Sean Roby
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2022 | 24 | AASF | 353 | .219/.288/.481 | 25 | 1 | 55 | — | .171/.225/.366 |
| 2023 | 25 | AA/A+/ROK2 orgs | 258 | .239/.307/.474 | 14 | 0 | 43 | — | .166/.218/.311 |
| 2024 | 26 | AAMIA | 172 | .196/.272/.314 | 5 | 0 | 28 | — | .170/.219/.264 |
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) | |||||||||||||||||||||||||||||||
| 2018 | 20 | ROK | AZL Giants Black | — | 186 | 163 | 47 | 8 | 1 | 5 | 17 | 36 | 3 | 0 | 1 | 288 | 366 | 442 | 808 | 153 | 336 | 19 | 9 | 356 | 63 | — | — | — | — | — | — |
| 2019 | 21 | A | Augusta GreenJackets | — | 79 | 75 | 14 | 5 | 1 | 3 | 4 | 30 | 0 | 0 | 0 | 187 | 228 | 400 | 628 | 213 | 262 | 38 | 5 | 273 | 6 | — | — | — | — | — | — |
| 2021 | 23 | A+ | Eugene Emeralds | — | 421 | 373 | 90 | 24 | 1 | 19 | 43 | 132 | 4 | 3 | 0 | 241 | 326 | 464 | 790 | 223 | 318 | 31 | 10 | 348 | 58 | — | — | — | — | — | — |
| 2022 | 24 | AA | Richmond Flying Squirrels | — | 353 | 320 | 70 | 7 | 1 | 25 | 27 | 140 | 4 | 1 | 0 | 219 | 288 | 481 | 769 | 263 | 287 | 40 | 8 | 334 | 55 | — | — | — | — | — | — |
| 2023 | 25 | AA | Richmond Flying Squirrels | — | 95 | 88 | 16 | 3 | 0 | 2 | 5 | 35 | 1 | 0 | 0 | 182 | 234 | 284 | 518 | 102 | 269 | 37 | 5 | 234 | 13 | — | — | — | — | — | — |
| 2023 | 25 | A+ | Eugene Emeralds | — | 96 | 87 | 24 | 6 | 0 | 8 | 9 | 27 | 0 | 0 | 0 | 276 | 344 | 621 | 964 | 345 | 308 | 28 | 9 | 413 | 80 | — | — | — | — | — | — |
| 2023 | 25 | ROK | ACL Giants Black | — | 67 | 59 | 16 | 0 | 2 | 4 | 7 | 24 | 1 | 0 | 0 | 271 | 358 | 542 | 901 | 271 | 387 | 36 | 10 | 391 | 34 | — | — | — | — | — | — |
| 2024 | 26 | AA | Pensacola Blue Wahoos | — | 172 | 153 | 30 | 1 | 1 | 5 | 16 | 52 | 0 | 0 | 0 | 196 | 272 | 314 | 586 | 118 | 253 | 30 | 9 | 263 | 28 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 20 | ROK MLE | AZL Giants Black | — | 186 | 170 | 38 | 6 | 1 | 4 | 10 | 52 | 3 | 0 | 1 | 224 | 279 | 341 | 620 | 118 | 274 | 28 | 5 | 262 | 63 | — | — | — | — | — | — |
| 2019 | 21 | A MLE | Augusta GreenJackets | — | 79 | 76 | 10 | 3 | 1 | 2 | 3 | 40 | 0 | 0 | 0 | 132 | 165 | 276 | 441 | 145 | 227 | 51 | 4 | 177 | 6 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Eugene Emeralds | — | 421 | 383 | 68 | 16 | 1 | 14 | 33 | 165 | 4 | 3 | 0 | 178 | 250 | 334 | 584 | 157 | 261 | 39 | 8 | 254 | 58 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Richmond Flying Squirrels | — | 353 | 328 | 56 | 5 | 1 | 19 | 19 | 174 | 4 | 1 | 0 | 171 | 225 | 366 | 591 | 195 | 265 | 49 | 5 | 250 | 55 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Richmond Flying Squirrels | — | 95 | 89 | 14 | 2 | 0 | 2 | 4 | 43 | 1 | 0 | 0 | 157 | 202 | 247 | 449 | 90 | 257 | 45 | 4 | 188 | 13 | — | — | — | — | — | — |
