Ka'ai Tom
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2019 | 25 | AAA/AACLE | 554 | .290/.382/.532 | 23 | 5 | 112 | — | .252/.316/.463 | |
| 2021 | 27 | AAASF | 91 | .173/.264/.284 | 2 | 0 | 22 | — | .134/.220/.207 | |
| 2021 | 27 | MLBPIT | 133 | .139/.285/.231 | 2 | 1 | 52 | -1.1 | ||
| 2022 | 28 | AAASF | 311 | .239/.340/.414 | 10 | 6 | 63 | — | .194/.272/.319 | |
| 2023 | 29 | No MLB games played | ||||||||
| 2024 | 30 | No MLB games played | ||||||||
| 2025 | 31 | No MLB games played | ||||||||
| 2026 | 32 | 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) | |||||||||||||||||||||||||||||||
| 2016 | 22 | A | Lake County Captains | — | 123 | 99 | 32 | 6 | 1 | 1 | 21 | 13 | 1 | 3 | 3 | 323 | 446 | 434 | 881 | 111 | 365 | 11 | 17 | 394 | 115 | — | — | — | — | — | — |
| 2017 | 23 | A+ | Lynchburg Hillcats | — | 529 | 457 | 116 | 31 | 7 | 10 | 59 | 100 | 4 | 23 | 6 | 254 | 344 | 418 | 762 | 164 | 299 | 19 | 11 | 336 | 66 | — | — | — | — | — | — |
| 2017 | 23 | INTL | Glendale Desert Dogs | — | 50 | 40 | 11 | 3 | 0 | 2 | 10 | 15 | 0 | 0 | 0 | 275 | 420 | 500 | 920 | 225 | 391 | 30 | 20 | 408 | 163 | — | — | — | — | — | — |
| 2018 | 24 | AA | Akron RubberDucks | — | 484 | 421 | 103 | 21 | 4 | 12 | 46 | 102 | 10 | 13 | 10 | 245 | 333 | 399 | 732 | 154 | 291 | 21 | 10 | 326 | 83 | — | — | — | — | — | — |
| 2019 | 25 | AAA | Columbus Clippers | — | 211 | 188 | 56 | 15 | 4 | 9 | 21 | 53 | 1 | 2 | 3 | 298 | 371 | 564 | 935 | 266 | 370 | 25 | 10 | 404 | 113 | — | — | — | — | — | — |
| 2019 | 25 | AA | Akron RubberDucks | — | 343 | 291 | 83 | 12 | 6 | 14 | 43 | 73 | 6 | 3 | 2 | 285 | 388 | 512 | 900 | 227 | 335 | 21 | 13 | 393 | 112 | — | — | — | — | — | — |
| 2021 | 27 | MLB | Pittsburgh Pirates | — | 133 | 108 | 15 | 2 | 1 | 2 | 17 | 36 | 5 | 1 | 0 | 139 | 285 | 231 | 516 | 93 | 178 | 27 | 13 | 248 | 52 | -8 | +0 | -4 | -2 | +3 | -1.1 |
| 2021 | 27 | AAA | Sacramento River Cats | — | 91 | 81 | 14 | 1 | 1 | 2 | 5 | 30 | 5 | 0 | 0 | 173 | 264 | 284 | 548 | 111 | 245 | 33 | 5 | 256 | 22 | — | — | — | — | — | — |
| 2022 | 28 | AAA | Sacramento River Cats | — | 311 | 268 | 64 | 17 | 0 | 10 | 35 | 80 | 6 | 6 | 3 | 239 | 340 | 414 | 754 | 175 | 302 | 26 | 11 | 337 | 63 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 133 | 108 | 15 | 2 | 1 | 2 | 17 | 36 | 5 | 1 | 0 | 139 | 285 | 231 | 516 | 93 | 178 | 27 | 13 | 248 | 54 | -7 | +0 | -4 | -2 | +3 | -1.1 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 22 | A MLE | Lake County Captains | — | 123 | 105 | 32 | 6 | 1 | 1 | 15 | 17 | 1 | 3 | 3 | 305 | 397 | 410 | 806 | 105 | 340 | 14 | 12 | 338 | 115 | — | — | — | — | — | — |
