Jose Vargas
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2017 | 29 | AAA/INTL2 orgs | 539 | .277/.357/.589 | 40 | 6 | 112 | — | .218/.256/.401 |
| 2018 | 30 | INTLTigres de Ara… | 212 | .224/.321/.344 | 6 | 2 | 91 | — | |
| 2019 | 31 | AAA/INTL2 orgs | 349 | .334/.375/.693 | 32 | 1 | 104 | — | .256/.287/.513 |
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) | |||||||||||||||||||||||||||||||
| 2008 | 20 | ROK | Bristol White Sox | — | 162 | 155 | 36 | 8 | 2 | 6 | 4 | 43 | 1 | 2 | 2 | 232 | 256 | 426 | 682 | 194 | 280 | 27 | 2 | 294 | 22 | — | — | — | — | — | — |
| 2009 | 21 | A | Kannapolis Intimidators | — | 116 | 110 | 21 | 5 | 0 | 3 | 2 | 32 | 1 | 0 | 0 | 191 | 212 | 318 | 531 | 127 | 237 | 28 | 2 | 229 | 4 | — | — | — | — | — | — |
| 2009 | 21 | ROK | Great Falls Voyagers | — | 160 | 144 | 48 | 12 | 0 | 7 | 10 | 28 | 3 | 2 | 0 | 333 | 389 | 562 | 951 | 229 | 366 | 18 | 6 | 409 | 82 | — | — | — | — | — | — |
| 2010 | 22 | A | Kannapolis Intimidators | — | 372 | 343 | 87 | 20 | 2 | 9 | 22 | 90 | 4 | 2 | 0 | 254 | 306 | 402 | 709 | 149 | 317 | 24 | 6 | 313 | 36 | — | — | — | — | — | — |
| 2017 | 29 | AAA | Rieleros de Aguascalientes | — | 314 | 286 | 83 | 13 | 1 | 23 | 22 | 86 | 1 | 4 | 7 | 290 | 343 | 584 | 927 | 294 | 333 | 27 | 7 | 395 | 76 | — | — | — | — | — | — |
| 2017 | 29 | INTL | Tigres de Aragua | — | 225 | 184 | 47 | 6 | 3 | 17 | 32 | 53 | 4 | 2 | 0 | 255 | 377 | 598 | 975 | 342 | 256 | 24 | 14 | 410 | 163 | — | — | — | — | — | — |
| 2018 | 30 | INTL | Tigres de Aragua | — | 212 | 183 | 41 | 4 | 0 | 6 | 20 | 70 | 6 | 2 | 0 | 224 | 321 | 344 | 665 | 120 | 318 | 33 | 9 | 302 | 91 | — | — | — | — | — | — |
| 2019 | 31 | AAA | Acereros del Norte | — | 290 | 270 | 98 | 17 | 1 | 30 | 16 | 73 | 3 | 1 | 0 | 363 | 405 | 767 | 1.172 | 404 | 405 | 25 | 6 | 498 | 114 | — | — | — | — | — | — |
| 2019 | 31 | INTL | Tomateros de Culiacan | — | 59 | 56 | 11 | 2 | 0 | 2 | 1 | 17 | 1 | 0 | 0 | 196 | 224 | 339 | 563 | 143 | 237 | 29 | 2 | 246 | 52 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2008 | 20 | ROK MLE | Bristol White Sox | — | 162 | 157 | 25 | 5 | 1 | 4 | 2 | 61 | 1 | 2 | 2 | 159 | 175 | 280 | 455 | 121 | 228 | 38 | 1 | 200 | 22 | — | — | — | — | — | — |
| 2009 | 21 | A MLE | Kannapolis Intimidators | — | 116 | 111 | 17 | 4 | 0 | 2 | 1 | 43 | 1 | 0 | 0 | 153 | 168 | 243 | 411 | 90 | 206 | 37 | 1 | 174 | 4 | — | — | — | — | — | — |
| 2009 | 21 | ROK MLE | Great Falls Voyagers | — | 160 | 148 | 35 | 8 | 0 | 5 | 6 | 40 | 3 | 2 | 0 | 236 | 280 | 392 | 672 | 155 | 279 | 25 | 4 | 289 | 82 | — | — | — | — | — | — |
| 2010 | 22 | A MLE | Kannapolis Intimidators | — | 372 | 351 | 64 | 15 | 1 | 6 | 14 | 124 | 4 | 2 | 0 | 182 | 222 | 282 | 504 | 100 | 255 | 33 | 4 | 221 | 36 | — | — | — | — | — | — |
| 2017 | 29 | AAA MLE | Rieleros de Aguascalientes | — | 314 | 294 | 64 | 10 | 1 | 14 | 14 | 107 | 1 | 4 | 7 | 218 | 256 | 401 | 657 | 184 | 275 | 34 | 4 | 280 | 76 | — | — | — | — | — | — |
| 2019 | 31 | AAA MLE | Acereros del Norte | — | 290 | 277 | 71 | 12 | 1 | 19 | 9 | 89 | 3 | 1 | 0 | 256 | 287 | 513 | 800 | 256 | 301 | 31 | 3 | 337 | 114 | — | — | — | — | — | — |
| 2008 | 20 | ROK MLE | Bristol White Sox | — | 162 | 157 | 25 | 5 | 1 | 4 | 2 | 61 | 1 | 2 | 2 | 159 | 175 | 280 | 455 | 121 | 226 | 38 | 1 | 200 | 22 | — | — | — | — | — | — |
| 2008 | 20 | ROK RAW | Bristol White Sox | — | 162 | 155 | 36 | 8 | 2 | 6 | 4 | 43 | 1 | 2 | 2 | 232 | 256 | 426 | 682 | 194 | 280 | 27 | 2 | 294 | 22 | — | — | — | — | — | — |
| 2009 | 21 | ROK MLE | 2 teams | — | 276 | 259 | 52 | 12 | 0 | 7 | 7 | 83 | 4 | 2 | 0 | 201 | 233 | 328 | 562 | 127 | 260 | 30 | 3 | 241 | 49 | — | — | — | — | — | — |
| 2009 | 21 | ROK RAW | 2 teams | — | 276 | 254 | 69 | 17 | 0 | 10 | 12 | 60 | 4 | 2 | 0 | 272 | 315 | 457 | 772 | 185 | 314 | 22 | 4 | 333 | 49 | — | — | — | — | — | — |
| 2010 | 22 | A MLE | Kannapolis Intimidators | — | 372 | 351 | 64 | 15 | 1 | 6 | 14 | 124 | 4 | 2 | 0 | 182 | 222 | 282 | 504 | 100 | 260 | 33 | 4 | 221 | 36 | — | — | — | — | — | — |
| 2010 | 22 | A RAW | Kannapolis Intimidators | — | 372 | 343 | 87 | 20 | 2 | 9 | 22 | 90 | 4 | 2 | 0 | 254 | 306 | 402 | 709 | 149 | 317 | 24 | 6 | 313 | 36 | — | — | — | — | — | — |
| 2017 | 29 | AAA MLE | 2 teams | — | 539 | 500 | 110 | 17 | 1 | 25 | 24 | 183 | 5 | 6 | 7 | 220 | 263 | 408 | 671 | 188 | 285 | 34 | 4 | 280 | 76 | — | — | — | — | — | — |
| 2017 | 29 | AAA RAW | 2 teams | — | 539 | 470 | 130 | 19 | 4 | 40 | 54 | 139 | 5 | 6 | 7 | 277 | 357 | 589 | 947 | 313 | 303 | 26 | 10 | 401 | 76 | — | — | — | — | — | — |
| 2018 | 30 | INTL MLE | Tigres de Aragua | — | 212 | 183 | 41 | 4 | 0 | 6 | 20 | 70 | 6 | 2 | 0 | 224 | 321 | 344 | 665 | 120 | 318 | 33 | 9 | — | — | — | — | — | — | — | — |
| 2018 | 30 | INTL RAW | Tigres de Aragua | — | 212 | 183 | 41 | 4 | 0 | 6 | 20 | 70 | 6 | 2 | 0 | 224 | 321 | 344 | 665 | 120 | 318 | 33 | 9 | 302 | 91 | — | — | — | — | — | — |
| 2019 | 31 | AAA MLE | 2 teams | — | 349 | 332 | 85 | 14 | 1 | 23 | 11 | 107 | 4 | 1 | 0 | 256 | 288 | 512 | 800 | 256 | 304 | 31 | 3 | 337 | 114 | — | — | — | — | — | — |
| 2019 | 31 | AAA RAW | 2 teams | — | 349 | 326 | 109 | 19 | 1 | 32 | 17 | 90 | 4 | 1 | 0 | 334 | 375 | 693 | 1.068 | 359 | 374 | 26 | 5 | 456 | 114 | — | — | — | — | — | — |
| 2008 | 20 | ROK MLE | Bristol White Sox | — | 162 | 158 | 25 | 5 | 1 | 4 | 2 | 61 | 1 | 2 | 2 | 158 | 175 | 278 | 453 | 120 | 228 | 38 | 1 | 200 | 22 | — | — | — | — | — | — |
| 2009 | 21 | ROK MLE | 2 teams | — | 276 | 263 | 52 | 12 | 0 | 7 | 7 | 83 | 4 | 2 | 0 | 198 | 233 | 323 | 557 | 125 | 248 | 30 | 3 | 241 | 49 | — | — | — | — | — | — |
| 2010 | 22 | A MLE | Kannapolis Intimidators | — | 372 | 351 | 64 | 15 | 1 | 6 | 14 | 124 | 4 | 2 | 0 | 182 | 222 | 282 | 504 | 100 | 255 | 33 | 4 | 221 | 36 | — | — | — | — | — | — |
| 2017 | 29 | AAA MLE | 2 teams | — | 539 | 505 | 110 | 17 | 1 | 25 | 24 | 183 | 5 | 6 | 7 | 218 | 263 | 404 | 667 | 186 | 275 | 34 | 4 | 280 | 76 | — | — | — | — | — | — |
| 2019 | 31 | AAA MLE | 2 teams | — | 349 | 331 | 85 | 14 | 1 | 23 | 11 | 107 | 4 | 1 | 0 | 257 | 288 | 514 | 802 | 257 | 301 | 31 | 3 | 337 | 114 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1910 | 1782 | 377 | 67 | 4 | 71 | 78 | 628 | 24 | 15 | 9 | 212 | 254 | 373 | 627 | 162 | 278 | 33 | 4 | 235 | 45 | -124 | -1 | +0 | -34 | +41 | -12.0 | |
| / 162G | — | MLE | — | 650 | 606 | 128 | 23 | 1 | 24 | 27 | 214 | 8 | 5 | 3 | 211 | 254 | 371 | 626 | 160 | 278 | 33 | 4 | 235 | 45 | -42 | -0 | +0 | -12 | +14 | -4.1 | |
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.
2019 AAAAcereros del Norte · 290 PAwOBA .482 → .337 (−145)K% 25.2% → 30.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.17% | ÷0.988 | ×1.200 | — | — | 30.58% |
| BB% (unintentional) /PA | 4.48% | ÷0.960 | ×0.690 | — | ×0.952 | 3.07% |
| HBP% /PA | 1.03% | — | ×0.940 | — | ×0.952 | 0.93% |
| Singles /BIP | 25.38% | ÷1.036 | ×0.930 | ×0.950 | ×0.952 | 20.61% |
| Doubles /BIP | 8.63% | ÷1.048 | ×0.830 | ×0.950 | ×0.952 | 6.18% |
| Triples /BIP | 0.51% | ÷0.922 | ×0.920 | ×0.950 | ×0.952 | 0.46% |
| Home runs /BIP | 15.23% | ÷1.015 | ×0.700 | — | ×0.952 | 10.00% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 107, 2B 110, 3B 84, K 98, BB 92 — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .482 → .337; ISO .404 → .261; BABIP .405 → .301. 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 AAARieleros de Aguascalientes · 314 PAwOBA .387 → .280 (−107)K% 27.4% → 34.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.39% | ÷0.966 | ×1.200 | — | — | 34.01% |
| BB% (unintentional) /PA | 7.01% | ÷1.059 | ×0.690 | — | ×0.972 | 4.44% |
| HBP% /PA | 0.32% | — | ×0.940 | — | ×0.972 | 0.29% |
| Singles /BIP | 23.00% | ÷1.026 | ×0.930 | ×1.003 | ×0.972 | 20.32% |
| Doubles /BIP | 6.50% | ÷1.008 | ×0.830 | ×1.003 | ×0.972 | 5.22% |
| Triples /BIP | 0.50% | ÷1.150 | ×0.920 | ×1.003 | ×0.972 | 0.39% |
| Home runs /BIP | 11.50% | ÷1.050 | ×0.700 | — | ×0.972 | 7.45% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 110, 1B 105, 2B 102, 3B 130, K 93, BB 112 — applied at half strength. Age: age 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.