| 2023 | 25 | A+ MLE | Eugene Emeralds | — | 96 | 90 | 17 | 4 | 0 | 5 | 6 | 36 | 0 | 0 | 0 | 189 | 240 | 400 | 640 | 211 | 251 | 38 | 6 | 287 | 80 | — | — | — | — | — | — |
| 2023 | 25 | ROK MLE | ACL Giants Black | — | 67 | 62 | 9 | 0 | 1 | 2 | 4 | 35 | 1 | 0 | 0 | 145 | 209 | 274 | 483 | 129 | 271 | 52 | 6 | 219 | 34 | — | — | — | — | — | — |
| 2024 | 26 | AA MLE | Pensacola Blue Wahoos | — | 172 | 159 | 27 | 1 | 1 | 4 | 10 | 61 | 0 | 0 | 0 | 170 | 219 | 264 | 483 | 94 | 227 | 35 | 6 | 210 | 28 | — | — | — | — | — | — |
| 2018 | 20 | ROK MLE | AZL Giants Black | — | 186 | 170 | 38 | 6 | 1 | 4 | 10 | 52 | 3 | 0 | 1 | 224 | 279 | 341 | 620 | 118 | 291 | 28 | 5 | 262 | 63 | — | — | — | — | — | — |
| 2018 | 20 | ROK RAW | AZL Giants Black | — | 186 | 163 | 47 | 8 | 1 | 5 | 17 | 36 | 3 | 0 | 1 | 288 | 366 | 442 | 808 | 153 | 336 | 19 | 9 | 356 | 63 | — | — | — | — | — | — |
| 2019 | 21 | A MLE | Augusta GreenJackets | — | 79 | 76 | 10 | 3 | 1 | 2 | 3 | 40 | 0 | 0 | 0 | 132 | 165 | 276 | 441 | 145 | 235 | 51 | 4 | 177 | 6 | — | — | — | — | — | — |
| 2019 | 21 | A RAW | Augusta GreenJackets | — | 79 | 75 | 14 | 5 | 1 | 3 | 4 | 30 | 0 | 0 | 0 | 187 | 228 | 400 | 628 | 213 | 262 | 38 | 5 | 273 | 6 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Eugene Emeralds | — | 421 | 383 | 68 | 16 | 1 | 14 | 33 | 165 | 4 | 3 | 0 | 178 | 250 | 334 | 584 | 157 | 263 | 39 | 8 | 254 | 58 | — | — | — | — | — | — |
| 2021 | 23 | A+ RAW | Eugene Emeralds | — | 421 | 373 | 90 | 24 | 1 | 19 | 43 | 132 | 4 | 3 | 0 | 241 | 326 | 464 | 790 | 223 | 318 | 31 | 10 | 348 | 58 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Richmond Flying Squirrels | — | 353 | 328 | 56 | 5 | 1 | 19 | 19 | 174 | 4 | 1 | 0 | 171 | 225 | 366 | 591 | 195 | 270 | 49 | 5 | 250 | 55 | — | — | — | — | — | — |
| 2022 | 24 | AA RAW | Richmond Flying Squirrels | — | 353 | 320 | 70 | 7 | 1 | 25 | 27 | 140 | 4 | 1 | 0 | 219 | 288 | 481 | 769 | 263 | 287 | 40 | 8 | 334 | 55 | — | — | — | — | — | — |
| 2023 | 25 | A+ MLE | 3 teams | — | 258 | 241 | 40 | 7 | 1 | 9 | 14 | 113 | 2 | 0 | 0 | 166 | 218 | 315 | 533 | 149 | 258 | 44 | 5 | 233 | 44 | — | — | — | — | — | — |
| 2023 | 25 | A+ RAW | 3 teams | — | 258 | 234 | 56 | 9 | 2 | 14 | 21 | 86 | 2 | 0 | 0 | 239 | 307 | 474 | 782 | 235 | 311 | 33 | 8 | 341 | 44 | — | — | — | — | — | — |
| 2024 | 26 | AA MLE | Pensacola Blue Wahoos | — | 172 | 159 | 27 | 1 | 1 | 4 | 10 | 61 | 0 | 0 | 0 | 170 | 219 | 264 | 483 | 94 | 237 | 35 | 6 | 210 | 28 | — | — | — | — | — | — |
