Jean Ramirez
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2022 | 21 | AKC | 255 | .276/.365/.397 | 6 | 37 | 63 | — | .231/.291/.316 |
| 2023 | 22 | A+/AKC | 442 | .280/.360/.382 | 7 | 34 | 62 | — | .233/.295/.306 |
| 2024 | 23 | A+KC | 184 | .192/.288/.231 | 0 | 9 | 18 | — | .160/.232/.185 |
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 | 17 | ROK | DSL Royals 1 | — | 53 | 45 | 12 | 1 | 0 | 0 | 7 | 8 | 1 | 7 | 2 | 267 | 377 | 289 | 666 | 22 | 324 | 15 | 13 | 318 | 32 | — | — | — | — | — | — |
| 2019 | 18 | ROK | DSL Royals 1 | — | 192 | 161 | 53 | 2 | 1 | 2 | 21 | 18 | 1 | 29 | 8 | 329 | 410 | 391 | 801 | 62 | 345 | 9 | 11 | 350 | 49 | — | — | — | — | — | — |
| 2021 | 20 | A | Columbia Fireflies | — | 89 | 67 | 13 | 3 | 1 | 1 | 16 | 30 | 3 | 3 | 5 | 194 | 372 | 313 | 686 | 119 | 333 | 34 | 18 | 316 | 43 | — | — | — | — | — | — |
| 2021 | 20 | ROK | ACL Royals Blue | — | 42 | 34 | 8 | 2 | 1 | 0 | 5 | 10 | 1 | 6 | 0 | 235 | 350 | 353 | 703 | 118 | 320 | 24 | 12 | 308 | 35 | — | — | — | — | — | — |
| 2022 | 21 | A | Columbia Fireflies | — | 255 | 214 | 59 | 6 | 1 | 6 | 28 | 39 | 2 | 37 | 11 | 276 | 365 | 397 | 762 | 121 | 314 | 15 | 11 | 331 | 63 | — | — | — | — | — | — |
| 2023 | 22 | A+ | Quad Cities River Bandits | — | 100 | 87 | 19 | 1 | 0 | 2 | 9 | 20 | 2 | 6 | 3 | 218 | 306 | 299 | 605 | 80 | 262 | 20 | 9 | 277 | 43 | — | — | — | — | — | — |
| 2023 | 22 | A | Columbia Fireflies | — | 342 | 295 | 88 | 9 | 4 | 5 | 36 | 85 | 1 | 28 | 17 | 298 | 377 | 407 | 783 | 108 | 401 | 25 | 11 | 344 | 67 | — | — | — | — | — | — |
| 2024 | 23 | A+ | Quad Cities River Bandits | — | 184 | 156 | 30 | 6 | 0 | 0 | 21 | 36 | 0 | 9 | 2 | 192 | 288 | 231 | 519 | 38 | 248 | 20 | 11 | 240 | 18 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 17 | ROK MLE | DSL Royals 1 | — | 53 | 47 | 9 | 1 | 0 | 0 | 5 | 10 | 1 | 7 | 2 | 191 | 283 | 213 | 496 | 21 | 220 | 19 | 9 | 215 | 32 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | DSL Royals 1 | — | 192 | 168 | 37 | 1 | 1 | 1 | 14 | 22 | 1 | 29 | 8 | 220 | 284 | 256 | 540 | 36 | 219 | 11 | 7 | 240 | 49 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | Columbia Fireflies | — | 89 | 72 | 11 | 2 | 1 | 1 | 11 | 42 | 3 | 3 | 5 | 153 | 291 | 250 | 541 | 97 | 299 | 47 | 12 | 232 | 43 | — | — | — | — | — | — |
| 2021 | 20 | ROK MLE | ACL Royals Blue | — | 42 | 36 | 6 | 1 | 1 | 0 | 3 | 14 | 1 | 6 | 0 | 167 | 250 | 250 | 500 | 83 | 247 | 33 | 7 | 220 | 35 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | Columbia Fireflies | — | 255 | 225 | 52 | 5 | 1 | 4 | 17 | 57 | 2 | 37 | 11 | 231 | 291 | 316 | 607 | 84 | 274 | 22 | 7 | 262 | 63 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | Quad Cities River Bandits | — | 100 | 89 | 18 | 1 | 0 | 2 | 7 | 25 | 2 | 6 | 3 | 202 | 276 | 281 | 556 | 79 | 244 | 25 | 7 | 232 | 43 | — | — | — | — | — | — |
| 2023 | 22 | A MLE | Columbia Fireflies | — | 342 | 306 | 74 | 7 | 3 | 3 | 25 | 121 | 1 | 28 | 17 | 242 | 301 | 314 | 615 | 72 | 363 | 35 | 7 | 267 | 67 | — | — | — | — | — | — |
| 2024 | 23 | A+ MLE | Quad Cities River Bandits | — | 184 | 162 | 26 | 4 | 0 | 0 | 15 | 45 | 0 | 9 | 2 | 160 | 232 | 185 | 417 | 25 | 214 | 24 | 8 | 195 | 18 | — | — | — | — | — | — |