| 2017 | 23 | A+ MLE | Lynchburg Hillcats | — | 529 | 481 | 101 | 23 | 5 | 10 | 35 | 135 | 4 | 23 | 6 | 210 | 269 | 341 | 610 | 131 | 258 | 26 | 7 | 266 | 66 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | Akron RubberDucks | — | 484 | 433 | 99 | 19 | 4 | 11 | 34 | 124 | 10 | 13 | 10 | 229 | 300 | 367 | 667 | 139 | 280 | 26 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2019 | 25 | AAA MLE | Columbus Clippers | — | 211 | 197 | 50 | 12 | 4 | 8 | 12 | 64 | 1 | 2 | 3 | 254 | 300 | 477 | 777 | 223 | 335 | 30 | 6 | 335 | 113 | — | — | — | — | — | — |
| 2019 | 25 | AA MLE | Akron RubberDucks | — | 343 | 306 | 77 | 11 | 6 | 13 | 28 | 89 | 6 | 3 | 2 | 252 | 326 | 454 | 781 | 203 | 304 | 26 | 8 | 334 | 112 | — | — | — | — | — | — |
| 2021 | 27 | MLB MLE | Pittsburgh Pirates | — | 133 | 109 | 15 | 2 | 1 | 2 | 16 | 36 | 5 | 1 | 0 | 138 | 277 | 229 | 506 | 92 | 178 | 27 | 12 | 244 | 52 | -8 | +0 | -4 | -2 | +3 | -1.1 |
| 2021 | 27 | AAA MLE | Sacramento River Cats | — | 91 | 82 | 11 | 1 | 1 | 1 | 4 | 35 | 5 | 0 | 0 | 134 | 220 | 207 | 427 | 73 | 214 | 38 | 4 | 201 | 22 | — | — | — | — | — | — |
| 2022 | 28 | AAA MLE | Sacramento River Cats | — | 311 | 279 | 54 | 14 | 0 | 7 | 24 | 97 | 6 | 6 | 3 | 194 | 272 | 319 | 591 | 125 | 264 | 31 | 8 | 261 | 63 | — | — | — | — | — | — |
| 2016 | 22 | A MLE | Lake County Captains | — | 123 | 105 | 32 | 6 | 1 | 1 | 15 | 17 | 1 | 3 | 3 | 305 | 397 | 410 | 806 | 105 | 356 | 14 | 12 | 338 | 115 | — | — | — | — | — | — |
| 2016 | 22 | A RAW | Lake County Captains | — | 123 | 99 | 32 | 6 | 1 | 1 | 21 | 13 | 1 | 3 | 3 | 323 | 446 | 434 | 881 | 111 | 365 | 11 | 17 | 394 | 115 | — | — | — | — | — | — |
| 2017 | 23 | A+ MLE | 2 teams | — | 579 | 527 | 111 | 25 | 6 | 11 | 39 | 148 | 4 | 23 | 6 | 211 | 270 | 343 | 614 | 133 | 267 | 26 | 7 | 266 | 66 | — | — | — | — | — | — |
| 2017 | 23 | A+ RAW | 2 teams | — | 579 | 497 | 127 | 34 | 7 | 12 | 69 | 115 | 4 | 23 | 6 | 256 | 351 | 425 | 775 | 169 | 305 | 20 | 12 | 342 | 66 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | Akron RubberDucks | — | 484 | 433 | 99 | 19 | 4 | 11 | 34 | 124 | 10 | 13 | 10 | 229 | 300 | 367 | 667 | 139 | 289 | 26 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2018 | 24 | AA RAW | Akron RubberDucks | — | 484 | 421 | 103 | 21 | 4 | 12 | 46 | 102 | 10 | 13 | 10 | 245 | 333 | 399 | 732 | 154 | 291 | 21 | 10 | 326 | 83 | — | — | — | — | — | — |
| 2019 | 25 | AA MLE | 2 teams | — | 554 | 502 | 127 | 23 | 10 | 21 | 41 | 153 | 7 | 5 | 5 | 253 | 318 | 464 | 782 | 211 | 320 | 28 | 7 | 334 | 112 | — | — | — | — | — | — |
