 | 497 | 877 | 191 | 382 | 22 | 10 | 382 | 80 | — | — | — | — | — | — |
| 2013 | 24 | AAA | Tacoma Rainiers | — | 17 | 15 | 5 | 2 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 333 | 412 | 467 | 878 | 133 | 385 | 12 | 12 | 393 | 112 | — | — | — | — | — | — |
| 2013 | 24 | AA | Jackson Generals | — | 405 | 363 | 100 | 14 | 10 | 6 | 40 | 72 | 0 | 28 | 9 | 275 | 347 | 419 | 766 | 143 | 330 | 18 | 10 | 340 | 74 | — | — | — | — | — | — |
| 2014 | 25 | MLB | Seattle Mariners | — | 328 | 312 | 78 | 9 | 5 | 0 | 12 | 67 | 0 | 27 | 1 | 250 | 278 | 311 | 589 | 61 | 318 | 20 | 4 | 262 | 65 | -14 | +5 | -8 | +2 | +7 | -0.8 |
| 2014 | 25 | AAA | Tacoma Rainiers | — | 173 | 156 | 44 | 6 | 3 | 2 | 13 | 31 | 1 | 7 | 3 | 282 | 341 | 397 | 739 | 115 | 341 | 18 | 8 | 326 | 75 | — | — | — | — | — | — |
| 2015 | 26 | MLB | Seattle Mariners | — | 31 | 29 | 3 | 1 | 0 | 0 | 2 | 13 | 0 | 1 | 1 | 103 | 161 | 138 | 299 | 34 | 188 | 42 | 6 | 145 | -15 | -4 | -0 | -2 | +2 | +1 | -0.4 |
| 2015 | 26 | AAA | Tacoma Rainiers | — | 310 | 265 | 72 | 12 | 7 | 1 | 38 | 43 | 2 | 25 | 4 | 272 | 367 | 381 | 748 | 109 | 318 | 14 | 12 | 335 | 86 | — | — | — | — | — | — |
| 2015 | 26 | INTL | Tigres de Aragua | — | 148 | 132 | 45 | 9 | 2 | 1 | 12 | 20 | 1 | 7 | 3 | 341 | 400 | 462 | 862 | 121 | 393 | 14 | 8 | 377 | 141 | — | — | — | — | — | — |
| 2016 | 27 | AAA | Round Rock Express | — | 305 | 276 | 64 | 10 | 4 | 3 | 23 | 87 | 3 | 12 | 7 | 232 | 298 | 330 | 628 | 98 | 326 | 29 | 8 | 283 | 41 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 359 | 341 | 81 | 10 | 5 | 0 | 14 | 80 | 0 | 28 | 2 | 238 | 268 | 296 | 564 | 59 | 310 | 22 | 4 | 252 | 57 | -19 | +5 | -10 | +4 | +8 | -1.3 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2010 | 21 | A MLE | Clinton LumberKings | — | 560 | 512 | 115 | 19 | 8 | 10 | 41 | 168 | 5 | 24 | 10 | 225 | 289 | 352 | 640 | 127 | 309 | 30 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | High Desert Mavericks | — | 344 | 312 | 58 | 11 | 3 | 4 | 26 | 124 | 4 | 16 | 3 | 186 | 257 | 279 | 536 | 93 | 286 | 36 | 8 | 241 | 49 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | High Desert Mavericks | — | 559 | 510 | 122 | 19 | 8 | 9 | 37 | 173 | 5 | 26 | 17 | 239 | 297 | 361 | 658 | 122 | 333 | 31 | 7 | 287 | 80 | — | — | — | — | — | — |
| 2013 | 24 | AAA MLE | Tacoma Rainiers | — | 17 | 16 | 5 | 2 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 312 | 353 | 438 | 790 | 125 | 353 | 12 | 6 | 334 | 112 | — | — | — | — | — | — |
| 2013 | 24 | AA MLE | Jackson Generals | — | 405 | 378 | 90 | 13 | 8 | 4 | 25 | 88 | 0 | 28 | 9 | 238 | 285 | 347 | 632 | 108 | 297 | 22 | 6 | 277 | 74 | — | — | — | — | — | — |
| 2014 | 25 | MLB MLE | Seattle Mariners | — | 328 | 312 | 78 | 9 | 5 | 0 | 12 | 67 | 0 | 27 | 1 | 250 | 278 | 311 | 589 | 61 | 318 | 20 | 4 | 264 | 65 | -14 | +5 | -8 | +2 | +7 | -0.8 |
| 2014 | 25 | AAA MLE | Tacoma Rainiers | — | 173 | 160 | 41 | 5 | 3 | 2 | 9 | 39 | 1 | 7 | 3 | 256 | 300 | 362 | 662 | 106 | 319 | 23 | 5 | 279 | 75 | — | — | — | — | — | — |