| 2024 | 26 | AA RAW | Pensacola Blue Wahoos | — | 172 | 153 | 30 | 1 | 1 | 5 | 16 | 52 | 0 | 0 | 0 | 196 | 272 | 314 | 586 | 118 | 253 | 30 | 9 | 263 | 28 | — | — | — | — | — | — |
| 2018 | 20 | ROK MLE | AZL Giants Black | — | 186 | 171 | 38 | 6 | 1 | 4 | 10 | 52 | 3 | 0 | 1 | 222 | 279 | 339 | 618 | 117 | 274 | 28 | 5 | 262 | 63 | — | — | — | — | — | — |
| 2019 | 21 | A MLE | Augusta GreenJackets | — | 79 | 76 | 10 | 3 | 1 | 2 | 3 | 40 | 0 | 0 | 0 | 132 | 165 | 276 | 441 | 145 | 227 | 51 | 4 | 177 | 6 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Eugene Emeralds | — | 421 | 381 | 68 | 16 | 1 | 14 | 33 | 165 | 4 | 3 | 0 | 178 | 250 | 336 | 586 | 157 | 261 | 39 | 8 | 254 | 58 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Richmond Flying Squirrels | — | 353 | 327 | 56 | 5 | 1 | 19 | 19 | 174 | 4 | 1 | 0 | 171 | 225 | 367 | 592 | 196 | 265 | 49 | 5 | 250 | 55 | — | — | — | — | — | — |
| 2023 | 25 | A+ MLE | 3 teams | — | 258 | 240 | 40 | 7 | 1 | 9 | 14 | 113 | 2 | 0 | 0 | 167 | 218 | 317 | 535 | 150 | 258 | 44 | 5 | 233 | 44 | — | — | — | — | — | — |
| 2024 | 26 | AA MLE | Pensacola Blue Wahoos | — | 172 | 160 | 27 | 1 | 1 | 4 | 10 | 61 | 0 | 0 | 0 | 169 | 219 | 263 | 481 | 94 | 227 | 35 | 6 | 210 | 28 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | AA MLE | Pensacola Blue Wahoos | — | 172 | 160 | 27 | 1 | 1 | 4 | 10 | 61 | 0 | 0 | 0 | 169 | 219 | 263 | 481 | 94 | 227 | 35 | 6 | 210 | 28 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1469 | 1357 | 239 | 38 | 6 | 52 | 89 | 605 | 13 | 4 | 1 | 176 | 234 | 328 | 562 | 152 | 263 | 41 | 6 | 241 | 49 | -89 | +0 | +0 | +5 | +32 | -5.2 | |
| / 162G | — | MLE | — | 650 | 600 | 106 | 17 | 3 | 23 | 39 | 268 | 6 | 2 | 0 | 177 | 234 | 330 | 564 | 153 | 265 | 41 | 6 | 241 | 49 | -39 | +0 | +0 | +2 | +14 | -2.3 | |
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.
2024 AAPensacola Blue Wahoos · 172 PAwOBA .261 → .210 (−51)K% 30.2% → 35.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.23% | ÷1.039 | ×1.220 | — | — | 35.49% |
| BB% (unintentional) /PA | 9.30% | ÷1.016 | ×0.680 | — | ×0.988 | 6.15% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×0.988 | 0.00% |
| Singles /BIP | 22.77% | ÷0.989 | ×0.920 | ×0.990 | ×0.988 | 20.71% |
| Doubles /BIP | 0.99% | ÷1.034 | ×0.910 | ×0.990 | ×0.988 | 0.85% |
| Triples /BIP | 0.99% | ÷0.909 | ×0.880 | ×0.990 | ×0.988 | 0.94% |
| Home runs /BIP | 4.95% | ÷1.064 | ×0.800 | — | ×0.988 | 3.68% |
Factors used: league row SL. Park (home-season share, regressed): HR 113, 1B 98, 2B 107, 3B 82, K 108, BB 103 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.990.
