Enmanuel Ramirez
CF FCL Nationals| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | 19 | ROKWSH | 35 | .259/.412/.333 | 0 | 1 | 66 | — | .207/.324/.276 |
| 2024 | 20 | ROKWSH | 160 | .257/.327/.326 | 0 | 0 | 26 | — | .180/.226/.220 |
| 2025 | 21 | A/ROKWSH | 90 | .250/.352/.382 | 1 | 4 | 51 | — | .212/.282/.325 |
| 2027PROJMLE | 23 | MLBWSH | 200 | .207/.267/.293 | 2 | 2 | 58 | -0.1 | |
| 2028PROJ30% MLB | 24 | MLBWSH | 27 | .210/.271/.302 | 0 | 0 | 63 | -0.1 |
Tools · Contract
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) | |||||||||||||||||||||||||||||||
| 2021 | 17 | ROK | DSL Nationals | — | 145 | 131 | 22 | 5 | 0 | 2 | 11 | 34 | 1 | 4 | 2 | 168 | 236 | 252 | 488 | 84 | 208 | 23 | 8 | 225 | -16 | — | — | — | — | — | — |
| 2022 | 18 | ROK | DSL Nationals | — | 176 | 156 | 36 | 7 | 5 | 1 | 16 | 31 | 1 | 5 | 1 | 231 | 306 | 359 | 665 | 128 | 278 | 18 | 9 | 295 | 13 | — | — | — | — | — | — |
| 2023 | 19 | ROK | FCL Nationals | — | 35 | 27 | 7 | 0 | 1 | 0 | 5 | 4 | 2 | 1 | 1 | 259 | 412 | 333 | 745 | 74 | 292 | 11 | 14 | 343 | 66 | — | — | — | — | — | — |
| 2024 | 20 | ROK | FCL Nationals | — | 160 | 144 | 37 | 6 | 2 | 0 | 15 | 30 | 0 | 0 | 1 | 257 | 327 | 326 | 653 | 69 | 322 | 19 | 9 | 298 | 26 | — | — | — | — | — | — |
| 2025 | 21 | A | Fredericksburg Nationals | — | 26 | 23 | 4 | 0 | 1 | 0 | 1 | 5 | 0 | 0 | 1 | 174 | 208 | 261 | 469 | 87 | 200 | 19 | 4 | 193 | 3 | — | — | — | — | — | — |
| 2025 | 21 | ROK | FCL Nationals | — | 64 | 53 | 15 | 3 | 1 | 1 | 10 | 8 | 1 | 4 | 1 | 283 | 406 | 434 | 840 | 151 | 318 | 12 | 16 | 380 | 71 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 17 | ROK MLE | DSL Nationals | — | 145 | 135 | 14 | 3 | 0 | 1 | 8 | 42 | 1 | 4 | 2 | 104 | 160 | 148 | 308 | 44 | 140 | 29 | 6 | 144 | -16 | — | — | — | — | — | — |
| 2022 | 18 | ROK MLE | DSL Nationals | — | 176 | 161 | 24 | 4 | 3 | 1 | 11 | 39 | 1 | 5 | 1 | 149 | 208 | 230 | 438 | 81 | 179 | 22 | 6 | 187 | 13 | — | — | — | — | — | — |
| 2023 | 19 | ROK MLE | FCL Nationals | — | 35 | 29 | 6 | 0 | 1 | 0 | 3 | 6 | 2 | 1 | 1 | 207 | 324 | 276 | 599 | 69 | 237 | 17 | 9 | 266 | 66 | — | — | — | — | — | — |
| 2024 | 20 | ROK MLE | FCL Nationals | — | 160 | 150 | 27 | 4 | 1 | 0 | 9 | 43 | 0 | 0 | 1 | 180 | 226 | 220 | 446 | 40 | 252 | 27 | 6 | 207 | 26 | — | — | — | — | — | — |
| 2025 | 21 | A MLE | Fredericksburg Nationals | — | 26 | 23 | 4 | 0 | 1 | 0 | 1 | 7 | 0 | 0 | 1 | 174 | 208 | 261 | 469 | 87 | 173 | 27 | 4 | 173 | 3 | — | — | — | — | — | — |
| 2025 | 21 | ROK MLE | FCL Nationals | — | 64 | 57 | 13 | 2 | 1 | 1 | 6 | 12 | 1 | 4 | 1 | 228 | 312 | 351 | 663 | 123 | 261 | 19 | 9 | 273 | 71 | — | — | — | — | — | — |
| 2021 | 17 | ROK MLE | DSL Nationals | — | 145 | 135 | 14 | 3 | 0 | 1 | 8 | 42 | 1 | 4 | 2 | 104 | 160 | 148 | 308 | 44 | 140 | 29 | 6 | 144 | -16 | — | — | — | — | — | — |