| 2015 | 26 | MLB MLE | Seattle Mariners | — | 31 | 29 | 3 | 1 | 0 | 0 | 2 | 13 | 0 | 1 | 1 | 103 | 161 | 138 | 299 | 34 | 188 | 42 | 6 | 146 | -15 | -4 | -0 | -2 | +2 | +1 | -0.4 |
| 2015 | 26 | AAA MLE | Tacoma Rainiers | — | 310 | 277 | 71 | 12 | 7 | 1 | 26 | 53 | 2 | 25 | 4 | 256 | 325 | 361 | 686 | 105 | 302 | 17 | 8 | 295 | 86 | — | — | — | — | — | — |
| 2016 | 27 | AAA MLE | Round Rock Express | — | 305 | 283 | 56 | 7 | 3 | 3 | 16 | 112 | 3 | 12 | 7 | 198 | 248 | 276 | 524 | 78 | 308 | 37 | 5 | 229 | 41 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Clinton LumberKings | — | 560 | 512 | 115 | 19 | 8 | 10 | 41 | 168 | 5 | 24 | 10 | 225 | 289 | 352 | 640 | 127 | 313 | 30 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2010 | 21 | A RAW | Clinton LumberKings | — | 560 | 491 | 132 | 24 | 10 | 12 | 62 | 122 | 5 | 24 | 10 | 269 | 357 | 432 | 788 | 163 | 335 | 22 | 11 | 351 | 74 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | 2 teams | — | 535 | 484 | 89 | 18 | 4 | 6 | 40 | 193 | 9 | 22 | 8 | 184 | 259 | 275 | 534 | 91 | 290 | 36 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2011 | 22 | A+ RAW | 2 teams | — | 535 | 462 | 124 | 27 | 6 | 13 | 62 | 126 | 9 | 22 | 8 | 268 | 366 | 437 | 803 | 169 | 343 | 24 | 12 | 359 | 49 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | High Desert Mavericks | — | 559 | 510 | 122 | 19 | 8 | 9 | 37 | 173 | 5 | 26 | 17 | 239 | 297 | 361 | 658 | 122 | 340 | 31 | 7 | 287 | 80 | — | — | — | — | — | — |
| 2012 | 23 | A+ RAW | High Desert Mavericks | — | 559 | 493 | 151 | 28 | 12 | 14 | 54 | 124 | 5 | 26 | 17 | 306 | 380 | 497 | 877 | 191 | 382 | 22 | 10 | 382 | 80 | — | — | — | — | — | — |
| 2013 | 24 | AA MLE | 2 teams | — | 422 | 393 | 93 | 14 | 8 | 4 | 27 | 91 | 0 | 28 | 9 | 237 | 286 | 344 | 629 | 107 | 299 | 22 | 6 | 279 | 75 | — | — | — | — | — | — |
| 2013 | 24 | AA RAW | 2 teams | — | 422 | 378 | 105 | 16 | 10 | 6 | 42 | 74 | 0 | 28 | 9 | 278 | 350 | 421 | 771 | 143 | 332 | 18 | 10 | 343 | 75 | — | — | — | — | — | — |
| 2014 | 25 | MLB MLE | 2 teams | — | 501 | 472 | 120 | 15 | 8 | 2 | 21 | 106 | 1 | 34 | 4 | 254 | 287 | 333 | 620 | 78 | 324 | 21 | 4 | 269 | 68 | -19 | +5 | -8 | +2 | +11 | -1.0 |
| 2014 | 25 | MLB RAW | 2 teams | — | 501 | 468 | 122 | 15 | 8 | 2 | 25 | 98 | 1 | 34 | 4 | 261 | 300 | 340 | 639 | 79 | 326 | 20 | 5 | 284 | 68 | -19 | +5 | -8 | +2 | +11 | -1.0 |
| 2015 | 26 | AAA MLE | 3 teams | — | 489 | 438 | 105 | 18 | 10 | 1 | 40 | 95 | 3 | 33 | 8 | 240 | 308 | 333 | 641 | 94 | 301 | 19 | 8 | 281 | 77 | — | — | — | — | — | — |
| 2015 | 26 | AAA RAW | 3 teams | — | 489 | 426 | 120 | 22 | 9 | 2 | 52 | 76 | 3 | 33 | 8 | 282 | 364 | 390 | 753 | 108 | 336 | 16 | 11 | 336 | 77 | — | — | — | — | — | — |
| 2016 | 27 | AAA MLE | Round Rock Express | — | 305 | 283 | 56 | 7 | 3 | 3 | 16 | 112 | 3 | 12 | 7 | 198 | 248 | 276 | 524 | 78 | 314 | 37 | 5 | 229 | 41 | — | — | — | — | — | — |