| 2018 | 17 | ROK MLE | DSL Royals 1 | — | 53 | 47 | 9 | 1 | 0 | 0 | 5 | 10 | 1 | 7 | 2 | 191 | 283 | 213 | 496 | 21 | 243 | 19 | 9 | 215 | 32 | — | — | — | — | — | — |
| 2018 | 17 | ROK RAW | DSL Royals 1 | — | 53 | 45 | 12 | 1 | 0 | 0 | 7 | 8 | 1 | 7 | 2 | 267 | 377 | 289 | 666 | 22 | 324 | 15 | 13 | 318 | 32 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | DSL Royals 1 | — | 192 | 168 | 37 | 1 | 1 | 1 | 14 | 22 | 1 | 29 | 8 | 220 | 284 | 256 | 540 | 36 | 237 | 11 | 7 | 240 | 49 | — | — | — | — | — | — |
| 2019 | 18 | ROK RAW | DSL Royals 1 | — | 192 | 161 | 53 | 2 | 1 | 2 | 21 | 18 | 1 | 29 | 8 | 329 | 410 | 391 | 801 | 62 | 345 | 9 | 11 | 350 | 49 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | 2 teams | — | 131 | 108 | 18 | 4 | 2 | 1 | 14 | 56 | 4 | 9 | 5 | 167 | 286 | 269 | 554 | 102 | 327 | 43 | 11 | 228 | 41 | — | — | — | — | — | — |
| 2021 | 20 | A RAW | 2 teams | — | 131 | 101 | 21 | 5 | 2 | 1 | 21 | 40 | 4 | 9 | 5 | 208 | 365 | 327 | 692 | 119 | 328 | 31 | 16 | 314 | 41 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | Columbia Fireflies | — | 255 | 225 | 52 | 5 | 1 | 4 | 17 | 57 | 2 | 37 | 11 | 231 | 291 | 316 | 607 | 84 | 293 | 22 | 7 | 262 | 63 | — | — | — | — | — | — |
| 2022 | 21 | A RAW | Columbia Fireflies | — | 255 | 214 | 59 | 6 | 1 | 6 | 28 | 39 | 2 | 37 | 11 | 276 | 365 | 397 | 762 | 121 | 314 | 15 | 11 | 331 | 63 | — | — | — | — | — | — |
| 2023 | 22 | A MLE | 2 teams | — | 442 | 395 | 92 | 8 | 3 | 5 | 32 | 147 | 3 | 34 | 20 | 233 | 295 | 306 | 602 | 73 | 355 | 33 | 7 | 259 | 61 | — | — | — | — | — | — |
| 2023 | 22 | A RAW | 2 teams | — | 442 | 382 | 107 | 10 | 4 | 7 | 45 | 105 | 3 | 34 | 20 | 280 | 360 | 382 | 743 | 102 | 368 | 24 | 10 | 329 | 61 | — | — | — | — | — | — |
| 2024 | 23 | A+ MLE | Quad Cities River Bandits | — | 184 | 162 | 26 | 4 | 0 | 0 | 15 | 45 | 0 | 9 | 2 | 160 | 232 | 185 | 417 | 25 | 220 | 24 | 8 | 195 | 18 | — | — | — | — | — | — |
| 2024 | 23 | A+ RAW | Quad Cities River Bandits | — | 184 | 156 | 30 | 6 | 0 | 0 | 21 | 36 | 0 | 9 | 2 | 192 | 288 | 231 | 519 | 38 | 248 | 20 | 11 | 240 | 18 | — | — | — | — | — | — |
| 2018 | 17 | ROK MLE | DSL Royals 1 | — | 53 | 47 | 9 | 1 | 0 | 0 | 5 | 10 | 1 | 7 | 2 | 191 | 283 | 213 | 496 | 21 | 220 | 19 | 9 | 215 | 32 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | DSL Royals 1 | — | 192 | 175 | 37 | 1 | 1 | 1 | 14 | 22 | 1 | 29 | 8 | 211 | 284 | 246 | 530 | 34 | 219 | 11 | 7 | 240 | 49 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | 2 teams | — | 131 | 112 | 18 | 4 | 2 | 1 | 14 | 56 | 4 | 9 | 5 | 161 | 286 | 259 | 545 | 98 | 282 | 43 | 11 | 228 | 41 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | Columbia Fireflies | — | 255 | 234 | 52 | 5 | 1 | 4 | 17 | 57 | 2 | 37 | 11 | 222 | 291 | 303 | 594 | 81 | 274 | 22 | 7 | 262 | 63 | — | — | — | — | — | — |
| 2023 | 22 | A MLE | 2 teams | — | 442 | 404 | 92 | 8 | 3 | 5 | 32 | 147 | 3 | 34 | 20 | 228 | 295 | 300 | 595 | 72 | 336 | 33 | 7 | 259 | 61 | — | — | — | — | — | — |
