Angel Aponte
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2021 | 21 | A/ROK/INTL3 orgs | 287 | .275/.351/.408 | 5 | 21 | 79 | — | .214/.288/.294 |
| 2022 | 22 | A+/INTL2 orgs | 290 | .257/.340/.387 | 6 | 18 | 58 | — | .207/.271/.315 |
| 2023 | 23 | A+/A2 orgs | 187 | .205/.265/.298 | 2 | 10 | 13 | — | .159/.200/.239 |
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 Rangers 2 | — | 215 | 184 | 48 | 11 | 3 | 3 | 22 | 41 | 8 | 14 | 3 | 261 | 364 | 402 | 767 | 141 | 319 | 19 | 10 | 346 | 42 | — | — | — | — | — | — |
| 2018 | 18 | ROK | DSL Rangers 2 | — | 280 | 246 | 69 | 11 | 3 | 7 | 21 | 53 | 12 | 30 | 4 | 280 | 366 | 435 | 801 | 154 | 333 | 19 | 8 | 359 | 34 | — | — | — | — | — | — |
| 2019 | 19 | ROK | AZL Rangers | — | 218 | 191 | 58 | 13 | 3 | 3 | 22 | 47 | 1 | 17 | 4 | 304 | 379 | 450 | 829 | 147 | 382 | 22 | 10 | 363 | 55 | — | — | — | — | — | — |
| 2021 | 21 | A | Down East Wood Ducks | — | 188 | 162 | 40 | 5 | 1 | 3 | 15 | 42 | 9 | 17 | 3 | 247 | 344 | 346 | 690 | 99 | 311 | 22 | 8 | 316 | 57 | — | — | — | — | — | — |
| 2021 | 21 | ROK | ACL Rangers | — | 19 | 19 | 9 | 5 | 0 | 0 | 0 | 5 | 0 | 1 | 0 | 474 | 474 | 737 | 1.211 | 263 | 643 | 26 | 0 | 528 | 101 | — | — | — | — | — | — |
| 2021 | 21 | INTL | Leones del Caracas | — | 80 | 74 | 21 | 5 | 1 | 2 | 5 | 18 | 1 | 3 | 0 | 284 | 338 | 459 | 797 | 176 | 352 | 22 | 6 | 352 | 125 | — | — | — | — | — | — |
| 2022 | 22 | A+ | Hickory Crawdads | — | 267 | 232 | 60 | 11 | 1 | 6 | 24 | 59 | 6 | 17 | 5 | 259 | 344 | 392 | 736 | 134 | 316 | 22 | 9 | 327 | 56 | — | — | — | — | — | — |
| 2022 | 22 | INTL | Leones del Caracas | — | 23 | 21 | 5 | 2 | 0 | 0 | 1 | 4 | 1 | 1 | 0 | 238 | 304 | 333 | 638 | 95 | 294 | 17 | 4 | 292 | 84 | — | — | — | — | — | — |
| 2023 | 23 | A+ | Hickory Crawdads | — | 152 | 139 | 28 | 8 | 0 | 1 | 10 | 43 | 2 | 6 | 2 | 201 | 265 | 281 | 545 | 79 | 284 | 28 | 7 | 250 | 9 | — | — | — | — | — | — |
| 2023 | 23 | A | Down East Wood Ducks | — | 35 | 32 | 7 | 2 | 0 | 1 | 2 | 11 | 0 | 4 | 1 | 219 | 265 | 375 | 640 | 156 | 286 | 31 | 6 | 276 | 31 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 17 | ROK MLE | DSL Rangers 2 | — | 215 | 190 | 33 | 7 | 2 | 1 | 16 | 50 | 8 | 14 | 3 | 174 | 266 | 247 | 514 | 74 | 220 | 23 | 7 | 231 | 42 | — | — | — | — | — | — |