| 2019 | 25 | AA RAW | 2 teams | — | 554 | 479 | 139 | 27 | 10 | 23 | 64 | 126 | 7 | 5 | 5 | 290 | 382 | 532 | 914 | 242 | 348 | 23 | 12 | 397 | 112 | — | — | — | — | — | — |
| 2021 | 27 | MLB MLE | 2 teams | — | 224 | 191 | 26 | 3 | 2 | 3 | 20 | 71 | 10 | 1 | 0 | 136 | 253 | 220 | 473 | 84 | 192 | 32 | 9 | 227 | 40 | -16 | +0 | -4 | -2 | +5 | -1.8 |
| 2021 | 27 | MLB RAW | 2 teams | — | 224 | 189 | 29 | 3 | 2 | 4 | 22 | 66 | 10 | 1 | 0 | 153 | 276 | 254 | 530 | 101 | 205 | 29 | 10 | 251 | 40 | -16 | +0 | -4 | -2 | +5 | -1.8 |
| 2022 | 28 | AAA MLE | Sacramento River Cats | — | 311 | 279 | 54 | 14 | 0 | 7 | 24 | 97 | 6 | 6 | 3 | 194 | 272 | 319 | 591 | 125 | 267 | 31 | 8 | 261 | 63 | — | — | — | — | — | — |
| 2022 | 28 | AAA RAW | Sacramento River Cats | — | 311 | 268 | 64 | 17 | 0 | 10 | 35 | 80 | 6 | 6 | 3 | 239 | 340 | 414 | 754 | 175 | 302 | 26 | 11 | 337 | 63 | — | — | — | — | — | — |
| 2016 | 22 | A MLE | Lake County Captains | — | 123 | 106 | 32 | 6 | 1 | 1 | 15 | 17 | 1 | 3 | 3 | 302 | 397 | 406 | 802 | 104 | 340 | 14 | 12 | 338 | 115 | — | — | — | — | — | — |
| 2017 | 23 | A+ MLE | 2 teams | — | 579 | 531 | 111 | 25 | 6 | 11 | 39 | 148 | 4 | 23 | 6 | 209 | 270 | 341 | 611 | 132 | 258 | 26 | 7 | 266 | 66 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | Akron RubberDucks | — | 484 | 437 | 99 | 19 | 4 | 11 | 34 | 124 | 10 | 13 | 10 | 227 | 300 | 364 | 664 | 137 | 280 | 26 | 7 | 291 | 83 | — | — | — | — | — | — |
| 2019 | 25 | AA MLE | 2 teams | — | 554 | 501 | 127 | 23 | 10 | 21 | 41 | 153 | 7 | 5 | 5 | 253 | 318 | 465 | 783 | 212 | 316 | 28 | 7 | 334 | 112 | — | — | — | — | — | — |
| 2021 | 27 | MLB MLE | 2 teams | — | 224 | 192 | 26 | 3 | 2 | 3 | 20 | 71 | 10 | 1 | 0 | 135 | 253 | 219 | 472 | 83 | 193 | 32 | 9 | 227 | 40 | — | — | — | — | — | — |
| 2022 | 28 | AAA MLE | Sacramento River Cats | — | 311 | 278 | 54 | 14 | 0 | 7 | 24 | 97 | 6 | 6 | 3 | 194 | 272 | 320 | 592 | 126 | 264 | 31 | 8 | 261 | 63 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 133 | 108 | 15 | 2 | 1 | 2 | 17 | 36 | 5 | 1 | 0 | 139 | 285 | 231 | 516 | 93 | 178 | 27 | 13 | 248 | 81 | -7 | +0 | -4 | -2 | +3 | -1.1 | |
| / 162G | — | A+C | — | 650 | 528 | 74 | 10 | 5 | 10 | 83 | 176 | 24 | 5 | 0 | 140 | 285 | 235 | 520 | 95 | 179 | 27 | 13 | 248 | 81 | -36 | +1 | -18 | -12 | +14 | -5.2 | |
| Career | — | MLE | — | 2275 | 2037 | 449 | 90 | 23 | 54 | 173 | 610 | 38 | 51 | 27 | 220 | 294 | 367 | 660 | 146 | 284 | 27 | 8 | 287 | 81 | -7 | +0 | -4 | -2 | +3 | -1.1 | |
| / 162G | — | MLE | — | 650 | 582 | 129 | 26 | 7 | 15 | 49 | 174 | 11 | 15 | 8 | 222 | 294 | 368 | 662 | 146 | 286 | 27 | 8 | 287 | 81 | -36 | +1 | -18 | -12 | +14 | -5.2 | |
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.