| 2021 | 17 | ROK RAW | DSL Nationals | — | 145 | 131 | 22 | 5 | 0 | 2 | 11 | 34 | 1 | 4 | 2 | 168 | 236 | 252 | 488 | 84 | 208 | 23 | 8 | 225 | -16 | — | — | — | — | — | — |
| 2022 | 18 | ROK MLE | DSL Nationals | — | 176 | 161 | 24 | 4 | 3 | 1 | 11 | 39 | 1 | 5 | 1 | 149 | 208 | 230 | 438 | 81 | 187 | 22 | 6 | 187 | 13 | — | — | — | — | — | — |
| 2022 | 18 | ROK RAW | DSL Nationals | — | 176 | 156 | 36 | 7 | 5 | 1 | 16 | 31 | 1 | 5 | 1 | 231 | 306 | 359 | 665 | 128 | 278 | 18 | 9 | 295 | 13 | — | — | — | — | — | — |
| 2023 | 19 | ROK MLE | FCL Nationals | — | 35 | 29 | 6 | 0 | 1 | 0 | 3 | 6 | 2 | 1 | 1 | 207 | 324 | 276 | 599 | 69 | 250 | 17 | 9 | 266 | 66 | — | — | — | — | — | — |
| 2023 | 19 | ROK RAW | FCL Nationals | — | 35 | 27 | 7 | 0 | 1 | 0 | 5 | 4 | 2 | 1 | 1 | 259 | 412 | 333 | 745 | 74 | 292 | 11 | 14 | 343 | 66 | — | — | — | — | — | — |
| 2024 | 20 | ROK MLE | FCL Nationals | — | 160 | 150 | 27 | 4 | 1 | 0 | 9 | 43 | 0 | 0 | 1 | 180 | 226 | 220 | 446 | 40 | 250 | 27 | 6 | 207 | 26 | — | — | — | — | — | — |
| 2024 | 20 | ROK RAW | FCL Nationals | — | 160 | 144 | 37 | 6 | 2 | 0 | 15 | 30 | 0 | 0 | 1 | 257 | 327 | 326 | 653 | 69 | 322 | 19 | 9 | 298 | 26 | — | — | — | — | — | — |
| 2025 | 21 | ROK MLE | 2 teams | — | 90 | 80 | 17 | 2 | 2 | 1 | 7 | 19 | 1 | 4 | 2 | 212 | 284 | 325 | 609 | 113 | 258 | 21 | 8 | 244 | 51 | — | — | — | — | — | — |
| 2025 | 21 | ROK RAW | 2 teams | — | 90 | 76 | 19 | 3 | 2 | 1 | 11 | 13 | 1 | 4 | 2 | 250 | 352 | 382 | 734 | 132 | 281 | 14 | 12 | 326 | 51 | — | — | — | — | — | — |
| 2021 | 17 | ROK MLE | DSL Nationals | — | 145 | 135 | 14 | 3 | 0 | 1 | 8 | 42 | 1 | 4 | 2 | 104 | 160 | 148 | 308 | 44 | 140 | 29 | 6 | 144 | -16 | — | — | — | — | — | — |
| 2022 | 18 | ROK MLE | DSL Nationals | — | 176 | 162 | 24 | 4 | 3 | 1 | 11 | 39 | 1 | 5 | 1 | 148 | 208 | 228 | 436 | 80 | 179 | 22 | 6 | 187 | 13 | — | — | — | — | — | — |
| 2023 | 19 | ROK MLE | FCL Nationals | — | 35 | 30 | 6 | 0 | 1 | 0 | 3 | 6 | 2 | 1 | 1 | 200 | 324 | 267 | 590 | 67 | 237 | 17 | 9 | 266 | 66 | — | — | — | — | — | — |
| 2024 | 20 | ROK MLE | FCL Nationals | — | 160 | 150 | 27 | 4 | 1 | 0 | 9 | 43 | 0 | 0 | 1 | 180 | 226 | 220 | 446 | 40 | 252 | 27 | 6 | 207 | 26 | — | — | — | — | — | — |
| 2025 | 21 | ROK MLE | 2 teams | — | 90 | 82 | 17 | 2 | 2 | 1 | 7 | 19 | 1 | 4 | 2 | 207 | 284 | 317 | 601 | 110 | 236 | 21 | 8 | 244 | 51 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 20 | ROK MLE | FCL Nationals | — | 160 | 150 | 27 | 4 | 1 | 0 | 9 | 43 | 0 | 0 | 1 | 180 | 226 | 220 | 446 | 40 | 252 | 27 | 6 | 207 | 26 | — | — | — | — | — | — |