| 2018 | 18 | ROK MLE | DSL Rangers 2 | — | 280 | 252 | 42 | 6 | 2 | 3 | 15 | 65 | 12 | 30 | 4 | 167 | 247 | 242 | 489 | 75 | 209 | 23 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2019 | 19 | ROK MLE | AZL Rangers | — | 218 | 199 | 41 | 8 | 2 | 2 | 14 | 68 | 1 | 17 | 4 | 206 | 262 | 296 | 558 | 90 | 287 | 31 | 6 | 249 | 55 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | Down East Wood Ducks | — | 188 | 167 | 34 | 4 | 1 | 2 | 10 | 56 | 9 | 17 | 3 | 204 | 285 | 275 | 560 | 72 | 279 | 30 | 5 | 252 | 57 | — | — | — | — | — | — |
| 2021 | 21 | ROK MLE | ACL Rangers | — | 19 | 19 | 6 | 3 | 0 | 0 | 0 | 7 | 0 | 1 | 0 | 316 | 316 | 474 | 789 | 158 | 482 | 37 | 0 | 318 | 101 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Hickory Crawdads | — | 267 | 241 | 50 | 9 | 1 | 5 | 15 | 77 | 6 | 17 | 5 | 207 | 271 | 315 | 586 | 108 | 262 | 29 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | Hickory Crawdads | — | 152 | 143 | 22 | 6 | 0 | 1 | 6 | 58 | 2 | 6 | 2 | 154 | 199 | 217 | 415 | 63 | 245 | 38 | 4 | 182 | 9 | — | — | — | — | — | — |
| 2023 | 23 | A MLE | Down East Wood Ducks | — | 35 | 33 | 6 | 2 | 0 | 1 | 1 | 15 | 0 | 4 | 1 | 182 | 206 | 333 | 539 | 152 | 258 | 43 | 3 | 214 | 31 | — | — | — | — | — | — |
| 2017 | 17 | ROK MLE | DSL Rangers 2 | — | 215 | 190 | 33 | 7 | 2 | 1 | 16 | 50 | 8 | 14 | 3 | 174 | 266 | 247 | 514 | 74 | 229 | 23 | 7 | 231 | 42 | — | — | — | — | — | — |
| 2017 | 17 | ROK RAW | DSL Rangers 2 | — | 215 | 184 | 48 | 11 | 3 | 3 | 22 | 41 | 8 | 14 | 3 | 261 | 364 | 402 | 767 | 141 | 319 | 19 | 10 | 346 | 42 | — | — | — | — | — | — |
| 2018 | 18 | ROK MLE | DSL Rangers 2 | — | 280 | 252 | 42 | 6 | 2 | 3 | 15 | 65 | 12 | 30 | 4 | 167 | 247 | 242 | 489 | 75 | 212 | 23 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2018 | 18 | ROK RAW | DSL Rangers 2 | — | 280 | 246 | 69 | 11 | 3 | 7 | 21 | 53 | 12 | 30 | 4 | 280 | 366 | 435 | 801 | 154 | 333 | 19 | 8 | 359 | 34 | — | — | — | — | — | — |
| 2019 | 19 | ROK MLE | AZL Rangers | — | 218 | 199 | 41 | 8 | 2 | 2 | 14 | 68 | 1 | 17 | 4 | 206 | 262 | 296 | 558 | 90 | 295 | 31 | 6 | 249 | 55 | — | — | — | — | — | — |
| 2019 | 19 | ROK RAW | AZL Rangers | — | 218 | 191 | 58 | 13 | 3 | 3 | 22 | 47 | 1 | 17 | 4 | 304 | 379 | 450 | 829 | 147 | 382 | 22 | 10 | 363 | 55 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | 3 teams | — | 287 | 261 | 55 | 10 | 1 | 3 | 14 | 88 | 10 | 21 | 3 | 211 | 277 | 291 | 568 | 80 | 302 | 31 | 5 | 258 | 61 | — | — | — | — | — | — |
