Abiezel Ramirez
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2021 | 21 | ATB | 272 | .260/.352/.446 | 9 | 17 | 57 | — | .195/.265/.320 |
| 2022 | 22 | A+/ATB | 276 | .197/.304/.339 | 6 | 8 | 31 | — | .146/.217/.245 |
| 2023 | 23 | AA/ATOR | 196 | .210/.327/.329 | 3 | 8 | 33 | — | .160/.245/.246 |
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) | |||||||||||||||||||||||||||||||
| 2017 | 17 | ROK | DSL Rays 2 | — | 226 | 198 | 43 | 6 | 4 | 1 | 27 | 55 | 1 | 8 | 7 | 217 | 314 | 303 | 617 | 86 | 296 | 24 | 12 | 287 | 8 | — | — | — | — | — | — |
| 2018 | 18 | ROK | DSL Rays 2 | — | 290 | 237 | 69 | 9 | 7 | 2 | 37 | 33 | 7 | 27 | 8 | 291 | 402 | 414 | 816 | 122 | 319 | 11 | 13 | 359 | 55 | — | — | — | — | — | — |
| 2019 | 19 | ROK | GCL Rays | — | 150 | 135 | 39 | 8 | 2 | 2 | 13 | 38 | 0 | 7 | 0 | 289 | 351 | 422 | 774 | 133 | 389 | 25 | 9 | 341 | 42 | — | — | — | — | — | — |
| 2020 | 20 | INTL | Perth Heat | — | 79 | 70 | 18 | 3 | 1 | 1 | 7 | 17 | 1 | 4 | 0 | 257 | 333 | 371 | 705 | 114 | 321 | 22 | 9 | 316 | 100 | — | — | — | — | — | — |
| 2021 | 21 | A | Charleston RiverDogs | — | 272 | 231 | 60 | 10 | 3 | 9 | 32 | 102 | 1 | 17 | 3 | 260 | 352 | 446 | 798 | 186 | 415 | 38 | 12 | 345 | 57 | — | — | — | — | — | — |
| 2022 | 22 | A+ | Bowling Green Hot Rods | — | 190 | 165 | 30 | 5 | 3 | 3 | 23 | 54 | 2 | 1 | 2 | 182 | 289 | 303 | 593 | 121 | 250 | 28 | 12 | 275 | 17 | — | — | — | — | — | — |
| 2022 | 22 | A | Charleston RiverDogs | — | 86 | 74 | 17 | 3 | 1 | 3 | 12 | 22 | 0 | 7 | 1 | 230 | 337 | 419 | 756 | 189 | 286 | 26 | 14 | 339 | 63 | — | — | — | — | — | — |
| 2023 | 23 | AA | New Hampshire Fisher Cats | — | 41 | 37 | 4 | 1 | 0 | 0 | 4 | 20 | 0 | 3 | 0 | 108 | 195 | 135 | 330 | 27 | 235 | 49 | 10 | 166 | -37 | — | — | — | — | — | — |
| 2023 | 23 | A | Dunedin Blue Jays | — | 155 | 130 | 31 | 6 | 2 | 3 | 23 | 44 | 2 | 5 | 1 | 238 | 361 | 385 | 746 | 146 | 337 | 28 | 15 | 341 | 51 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 17 | ROK MLE | DSL Rays 2 | — | 226 | 206 | 26 | 3 | 2 | 0 | 19 | 67 | 1 | 8 | 7 | 126 | 204 | 160 | 364 | 34 | 189 | 30 | 8 | 180 | 8 | — | — | — | — | — | — |
| 2018 | 18 | ROK MLE | DSL Rays 2 | — | 290 | 248 | 48 | 6 | 4 | 1 | 26 | 40 | 7 | 27 | 8 | 194 | 288 | 262 | 550 | 69 | 209 | 14 | 9 | 249 | 55 | — | — | — | — | — | — |
