Edwin Ventura
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 17 | ROKWSH | 245 | .300/.374/.387 | 2 | 15 | 45 | — | .207/.276/.257 |
| 2017 | 19 | ROKGCL Nationals | 115 | .193/.221/.220 | 0 | 2 | -13 | — | .145/.168/.164 |
| 2018 | 20 | ROKBAL | 246 | .233/.318/.265 | 0 | 25 | 11 | — | .158/.227/.180 |
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) | |||||||||||||||||||||||||||||||
| 2015 | 17 | ROK | DSL Nationals | — | 245 | 217 | 65 | 3 | 5 | 2 | 16 | 38 | 10 | 15 | 3 | 300 | 374 | 387 | 762 | 88 | 356 | 16 | 7 | 344 | 45 | — | — | — | — | — | — |
| 2017 | 19 | ROK | GCL Nationals | — | 115 | 109 | 21 | 3 | 0 | 0 | 3 | 18 | 1 | 2 | 0 | 193 | 221 | 220 | 441 | 28 | 231 | 16 | 3 | 200 | -13 | — | — | — | — | — | — |
| 2018 | 20 | ROK | DSL Orioles | — | 246 | 215 | 50 | 5 | 1 | 0 | 23 | 43 | 4 | 25 | 4 | 233 | 318 | 265 | 583 | 33 | 284 | 17 | 9 | 272 | 11 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2015 | 17 | ROK MLE | DSL Nationals | — | 245 | 222 | 46 | 2 | 3 | 1 | 11 | 46 | 10 | 15 | 3 | 207 | 276 | 257 | 532 | 50 | 251 | 19 | 4 | 234 | 45 | — | — | — | — | — | — |
| 2017 | 19 | ROK MLE | GCL Nationals | — | 115 | 110 | 16 | 2 | 0 | 0 | 2 | 26 | 1 | 2 | 0 | 145 | 168 | 164 | 332 | 18 | 191 | 23 | 2 | 149 | -13 | — | — | — | — | — | — |
| 2018 | 20 | ROK MLE | DSL Orioles | — | 246 | 222 | 35 | 3 | 1 | 0 | 16 | 52 | 4 | 25 | 4 | 158 | 227 | 180 | 407 | 23 | 191 | 21 | 7 | 184 | 11 | — | — | — | — | — | — |
| 2015 | 17 | ROK MLE | DSL Nationals | — | 245 | 222 | 46 | 2 | 3 | 1 | 11 | 46 | 10 | 15 | 3 | 207 | 276 | 257 | 532 | 50 | 257 | 19 | 4 | 234 | 45 | — | — | — | — | — | — |
| 2015 | 17 | ROK RAW | DSL Nationals | — | 245 | 217 | 65 | 3 | 5 | 2 | 16 | 38 | 10 | 15 | 3 | 300 | 374 | 387 | 762 | 88 | 356 | 16 | 7 | 344 | 45 | — | — | — | — | — | — |
| 2017 | 19 | ROK MLE | GCL Nationals | — | 115 | 110 | 16 | 2 | 0 | 0 | 2 | 26 | 1 | 2 | 0 | 145 | 168 | 164 | 332 | 18 | 190 | 23 | 2 | 149 | -13 | — | — | — | — | — | — |
| 2017 | 19 | ROK RAW | GCL Nationals | — | 115 | 109 | 21 | 3 | 0 | 0 | 3 | 18 | 1 | 2 | 0 | 193 | 221 | 220 | 441 | 28 | 231 | 16 | 3 | 200 | -13 | — | — | — | — | — | — |
| 2018 | 20 | ROK MLE | DSL Orioles | — | 246 | 222 | 35 | 3 | 1 | 0 | 16 | 52 | 4 | 25 | 4 | 158 | 227 | 180 | 407 | 23 | 201 | 21 | 7 | 184 | 11 | — | — | — | — | — | — |
| 2018 | 20 | ROK RAW | DSL Orioles | — | 246 | 215 | 50 | 5 | 1 | 0 | 23 | 43 | 4 | 25 | 4 | 233 | 318 | 265 | 583 | 33 | 284 | 17 | 9 | 272 | 11 | — | — | — | — | — | — |
| 2015 | 17 | ROK MLE | DSL Nationals | — | 245 | 222 | 46 | 2 | 3 | 1 | 11 | 46 | 10 | 15 | 3 | 207 | 276 | 257 | 532 | 50 | 251 | 19 | 4 | 234 | 45 | — | — | — | — | — | — |
| 2017 | 19 | ROK MLE | GCL Nationals | — | 115 | 111 | 16 | 2 | 0 | 0 | 2 | 26 | 1 | 2 | 0 | 144 | 168 | 162 | 330 | 18 | 191 | 23 | 2 | 149 | -13 | — | — | — | — | — | — |
| 2018 | 20 | ROK MLE | DSL Orioles | — | 246 | 224 | 35 | 3 | 1 | 0 | 16 | 52 | 4 | 25 | 4 | 156 | 227 | 179 | 406 | 22 | 191 | 21 | 7 | 184 | 11 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 606 | 554 | 97 | 7 | 4 | 1 | 29 | 124 | 15 | 42 | 7 | 175 | 236 | 208 | 443 | 32 | 222 | 20 | 5 | 198 | 20 | -58 | +6 | +0 | -4 | +13 | -4.4 | |
| / 162G | — | MLE | — | 650 | 594 | 104 | 8 | 4 | 1 | 31 | 133 | 16 | 45 | 8 | 175 | 235 | 207 | 442 | 32 | 222 | 20 | 5 | 198 | 20 | -62 | +6 | +0 | -4 | +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 DSLDSL Orioles · 246 PAwOBA .270 → .184 (−86)K% 17.5% → 21.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.48% | ÷1.000 | ×1.220 | — | — | 21.33% |
| BB% (unintentional) /PA | 9.35% | ÷1.000 | ×0.700 | — | ×0.975 | 6.38% |
| HBP% /PA | 1.63% | — | ×0.700 | — | ×0.975 | 1.11% |
| Singles /BIP | 25.58% | ÷1.000 | ×0.680 | ×1.029 | ×0.975 | 17.45% |
| Doubles /BIP | 2.91% | ÷1.000 | ×0.600 | ×1.029 | ×0.975 | 1.75% |
| Triples /BIP | 0.58% | ÷1.000 | ×0.600 | ×1.029 | ×0.975 | 0.35% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.470 | — | ×0.975 | 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 21 vs a level average of 18.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.029.
Result: wOBA .270 → .184; ISO .033 → .020; BABIP .284 → .191. 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 ROKGCL Nationals · 115 PAwOBA .194 → .149 (−46)K% 15.7% → 22.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.65% | ÷1.000 | ×1.440 | — | — | 22.54% |
| BB% (unintentional) /PA | 2.61% | ÷1.000 | ×0.620 | — | ×0.995 | 1.61% |
| HBP% /PA | 0.87% | — | ×0.720 | — | ×0.995 | 0.62% |
| Singles /BIP | 19.78% | ÷1.000 | ×0.820 | ×1.033 | ×0.995 | 16.67% |
| Doubles /BIP | 3.30% | ÷1.000 | ×0.720 | ×1.033 | ×0.995 | 2.44% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | ×1.033 | ×0.995 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.995 | 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 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 ×1.033.
Result: wOBA .194 → .149; ISO .028 → .019; BABIP .231 → .191. 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 DSLDSL Nationals · 245 PAwOBA .336 → .234 (−102)K% 15.5% → 18.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.51% | ÷1.000 | ×1.220 | — | — | 18.92% |
| BB% (unintentional) /PA | 6.53% | ÷1.000 | ×0.700 | — | ×1.008 | 4.61% |
| HBP% /PA | 4.08% | — | ×0.700 | — | ×1.008 | 2.88% |
| Singles /BIP | 30.73% | ÷1.000 | ×0.680 | ×1.050 | ×1.008 | 22.10% |
| Doubles /BIP | 1.68% | ÷1.000 | ×0.600 | ×1.050 | ×1.008 | 1.06% |
| Triples /BIP | 2.79% | ÷1.000 | ×0.600 | ×1.050 | ×1.008 | 1.77% |
| Home runs /BIP | 1.12% | ÷1.000 | ×0.470 | — | ×1.008 | 0.53% |
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 .336 → .234; ISO .088 → .051; BABIP .356 → .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).