| 2021 | 21 | A RAW | 3 teams | — | 287 | 255 | 70 | 15 | 2 | 5 | 20 | 65 | 10 | 21 | 3 | 275 | 351 | 408 | 759 | 133 | 348 | 23 | 7 | 340 | 61 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 290 | 262 | 54 | 10 | 1 | 5 | 16 | 84 | 7 | 18 | 5 | 206 | 270 | 309 | 579 | 103 | 277 | 29 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2022 | 22 | A+ RAW | 2 teams | — | 290 | 253 | 65 | 13 | 1 | 6 | 25 | 63 | 7 | 18 | 5 | 257 | 340 | 387 | 728 | 130 | 314 | 22 | 9 | 324 | 56 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 187 | 176 | 27 | 8 | 0 | 1 | 7 | 72 | 2 | 10 | 3 | 153 | 195 | 216 | 411 | 62 | 250 | 39 | 4 | 188 | 13 | — | — | — | — | — | — |
| 2023 | 23 | A+ RAW | 2 teams | — | 187 | 171 | 35 | 10 | 0 | 2 | 12 | 54 | 2 | 10 | 3 | 205 | 265 | 298 | 563 | 94 | 284 | 29 | 6 | 255 | 13 | — | — | — | — | — | — |
| 2017 | 17 | ROK MLE | DSL Rangers 2 | — | 215 | 189 | 33 | 7 | 2 | 1 | 16 | 50 | 8 | 14 | 3 | 175 | 266 | 249 | 515 | 74 | 220 | 23 | 7 | 231 | 42 | — | — | — | — | — | — |
| 2018 | 18 | ROK MLE | DSL Rangers 2 | — | 280 | 251 | 42 | 6 | 2 | 3 | 15 | 65 | 12 | 30 | 4 | 167 | 247 | 243 | 490 | 76 | 209 | 23 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2019 | 19 | ROK MLE | AZL Rangers | — | 218 | 201 | 41 | 8 | 2 | 2 | 14 | 68 | 1 | 17 | 4 | 204 | 262 | 294 | 555 | 90 | 287 | 31 | 6 | 249 | 55 | — | — | — | — | — | — |
| 2021 | 21 | A MLE | 3 teams | — | 287 | 261 | 55 | 10 | 1 | 3 | 14 | 88 | 10 | 21 | 3 | 211 | 277 | 291 | 568 | 80 | 298 | 31 | 5 | 258 | 61 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 290 | 265 | 54 | 10 | 1 | 5 | 16 | 84 | 7 | 18 | 5 | 204 | 270 | 306 | 576 | 102 | 262 | 29 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 187 | 176 | 27 | 8 | 0 | 1 | 7 | 72 | 2 | 10 | 3 | 153 | 195 | 216 | 411 | 62 | 247 | 39 | 4 | 188 | 13 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1477 | 1340 | 252 | 49 | 8 | 15 | 82 | 427 | 40 | 110 | 22 | 188 | 256 | 270 | 526 | 82 | 261 | 29 | 6 | 235 | 45 | -96 | +13 | +0 | -9 | +32 | -6.1 | |
| / 162G | — | MLE | — | 650 | 590 | 112 | 22 | 4 | 7 | 36 | 188 | 18 | 48 | 10 | 190 | 258 | 276 | 534 | 86 | 263 | 29 | 6 | 235 | 45 | -42 | +6 | +0 | -4 | +14 | -2.7 | |
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.
