Sandber Pimentel
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR |
|---|---|---|---|---|---|---|---|---|
| 2022 | 27 | INTLEstrellas Ori… | 75 | .189/.419/.396 | 3 | 0 | 139 | — |
| 2024 | 29 | INTLDominican Rep… | 91 | .247/.356/.481 | 4 | 1 | 133 | — |
| 2025 | 30 | INTLToros del Este | 46 | .176/.391/.235 | 0 | 1 | 100 | — |
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) | |||||||||||||||||||||||||||||||
| 2012 | 17 | ROK | DSL Athletics | — | 151 | 115 | 30 | 2 | 1 | 1 | 28 | 30 | 6 | 0 | 6 | 261 | 430 | 322 | 751 | 61 | 345 | 20 | 19 | 356 | 55 | — | — | — | — | — | — |
| 2013 | 18 | ROK | DSL Athletics | — | 119 | 102 | 26 | 5 | 3 | 2 | 15 | 22 | 1 | 1 | 5 | 255 | 356 | 422 | 778 | 167 | 304 | 18 | 13 | 345 | 36 | — | — | — | — | — | — |
| 2014 | 19 | ROK | DSL Athletics | — | 236 | 190 | 59 | 11 | 4 | 3 | 31 | 32 | 12 | 2 | 2 | 311 | 438 | 458 | 896 | 147 | 354 | 14 | 13 | 400 | 67 | — | — | — | — | — | — |
| 2015 | 20 | A | Beloit Snappers | — | 471 | 411 | 100 | 17 | 0 | 13 | 50 | 104 | 8 | 1 | 2 | 243 | 337 | 380 | 716 | 136 | 294 | 22 | 11 | 325 | 59 | — | — | — | — | — | — |
| 2016 | 21 | A+ | Stockton Ports | — | 485 | 417 | 99 | 18 | 1 | 21 | 60 | 145 | 7 | 1 | 0 | 237 | 343 | 436 | 779 | 199 | 310 | 30 | 12 | 348 | 73 | — | — | — | — | — | — |
| 2017 | 22 | A+ | Stockton Ports | — | 281 | 244 | 68 | 8 | 0 | 14 | 36 | 78 | 1 | 0 | 0 | 279 | 374 | 484 | 857 | 205 | 355 | 28 | 13 | 380 | 75 | — | — | — | — | — | — |
| 2018 | 23 | A+ | Stockton Ports | — | 281 | 247 | 54 | 11 | 1 | 15 | 33 | 93 | 1 | 0 | 1 | 219 | 313 | 453 | 767 | 235 | 281 | 33 | 12 | 339 | 44 | — | — | — | — | — | — |
| 2018 | 23 | INTL | Estrellas Orientales | — | 37 | 34 | 9 | 3 | 0 | 0 | 2 | 18 | 1 | 0 | 0 | 265 | 324 | 353 | 677 | 88 | 562 | 49 | 5 | 308 | 95 | — | — | — | — | — | — |
| 2021 | 26 | INTL | Estrellas Orientales | — | 88 | 71 | 17 | 3 | 0 | 3 | 15 | 23 | 2 | 0 | 0 | 239 | 386 | 408 | 795 | 169 | 311 | 26 | 17 | 363 | 132 | — | — | — | — | — | — |
| 2022 | 27 | INTL | Estrellas Orientales | — | 75 | 53 | 10 | 2 | 0 | 3 | 21 | 20 | 0 | 0 | 0 | 189 | 419 | 396 | 815 | 208 | 226 | 27 | 28 | 373 | 139 | — | — | — | — | — | — |
| 2024 | 29 | INTL | Dominican Republic | — | 91 | 77 | 19 | 6 | 0 | 4 | 13 | 23 | 0 | 1 | 0 | 247 | 356 | 481 | 836 | 234 | 294 | 25 | 14 | 365 | 133 | — | — | — | — | — | — |
| 2025 | 30 | INTL | Toros del Este | — | 46 | 34 | 6 | 2 | 0 | 0 | 12 | 18 | 0 | 1 | 1 | 176 | 391 | 235 | 627 | 59 | 375 | 39 | 26 | 317 | 100 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 17 | ROK MLE | DSL Athletics | — | 151 | 125 | 23 | 1 | 1 | 1 | 18 | 37 | 6 | 0 | 6 | 184 | 315 | 232 | 547 | 48 | 244 | 25 | 12 | 250 | 55 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | DSL Athletics | — | 119 | 107 | 17 | 3 | 2 | 1 | 10 | 27 | 1 | 1 | 5 | 159 | 237 | 252 | 490 | 93 | 198 | 23 | 8 | 221 | 36 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | DSL Athletics | — | 236 | 201 | 41 | 7 | 3 | 1 | 20 | 39 | 12 | 2 | 2 | 204 | 313 | 284 | 597 | 80 | 231 | 17 | 8 | 267 | 67 | — | — | — | — | — | — |