| 2024 | 23 | A+ MLE | Quad Cities River Bandits | — | 184 | 167 | 26 | 4 | 0 | 0 | 15 | 45 | 0 | 9 | 2 | 156 | 232 | 180 | 411 | 24 | 214 | 24 | 8 | 195 | 18 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 23 | A+ MLE | Quad Cities River Bandits | — | 184 | 167 | 26 | 4 | 0 | 0 | 15 | 45 | 0 | 9 | 2 | 156 | 232 | 180 | 411 | 24 | 214 | 24 | 8 | 195 | 18 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1257 | 1105 | 234 | 23 | 7 | 11 | 97 | 337 | 11 | 125 | 48 | 212 | 282 | 275 | 557 | 63 | 290 | 27 | 8 | 242 | 50 | -75 | +6 | +0 | -8 | +27 | -5.0 | |
| / 162G | — | MLE | — | 650 | 571 | 122 | 12 | 4 | 6 | 50 | 174 | 6 | 65 | 25 | 214 | 284 | 280 | 564 | 67 | 292 | 27 | 8 | 242 | 50 | -39 | +3 | +0 | -4 | +14 | -2.6 | |
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.
2024 A+Quad Cities River Bandits · 184 PAwOBA .235 → .195 (−40)K% 19.6% → 24.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.57% | ÷1.024 | ×1.270 | — | — | 24.26% |
| BB% (unintentional) /PA | 11.41% | ÷0.967 | ×0.710 | — | ×0.988 | 8.28% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×0.988 | 0.00% |
| Singles /BIP | 20.00% | ÷0.988 | ×0.920 | ×0.983 | ×0.988 | 18.08% |
| Doubles /BIP | 5.00% | ÷1.113 | ×0.810 | ×0.983 | ×0.988 | 3.53% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | ×0.983 | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.959 | ×0.800 | — | ×0.988 | 0.00% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 92, 1B 98, 2B 123, 3B 130, K 105, BB 93 — 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 ×0.983.
Result: wOBA .235 → .195; ISO .038 → .028; BABIP .248 → .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).
2023 AColumbia Fireflies · 342 PAwOBA .337 → .267 (−70)K% 24.9% → 35.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.85% | ÷0.952 | ×1.360 | — | — | 35.50% |
| BB% (unintentional) /PA | 10.53% | ÷0.976 | ×0.690 | — | ×0.990 | 7.36% |
| HBP% /PA | 0.29% | — | ×0.780 | — | ×0.990 | 0.23% |
| Singles /BIP | 33.33% | ÷0.970 | ×0.920 | ×0.996 | ×0.990 | 31.16% |
| Doubles /BIP | 4.29% | ÷1.023 | ×0.830 | ×0.996 | ×0.990 | 3.43% |
| Triples /BIP | 1.90% | ÷1.150 | ×0.910 | ×0.996 | ×0.990 | 1.49% |
| Home runs /BIP | 2.38% | ÷1.089 | ×0.800 | — | ×0.990 | 1.73% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 118, 1B 94, 2B 105, 3B 130, K 90, BB 95 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.996.
Result: wOBA .337 → .267; ISO .108 → .077; BABIP .401 → .363. 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+Quad Cities River Bandits · 100 PAwOBA .270 → .232 (−38)K% 20.0% → 25.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷1.005 | ×1.270 | — | — | 25.27% |
| BB% (unintentional) /PA | 9.00% | ÷0.929 | ×0.710 | — | ×0.998 | 6.87% |
| HBP% /PA | 2.00% | — | ×0.790 | — | ×0.998 | 1.58% |
| Singles /BIP | 23.88% | ÷0.997 | ×0.920 | ×1.025 | ×0.998 | 22.54% |
| Doubles /BIP | 1.49% | ÷0.957 | ×0.810 | ×1.025 | ×0.998 | 1.29% |
| Triples /BIP | 0.00% | ÷0.908 | ×0.850 | ×1.025 | ×0.998 | 0.00% |
| Home runs /BIP | 2.99% | ÷1.033 | ×0.800 | — | ×0.998 | 2.31% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 107, 1B 99, 2B 91, 3B 82, K 101, BB 86 — 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 ×1.025.