| 2016 | 27 | AAA RAW | Round Rock Express | — | 305 | 276 | 64 | 10 | 4 | 3 | 23 | 87 | 3 | 12 | 7 | 232 | 298 | 330 | 628 | 98 | 326 | 29 | 8 | 283 | 41 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Clinton LumberKings | — | 560 | 509 | 115 | 19 | 8 | 10 | 41 | 168 | 5 | 24 | 10 | 226 | 289 | 354 | 642 | 128 | 309 | 30 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | 2 teams | — | 535 | 481 | 89 | 18 | 4 | 6 | 40 | 193 | 9 | 22 | 8 | 185 | 259 | 277 | 535 | 91 | 286 | 36 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2012 | 23 | A+ MLE | High Desert Mavericks | — | 559 | 512 | 122 | 19 | 8 | 9 | 37 | 173 | 5 | 26 | 17 | 238 | 297 | 359 | 656 | 121 | 333 | 31 | 7 | 287 | 80 | — | — | — | — | — | — |
| 2013 | 24 | AA MLE | 2 teams | — | 422 | 392 | 93 | 14 | 8 | 4 | 27 | 91 | 0 | 28 | 9 | 237 | 286 | 344 | 630 | 107 | 299 | 22 | 6 | 279 | 75 | — | — | — | — | — | — |
| 2014 | 25 | MLB MLE | 2 teams | — | 501 | 474 | 120 | 15 | 8 | 2 | 21 | 106 | 1 | 34 | 4 | 253 | 287 | 331 | 619 | 78 | 319 | 21 | 4 | 269 | 68 | — | — | — | — | — | — |
| 2015 | 26 | AAA MLE | 3 teams | — | 489 | 443 | 105 | 18 | 10 | 1 | 40 | 95 | 3 | 33 | 8 | 237 | 308 | 330 | 637 | 93 | 292 | 19 | 8 | 281 | 77 | — | — | — | — | — | — |
| 2016 | 27 | AAA MLE | Round Rock Express | — | 305 | 283 | 56 | 7 | 3 | 3 | 16 | 112 | 3 | 12 | 7 | 198 | 248 | 276 | 524 | 78 | 308 | 37 | 5 | 229 | 41 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 359 | 341 | 81 | 10 | 5 | 0 | 14 | 80 | 0 | 28 | 2 | 238 | 268 | 296 | 564 | 59 | 310 | 22 | 4 | 252 | 68 | -19 | +5 | -10 | +4 | +8 | -1.3 | |
| / 162G | — | A+C | — | 650 | 617 | 146 | 18 | 9 | 0 | 25 | 145 | 0 | 51 | 4 | 237 | 266 | 295 | 561 | 58 | 309 | 22 | 4 | 252 | 68 | -34 | +9 | -19 | +6 | +14 | -2.4 | |
| Career | — | MLE | — | 3371 | 3092 | 700 | 110 | 49 | 35 | 222 | 938 | 26 | 179 | 63 | 226 | 284 | 328 | 611 | 101 | 312 | 28 | 7 | 268 | 68 | -19 | +5 | -10 | +4 | +8 | -1.3 | |
| / 162G | — | MLE | — | 650 | 596 | 135 | 21 | 9 | 7 | 43 | 181 | 5 | 35 | 12 | 227 | 284 | 327 | 611 | 101 | 312 | 28 | 7 | 268 | 68 | -34 | +9 | -19 | +6 | +14 | -2.4 | |
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 AAARound Rock Express · 305 PAwOBA .277 → .229 (−47)K% 28.5% → 36.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.52% | ÷1.004 | ×1.290 | — | — | 36.66% |
| BB% (unintentional) /PA | 7.54% | ÷1.039 | ×0.710 | — | ×0.992 | 5.11% |
| HBP% /PA | 0.98% | — | ×0.980 | — | ×0.992 | 0.96% |
| Singles /BIP | 24.87% | ÷0.949 | ×0.900 | ×1.050 | ×0.992 | 24.56% |
| Doubles /BIP | 5.29% | ÷1.079 | ×0.810 | ×1.050 | ×0.992 | 4.14% |
| Triples /BIP | 2.12% | ÷0.977 | ×0.810 | ×1.050 | ×0.992 | 1.83% |
| Home runs /BIP | 1.59% | ÷0.839 | ×0.780 | — | ×0.992 | 1.46% |
Factors used: league row PCL. Park (home-season share, regressed): HR 68, 1B 90, 2B 116, 3B 95, K 101, 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 ×1.050.