| 2019 | 19 | ROK MLE | GCL Rays | — | 150 | 140 | 27 | 5 | 1 | 1 | 8 | 55 | 0 | 7 | 0 | 193 | 236 | 264 | 501 | 71 | 310 | 37 | 5 | 231 | 42 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Charleston RiverDogs | — | 272 | 241 | 47 | 8 | 2 | 6 | 22 | 144 | 1 | 17 | 3 | 195 | 265 | 320 | 585 | 124 | 398 | 53 | 8 | 252 | 57 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Bowling Green Hot Rods | — | 190 | 175 | 23 | 3 | 3 | 2 | 13 | 71 | 2 | 1 | 2 | 131 | 200 | 217 | 417 | 86 | 205 | 37 | 7 | 193 | 17 | — | — | — | — | — | — |
| 2022 | 22 | A MLE | Charleston RiverDogs | — | 86 | 78 | 14 | 2 | 1 | 2 | 8 | 30 | 0 | 7 | 1 | 179 | 256 | 308 | 564 | 128 | 269 | 35 | 9 | 261 | 63 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | New Hampshire Fisher Cats | — | 41 | 38 | 3 | 1 | 0 | 0 | 3 | 25 | 0 | 3 | 0 | 79 | 146 | 105 | 252 | 26 | 226 | 61 | 7 | 114 | -37 | — | — | — | — | — | — |
| 2023 | 23 | A MLE | Dunedin Blue Jays | — | 155 | 138 | 25 | 4 | 2 | 2 | 15 | 59 | 2 | 5 | 1 | 181 | 271 | 283 | 554 | 101 | 294 | 38 | 10 | 243 | 51 | — | — | — | — | — | — |
| 2017 | 17 | ROK MLE | DSL Rays 2 | — | 226 | 206 | 26 | 3 | 2 | 0 | 19 | 67 | 1 | 8 | 7 | 126 | 204 | 160 | 364 | 34 | 187 | 30 | 8 | 180 | 8 | — | — | — | — | — | — |
| 2017 | 17 | ROK RAW | DSL Rays 2 | — | 226 | 198 | 43 | 6 | 4 | 1 | 27 | 55 | 1 | 8 | 7 | 217 | 314 | 303 | 617 | 86 | 296 | 24 | 12 | 287 | 8 | — | — | — | — | — | — |
| 2018 | 18 | ROK MLE | DSL Rays 2 | — | 290 | 248 | 48 | 6 | 4 | 1 | 26 | 40 | 7 | 27 | 8 | 194 | 288 | 262 | 550 | 69 | 219 | 14 | 9 | 249 | 55 | — | — | — | — | — | — |
| 2018 | 18 | ROK RAW | DSL Rays 2 | — | 290 | 237 | 69 | 9 | 7 | 2 | 37 | 33 | 7 | 27 | 8 | 291 | 402 | 414 | 816 | 122 | 319 | 11 | 13 | 359 | 55 | — | — | — | — | — | — |
| 2019 | 19 | ROK MLE | GCL Rays | — | 150 | 140 | 27 | 5 | 1 | 1 | 8 | 55 | 0 | 7 | 0 | 193 | 236 | 264 | 501 | 71 | 310 | 37 | 5 | 231 | 42 | — | — | — | — | — | — |
| 2019 | 19 | ROK RAW | GCL Rays | — | 150 | 135 | 39 | 8 | 2 | 2 | 13 | 38 | 0 | 7 | 0 | 289 | 351 | 422 | 774 | 133 | 389 | 25 | 9 | 341 | 42 | — | — | — | — | — | — |
| 2020 | 20 | INTL MLE | Perth Heat | — | 79 | 70 | 18 | 3 | 1 | 1 | 7 | 17 | 1 | 4 | 0 | 257 | 333 | 371 | 705 | 114 | 321 | 22 | 9 | — | — | — | — | — | — | — | — |
| 2020 | 20 | INTL RAW | Perth Heat | — | 79 | 70 | 18 | 3 | 1 | 1 | 7 | 17 | 1 | 4 | 0 | 257 | 333 | 371 | 705 | 114 | 321 | 22 | 9 | 316 | 100 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Charleston RiverDogs | — | 272 | 241 | 47 | 8 | 2 | 6 | 22 | 144 | 1 | 17 | 3 | 195 | 265 | 320 | 585 | 124 | 436 | 53 | 8 | 252 | 57 | — | — | — | — | — | — |