2022 AAASacramento River Cats · 311 PAwOBA .330 → .261 (−69)K% 25.7% → 31.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.72% | ÷0.986 | ×1.200 | — | — | 31.30% |
| BB% (unintentional) /PA | 11.25% | ÷0.984 | ×0.690 | — | ×0.992 | 7.83% |
| HBP% /PA | 1.93% | — | ×0.940 | — | ×0.992 | 1.80% |
| Singles /BIP | 19.68% | ÷0.968 | ×0.930 | ×0.968 | ×0.992 | 18.14% |
| Doubles /BIP | 9.04% | ÷0.967 | ×0.830 | ×0.968 | ×0.992 | 7.45% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×0.968 | ×0.992 | 0.00% |
| Home runs /BIP | 5.32% | ÷0.989 | ×0.700 | — | ×0.992 | 3.74% |
Factors used: league row International League. Park (home-season share, regressed): HR 98, 1B 94, 2B 93, 3B 80, K 97, BB 97 — 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 ×0.968.
Result: wOBA .330 → .261; ISO .175 → .128; BABIP .302 → .264. 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).
2021 AAASacramento River Cats · 91 PAwOBA .249 → .201 (−48)K% 33.0% → 38.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.97% | ÷1.034 | ×1.200 | — | — | 38.25% |
| BB% (unintentional) /PA | 5.49% | ÷0.956 | ×0.690 | — | ×1.003 | 3.98% |
| HBP% /PA | 5.49% | — | ×0.940 | — | ×1.003 | 5.18% |
| Singles /BIP | 19.61% | ÷1.049 | ×0.930 | ×0.981 | ×1.003 | 17.11% |
| Doubles /BIP | 1.96% | ÷0.916 | ×0.830 | ×0.981 | ×1.003 | 1.75% |
| Triples /BIP | 1.96% | ÷0.900 | ×0.920 | ×0.981 | ×1.003 | 1.97% |
| Home runs /BIP | 3.92% | ÷0.995 | ×0.700 | — | ×1.003 | 2.77% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 99, 1B 110, 2B 83, 3B 80, K 107, BB 91 — 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 ×0.981.
Result: wOBA .249 → .201; ISO .111 → .083; BABIP .245 → .214. 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 AAAkron RubberDucks · 343 PAwOBA .383 → .334 (−50)K% 21.3% → 25.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.28% | ÷1.003 | ×1.220 | — | — | 25.89% |
| BB% (unintentional) /PA | 11.95% | ÷1.019 | ×0.700 | — | ×0.998 | 8.20% |
| HBP% /PA | 1.75% | — | ×0.850 | — | ×0.998 | 1.48% |
| Singles /BIP | 23.39% | ÷1.008 | ×0.970 | ×0.950 | ×0.998 | 21.35% |
| Doubles /BIP | 5.50% | ÷0.925 | ×0.860 | ×0.950 | ×0.998 | 4.85% |
| Triples /BIP | 2.75% | ÷0.900 | ×0.950 | ×0.950 | ×0.998 | 2.75% |
| Home runs /BIP | 6.42% | ÷0.863 | ×0.780 | — | ×0.998 | 5.79% |
Factors used: league row EL. Park (home-season share, regressed): HR 73, 1B 102, 2B 85, 3B 80, K 101, 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 ×0.950.