Result: wOBA .261 → .210; ISO .118 → .090; BABIP .253 → .227. 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).
2023 A+Eugene Emeralds · 96 PAwOBA .401 → .287 (−114)K% 28.1% → 37.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.12% | ÷1.021 | ×1.350 | — | — | 37.19% |
| BB% (unintentional) /PA | 9.38% | ÷0.975 | ×0.710 | — | ×0.978 | 6.68% |
| HBP% /PA | 0.00% | — | ×0.810 | — | ×0.978 | 0.00% |
| Singles /BIP | 16.67% | ÷1.047 | ×0.910 | ×1.023 | ×0.978 | 14.50% |
| Doubles /BIP | 10.00% | ÷1.031 | ×0.830 | ×1.023 | ×0.978 | 8.06% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.820 | ×1.023 | ×0.978 | 0.00% |
| Home runs /BIP | 13.33% | ÷1.076 | ×0.830 | — | ×0.978 | 10.06% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 115, 1B 109, 2B 106, 3B 80, K 104, BB 95 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.023.
Result: wOBA .401 → .287; ISO .345 → .237; BABIP .308 → .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).
2023 AARichmond Flying Squirrels · 95 PAwOBA .230 → .188 (−42)K% 36.8% → 45.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 36.84% | ÷0.995 | ×1.220 | — | — | 45.19% |
| BB% (unintentional) /PA | 5.26% | ÷0.985 | ×0.700 | — | ×0.998 | 3.73% |
| HBP% /PA | 1.05% | — | ×0.850 | — | ×0.998 | 0.89% |
| Singles /BIP | 20.75% | ÷0.978 | ×0.970 | ×1.002 | ×0.998 | 20.59% |
| Doubles /BIP | 5.66% | ÷1.003 | ×0.860 | ×1.002 | ×0.998 | 4.85% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.950 | ×1.002 | ×0.998 | 0.00% |
| Home runs /BIP | 3.77% | ÷0.906 | ×0.780 | — | ×0.998 | 3.24% |
Factors used: league row EL. Park (home-season share, regressed): HR 81, 1B 96, 2B 101, 3B 80, K 99, BB 97 — 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 ×1.002.
Result: wOBA .230 → .188; ISO .102 → .079; BABIP .269 → .257. 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).
2023 ROKACL Giants Black · 67 PAwOBA .381 → .219 (−161)K% 35.8% → 51.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.82% | ÷1.001 | ×1.440 | — | — | 51.53% |
| BB% (unintentional) /PA | 10.45% | ÷0.979 | ×0.620 | — | ×0.945 | 6.25% |
| HBP% /PA | 1.49% | — | ×0.720 | — | ×0.945 | 1.02% |
| Singles /BIP | 28.57% | ÷1.053 | ×0.820 | — | ×0.945 | 21.03% |
| Doubles /BIP | 0.00% | ÷1.017 | ×0.720 | — | ×0.945 | 0.00% |
| Triples /BIP | 5.71% | ÷1.000 | ×0.720 | — | ×0.945 | 3.89% |
| Home runs /BIP | 11.43% | ÷1.031 | ×0.780 | — | ×0.945 | 8.17% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 106, 1B 111, 2B 103, 3B 100, K 100, BB 96 — applied at half strength. Age: age 25 vs a level average of 19.5 → −5.5% on BB/HBP/hit rates (5.5 yr older than average).
Result: wOBA .381 → .219; ISO .271 → .151; BABIP .387 → .271. 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).