2023 A+Hickory Crawdads · 152 PAwOBA .244 → .182 (−62)K% 28.3% → 38.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.29% | ÷0.974 | ×1.310 | — | — | 38.04% |
| BB% (unintentional) /PA | 6.58% | ÷1.000 | ×0.600 | — | ×0.998 | 3.94% |
| HBP% /PA | 1.32% | — | ×0.770 | — | ×0.998 | 1.01% |
| Singles /BIP | 19.79% | ÷1.040 | ×0.870 | ×1.040 | ×0.998 | 17.19% |
| Doubles /BIP | 8.33% | ÷0.960 | ×0.780 | ×1.040 | ×0.998 | 7.03% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | ×1.040 | ×0.998 | 0.00% |
| Home runs /BIP | 1.04% | ÷0.948 | ×0.880 | — | ×0.998 | 0.97% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 90, 1B 108, 2B 92, 3B 130, K 95, BB 100 — 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 ×1.040.
Result: wOBA .244 → .182; ISO .079 → .062; BABIP .284 → .245. 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 ADown East Wood Ducks · 35 PAwOBA .276 → .214 (−62)K% 31.4% → 41.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.43% | ÷1.022 | ×1.360 | — | — | 41.81% |
| BB% (unintentional) /PA | 5.71% | ÷0.971 | ×0.690 | — | ×0.990 | 4.02% |
| HBP% /PA | 0.00% | — | ×0.780 | — | ×0.990 | 0.00% |
| Singles /BIP | 19.05% | ÷0.979 | ×0.920 | — | ×0.990 | 17.72% |
| Doubles /BIP | 9.52% | ÷0.914 | ×0.830 | — | ×0.990 | 8.57% |
| Triples /BIP | 0.00% | ÷1.124 | ×0.910 | — | ×0.990 | 0.00% |
| Home runs /BIP | 4.76% | ÷1.082 | ×0.800 | — | ×0.990 | 3.48% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 116, 1B 96, 2B 83, 3B 125, K 104, BB 94 — 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).
Result: wOBA .276 → .214; ISO .156 → .113; BABIP .286 → .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).
2022 A+Hickory Crawdads · 267 PAwOBA .324 → .251 (−72)K% 22.1% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.10% | ÷1.007 | ×1.310 | — | — | 28.76% |
| BB% (unintentional) /PA | 8.99% | ÷0.985 | ×0.600 | — | ×1.012 | 5.54% |
| HBP% /PA | 2.25% | — | ×0.770 | — | ×1.012 | 1.75% |
| Singles /BIP | 24.28% | ÷1.039 | ×0.870 | ×0.987 | ×1.012 | 20.32% |
| Doubles /BIP | 6.36% | ÷0.939 | ×0.780 | ×0.987 | ×1.012 | 5.28% |
| Triples /BIP | 0.58% | ÷0.984 | ×0.850 | ×0.987 | ×1.012 | 0.50% |
| Home runs /BIP | 3.47% | ÷1.123 | ×0.880 | — | ×1.012 | 2.75% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 125, 1B 108, 2B 88, 3B 97, K 101, BB 97 — 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 ×0.987.
Result: wOBA .324 → .251; ISO .134 → .107; BABIP .316 → .262. 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 ADown East Wood Ducks · 188 PAwOBA .311 → .252 (−60)K% 22.3% → 29.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.34% | ÷1.017 | ×1.360 | — | — | 29.88% |
| BB% (unintentional) /PA | 7.98% | ÷1.050 | ×0.690 | — | ×1.015 | 5.32% |
| HBP% /PA | 4.79% | — | ×0.780 | — | ×1.015 | 3.79% |
| Singles /BIP | 25.83% | ÷1.020 | ×0.920 | ×0.998 | ×1.015 | 23.60% |
| Doubles /BIP | 4.17% | ÷1.006 | ×0.830 | ×0.998 | ×1.015 | 3.48% |
| Triples /BIP | 0.83% | ÷1.069 | ×0.910 | ×0.998 | ×1.015 | 0.72% |
| Home runs /BIP | 2.50% | ÷0.996 | ×0.800 | — | ×1.015 | 2.04% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 99, 1B 104, 2B 101, 3B 114, K 103, 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.998.