Result: wOBA .383 → .334; ISO .227 → .211; BABIP .335 → .304. 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 AAAColumbus Clippers · 211 PAwOBA .392 → .335 (−57)K% 25.1% → 30.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.12% | ÷0.993 | ×1.200 | — | — | 30.36% |
| BB% (unintentional) /PA | 9.00% | ÷1.089 | ×0.690 | — | ×1.033 | 5.89% |
| HBP% /PA | 0.47% | — | ×0.940 | — | ×1.033 | 0.46% |
| Singles /BIP | 20.74% | ÷0.970 | ×0.930 | ×0.950 | ×1.033 | 19.52% |
| Doubles /BIP | 11.11% | ÷0.995 | ×0.830 | ×0.950 | ×1.033 | 9.10% |
| Triples /BIP | 2.96% | ÷0.900 | ×0.970 | ×0.950 | ×1.033 | 3.13% |
| Home runs /BIP | 6.67% | ÷0.985 | ×0.840 | — | ×1.033 | 5.87% |
Factors used: league row IL. Park (home-season share, regressed): HR 97, 1B 94, 2B 99, 3B 80, K 99, BB 118 — 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 ×0.950.
Result: wOBA .392 → .335; ISO .266 → .234; BABIP .370 → .335. 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 AAAkron RubberDucks · 484 PAwOBA .320 → .291 (−30)K% 21.1% → 25.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.07% | ÷1.004 | ×1.220 | — | — | 25.61% |
| BB% (unintentional) /PA | 9.30% | ÷0.941 | ×0.700 | — | ×1.012 | 7.00% |
| HBP% /PA | 2.07% | — | ×0.850 | — | ×1.012 | 1.78% |
| Singles /BIP | 20.69% | ÷0.968 | ×0.970 | ×0.969 | ×1.012 | 20.33% |
| Doubles /BIP | 6.58% | ÷0.922 | ×0.860 | ×0.969 | ×1.012 | 6.03% |
| Triples /BIP | 1.25% | ÷0.980 | ×0.950 | ×0.969 | ×1.012 | 1.19% |
| Home runs /BIP | 3.76% | ÷0.840 | ×0.780 | — | ×1.012 | 3.54% |
Factors used: league row EL. Park (home-season share, regressed): HR 68, 1B 94, 2B 84, 3B 96, K 101, BB 88 — 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 ×0.969.
Result: wOBA .320 → .291; ISO .154 → .143; BABIP .291 → .280. 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 A+Lynchburg Hillcats · 529 PAwOBA .330 → .266 (−64)K% 18.9% → 25.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.90% | ÷1.048 | ×1.420 | — | — | 25.62% |
| BB% (unintentional) /PA | 10.78% | ÷1.008 | ×0.630 | — | ×0.998 | 6.72% |
| HBP% /PA | 0.76% | — | ×0.860 | — | ×0.998 | 0.65% |
| Singles /BIP | 19.05% | ÷0.978 | ×0.940 | ×0.971 | ×0.998 | 17.73% |
| Doubles /BIP | 8.68% | ÷1.084 | ×0.830 | ×0.971 | ×0.998 | 6.44% |
| Triples /BIP | 1.96% | ÷1.070 | ×0.800 | ×0.971 | ×0.998 | 1.42% |
| Home runs /BIP | 2.80% | ÷0.902 | ×0.900 | — | ×0.998 | 2.79% |
Factors used: league row CAR. Park (home-season share, regressed): HR 80, 1B 96, 2B 117, 3B 114, K 110, BB 102 — 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 ×0.971.
Result: wOBA .330 → .266; ISO .164 → .137; BABIP .299 → .258. 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 ALake County Captains · 123 PAwOBA .385 → .338 (−47)K% 10.6% → 13.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.57% | ÷1.033 | ×1.360 | — | — | 13.91% |
| BB% (unintentional) /PA | 17.07% | ÷0.986 | ×0.690 | — | — | 11.95% |
| HBP% /PA | 0.81% | — | ×0.780 | — | — | 0.63% |
| Singles /BIP | 27.91% | ÷1.001 | ×0.920 | ×1.032 | — | 26.46% |
| Doubles /BIP | 6.98% | ÷0.973 | ×0.830 | ×1.032 | — | 6.14% |
| Triples /BIP | 1.16% | ÷0.981 | ×0.910 | ×1.032 | — | 1.11% |
| Home runs /BIP | 1.16% | ÷1.274 | ×0.800 | — | — | 0.73% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 155, 1B 100, 2B 95, 3B 96, K 107, BB 97 — 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 ×1.032.
Result: wOBA .385 → .338; ISO .111 → .096; BABIP .365 → .340. 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 — .