| 2021 | 21 | A RAW | Charleston RiverDogs | — | 272 | 231 | 60 | 10 | 3 | 9 | 32 | 102 | 1 | 17 | 3 | 260 | 352 | 446 | 798 | 186 | 415 | 38 | 12 | 345 | 57 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 276 | 252 | 38 | 6 | 3 | 5 | 22 | 101 | 2 | 8 | 3 | 151 | 225 | 258 | 483 | 107 | 226 | 37 | 8 | 214 | 31 | — | — | — | — | — | — |
| 2022 | 22 | A+ RAW | 2 teams | — | 276 | 239 | 47 | 8 | 4 | 6 | 35 | 76 | 2 | 8 | 3 | 197 | 304 | 339 | 643 | 142 | 261 | 28 | 13 | 295 | 31 | — | — | — | — | — | — |
| 2023 | 23 | A MLE | 2 teams | — | 196 | 177 | 28 | 5 | 2 | 2 | 17 | 84 | 2 | 8 | 1 | 158 | 240 | 243 | 483 | 85 | 286 | 43 | 9 | 216 | 32 | — | — | — | — | — | — |
| 2023 | 23 | A RAW | 2 teams | — | 196 | 167 | 35 | 7 | 2 | 3 | 27 | 64 | 2 | 8 | 1 | 210 | 327 | 329 | 656 | 120 | 320 | 33 | 14 | 304 | 32 | — | — | — | — | — | — |
| 2017 | 17 | ROK MLE | DSL Rays 2 | — | 226 | 204 | 26 | 3 | 2 | 0 | 19 | 67 | 1 | 8 | 7 | 127 | 204 | 162 | 365 | 34 | 189 | 30 | 8 | 180 | 8 | — | — | — | — | — | — |
| 2018 | 18 | ROK MLE | DSL Rays 2 | — | 290 | 255 | 48 | 6 | 4 | 1 | 26 | 40 | 7 | 27 | 8 | 188 | 288 | 255 | 543 | 67 | 209 | 14 | 9 | 249 | 55 | — | — | — | — | — | — |
| 2019 | 19 | ROK MLE | GCL Rays | — | 150 | 141 | 27 | 5 | 1 | 1 | 8 | 55 | 0 | 7 | 0 | 191 | 236 | 262 | 499 | 71 | 310 | 37 | 5 | 231 | 42 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Charleston RiverDogs | — | 272 | 247 | 47 | 8 | 2 | 6 | 22 | 144 | 1 | 17 | 3 | 190 | 265 | 312 | 577 | 121 | 398 | 53 | 8 | 252 | 57 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 276 | 250 | 38 | 6 | 3 | 5 | 22 | 101 | 2 | 8 | 3 | 152 | 225 | 260 | 485 | 108 | 225 | 37 | 8 | 214 | 31 | — | — | — | — | — | — |
| 2023 | 23 | A MLE | 2 teams | — | 196 | 175 | 28 | 5 | 2 | 2 | 17 | 84 | 2 | 8 | 1 | 160 | 240 | 246 | 486 | 86 | 280 | 43 | 9 | 216 | 32 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1489 | 1334 | 232 | 36 | 15 | 16 | 121 | 508 | 14 | 79 | 22 | 174 | 250 | 259 | 509 | 85 | 263 | 34 | 8 | 213 | 30 | -123 | +7 | +0 | +16 | +32 | -6.9 | |
| / 162G | — | MLE | — | 650 | 582 | 102 | 16 | 7 | 7 | 53 | 222 | 6 | 34 | 10 | 175 | 251 | 263 | 514 | 88 | 265 | 34 | 8 | 213 | 30 | -54 | +3 | +0 | +7 | +14 | -3.1 | |
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.
