Ramiro Rodriguez
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2017 | 19 | ROKGCL Astros | 232 | .335/.442/.500 | 5 | 8 | 98 | — | .259/.342/.376 |
| 2019 | 21 | AA/A+/A2 orgs | 269 | .227/.363/.343 | 3 | 19 | 61 | — | .191/.294/.283 |
| 2021 | 23 | A+HOU | 148 | .205/.291/.318 | 3 | 3 | 19 | — | .146/.209/.219 |
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) | |||||||||||||||||||||||||||||||
| 2016 | 18 | ROK | DSL Astros Orange | — | 229 | 180 | 40 | 4 | 6 | 3 | 31 | 26 | 9 | 4 | 6 | 222 | 364 | 361 | 725 | 139 | 240 | 11 | 14 | 322 | 38 | — | — | — | — | — | — |
| 2017 | 19 | ROK | GCL Astros | — | 232 | 194 | 65 | 11 | 3 | 5 | 30 | 23 | 7 | 8 | 7 | 335 | 442 | 500 | 942 | 165 | 359 | 10 | 13 | 418 | 98 | — | — | — | — | — | — |
| 2019 | 21 | AA | Corpus Christi Hooks | — | 43 | 39 | 10 | 2 | 0 | 0 | 4 | 14 | 0 | 3 | 0 | 256 | 326 | 308 | 633 | 51 | 400 | 33 | 9 | 293 | 44 | — | — | — | — | — | — |
| 2019 | 21 | A+ | Fayetteville Woodpeckers | — | 19 | 16 | 4 | 1 | 0 | 1 | 3 | 4 | 0 | 1 | 0 | 250 | 368 | 500 | 868 | 250 | 273 | 21 | 16 | 383 | 86 | — | — | — | — | — | — |
| 2019 | 21 | A | Quad Cities River Bandits | — | 207 | 161 | 35 | 7 | 3 | 2 | 35 | 37 | 4 | 15 | 10 | 217 | 370 | 335 | 705 | 118 | 256 | 18 | 17 | 320 | 62 | — | — | — | — | — | — |
| 2021 | 23 | A+ | Asheville Tourists | — | 148 | 132 | 27 | 6 | 0 | 3 | 14 | 43 | 2 | 3 | 0 | 205 | 291 | 318 | 609 | 114 | 279 | 29 | 9 | 280 | 19 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 18 | ROK MLE | DSL Astros Orange | — | 229 | 189 | 30 | 3 | 4 | 2 | 22 | 32 | 9 | 4 | 6 | 159 | 277 | 249 | 526 | 90 | 160 | 14 | 10 | 224 | 38 | — | — | — | — | — | — |
| 2017 | 19 | ROK MLE | GCL Astros | — | 232 | 205 | 53 | 8 | 2 | 4 | 19 | 33 | 7 | 8 | 7 | 259 | 342 | 376 | 718 | 117 | 286 | 14 | 8 | 313 | 98 | — | — | — | — | — | — |
| 2019 | 21 | AA MLE | Corpus Christi Hooks | — | 43 | 40 | 9 | 2 | 0 | 0 | 3 | 18 | 0 | 3 | 0 | 225 | 279 | 275 | 554 | 50 | 380 | 42 | 7 | 233 | 44 | — | — | — | — | — | — |
| 2019 | 21 | A+ MLE | Fayetteville Woodpeckers | — | 19 | 17 | 4 | 1 | 0 | 1 | 2 | 6 | 0 | 1 | 0 | 235 | 316 | 471 | 786 | 235 | 242 | 32 | 11 | 296 | 86 | — | — | — | — | — | — |
| 2019 | 21 | A MLE | Quad Cities River Bandits | — | 207 | 172 | 31 | 5 | 2 | 2 | 24 | 50 | 4 | 15 | 10 | 180 | 295 | 267 | 562 | 87 | 218 | 24 | 12 | 260 | 62 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Asheville Tourists | — | 148 | 137 | 20 | 4 | 0 | 2 | 9 | 58 | 2 | 3 | 0 | 146 | 209 | 219 | 428 | 73 | 239 | 39 | 6 | 197 | 19 | — | — | — | — | — | — |
| 2016 | 18 | ROK MLE | DSL Astros Orange | — | 229 | 189 | 30 | 3 | 4 | 2 | 22 | 32 | 9 | 4 | 6 | 159 | 277 | 249 | 526 | 90 | 177 | 14 | 10 | 224 | 38 | — | — | — | — | — | — |
| 2016 | 18 | ROK RAW | DSL Astros Orange | — | 229 | 180 | 40 | 4 | 6 | 3 | 31 | 26 | 9 | 4 | 6 | 222 | 364 | 361 | 725 | 139 | 240 | 11 | 14 | 322 | 38 | — | — | — | — | — | — |