| 2025 | 21 | ROK MLE | 2 teams | — | 90 | 82 | 17 | 2 | 2 | 1 | 7 | 19 | 1 | 4 | 2 | 207 | 284 | 317 | 601 | 110 | 236 | 21 | 8 | 244 | 51 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 23 | MLB MLE | WSH | 0% | 200 | 183 | 38 | 6 | 2 | 2 | 14 | 56 | 1 | 2 | 1 | 207 | 267 | 293 | 560 | 86 | 283 | 28 | 7 | 254 | 58 | -10 | +0 | +0 | +1 | +4 | -0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 24 | MLB MLE | WSH | 30% | 89 | 82 | 17 | 3 | 1 | 1 | 6 | 24 | 1 | 1 | 0 | 211 | 272 | 306 | 579 | 95 | 284 | 27 | 7 | 262 | 63 | -4 | +0 | +0 | +0 | +2 | -0.1 |
| 2028 | 24 | MLB CTX | WSH | 30% | 27 | 25 | 5 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 0 | 210 | 271 | 302 | 574 | 92 | 283 | 26 | 7 | 260 | 63 | -1 | +0 | +0 | +0 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 27 | 25 | 5 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 0 | 200 | 259 | 240 | 499 | 40 | 278 | 26 | 7 | 260 | 26 | -1 | +0 | +0 | +0 | +1 | -0.1 | |
| / 162G | — | A+C | — | 650 | 602 | 120 | 24 | 0 | 0 | 48 | 169 | 0 | 0 | 0 | 199 | 258 | 239 | 498 | 40 | 277 | 26 | 7 | 260 | 26 | -28 | +0 | +0 | +2 | +14 | -1.2 | |
| Career | — | MLE | — | 742 | 681 | 113 | 17 | 8 | 4 | 47 | 186 | 6 | 16 | 7 | 166 | 226 | 232 | 458 | 66 | 219 | 25 | 6 | 207 | 26 | -6 | +0 | +0 | +0 | +3 | -0.2 | |
| / 162G | — | MLE | — | 650 | 597 | 100 | 15 | 7 | 4 | 41 | 163 | 5 | 14 | 6 | 168 | 227 | 236 | 463 | 69 | 220 | 25 | 6 | 207 | 26 | -30 | +2 | +0 | +2 | +14 | -1.2 | |
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.
2025 ROKFCL Nationals · 64 PAwOBA .371 → .273 (−98)K% 12.5% → 18.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.50% | ÷0.995 | ×1.440 | — | — | 18.10% |
| BB% (unintentional) /PA | 15.62% | ÷1.012 | ×0.620 | — | ×0.975 | 9.33% |
| HBP% /PA | 1.56% | — | ×0.720 | — | ×0.975 | 1.10% |
| Singles /BIP | 22.22% | ÷0.946 | ×0.820 | ×1.049 | ×0.975 | 19.70% |
| Doubles /BIP | 6.67% | ÷1.138 | ×0.720 | ×1.049 | ×0.975 | 4.32% |
| Triples /BIP | 2.22% | ÷0.929 | ×0.720 | ×1.049 | ×0.975 | 1.76% |
| Home runs /BIP | 2.22% | ÷1.328 | ×0.780 | — | ×0.975 | 1.27% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 166, 1B 89, 2B 128, 3B 86, K 99, BB 102 — 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 ×1.049.
Result: wOBA .371 → .273; ISO .151 → .101; BABIP .318 → .261. 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).
2025 AFredericksburg Nationals · 26 PAwOBA .204 → .173 (−31)K% 19.2% → 27.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.23% | ÷0.968 | ×1.360 | — | — | 27.01% |
| BB% (unintentional) /PA | 3.85% | ÷0.987 | ×0.690 | — | — | 2.69% |
| HBP% /PA | 0.00% | — | ×0.780 | — | — | 0.00% |
| Singles /BIP | 16.67% | ÷1.046 | ×0.920 | — | — | 14.67% |
| Doubles /BIP | 0.00% | ÷1.050 | ×0.830 | — | — | 0.00% |
| Triples /BIP | 5.56% | ÷1.106 | ×0.910 | — | — | 4.57% |
| Home runs /BIP | 0.00% | ÷1.040 | ×0.800 | — | — | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 108, 1B 109, 2B 110, 3B 121, K 94, BB 97 — 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).