Result: wOBA .270 → .232; ISO .080 → .063; BABIP .262 → .244. 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 AColumbia Fireflies · 255 PAwOBA .321 → .262 (−59)K% 15.3% → 22.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.29% | ÷0.937 | ×1.360 | — | — | 22.19% |
| BB% (unintentional) /PA | 10.59% | ÷1.069 | ×0.690 | — | — | 6.83% |
| HBP% /PA | 0.78% | — | ×0.780 | — | — | 0.61% |
| Singles /BIP | 26.29% | ÷1.054 | ×0.920 | ×1.012 | — | 23.22% |
| Doubles /BIP | 3.43% | ÷0.985 | ×0.830 | ×1.012 | — | 2.92% |
| Triples /BIP | 0.57% | ÷0.900 | ×0.910 | ×1.012 | — | 0.58% |
| Home runs /BIP | 3.43% | ÷1.140 | ×0.800 | — | — | 2.41% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 128, 1B 111, 2B 97, 3B 80, K 87, BB 114 — 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 ×1.012.
Result: wOBA .321 → .262; ISO .121 → .095; BABIP .314 → .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).
2021 AColumbia Fireflies · 89 PAwOBA .310 → .232 (−78)K% 33.7% → 47.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 33.71% | ÷0.974 | ×1.360 | — | — | 47.09% |
| BB% (unintentional) /PA | 17.98% | ÷1.023 | ×0.690 | — | ×1.015 | 12.31% |
| HBP% /PA | 3.37% | — | ×0.780 | — | ×1.015 | 2.67% |
| Singles /BIP | 21.62% | ÷1.017 | ×0.920 | — | ×1.015 | 19.86% |
| Doubles /BIP | 8.11% | ÷0.960 | ×0.830 | — | ×1.015 | 7.12% |
| Triples /BIP | 2.70% | ÷1.055 | ×0.910 | — | ×1.015 | 2.37% |
| Home runs /BIP | 2.70% | ÷1.237 | ×0.800 | — | ×1.015 | 1.77% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 103, 2B 92, 3B 111, K 95, BB 105 — 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 .310 → .232; ISO .119 → .087; BABIP .333 → .299. 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 ROKACL Royals Blue · 42 PAwOBA .308 → .220 (−88)K% 23.8% → 34.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.81% | ÷1.000 | ×1.440 | — | — | 34.29% |
| BB% (unintentional) /PA | 11.90% | ÷1.000 | ×0.620 | — | ×0.985 | 7.27% |
| HBP% /PA | 2.38% | — | ×0.720 | — | ×0.985 | 1.69% |
| Singles /BIP | 20.83% | ÷1.000 | ×0.820 | — | ×0.985 | 16.83% |
| Doubles /BIP | 8.33% | ÷1.000 | ×0.720 | — | ×0.985 | 5.91% |
| Triples /BIP | 4.17% | ÷1.000 | ×0.720 | — | ×0.985 | 2.96% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.985 | 0.00% |
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 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).
Result: wOBA .308 → .220; ISO .118 → .083; BABIP .320 → .247. 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 DSLDSL Royals 1 · 192 PAwOBA .352 → .240 (−112)K% 9.4% → 11.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.38% | ÷1.000 | ×1.220 | — | — | 11.44% |
| BB% (unintentional) /PA | 10.42% | ÷1.000 | ×0.700 | — | ×0.995 | 7.26% |
| HBP% /PA | 0.52% | — | ×0.700 | — | ×0.995 | 0.36% |
| Singles /BIP | 33.57% | ÷1.000 | ×0.680 | ×0.950 | ×0.995 | 21.58% |
| Doubles /BIP | 1.40% | ÷1.000 | ×0.600 | ×0.950 | ×0.995 | 0.79% |
| Triples /BIP | 0.70% | ÷1.000 | ×0.600 | ×0.950 | ×0.995 | 0.40% |
| Home runs /BIP | 1.40% | ÷1.000 | ×0.470 | — | ×0.995 | 0.65% |
Factors used: level-wide DSL 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 19 vs a level average of 18.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .352 → .240; ISO .062 → .034; BABIP .345 → .219. 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 DSLDSL Royals 1 · 53 PAwOBA .311 → .215 (−95)K% 15.1% → 18.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.09% | ÷1.000 | ×1.220 | — | — | 18.42% |
| BB% (unintentional) /PA | 13.21% | ÷1.000 | ×0.700 | — | ×1.008 | 9.31% |
| HBP% /PA | 1.89% | — | ×0.700 | — | ×1.008 | 1.33% |
| Singles /BIP | 29.73% | ÷1.000 | ×0.680 | — | ×1.008 | 20.37% |
| Doubles /BIP | 2.70% | ÷1.000 | ×0.600 | — | ×1.008 | 1.63% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.600 | — | ×1.008 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.470 | — | ×1.008 | 0.00% |
Factors used: level-wide DSL 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 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average).
Result: wOBA .311 → .215; ISO .022 → .014; BABIP .324 → .220. 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).