Result: wOBA .277 → .229; ISO .098 → .077; BABIP .326 → .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).
2015 AAATacoma Rainiers · 310 PAwOBA .329 → .295 (−34)K% 13.9% → 17.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.87% | ÷1.049 | ×1.290 | — | — | 17.05% |
| BB% (unintentional) /PA | 12.26% | ÷1.046 | ×0.710 | — | ×1.003 | 8.34% |
| HBP% /PA | 0.65% | — | ×0.980 | — | ×1.003 | 0.63% |
| Singles /BIP | 23.42% | ÷0.995 | ×0.900 | ×1.050 | ×1.003 | 22.31% |
| Doubles /BIP | 5.41% | ÷0.910 | ×0.810 | ×1.050 | ×1.003 | 5.07% |
| Triples /BIP | 3.15% | ÷0.900 | ×0.810 | ×1.050 | ×1.003 | 2.99% |
| Home runs /BIP | 0.45% | ÷1.127 | ×0.780 | — | ×1.003 | 0.31% |
Factors used: league row PCL. Park (home-season share, regressed): HR 125, 1B 99, 2B 82, 3B 80, K 110, BB 109 — 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 .329 → .295; ISO .109 → .104; BABIP .318 → .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).
2014 AAATacoma Rainiers · 173 PAwOBA .317 → .279 (−39)K% 17.9% → 22.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.92% | ÷1.017 | ×1.290 | — | — | 22.73% |
| BB% (unintentional) /PA | 7.51% | ÷1.052 | ×0.710 | — | ×1.018 | 5.16% |
| HBP% /PA | 0.58% | — | ×0.980 | — | ×1.018 | 0.58% |
| Singles /BIP | 26.40% | ÷1.016 | ×0.900 | ×1.046 | ×1.018 | 24.91% |
| Doubles /BIP | 4.80% | ÷0.937 | ×0.810 | ×1.046 | ×1.018 | 4.42% |
| Triples /BIP | 2.40% | ÷0.971 | ×0.810 | ×1.046 | ×1.018 | 2.13% |
| Home runs /BIP | 1.60% | ÷0.963 | ×0.780 | — | ×1.018 | 1.32% |
Factors used: league row PCL. Park (home-season share, regressed): HR 93, 1B 103, 2B 87, 3B 94, K 103, BB 110 — 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 ×1.046.
Result: wOBA .317 → .279; ISO .115 → .100; BABIP .341 → .319. 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 AAJackson Generals · 405 PAwOBA .330 → .277 (−53)K% 17.8% → 21.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.78% | ÷0.994 | ×1.220 | — | — | 21.82% |
| BB% (unintentional) /PA | 9.38% | ÷1.020 | ×0.680 | — | ×0.998 | 6.24% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×0.998 | 0.00% |
| Singles /BIP | 24.05% | ÷1.046 | ×0.920 | ×1.050 | ×0.998 | 22.16% |
| Doubles /BIP | 4.81% | ÷1.065 | ×0.910 | ×1.050 | ×0.998 | 4.31% |
| Triples /BIP | 3.44% | ÷1.144 | ×0.880 | ×1.050 | ×0.998 | 2.77% |
| Home runs /BIP | 2.06% | ÷1.069 | ×0.800 | — | ×0.998 | 1.54% |
Factors used: league row SL. Park (home-season share, regressed): HR 114, 1B 109, 2B 113, 3B 129, K 99, BB 104 — 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 ×1.050.