| 2017 | 19 | ROK MLE | GCL Astros | — | 232 | 205 | 53 | 8 | 2 | 4 | 19 | 33 | 7 | 8 | 7 | 259 | 342 | 376 | 718 | 117 | 290 | 14 | 8 | 313 | 98 | — | — | — | — | — | — |
| 2017 | 19 | ROK RAW | GCL Astros | — | 232 | 194 | 65 | 11 | 3 | 5 | 30 | 23 | 7 | 8 | 7 | 335 | 442 | 500 | 942 | 165 | 359 | 10 | 13 | 418 | 98 | — | — | — | — | — | — |
| 2019 | 21 | A MLE | 3 teams | — | 269 | 229 | 43 | 8 | 2 | 3 | 29 | 74 | 4 | 19 | 10 | 188 | 290 | 279 | 570 | 92 | 252 | 28 | 11 | 258 | 61 | — | — | — | — | — | — |
| 2019 | 21 | A RAW | 3 teams | — | 269 | 216 | 49 | 10 | 3 | 3 | 42 | 55 | 4 | 19 | 10 | 227 | 363 | 343 | 705 | 116 | 279 | 20 | 16 | 320 | 61 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Asheville Tourists | — | 148 | 137 | 20 | 4 | 0 | 2 | 9 | 58 | 2 | 3 | 0 | 146 | 209 | 219 | 428 | 73 | 234 | 39 | 6 | 197 | 19 | — | — | — | — | — | — |
| 2021 | 23 | A+ RAW | Asheville Tourists | — | 148 | 132 | 27 | 6 | 0 | 3 | 14 | 43 | 2 | 3 | 0 | 205 | 291 | 318 | 609 | 114 | 279 | 29 | 9 | 280 | 19 | — | — | — | — | — | — |
| 2016 | 18 | ROK MLE | DSL Astros Orange | — | 229 | 196 | 30 | 3 | 4 | 2 | 22 | 32 | 9 | 4 | 6 | 153 | 277 | 240 | 517 | 87 | 160 | 14 | 10 | 224 | 38 | — | — | — | — | — | — |
| 2017 | 19 | ROK MLE | GCL Astros | — | 232 | 204 | 53 | 8 | 2 | 4 | 19 | 33 | 7 | 8 | 7 | 260 | 342 | 377 | 719 | 118 | 286 | 14 | 8 | 313 | 98 | — | — | — | — | — | — |
| 2019 | 21 | A MLE | 3 teams | — | 269 | 234 | 43 | 8 | 2 | 3 | 29 | 74 | 4 | 19 | 10 | 184 | 290 | 274 | 564 | 90 | 246 | 28 | 11 | 258 | 61 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Asheville Tourists | — | 148 | 136 | 20 | 4 | 0 | 2 | 9 | 58 | 2 | 3 | 0 | 147 | 209 | 221 | 430 | 74 | 239 | 39 | 6 | 197 | 19 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 878 | 760 | 146 | 23 | 8 | 11 | 79 | 197 | 22 | 34 | 23 | 192 | 287 | 287 | 574 | 95 | 240 | 22 | 9 | 253 | 58 | -44 | -2 | +0 | -9 | +19 | -3.8 | |
| / 162G | — | MLE | — | 650 | 563 | 108 | 17 | 6 | 8 | 58 | 146 | 16 | 25 | 17 | 192 | 285 | 286 | 571 | 94 | 240 | 22 | 9 | 253 | 58 | -33 | -2 | +0 | -7 | +14 | -2.8 | |
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.
2021 A+Asheville Tourists · 148 PAwOBA .273 → .197 (−76)K% 29.1% → 39.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.05% | ÷0.995 | ×1.350 | — | — | 39.44% |
| BB% (unintentional) /PA | 9.46% | ÷1.044 | ×0.710 | — | ×0.998 | 6.42% |
| HBP% /PA | 1.35% | — | ×0.810 | — | ×0.998 | 1.09% |
| Singles /BIP | 20.22% | ÷0.983 | ×0.910 | ×0.984 | ×0.998 | 18.39% |
| Doubles /BIP | 6.74% | ÷1.111 | ×0.830 | ×0.984 | ×0.998 | 4.95% |
| Triples /BIP | 0.00% | ÷0.910 | ×0.820 | ×0.984 | ×0.998 | 0.00% |
| Home runs /BIP | 3.37% | ÷1.131 | ×0.830 | — | ×0.998 | 2.47% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 126, 1B 97, 2B 122, 3B 82, K 99, BB 109 — 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 ×0.984.