Result: wOBA .311 → .252; ISO .099 → .078; BABIP .311 → .279. 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 Rangers · 19 PAwOBA .513 → .318 (−195)K% 26.3% → 38.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.32% | ÷0.988 | ×1.440 | — | — | 38.34% |
| BB% (unintentional) /PA | 0.00% | ÷1.071 | ×0.620 | — | ×0.985 | 0.00% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 28.57% | ÷0.994 | ×0.820 | — | ×0.985 | 23.21% |
| Doubles /BIP | 35.71% | ÷1.015 | ×0.720 | — | ×0.985 | 24.96% |
| Triples /BIP | 0.00% | ÷1.064 | ×0.720 | — | ×0.985 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.015 | ×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): HR 103, 1B 99, 2B 103, 3B 113, K 98, BB 114 — 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 .513 → .318; ISO .263 → .154; BABIP .643 → .482. 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 ROKAZL Rangers · 218 PAwOBA .359 → .249 (−110)K% 21.6% → 31.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.56% | ÷1.000 | ×1.440 | — | — | 31.05% |
| BB% (unintentional) /PA | 10.09% | ÷1.000 | ×0.620 | — | ×1.008 | 6.30% |
| HBP% /PA | 0.46% | — | ×0.720 | — | ×1.008 | 0.33% |
| Singles /BIP | 27.08% | ÷1.000 | ×0.820 | ×0.950 | ×1.008 | 21.26% |
| Doubles /BIP | 9.03% | ÷1.000 | ×0.720 | ×0.950 | ×1.008 | 6.22% |
| Triples /BIP | 2.08% | ÷1.000 | ×0.720 | ×0.950 | ×1.008 | 1.44% |
| Home runs /BIP | 2.08% | ÷1.000 | ×0.780 | — | ×1.008 | 1.64% |
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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .359 → .249; ISO .147 → .100; BABIP .382 → .287. 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 Rangers 2 · 280 PAwOBA .349 → .219 (−131)K% 18.9% → 23.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.93% | ÷1.000 | ×1.220 | — | — | 23.09% |
| BB% (unintentional) /PA | 7.50% | ÷1.000 | ×0.700 | — | ×1.008 | 5.29% |
| HBP% /PA | 4.29% | — | ×0.700 | — | ×1.008 | 3.02% |
| Singles /BIP | 24.87% | ÷1.000 | ×0.680 | ×0.960 | ×1.008 | 16.36% |
| Doubles /BIP | 5.70% | ÷1.000 | ×0.600 | ×0.960 | ×1.008 | 3.31% |
| Triples /BIP | 1.55% | ÷1.000 | ×0.600 | ×0.960 | ×1.008 | 0.90% |
| Home runs /BIP | 3.63% | ÷1.000 | ×0.470 | — | ×1.008 | 1.72% |
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 ×0.960.
Result: wOBA .349 → .219; ISO .154 → .080; BABIP .333 → .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 Rangers 2 · 215 PAwOBA .339 → .231 (−108)K% 19.1% → 23.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.07% | ÷1.000 | ×1.220 | — | — | 23.27% |
| BB% (unintentional) /PA | 10.23% | ÷1.000 | ×0.700 | — | ×1.022 | 7.32% |
| HBP% /PA | 3.72% | — | ×0.700 | — | ×1.022 | 2.66% |
| Singles /BIP | 21.68% | ÷1.000 | ×0.680 | ×1.041 | ×1.022 | 15.69% |
| Doubles /BIP | 7.69% | ÷1.000 | ×0.600 | ×1.041 | ×1.022 | 4.91% |
| Triples /BIP | 2.10% | ÷1.000 | ×0.600 | ×1.041 | ×1.022 | 1.34% |
| Home runs /BIP | 2.10% | ÷1.000 | ×0.470 | — | ×1.022 | 1.01% |
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 ×1.041.
Result: wOBA .339 → .231; ISO .141 → .083; BABIP .319 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .