Junior Amarante
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2013 | 18 | ROKMIN | 89 | .195/.303/.208 | 0 | 7 | -2 | — | .123/.202/.136 |
| 2014 | 19 | ROKMIN | 216 | .287/.381/.337 | 0 | 22 | 36 | — | .190/.271/.217 |
| 2015 | 20 | ROKMIN | 158 | .287/.354/.329 | 0 | 8 | 19 | — | .171/.234/.192 |
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 Twins | — | 136 | 120 | 21 | 2 | 2 | 0 | 10 | 40 | 4 | 4 | 2 | 175 | 261 | 225 | 486 | 50 | 263 | 29 | 7 | 229 | -14 | — | — | — | — | — | — |
| 2013 | 18 | ROK | DSL Twins | — | 89 | 77 | 15 | 1 | 0 | 0 | 12 | 21 | 0 | 7 | 3 | 195 | 303 | 208 | 511 | 13 | 268 | 24 | 13 | 251 | -2 | — | — | — | — | — | — |
| 2014 | 19 | ROK | DSL Twins | — | 216 | 181 | 52 | 5 | 2 | 0 | 24 | 42 | 4 | 22 | 2 | 287 | 381 | 337 | 718 | 50 | 374 | 19 | 11 | 324 | 36 | — | — | — | — | — | — |
| 2015 | 20 | ROK | DSL Twins | — | 158 | 143 | 41 | 2 | 2 | 0 | 9 | 37 | 6 | 8 | 9 | 287 | 354 | 329 | 683 | 42 | 387 | 23 | 6 | 316 | 19 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 17 | ROK MLE | DSL Twins | — | 136 | 123 | 13 | 1 | 1 | 0 | 7 | 49 | 4 | 4 | 2 | 106 | 179 | 130 | 309 | 24 | 173 | 36 | 5 | 147 | -14 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | DSL Twins | — | 89 | 81 | 10 | 1 | 0 | 0 | 8 | 26 | 0 | 7 | 3 | 123 | 202 | 136 | 338 | 12 | 179 | 29 | 9 | 165 | -2 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | DSL Twins | — | 216 | 189 | 36 | 3 | 1 | 0 | 17 | 51 | 4 | 22 | 2 | 190 | 271 | 217 | 488 | 26 | 253 | 24 | 8 | 222 | 36 | — | — | — | — | — | — |
| 2015 | 20 | ROK MLE | DSL Twins | — | 158 | 146 | 25 | 1 | 1 | 0 | 6 | 45 | 6 | 8 | 9 | 171 | 234 | 192 | 426 | 21 | 249 | 28 | 4 | 196 | 19 | — | — | — | — | — | — |
| 2012 | 17 | ROK MLE | DSL Twins | — | 136 | 123 | 13 | 1 | 1 | 0 | 7 | 49 | 4 | 4 | 2 | 106 | 179 | 130 | 309 | 24 | 176 | 36 | 5 | 147 | -14 | — | — | — | — | — | — |
| 2012 | 17 | ROK RAW | DSL Twins | — | 136 | 120 | 21 | 2 | 2 | 0 | 10 | 40 | 4 | 4 | 2 | 175 | 261 | 225 | 486 | 50 | 263 | 29 | 7 | 229 | -14 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | DSL Twins | — | 89 | 81 | 10 | 1 | 0 | 0 | 8 | 26 | 0 | 7 | 3 | 123 | 202 | 136 | 338 | 12 | 182 | 29 | 9 | 165 | -2 | — | — | — | — | — | — |
| 2013 | 18 | ROK RAW | DSL Twins | — | 89 | 77 | 15 | 1 | 0 | 0 | 12 | 21 | 0 | 7 | 3 | 195 | 303 | 208 | 511 | 13 | 268 | 24 | 13 | 251 | -2 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | DSL Twins | — | 216 | 189 | 36 | 3 | 1 | 0 | 17 | 51 | 4 | 22 | 2 | 190 | 271 | 217 | 488 | 26 | 261 | 24 | 8 | 222 | 36 | — | — | — | — | — | — |
| 2014 | 19 | ROK RAW | DSL Twins | — | 216 | 181 | 52 | 5 | 2 | 0 | 24 | 42 | 4 | 22 | 2 | 287 | 381 | 337 | 718 | 50 | 374 | 19 | 11 | 324 | 36 | — | — | — | — | — | — |
| 2015 | 20 | ROK MLE | DSL Twins | — | 158 | 146 | 25 | 1 | 1 | 0 | 6 | 45 | 6 | 8 | 9 | 171 | 234 | 192 | 426 | 21 | 248 | 28 | 4 | 196 | 19 | — | — | — | — | — | — |
| 2015 | 20 | ROK RAW | DSL Twins | — | 158 | 143 | 41 | 2 | 2 | 0 | 9 | 37 | 6 | 8 | 9 | 287 | 354 | 329 | 683 | 42 | 387 | 23 | 6 | 316 | 19 | — | — | — | — | — | — |
| 2012 | 17 | ROK MLE | DSL Twins | — | 136 | 124 | 13 | 1 | 1 | 0 | 7 | 49 | 4 | 4 | 2 | 105 | 179 | 129 | 308 | 24 | 173 | 36 | 5 | 147 | -14 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | DSL Twins | — | 89 | 81 | 10 | 1 | 0 | 0 | 8 | 26 | 0 | 7 | 3 | 123 | 202 | 136 | 338 | 12 | 179 | 29 | 9 | 165 | -2 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | DSL Twins | — | 216 | 193 | 36 | 3 | 1 | 0 | 17 | 51 | 4 | 22 | 2 | 187 | 271 | 212 | 484 | 26 | 253 | 24 | 8 | 222 | 36 | — | — | — | — | — | — |
| 2015 | 20 | ROK MLE | DSL Twins | — | 158 | 145 | 25 | 1 | 1 | 0 | 6 | 45 | 6 | 8 | 9 | 172 | 234 | 193 | 427 | 21 | 249 | 28 | 4 | 196 | 19 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 599 | 539 | 84 | 6 | 3 | 0 | 38 | 171 | 14 | 41 | 16 | 156 | 230 | 178 | 408 | 22 | 228 | 29 | 6 | 190 | 15 | -61 | +2 | +0 | -6 | +13 | -5.4 | |
| / 162G | — | MLE | — | 650 | 585 | 91 | 7 | 3 | 0 | 41 | 186 | 15 | 44 | 17 | 156 | 229 | 178 | 407 | 22 | 228 | 29 | 6 | 190 | 15 | -66 | +2 | +0 | -7 | +14 | -5.8 | |
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.