2022 AARichmond Flying Squirrels · 353 PAwOBA .326 → .250 (−76)K% 39.7% → 49.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 39.66% | ÷0.984 | ×1.220 | — | — | 49.15% |
| BB% (unintentional) /PA | 7.65% | ÷1.018 | ×0.700 | — | ×1.012 | 5.32% |
| HBP% /PA | 1.13% | — | ×0.850 | — | ×1.012 | 0.97% |
| Singles /BIP | 20.56% | ÷0.991 | ×0.970 | ×0.974 | ×1.012 | 19.84% |
| Doubles /BIP | 3.89% | ÷1.011 | ×0.860 | ×0.974 | ×1.012 | 3.26% |
| Triples /BIP | 0.56% | ÷0.900 | ×0.950 | ×0.974 | ×1.012 | 0.58% |
| Home runs /BIP | 13.89% | ÷0.929 | ×0.780 | — | ×1.012 | 11.80% |
Factors used: league row EL. Park (home-season share, regressed): HR 86, 1B 98, 2B 102, 3B 80, K 97, BB 104 — 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 ×0.974.
Result: wOBA .326 → .250; ISO .263 → .196; BABIP .287 → .265. 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 A+Eugene Emeralds · 421 PAwOBA .339 → .254 (−86)K% 31.4% → 39.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.35% | ÷1.083 | ×1.350 | — | — | 39.07% |
| BB% (unintentional) /PA | 10.21% | ÷0.924 | ×0.710 | — | ×0.998 | 7.83% |
| HBP% /PA | 0.95% | — | ×0.810 | — | ×0.998 | 0.77% |
| Singles /BIP | 19.09% | ÷1.016 | ×0.910 | ×0.996 | ×0.998 | 16.99% |
| Doubles /BIP | 9.96% | ÷1.135 | ×0.830 | ×0.996 | ×0.998 | 7.24% |
| Triples /BIP | 0.41% | ÷1.029 | ×0.820 | ×0.996 | ×0.998 | 0.33% |
| Home runs /BIP | 7.88% | ÷1.049 | ×0.830 | — | ×0.998 | 6.22% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 110, 1B 103, 2B 127, 3B 106, K 117, BB 85 — 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 .339 → .254; ISO .223 → .157; BABIP .318 → .261. 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 AAugusta GreenJackets · 79 PAwOBA .265 → .177 (−88)K% 38.0% → 51.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 37.97% | ÷0.997 | ×1.340 | — | — | 51.04% |
| BB% (unintentional) /PA | 5.06% | ÷1.050 | ×0.660 | — | ×1.015 | 3.23% |
| HBP% /PA | 0.00% | — | ×0.770 | — | ×1.015 | 0.00% |
| Singles /BIP | 11.11% | ÷0.958 | ×0.920 | — | ×1.015 | 10.83% |
| Doubles /BIP | 11.11% | ÷1.108 | ×0.820 | — | ×1.015 | 8.35% |
| Triples /BIP | 2.22% | ÷0.909 | ×0.940 | — | ×1.015 | 2.33% |
| Home runs /BIP | 6.67% | ÷1.082 | ×0.820 | — | ×1.015 | 5.13% |
Factors used: league row SAL. Park (home-season share, regressed): HR 116, 1B 92, 2B 122, 3B 82, K 99, BB 110 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average).
Result: wOBA .265 → .177; ISO .213 → .137; BABIP .262 → .227. 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 ROKAZL Giants Black · 186 PAwOBA .352 → .262 (−91)K% 19.4% → 27.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.35% | ÷1.000 | ×1.440 | — | — | 27.87% |
| BB% (unintentional) /PA | 9.14% | ÷1.000 | ×0.620 | — | ×0.995 | 5.64% |
| HBP% /PA | 1.61% | — | ×0.720 | — | ×0.995 | 1.16% |
| Singles /BIP | 25.98% | ÷1.000 | ×0.820 | ×1.035 | ×0.995 | 21.95% |
| Doubles /BIP | 6.30% | ÷1.000 | ×0.720 | ×1.035 | ×0.995 | 4.67% |
| Triples /BIP | 0.79% | ÷1.000 | ×0.720 | ×1.035 | ×0.995 | 0.58% |
| Home runs /BIP | 3.94% | ÷1.000 | ×0.780 | — | ×0.995 | 3.06% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 20 vs a level average of 19.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.035.
Result: wOBA .352 → .262; ISO .153 → .112; BABIP .336 → .274. 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).