Result: wOBA .387 → .280; ISO .294 → .191; BABIP .333 → .275. 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).
2010 AKannapolis Intimidators · 372 PAwOBA .307 → .221 (−85)K% 24.2% → 33.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.19% | ÷0.976 | ×1.340 | — | — | 33.21% |
| BB% (unintentional) /PA | 5.91% | ÷1.048 | ×0.660 | — | ×0.990 | 3.69% |
| HBP% /PA | 1.08% | — | ×0.770 | — | ×0.990 | 0.82% |
| Singles /BIP | 22.13% | ÷1.058 | ×0.920 | ×0.952 | ×0.990 | 18.14% |
| Doubles /BIP | 7.91% | ÷0.968 | ×0.820 | ×0.952 | ×0.990 | 6.31% |
| Triples /BIP | 0.79% | ÷1.150 | ×0.940 | ×0.952 | ×0.990 | 0.61% |
| Home runs /BIP | 3.56% | ÷1.050 | ×0.820 | — | ×0.990 | 2.75% |
Factors used: league row SAL. Park (home-season share, regressed): HR 110, 1B 112, 2B 94, 3B 130, K 95, BB 110 — 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 ×0.952.
Result: wOBA .307 → .221; ISO .149 → .107; BABIP .317 → .255. 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).
2009 ROKGreat Falls Voyagers · 160 PAwOBA .405 → .289 (−116)K% 17.5% → 25.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.50% | ÷1.000 | ×1.440 | — | — | 25.20% |
| BB% (unintentional) /PA | 6.25% | ÷1.000 | ×0.610 | — | ×0.975 | 3.72% |
| HBP% /PA | 1.88% | — | ×0.720 | — | ×0.975 | 1.32% |
| Singles /BIP | 25.00% | ÷1.000 | ×0.820 | ×1.006 | ×0.975 | 20.10% |
| Doubles /BIP | 10.34% | ÷1.000 | ×0.720 | ×1.006 | ×0.975 | 7.30% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | ×1.006 | ×0.975 | 0.00% |
| Home runs /BIP | 6.03% | ÷1.000 | ×0.750 | — | ×0.975 | 4.41% |
Factors used: league row PIO. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 22 vs a level average of 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.006.
Result: wOBA .405 → .289; ISO .229 → .159; BABIP .366 → .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).
2009 AKannapolis Intimidators · 116 PAwOBA .224 → .174 (−50)K% 27.6% → 37.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.59% | ÷1.000 | ×1.340 | — | — | 36.97% |
| BB% (unintentional) /PA | 1.72% | ÷1.000 | ×0.660 | — | — | 1.14% |
| HBP% /PA | 0.86% | — | ×0.770 | — | — | 0.66% |
| Singles /BIP | 16.67% | ÷1.000 | ×0.920 | ×0.985 | — | 15.11% |
| Doubles /BIP | 6.41% | ÷1.000 | ×0.820 | ×0.985 | — | 5.18% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.940 | ×0.985 | — | 0.00% |
| Home runs /BIP | 3.85% | ÷1.000 | ×0.820 | — | — | 3.15% |
Factors used: league row SAL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.985.
Result: wOBA .224 → .174; ISO .127 → .095; BABIP .237 → .206. 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).
2008 ROKBristol White Sox · 162 PAwOBA .284 → .200 (−84)K% 26.5% → 37.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.54% | ÷1.000 | ×1.420 | — | — | 37.69% |
| BB% (unintentional) /PA | 1.85% | ÷1.000 | ×0.640 | — | ×0.985 | 1.17% |
| HBP% /PA | 0.62% | — | ×0.740 | — | ×0.985 | 0.45% |
| Singles /BIP | 17.86% | ÷1.000 | ×0.840 | ×1.035 | ×0.985 | 15.30% |
| Doubles /BIP | 7.14% | ÷1.000 | ×0.740 | ×1.035 | ×0.985 | 5.39% |
| Triples /BIP | 1.79% | ÷1.000 | ×0.740 | ×1.035 | ×0.985 | 1.35% |
| Home runs /BIP | 5.36% | ÷1.000 | ×0.800 | — | ×0.985 | 4.22% |
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 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.035.
Result: wOBA .284 → .200; ISO .194 → .132; BABIP .280 → .228. 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 — .