Result: wOBA .273 → .197; ISO .114 → .073; BABIP .279 → .239. 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 AQuad Cities River Bandits · 207 PAwOBA .324 → .260 (−64)K% 17.9% → 24.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.87% | ÷1.006 | ×1.360 | — | — | 24.16% |
| BB% (unintentional) /PA | 16.91% | ÷1.010 | ×0.690 | — | ×1.015 | 11.72% |
| HBP% /PA | 1.93% | — | ×0.780 | — | ×1.015 | 1.53% |
| Singles /BIP | 18.55% | ÷0.979 | ×0.920 | ×0.950 | ×1.015 | 16.80% |
| Doubles /BIP | 5.65% | ÷1.128 | ×0.830 | ×0.950 | ×1.015 | 4.01% |
| Triples /BIP | 2.42% | ÷1.150 | ×0.910 | ×0.950 | ×1.015 | 1.85% |
| Home runs /BIP | 1.61% | ÷0.964 | ×0.800 | — | ×1.015 | 1.36% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 93, 1B 96, 2B 126, 3B 130, K 101, BB 102 — 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 ×0.950.
Result: wOBA .324 → .260; ISO .118 → .095; BABIP .256 → .218. 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 AACorpus Christi Hooks · 43 PAwOBA .286 → .233 (−53)K% 32.6% → 41.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.56% | ÷0.958 | ×1.220 | — | — | 41.48% |
| BB% (unintentional) /PA | 9.30% | ÷1.043 | ×0.700 | — | ×1.050 | 6.56% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.050 | 0.00% |
| Singles /BIP | 32.00% | ÷1.011 | ×0.920 | — | ×1.050 | 30.57% |
| Doubles /BIP | 8.00% | ÷0.949 | ×0.840 | — | ×1.050 | 7.44% |
| Triples /BIP | 0.00% | ÷0.995 | ×0.940 | — | ×1.050 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.067 | ×0.800 | — | ×1.050 | 0.00% |
Factors used: league row TL. Park (home-season share, regressed): HR 113, 1B 102, 2B 90, 3B 99, K 92, BB 109 — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average).
Result: wOBA .286 → .233; ISO .051 → .043; BABIP .400 → .380. 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 A+Fayetteville Woodpeckers · 19 PAwOBA .373 → .296 (−77)K% 21.1% → 30.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.05% | ÷0.983 | ×1.420 | — | — | 30.40% |
| BB% (unintentional) /PA | 15.79% | ÷1.000 | ×0.630 | — | ×1.027 | 10.22% |
| HBP% /PA | 0.00% | — | ×0.860 | — | ×1.027 | 0.00% |
| Singles /BIP | 16.67% | ÷1.029 | ×0.940 | — | ×1.027 | 15.63% |
| Doubles /BIP | 8.33% | ÷1.068 | ×0.830 | — | ×1.027 | 6.65% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.800 | — | ×1.027 | 0.00% |
| Home runs /BIP | 8.33% | ÷0.969 | ×0.900 | — | ×1.027 | 7.95% |
Factors used: league row CAR. Park (home-season share, regressed): HR 94, 1B 106, 2B 114, 3B 130, K 97, BB 100 — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average).
Result: wOBA .373 → .296; ISO .250 → .215; BABIP .273 → .242. 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 Astros · 232 PAwOBA .410 → .313 (−96)K% 9.9% → 14.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.91% | ÷1.000 | ×1.440 | — | — | 14.28% |
| BB% (unintentional) /PA | 12.93% | ÷1.000 | ×0.620 | — | ×1.008 | 8.08% |
| HBP% /PA | 3.02% | — | ×0.720 | — | ×1.008 | 2.19% |
| Singles /BIP | 26.90% | ÷1.000 | ×0.820 | ×0.996 | ×1.008 | 22.15% |
| Doubles /BIP | 6.43% | ÷1.000 | ×0.720 | ×0.996 | ×1.008 | 4.65% |
| Triples /BIP | 1.75% | ÷1.000 | ×0.720 | ×0.996 | ×1.008 | 1.27% |
| Home runs /BIP | 2.92% | ÷1.000 | ×0.780 | — | ×1.008 | 2.30% |
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 ×0.996.
Result: wOBA .410 → .313; ISO .165 → .127; BABIP .359 → .286. 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 DSLDSL Astros Orange · 229 PAwOBA .319 → .224 (−95)K% 11.4% → 13.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.35% | ÷1.000 | ×1.220 | — | — | 13.85% |
| BB% (unintentional) /PA | 13.54% | ÷1.000 | ×0.700 | — | ×1.008 | 9.55% |
| HBP% /PA | 3.93% | — | ×0.700 | — | ×1.008 | 2.77% |
| Singles /BIP | 17.53% | ÷1.000 | ×0.680 | ×1.014 | ×1.008 | 12.17% |
| Doubles /BIP | 2.60% | ÷1.000 | ×0.600 | ×1.014 | ×1.008 | 1.59% |
| Triples /BIP | 3.90% | ÷1.000 | ×0.600 | ×1.014 | ×1.008 | 2.39% |
| Home runs /BIP | 1.95% | ÷1.000 | ×0.470 | — | ×1.008 | 0.92% |
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 ×1.014.
Result: wOBA .319 → .224; ISO .139 → .086; BABIP .240 → .160. 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).