| 2015 | 20 | A MLE | Beloit Snappers | — | 471 | 424 | 85 | 14 | 0 | 9 | 37 | 143 | 8 | 1 | 2 | 200 | 277 | 297 | 574 | 97 | 274 | 30 | 8 | 256 | 59 | — | — | — | — | — | — |
| 2016 | 21 | A+ MLE | Stockton Ports | — | 485 | 437 | 87 | 15 | 1 | 17 | 40 | 188 | 7 | 1 | 0 | 199 | 277 | 355 | 632 | 156 | 298 | 39 | 8 | 276 | 73 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | Stockton Ports | — | 281 | 258 | 58 | 7 | 0 | 9 | 22 | 103 | 1 | 0 | 0 | 225 | 288 | 357 | 645 | 132 | 331 | 37 | 8 | 279 | 75 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Stockton Ports | — | 281 | 258 | 41 | 9 | 1 | 9 | 22 | 128 | 1 | 0 | 1 | 159 | 228 | 306 | 534 | 147 | 258 | 46 | 8 | 233 | 44 | — | — | — | — | — | — |
| 2012 | 17 | ROK MLE | DSL Athletics | — | 151 | 125 | 23 | 1 | 1 | 1 | 18 | 37 | 6 | 0 | 6 | 184 | 315 | 232 | 547 | 48 | 253 | 25 | 12 | 250 | 55 | — | — | — | — | — | — |
| 2012 | 17 | ROK RAW | DSL Athletics | — | 151 | 115 | 30 | 2 | 1 | 1 | 28 | 30 | 6 | 0 | 6 | 261 | 430 | 322 | 751 | 61 | 345 | 20 | 19 | 356 | 55 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | DSL Athletics | — | 119 | 107 | 17 | 3 | 2 | 1 | 10 | 27 | 1 | 1 | 5 | 159 | 237 | 252 | 490 | 93 | 200 | 23 | 8 | 221 | 36 | — | — | — | — | — | — |
| 2013 | 18 | ROK RAW | DSL Athletics | — | 119 | 102 | 26 | 5 | 3 | 2 | 15 | 22 | 1 | 1 | 5 | 255 | 356 | 422 | 778 | 167 | 304 | 18 | 13 | 345 | 36 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | DSL Athletics | — | 236 | 201 | 41 | 7 | 3 | 1 | 20 | 39 | 12 | 2 | 2 | 204 | 313 | 284 | 597 | 80 | 244 | 17 | 8 | 267 | 67 | — | — | — | — | — | — |
| 2014 | 19 | ROK RAW | DSL Athletics | — | 236 | 190 | 59 | 11 | 4 | 3 | 31 | 32 | 12 | 2 | 2 | 311 | 438 | 458 | 896 | 147 | 354 | 14 | 13 | 400 | 67 | — | — | — | — | — | — |
| 2015 | 20 | A MLE | Beloit Snappers | — | 471 | 424 | 85 | 14 | 0 | 9 | 37 | 143 | 8 | 1 | 2 | 200 | 277 | 297 | 574 | 97 | 277 | 30 | 8 | 256 | 59 | — | — | — | — | — | — |
| 2015 | 20 | A RAW | Beloit Snappers | — | 471 | 411 | 100 | 17 | 0 | 13 | 50 | 104 | 8 | 1 | 2 | 243 | 337 | 380 | 716 | 136 | 294 | 22 | 11 | 325 | 59 | — | — | — | — | — | — |
| 2016 | 21 | A+ MLE | Stockton Ports | — | 485 | 437 | 87 | 15 | 1 | 17 | 40 | 188 | 7 | 1 | 0 | 199 | 277 | 355 | 632 | 156 | 300 | 39 | 8 | 276 | 73 | — | — | — | — | — | — |
| 2016 | 21 | A+ RAW | Stockton Ports | — | 485 | 417 | 99 | 18 | 1 | 21 | 60 | 145 | 7 | 1 | 0 | 237 | 343 | 436 | 779 | 199 | 310 | 30 | 12 | 348 | 73 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | Stockton Ports | — | 281 | 258 | 58 | 7 | 0 | 9 | 22 | 103 | 1 | 0 | 0 | 225 | 288 | 357 | 645 | 132 | 336 | 37 | 8 | 279 | 75 | — | — | — | — | — | — |