2015 DSLDSL Twins · 158 PAwOBA .308 → .196 (−113)K% 23.4% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.42% | ÷1.000 | ×1.220 | — | — | 28.57% |
| BB% (unintentional) /PA | 5.70% | ÷1.000 | ×0.700 | — | ×0.985 | 3.93% |
| HBP% /PA | 3.80% | — | ×0.700 | — | ×0.985 | 2.62% |
| Singles /BIP | 34.91% | ÷1.000 | ×0.680 | ×0.973 | ×0.985 | 22.76% |
| Doubles /BIP | 1.89% | ÷1.000 | ×0.600 | ×0.973 | ×0.985 | 1.09% |
| Triples /BIP | 1.89% | ÷1.000 | ×0.600 | ×0.973 | ×0.985 | 1.09% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.470 | — | ×0.985 | 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 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 ×0.973.
Result: wOBA .308 → .196; ISO .042 → .023; BABIP .387 → .249. 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 Twins · 216 PAwOBA .317 → .222 (−95)K% 19.4% → 23.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.44% | ÷1.000 | ×1.220 | — | — | 23.72% |
| BB% (unintentional) /PA | 11.11% | ÷1.000 | ×0.700 | — | ×0.995 | 7.74% |
| HBP% /PA | 1.85% | — | ×0.700 | — | ×0.995 | 1.29% |
| Singles /BIP | 32.37% | ÷1.000 | ×0.680 | ×1.016 | ×0.995 | 22.26% |
| Doubles /BIP | 3.60% | ÷1.000 | ×0.600 | ×1.016 | ×0.995 | 2.18% |
| Triples /BIP | 1.44% | ÷1.000 | ×0.600 | ×1.016 | ×0.995 | 0.87% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.470 | — | ×0.995 | 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 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 ×1.016.
Result: wOBA .317 → .222; ISO .050 → .032; BABIP .374 → .253. 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 Twins · 89 PAwOBA .245 → .165 (−80)K% 23.6% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.60% | ÷1.000 | ×1.220 | — | — | 28.79% |
| BB% (unintentional) /PA | 13.48% | ÷1.000 | ×0.700 | — | ×1.008 | 9.51% |
| HBP% /PA | 0.00% | — | ×0.700 | — | ×1.008 | 0.00% |
| Singles /BIP | 25.00% | ÷1.000 | ×0.680 | ×0.985 | ×1.008 | 16.87% |
| Doubles /BIP | 1.79% | ÷1.000 | ×0.600 | ×0.985 | ×1.008 | 1.06% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.600 | ×0.985 | ×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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.985.
Result: wOBA .245 → .165; ISO .013 → .008; BABIP .268 → .179. 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 Twins · 136 PAwOBA .223 → .147 (−76)K% 29.4% → 35.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.41% | ÷1.000 | ×1.220 | — | — | 35.88% |
| BB% (unintentional) /PA | 7.35% | ÷1.000 | ×0.700 | — | ×1.022 | 5.26% |
| HBP% /PA | 2.94% | — | ×0.700 | — | ×1.022 | 2.11% |
| Singles /BIP | 21.25% | ÷1.000 | ×0.680 | ×0.972 | ×1.022 | 14.37% |
| Doubles /BIP | 2.50% | ÷1.000 | ×0.600 | ×0.972 | ×1.022 | 1.49% |
| Triples /BIP | 2.50% | ÷1.000 | ×0.600 | ×0.972 | ×1.022 | 1.49% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.470 | — | ×1.022 | 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 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 ×0.972.
Result: wOBA .223 → .147; ISO .050 → .029; BABIP .263 → .173. 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).