Result: wOBA .204 → .173; ISO .087 → .073; BABIP .200 → .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).
2024 ROKFCL Nationals · 160 PAwOBA .292 → .207 (−85)K% 18.8% → 27.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.75% | ÷0.999 | ×1.440 | — | — | 27.04% |
| BB% (unintentional) /PA | 9.38% | ÷0.979 | ×0.620 | — | ×0.985 | 5.85% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 25.44% | ÷1.021 | ×0.820 | ×1.013 | ×0.985 | 20.39% |
| Doubles /BIP | 5.26% | ÷0.987 | ×0.720 | ×1.013 | ×0.985 | 3.83% |
| Triples /BIP | 1.75% | ÷1.025 | ×0.720 | ×1.013 | ×0.985 | 1.23% |
| Home runs /BIP | 0.00% | ÷0.975 | ×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 95, 1B 104, 2B 97, 3B 105, K 100, BB 96 — 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 ×1.013.
Result: wOBA .292 → .207; ISO .069 → .047; BABIP .322 → .252. 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 ROKFCL Nationals · 35 PAwOBA .345 → .266 (−80)K% 11.4% → 16.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.43% | ÷1.011 | ×1.440 | — | — | 16.28% |
| BB% (unintentional) /PA | 14.29% | ÷1.013 | ×0.620 | — | ×0.995 | 8.70% |
| HBP% /PA | 5.71% | — | ×0.720 | — | ×0.995 | 4.09% |
| Singles /BIP | 26.09% | ÷0.983 | ×0.820 | — | ×0.995 | 21.65% |
| Doubles /BIP | 0.00% | ÷0.971 | ×0.720 | — | ×0.995 | 0.00% |
| Triples /BIP | 4.35% | ÷1.034 | ×0.720 | — | ×0.995 | 3.01% |
| 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): HR 100, 1B 97, 2B 94, 3B 107, K 102, BB 103 — 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).
Result: wOBA .345 → .266; ISO .074 → .055; BABIP .292 → .237. 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 DSLDSL Nationals · 176 PAwOBA .291 → .187 (−103)K% 17.6% → 21.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.61% | ÷0.983 | ×1.220 | — | — | 21.85% |
| BB% (unintentional) /PA | 9.09% | ÷1.004 | ×0.700 | — | ×0.995 | 6.31% |
| HBP% /PA | 0.57% | — | ×0.700 | — | ×0.995 | 0.40% |
| Singles /BIP | 18.40% | ÷0.982 | ×0.680 | ×1.000 | ×0.995 | 12.68% |
| Doubles /BIP | 5.60% | ÷1.039 | ×0.600 | ×1.000 | ×0.995 | 3.22% |
| Triples /BIP | 4.00% | ÷1.077 | ×0.600 | ×1.000 | ×0.995 | 2.22% |
| Home runs /BIP | 0.80% | ÷0.930 | ×0.470 | — | ×0.995 | 0.40% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 96, 2B 108, 3B 115, K 97, BB 101 — 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 ×1.000.
Result: wOBA .291 → .187; ISO .128 → .071; BABIP .278 → .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).
2021 DSLDSL Nationals · 145 PAwOBA .220 → .144 (−77)K% 23.4% → 29.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.45% | ÷0.985 | ×1.220 | — | — | 29.04% |
| BB% (unintentional) /PA | 7.59% | ÷1.005 | ×0.700 | — | ×1.008 | 5.33% |
| HBP% /PA | 0.69% | — | ×0.700 | — | ×1.008 | 0.49% |
| Singles /BIP | 15.46% | ÷0.971 | ×0.680 | ×1.008 | ×1.008 | 10.99% |
| Doubles /BIP | 5.15% | ÷1.034 | ×0.600 | ×1.008 | ×1.008 | 3.04% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.600 | ×1.008 | ×1.008 | 0.00% |
| Home runs /BIP | 2.06% | ÷0.862 | ×0.470 | — | ×1.008 | 1.13% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 72, 1B 94, 2B 107, 3B 130, K 97, BB 101 — 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 ×1.008.
Result: wOBA .220 → .144; ISO .084 → .046; BABIP .208 → .140. 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).