| 2017 | 22 | A+ RAW | Stockton Ports | — | 281 | 244 | 68 | 8 | 0 | 14 | 36 | 78 | 1 | 0 | 0 | 279 | 374 | 484 | 857 | 205 | 355 | 28 | 13 | 380 | 75 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | 2 teams | — | 318 | 292 | 46 | 10 | 1 | 10 | 24 | 145 | 2 | 0 | 1 | 158 | 226 | 301 | 528 | 144 | 263 | 46 | 8 | 233 | 44 | — | — | — | — | — | — |
| 2018 | 23 | A+ RAW | 2 teams | — | 318 | 281 | 63 | 14 | 1 | 15 | 35 | 111 | 2 | 0 | 1 | 224 | 314 | 441 | 756 | 217 | 310 | 35 | 11 | 335 | 44 | — | — | — | — | — | — |
| 2021 | 26 | INTL MLE | Estrellas Orientales | — | 88 | 71 | 17 | 3 | 0 | 3 | 15 | 23 | 2 | 0 | 0 | 239 | 386 | 408 | 795 | 169 | 311 | 26 | 17 | — | — | — | — | — | — | — | — |
| 2021 | 26 | INTL RAW | Estrellas Orientales | — | 88 | 71 | 17 | 3 | 0 | 3 | 15 | 23 | 2 | 0 | 0 | 239 | 386 | 408 | 795 | 169 | 311 | 26 | 17 | 363 | 132 | — | — | — | — | — | — |
| 2022 | 27 | INTL MLE | Estrellas Orientales | — | 75 | 53 | 10 | 2 | 0 | 3 | 21 | 20 | 0 | 0 | 0 | 189 | 419 | 396 | 815 | 208 | 226 | 27 | 28 | — | — | — | — | — | — | — | — |
| 2022 | 27 | INTL RAW | Estrellas Orientales | — | 75 | 53 | 10 | 2 | 0 | 3 | 21 | 20 | 0 | 0 | 0 | 189 | 419 | 396 | 815 | 208 | 226 | 27 | 28 | 373 | 139 | — | — | — | — | — | — |
| 2024 | 29 | INTL MLE | Dominican Republic | — | 91 | 77 | 19 | 6 | 0 | 4 | 13 | 23 | 0 | 1 | 0 | 247 | 356 | 481 | 836 | 234 | 294 | 25 | 14 | — | — | — | — | — | — | — | — |
| 2024 | 29 | INTL RAW | Dominican Republic | — | 91 | 77 | 19 | 6 | 0 | 4 | 13 | 23 | 0 | 1 | 0 | 247 | 356 | 481 | 836 | 234 | 294 | 25 | 14 | 365 | 133 | — | — | — | — | — | — |
| 2025 | 30 | INTL MLE | Toros del Este | — | 46 | 34 | 6 | 2 | 0 | 0 | 12 | 18 | 0 | 1 | 1 | 176 | 391 | 235 | 627 | 59 | 375 | 39 | 26 | — | — | — | — | — | — | — | — |
| 2025 | 30 | INTL RAW | Toros del Este | — | 46 | 34 | 6 | 2 | 0 | 0 | 12 | 18 | 0 | 1 | 1 | 176 | 391 | 235 | 627 | 59 | 375 | 39 | 26 | 317 | 100 | — | — | — | — | — | — |
| 2012 | 17 | ROK MLE | DSL Athletics | — | 151 | 126 | 23 | 1 | 1 | 1 | 18 | 37 | 6 | 0 | 6 | 183 | 315 | 230 | 546 | 48 | 244 | 25 | 12 | 250 | 55 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | DSL Athletics | — | 119 | 107 | 17 | 3 | 2 | 1 | 10 | 27 | 1 | 1 | 5 | 159 | 237 | 252 | 490 | 93 | 198 | 23 | 8 | 221 | 36 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | DSL Athletics | — | 236 | 202 | 41 | 7 | 3 | 1 | 20 | 39 | 12 | 2 | 2 | 203 | 313 | 282 | 595 | 79 | 231 | 17 | 8 | 267 | 67 | — | — | — | — | — | — |
| 2015 | 20 | A MLE | Beloit Snappers | — | 471 | 423 | 85 | 14 | 0 | 9 | 37 | 143 | 8 | 1 | 2 | 201 | 277 | 298 | 575 | 97 | 274 | 30 | 8 | 256 | 59 | — | — | — | — | — | — |
| 2016 | 21 | A+ MLE | Stockton Ports | — | 485 | 435 | 87 | 15 | 1 | 17 | 40 | 188 | 7 | 1 | 0 | 200 | 277 | 356 | 633 | 156 | 298 | 39 | 8 | 276 | 73 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | Stockton Ports | — | 281 | 256 | 58 | 7 | 0 | 9 | 22 | 103 | 1 | 0 | 0 | 227 | 288 | 359 | 648 | 133 | 331 | 37 | 8 | 279 | 75 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | 2 teams | — | 318 | 289 | 46 | 10 | 1 | 10 | 24 | 145 | 2 | 0 | 1 | 159 | 226 | 304 | 531 | 145 | 258 | 46 | 8 | 233 | 44 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 2361 | 2079 | 409 | 70 | 8 | 58 | 232 | 766 | 39 | 7 | 17 | 197 | 289 | 322 | 611 | 125 | 278 | 32 | 10 | 226 | 39 | -171 | -5 | +0 | -42 | +51 | -17.1 | |