Result: wOBA .330 → .277; ISO .143 → .116; BABIP .330 → .297. 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 AAATacoma Rainiers · 17 PAwOBA .383 → .334 (−49)K% 11.8% → 14.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.76% | ÷1.030 | ×1.290 | — | — | 14.74% |
| BB% (unintentional) /PA | 11.76% | ÷1.049 | ×0.710 | — | ×1.033 | 8.22% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.033 | 0.00% |
| Singles /BIP | 23.08% | ÷0.983 | ×0.900 | — | ×1.033 | 21.82% |
| Doubles /BIP | 15.38% | ÷0.957 | ×0.810 | — | ×1.033 | 13.45% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.810 | — | ×1.033 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.938 | ×0.780 | — | ×1.033 | 0.00% |
Factors used: league row PCL. Park (home-season share, regressed): HR 88, 1B 97, 2B 91, 3B 80, K 106, BB 110 — 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).
Result: wOBA .383 → .334; ISO .133 → .117; BABIP .385 → .353. 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 A+High Desert Mavericks · 559 PAwOBA .374 → .287 (−87)K% 22.2% → 31.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.18% | ÷0.958 | ×1.340 | — | — | 31.04% |
| BB% (unintentional) /PA | 9.48% | ÷0.999 | ×0.710 | — | ×0.988 | 6.66% |
| HBP% /PA | 0.89% | — | ×0.790 | — | ×0.988 | 0.70% |
| Singles /BIP | 26.29% | ÷0.994 | ×0.910 | ×1.050 | ×0.988 | 24.96% |
| Doubles /BIP | 7.59% | ÷1.150 | ×0.820 | ×1.050 | ×0.988 | 5.61% |
| Triples /BIP | 3.25% | ÷1.150 | ×0.760 | ×1.050 | ×0.988 | 2.23% |
| Home runs /BIP | 3.79% | ÷1.267 | ×0.920 | — | ×0.988 | 2.72% |
Factors used: league row CAL. Park (home-season share, regressed): HR 153, 1B 99, 2B 130, 3B 130, K 92, BB 100 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .374 → .287; ISO .191 → .127; BABIP .382 → .333. 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+High Desert Mavericks · 344 PAwOBA .317 → .241 (−76)K% 26.7% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.74% | ÷0.994 | ×1.340 | — | — | 36.06% |
| BB% (unintentional) /PA | 11.05% | ÷1.044 | ×0.710 | — | ×0.998 | 7.49% |
| HBP% /PA | 1.16% | — | ×0.790 | — | ×0.998 | 0.92% |
| Singles /BIP | 23.53% | ÷1.077 | ×0.910 | ×1.043 | ×0.998 | 20.70% |
| Doubles /BIP | 7.84% | ÷1.121 | ×0.820 | ×1.043 | ×0.998 | 5.97% |
| Triples /BIP | 1.96% | ÷1.069 | ×0.760 | ×1.043 | ×0.998 | 1.45% |
| Home runs /BIP | 2.45% | ÷1.044 | ×0.920 | — | ×0.998 | 2.15% |
Factors used: league row CAL. Park (home-season share, regressed): HR 109, 1B 115, 2B 124, 3B 114, K 99, 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 ×1.043.
Result: wOBA .317 → .241; ISO .132 → .099; BABIP .340 → .286. 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).
2010 AClinton LumberKings · 560 PAwOBA .343 → .277 (−65)K% 21.8% → 30.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.79% | ÷0.988 | ×1.360 | — | — | 29.99% |
| BB% (unintentional) /PA | 11.07% | ÷1.051 | ×0.690 | — | — | 7.27% |
| HBP% /PA | 0.89% | — | ×0.780 | — | — | 0.70% |
| Singles /BIP | 23.31% | ÷1.004 | ×0.920 | ×1.050 | — | 22.42% |
| Doubles /BIP | 6.50% | ÷1.037 | ×0.830 | ×1.050 | — | 5.47% |
| Triples /BIP | 2.71% | ÷1.150 | ×0.910 | ×1.050 | — | 2.25% |
| Home runs /BIP | 3.25% | ÷0.920 | ×0.800 | — | — | 2.83% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 101, 2B 107, 3B 130, K 98, BB 110 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .343 → .277; ISO .163 → .131; BABIP .335 → .309. 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 — .