2023 ADunedin Blue Jays · 155 PAwOBA .332 → .243 (−90)K% 28.4% → 37.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.39% | ÷1.018 | ×1.360 | — | — | 37.94% |
| BB% (unintentional) /PA | 14.84% | ÷1.062 | ×0.690 | — | ×0.990 | 9.55% |
| HBP% /PA | 1.29% | — | ×0.780 | — | ×0.990 | 1.00% |
| Singles /BIP | 23.26% | ÷0.988 | ×0.920 | ×0.997 | ×0.990 | 21.37% |
| Doubles /BIP | 6.98% | ÷1.034 | ×0.830 | ×0.997 | ×0.990 | 5.52% |
| Triples /BIP | 2.33% | ÷1.111 | ×0.910 | ×0.997 | ×0.990 | 1.88% |
| Home runs /BIP | 3.49% | ÷1.279 | ×0.800 | — | ×0.990 | 2.16% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 156, 1B 98, 2B 107, 3B 122, K 104, BB 112 — 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 ×0.997.
Result: wOBA .332 → .243; ISO .146 → .097; BABIP .337 → .294. 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 AANew Hampshire Fisher Cats · 41 PAwOBA .162 → .114 (−48)K% 48.8% → 61.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 48.78% | ÷0.967 | ×1.220 | — | — | 61.51% |
| BB% (unintentional) /PA | 9.76% | ÷1.105 | ×0.700 | — | ×1.027 | 6.35% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×1.027 | 0.00% |
| Singles /BIP | 17.65% | ÷1.023 | ×0.970 | — | ×1.027 | 17.18% |
| Doubles /BIP | 5.88% | ÷0.963 | ×0.860 | — | ×1.027 | 5.40% |
| Triples /BIP | 0.00% | ÷1.033 | ×0.950 | — | ×1.027 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×1.027 | 0.00% |
Factors used: league row EL. Park (home-season share, regressed): HR 100, 1B 105, 2B 93, 3B 107, K 93, BB 121 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average).
Result: wOBA .162 → .114; ISO .027 → .019; BABIP .235 → .226. 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 A+Bowling Green Hot Rods · 190 PAwOBA .268 → .193 (−75)K% 28.4% → 37.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.42% | ÷1.002 | ×1.310 | — | — | 37.16% |
| BB% (unintentional) /PA | 12.11% | ÷1.038 | ×0.600 | — | ×1.012 | 7.08% |
| HBP% /PA | 1.05% | — | ×0.770 | — | ×1.012 | 0.82% |
| Singles /BIP | 17.12% | ÷1.011 | ×0.870 | ×0.963 | ×1.012 | 14.36% |
| Doubles /BIP | 4.50% | ÷1.079 | ×0.780 | ×0.963 | ×1.012 | 3.17% |
| Triples /BIP | 2.70% | ÷0.900 | ×0.850 | ×0.963 | ×1.012 | 2.49% |
| Home runs /BIP | 2.70% | ÷1.020 | ×0.880 | — | ×1.012 | 2.36% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 104, 1B 102, 2B 116, 3B 80, K 100, BB 108 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.963.
Result: wOBA .268 → .193; ISO .121 → .096; BABIP .250 → .205. 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 ACharleston RiverDogs · 86 PAwOBA .330 → .261 (−69)K% 25.6% → 35.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.58% | ÷0.985 | ×1.360 | — | — | 35.34% |
| BB% (unintentional) /PA | 13.95% | ÷0.983 | ×0.690 | — | — | 9.79% |
| HBP% /PA | 0.00% | — | ×0.780 | — | — | 0.00% |
| Singles /BIP | 19.23% | ÷0.970 | ×0.920 | ×1.049 | — | 19.13% |
| Doubles /BIP | 5.77% | ÷1.066 | ×0.830 | ×1.049 | — | 4.71% |
| Triples /BIP | 1.92% | ÷1.053 | ×0.910 | ×1.049 | — | 1.74% |
| Home runs /BIP | 5.77% | ÷0.943 | ×0.800 | — | — | 4.90% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 94, 2B 113, 3B 111, K 97, 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 ×1.049.