| / 162G | — | MLE | — | 650 | 572 | 112 | 19 | 2 | 16 | 64 | 211 | 11 | 2 | 5 | 196 | 289 | 320 | 609 | 124 | 277 | 32 | 10 | 226 | 39 | -47 | -2 | +0 | -12 | +14 | -4.7 | |
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.
2018 A+Stockton Ports · 281 PAwOBA .328 → .233 (−95)K% 33.1% → 45.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 33.10% | ÷0.972 | ×1.340 | — | — | 45.61% |
| BB% (unintentional) /PA | 11.39% | ÷1.035 | ×0.710 | — | ×0.988 | 7.72% |
| HBP% /PA | 0.36% | — | ×0.790 | — | ×0.988 | 0.28% |
| Singles /BIP | 17.53% | ÷0.978 | ×0.910 | ×1.050 | ×0.988 | 16.93% |
| Doubles /BIP | 7.14% | ÷0.926 | ×0.820 | ×1.050 | ×0.988 | 6.56% |
| Triples /BIP | 0.65% | ÷1.006 | ×0.760 | ×1.050 | ×0.988 | 0.51% |
| Home runs /BIP | 9.74% | ÷1.244 | ×0.920 | — | ×0.988 | 7.11% |
Factors used: league row CAL. Park (home-season share, regressed): HR 149, 1B 96, 2B 85, 3B 101, K 94, BB 107 — 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 .328 → .233; ISO .235 → .153; BABIP .281 → .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).
2017 A+Stockton Ports · 281 PAwOBA .368 → .279 (−89)K% 27.8% → 36.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.76% | ÷1.010 | ×1.340 | — | — | 36.83% |
| BB% (unintentional) /PA | 12.10% | ÷1.115 | ×0.710 | — | ×0.998 | 7.69% |
| HBP% /PA | 0.36% | — | ×0.790 | — | ×0.998 | 0.28% |
| Singles /BIP | 27.71% | ÷0.979 | ×0.910 | ×1.050 | ×0.998 | 26.98% |
| Doubles /BIP | 4.82% | ÷0.972 | ×0.820 | ×1.050 | ×0.998 | 4.26% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.760 | ×1.050 | ×0.998 | 0.00% |
| Home runs /BIP | 8.43% | ÷1.397 | ×0.920 | — | ×0.998 | 5.54% |
Factors used: league row CAL. Park (home-season share, regressed): HR 179, 1B 96, 2B 94, 3B 80, K 102, BB 123 — 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 ×1.050.
Result: wOBA .368 → .279; ISO .205 → .133; BABIP .355 → .331. 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 A+Stockton Ports · 485 PAwOBA .339 → .276 (−63)K% 29.9% → 38.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.90% | ÷1.035 | ×1.340 | — | — | 38.70% |
| BB% (unintentional) /PA | 12.16% | ÷1.065 | ×0.710 | — | ×1.012 | 8.20% |
| HBP% /PA | 1.44% | — | ×0.790 | — | ×1.012 | 1.15% |
| Singles /BIP | 21.69% | ÷0.978 | ×0.910 | ×1.050 | ×1.012 | 21.45% |
| Doubles /BIP | 6.62% | ÷0.939 | ×0.820 | ×1.050 | ×1.012 | 6.14% |
| Triples /BIP | 0.37% | ÷0.990 | ×0.760 | ×1.050 | ×1.012 | 0.30% |
| Home runs /BIP | 7.72% | ÷1.066 | ×0.920 | — | ×1.012 | 6.74% |
Factors used: league row CAL. Park (home-season share, regressed): HR 113, 1B 96, 2B 88, 3B 98, K 107, BB 113 — 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 ×1.050.