Result: wOBA .330 → .261; ISO .189 → .146; BABIP .286 → .269. 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 ACharleston RiverDogs · 272 PAwOBA .340 → .252 (−88)K% 37.5% → 52.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 37.50% | ÷0.966 | ×1.360 | — | — | 52.80% |
| BB% (unintentional) /PA | 11.76% | ÷1.028 | ×0.690 | — | ×1.015 | 8.01% |
| HBP% /PA | 0.37% | — | ×0.780 | — | ×1.015 | 0.29% |
| Singles /BIP | 29.46% | ÷0.968 | ×0.920 | ×1.024 | ×1.015 | 29.09% |
| Doubles /BIP | 7.75% | ÷0.871 | ×0.830 | ×1.024 | ×1.015 | 7.68% |
| Triples /BIP | 2.33% | ÷1.150 | ×0.910 | ×1.024 | ×1.015 | 1.91% |
| Home runs /BIP | 6.98% | ÷1.026 | ×0.800 | — | ×1.015 | 5.52% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 105, 1B 94, 2B 74, 3B 130, K 93, BB 106 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.024.
Result: wOBA .340 → .252; ISO .186 → .129; BABIP .415 → .398. 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 ROKGCL Rays · 150 PAwOBA .332 → .231 (−102)K% 25.3% → 36.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.33% | ÷1.000 | ×1.440 | — | — | 36.48% |
| BB% (unintentional) /PA | 8.67% | ÷1.000 | ×0.620 | — | ×1.008 | 5.41% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×1.008 | 0.00% |
| Singles /BIP | 27.84% | ÷1.000 | ×0.820 | — | ×1.008 | 23.00% |
| Doubles /BIP | 8.25% | ÷1.000 | ×0.720 | — | ×1.008 | 5.98% |
| Triples /BIP | 2.06% | ÷1.000 | ×0.720 | — | ×1.008 | 1.50% |
| Home runs /BIP | 2.06% | ÷1.000 | ×0.780 | — | ×1.008 | 1.62% |
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 19 vs a level average of 19.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average).
Result: wOBA .332 → .231; ISO .133 → .089; BABIP .389 → .310. 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 Rays 2 · 290 PAwOBA .359 → .249 (−111)K% 11.4% → 13.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.38% | ÷1.000 | ×1.220 | — | — | 13.88% |
| BB% (unintentional) /PA | 12.41% | ÷1.000 | ×0.700 | — | ×1.008 | 8.75% |
| HBP% /PA | 2.41% | — | ×0.700 | — | ×1.008 | 1.70% |
| Singles /BIP | 25.00% | ÷1.000 | ×0.680 | ×0.984 | ×1.008 | 16.86% |
| Doubles /BIP | 4.41% | ÷1.000 | ×0.600 | ×0.984 | ×1.008 | 2.62% |
| Triples /BIP | 3.43% | ÷1.000 | ×0.600 | ×0.984 | ×1.008 | 2.04% |
| Home runs /BIP | 0.98% | ÷1.000 | ×0.470 | — | ×1.008 | 0.46% |
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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.984.
Result: wOBA .359 → .249; ISO .122 → .075; BABIP .319 → .209. 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 DSLDSL Rays 2 · 226 PAwOBA .280 → .180 (−100)K% 24.3% → 29.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.34% | ÷1.000 | ×1.220 | — | — | 29.69% |
| BB% (unintentional) /PA | 11.95% | ÷1.000 | ×0.700 | — | ×1.022 | 8.55% |
| HBP% /PA | 0.44% | — | ×0.700 | — | ×1.022 | 0.32% |
| Singles /BIP | 22.38% | ÷1.000 | ×0.680 | ×0.951 | ×1.022 | 14.79% |
| Doubles /BIP | 4.20% | ÷1.000 | ×0.600 | ×0.951 | ×1.022 | 2.45% |
| Triples /BIP | 2.80% | ÷1.000 | ×0.600 | ×0.951 | ×1.022 | 1.63% |
| Home runs /BIP | 0.70% | ÷1.000 | ×0.470 | — | ×1.022 | 0.34% |
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 17 vs a level average of 18.5 → +2.2% on BB/HBP/hit rates (1.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.951.
Result: wOBA .280 → .180; ISO .086 → .047; BABIP .296 → .189. 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 — .