Result: wOBA .339 → .276; ISO .199 → .163; BABIP .310 → .298. 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 ABeloit Snappers · 471 PAwOBA .318 → .256 (−61)K% 22.1% → 30.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.08% | ÷0.987 | ×1.360 | — | — | 30.43% |
| BB% (unintentional) /PA | 10.62% | ÷0.936 | ×0.690 | — | ×1.015 | 7.94% |
| HBP% /PA | 1.70% | — | ×0.780 | — | ×1.015 | 1.34% |
| Singles /BIP | 22.80% | ÷1.018 | ×0.920 | ×1.050 | ×1.015 | 21.95% |
| Doubles /BIP | 5.54% | ÷1.021 | ×0.830 | ×1.050 | ×1.015 | 4.80% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.910 | ×1.050 | ×1.015 | 0.00% |
| Home runs /BIP | 4.23% | ÷1.084 | ×0.800 | — | ×1.015 | 3.17% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 117, 1B 104, 2B 104, 3B 80, K 97, BB 87 — 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 ×1.050.
Result: wOBA .318 → .256; ISO .136 → .099; BABIP .294 → .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).
2014 DSLDSL Athletics · 236 PAwOBA .393 → .267 (−126)K% 13.6% → 16.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.56% | ÷1.000 | ×1.220 | — | — | 16.54% |
| BB% (unintentional) /PA | 12.29% | ÷1.000 | ×0.700 | — | ×0.985 | 8.47% |
| HBP% /PA | 5.08% | — | ×0.700 | — | ×0.985 | 3.51% |
| Singles /BIP | 25.95% | ÷1.000 | ×0.680 | ×1.012 | ×0.985 | 17.59% |
| Doubles /BIP | 6.96% | ÷1.000 | ×0.600 | ×1.012 | ×0.985 | 4.16% |
| Triples /BIP | 2.53% | ÷1.000 | ×0.600 | ×1.012 | ×0.985 | 1.51% |
| Home runs /BIP | 1.90% | ÷1.000 | ×0.470 | — | ×0.985 | 0.88% |
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 20 vs a level average of 18.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.012.
Result: wOBA .393 → .267; ISO .147 → .087; BABIP .354 → .231. 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 DSLDSL Athletics · 119 PAwOBA .337 → .221 (−116)K% 18.5% → 22.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.49% | ÷1.000 | ×1.220 | — | — | 22.55% |
| BB% (unintentional) /PA | 11.76% | ÷1.000 | ×0.700 | — | ×0.995 | 8.19% |
| HBP% /PA | 0.84% | — | ×0.700 | — | ×0.995 | 0.59% |
| Singles /BIP | 20.00% | ÷1.000 | ×0.680 | ×1.018 | ×0.995 | 13.78% |
| Doubles /BIP | 6.25% | ÷1.000 | ×0.600 | ×1.018 | ×0.995 | 3.80% |
| Triples /BIP | 3.75% | ÷1.000 | ×0.600 | ×1.018 | ×0.995 | 2.28% |
| Home runs /BIP | 2.50% | ÷1.000 | ×0.470 | — | ×0.995 | 1.17% |
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 ×1.018.
Result: wOBA .337 → .221; ISO .167 → .095; BABIP .304 → .198. 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 DSLDSL Athletics · 151 PAwOBA .344 → .250 (−93)K% 19.9% → 24.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.87% | ÷1.000 | ×1.220 | — | — | 24.24% |
| BB% (unintentional) /PA | 17.22% | ÷1.000 | ×0.700 | — | ×1.008 | 12.14% |
| HBP% /PA | 3.97% | — | ×0.700 | — | ×1.008 | 2.80% |
| Singles /BIP | 30.59% | ÷1.000 | ×0.680 | ×1.050 | ×1.008 | 22.00% |
| Doubles /BIP | 2.35% | ÷1.000 | ×0.600 | ×1.050 | ×1.008 | 1.49% |
| Triples /BIP | 1.18% | ÷1.000 | ×0.600 | ×1.050 | ×1.008 | 0.75% |
| Home runs /BIP | 1.18% | ÷1.000 | ×0.470 | — | ×1.008 | 0.56% |
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 ×1.050.
Result: wOBA .344 → .250; ISO .061 → .037; BABIP .345 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .