Frank Hernandez
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2022 | 20 | A/ROKCHC | 124 | .212/.333/.240 | 0 | 4 | 21 | — | .153/.244/.170 |
| 2023 | 21 | ROKCHC | 71 | .242/.296/.348 | 1 | 0 | 26 | — | .176/.211/.265 |
| 2024 | 22 | ACHC | 153 | .243/.318/.257 | 0 | 4 | 34 | — | .207/.265/.221 |
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 | 19 | ROK | DSL Cubs Blue | — | 212 | 181 | 52 | 6 | 2 | 1 | 20 | 26 | 8 | 9 | 6 | 287 | 383 | 359 | 742 | 72 | 325 | 12 | 9 | 339 | 40 | — | — | — | — | — | — |
| 2022 | 20 | A | Myrtle Beach Pelicans | — | 55 | 45 | 4 | 0 | 0 | 0 | 7 | 12 | 2 | 1 | 0 | 89 | 241 | 89 | 330 | 121 | 22 | 13 | 181 | -16 | — | — | — | — | — | — | |
| 2022 | 20 | ROK | ACL Cubs | — | 69 | 59 | 18 | 3 | 0 | 0 | 8 | 15 | 2 | 3 | 1 | 305 | 406 | 356 | 762 | 51 | 409 | 22 | 12 | 355 | 50 | — | — | — | — | — | — |
| 2023 | 21 | ROK | ACL Cubs | — | 71 | 66 | 16 | 2 | 1 | 1 | 5 | 12 | 0 | 0 | 1 | 242 | 296 | 348 | 644 | 106 | 283 | 17 | 7 | 290 | 26 | — | — | — | — | — | — |
| 2024 | 22 | A | Myrtle Beach Pelicans | — | 153 | 136 | 33 | 2 | 0 | 0 | 13 | 37 | 2 | 4 | 2 | 243 | 318 | 257 | 575 | 15 | 333 | 24 | 8 | 269 | 34 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 19 | ROK MLE | DSL Cubs Blue | — | 212 | 187 | 35 | 3 | 1 | 0 | 14 | 32 | 8 | 9 | 6 | 187 | 273 | 214 | 487 | 27 | 217 | 15 | 7 | 227 | 40 | — | — | — | — | — | — |
| 2022 | 20 | A MLE | Myrtle Beach Pelicans | — | 55 | 47 | 4 | 0 | 0 | 0 | 5 | 17 | 2 | 1 | 0 | 85 | 204 | 85 | 289 | 122 | 31 | 9 | 144 | -16 | — | — | — | — | — | — | |
| 2022 | 20 | ROK MLE | ACL Cubs | — | 69 | 63 | 13 | 2 | 0 | 0 | 4 | 22 | 2 | 3 | 1 | 206 | 275 | 238 | 513 | 32 | 327 | 32 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2023 | 21 | ROK MLE | ACL Cubs | — | 71 | 68 | 12 | 1 | 1 | 1 | 3 | 17 | 0 | 0 | 1 | 176 | 211 | 265 | 476 | 88 | 231 | 24 | 4 | 206 | 26 | — | — | — | — | — | — |
| 2024 | 22 | A MLE | Myrtle Beach Pelicans | — | 153 | 140 | 29 | 2 | 0 | 0 | 9 | 51 | 2 | 4 | 2 | 207 | 265 | 221 | 486 | 14 | 318 | 33 | 6 | 218 | 34 | — | — | — | — | — | — |
| 2021 | 19 | ROK MLE | DSL Cubs Blue | — | 212 | 187 | 35 | 3 | 1 | 0 | 14 | 32 | 8 | 9 | 6 | 187 | 273 | 214 | 487 | 27 | 222 | 15 | 7 | 227 | 40 | — | — | — | — | — | — |
| 2021 | 19 | ROK RAW | DSL Cubs Blue | — | 212 | 181 | 52 | 6 | 2 | 1 | 20 | 26 | 8 | 9 | 6 | 287 | 383 | 359 | 742 | 72 | 325 | 12 | 9 | 339 | 40 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | 2 teams | — | 124 | 110 | 17 | 2 | 0 | 0 | 9 | 39 | 4 | 4 | 1 | 155 | 244 | 173 | 417 | 18 | 239 | 31 | 7 | 199 | 21 | — | — | — | — | — | — |
| 2022 | 20 | ROK RAW | 2 teams | — | 124 | 104 | 22 | 3 | 0 | 0 | 15 | 27 | 4 | 4 | 1 | 212 | 333 | 240 | 574 | 29 | 286 | 22 | 12 | 278 | 21 | — | — | — | — | — | — |
| 2023 | 21 | ROK MLE | ACL Cubs | — | 71 | 68 | 12 | 1 | 1 | 1 | 3 | 17 | 0 | 0 | 1 | 176 | 211 | 265 | 476 | 88 | 220 | 24 | 4 | 206 | 26 | — | — | — | — | — | — |
| 2023 | 21 | ROK RAW | ACL Cubs | — | 71 | 66 | 16 | 2 | 1 | 1 | 5 | 12 | 0 | 0 | 1 | 242 | 296 | 348 | 644 | 106 | 283 | 17 | 7 | 290 | 26 | — | — | — | — | — | — |
| 2024 | 22 | A MLE | Myrtle Beach Pelicans | — | 153 | 140 | 29 | 2 | 0 | 0 | 9 | 51 | 2 | 4 | 2 | 207 | 265 | 221 | 486 | 14 | 326 | 33 | 6 | 218 | 34 | — | — | — | — | — | — |
| 2024 | 22 | A RAW | Myrtle Beach Pelicans | — | 153 | 136 | 33 | 2 | 0 | 0 | 13 | 37 | 2 | 4 | 2 | 243 | 318 | 257 | 575 | 15 | 333 | 24 | 8 | 269 | 34 | — | — | — | — | — | — |
| 2021 | 19 | ROK MLE | DSL Cubs Blue | — | 212 | 188 | 35 | 3 | 1 | 0 | 14 | 32 | 8 | 9 | 6 | 186 | 273 | 213 | 485 | 27 | 217 | 15 | 7 | 227 | 40 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | 2 teams | — | 124 | 110 | 17 | 2 | 0 | 0 | 9 | 39 | 4 | 4 | 1 | 155 | 244 | 173 | 417 | 18 | 236 | 31 | 7 | 199 | 21 | — | — | — | — | — | — |
| 2023 | 21 | ROK MLE | ACL Cubs | — | 71 | 68 | 12 | 1 | 1 | 1 | 3 | 17 | 0 | 0 | 1 | 176 | 211 | 265 | 476 | 88 | 231 | 24 | 4 | 206 | 26 | — | — | — | — | — | — |
| 2024 | 22 | A MLE | Myrtle Beach Pelicans | — | 153 | 141 | 29 | 2 | 0 | 0 | 9 | 51 | 2 | 4 | 2 | 206 | 265 | 220 | 485 | 14 | 318 | 33 | 6 | 218 | 34 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | A MLE | Myrtle Beach Pelicans | — | 153 | 141 | 29 | 2 | 0 | 0 | 9 | 51 | 2 | 4 | 2 | 206 | 265 | 220 | 485 | 14 | 318 | 33 | 6 | 218 | 34 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 560 | 505 | 93 | 8 | 2 | 1 | 35 | 139 | 14 | 17 | 10 | 184 | 256 | 214 | 470 | 30 | 250 | 25 | 6 | 216 | 32 | -45 | -1 | +0 | -6 | +12 | -4.1 | |
| / 162G | — | MLE | — | 650 | 586 | 107 | 9 | 2 | 1 | 41 | 161 | 16 | 20 | 12 | 183 | 255 | 210 | 465 | 27 | 248 | 25 | 6 | 216 | 32 | -53 | -1 | +0 | -7 | +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.
2024 AMyrtle Beach Pelicans · 153 PAwOBA .263 → .218 (−44)K% 24.2% → 33.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.18% | ÷0.985 | ×1.360 | — | — | 33.39% |
| BB% (unintentional) /PA | 8.50% | ÷1.007 | ×0.690 | — | ×0.990 | 5.77% |
| HBP% /PA | 1.31% | — | ×0.780 | — | ×0.990 | 1.01% |
| Singles /BIP | 31.31% | ÷0.997 | ×0.920 | ×1.050 | ×0.990 | 30.02% |
| Doubles /BIP | 2.02% | ÷0.986 | ×0.830 | ×1.050 | ×0.990 | 1.77% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.910 | ×1.050 | ×0.990 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.908 | ×0.800 | — | ×0.990 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 82, 1B 99, 2B 97, 3B 130, K 97, BB 101 — 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 ×1.050.
Result: wOBA .263 → .218; ISO .015 → .012; BABIP .333 → .318. 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 ROKACL Cubs · 71 PAwOBA .283 → .206 (−76)K% 16.9% → 24.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.90% | ÷1.000 | ×1.440 | — | — | 24.34% |
| BB% (unintentional) /PA | 7.04% | ÷1.000 | ×0.620 | — | ×0.975 | 4.26% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.975 | 0.00% |
| Singles /BIP | 22.22% | ÷1.000 | ×0.820 | ×1.050 | ×0.975 | 18.66% |
| Doubles /BIP | 3.70% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 2.73% |
| Triples /BIP | 1.85% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 1.36% |
| Home runs /BIP | 1.85% | ÷1.000 | ×0.780 | — | ×0.975 | 1.41% |
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 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 ×1.050.
Result: wOBA .283 → .206; ISO .106 → .074; BABIP .283 → .231. 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 ROKACL Cubs · 69 PAwOBA .346 → .242 (−104)K% 21.7% → 31.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.74% | ÷0.981 | ×1.440 | — | — | 31.90% |
| BB% (unintentional) /PA | 11.59% | ÷1.083 | ×0.620 | — | ×0.985 | 6.54% |
| HBP% /PA | 2.90% | — | ×0.720 | — | ×0.985 | 2.06% |
| Singles /BIP | 34.09% | ÷0.993 | ×0.820 | — | ×0.985 | 27.72% |
| Doubles /BIP | 6.82% | ÷0.970 | ×0.720 | — | ×0.985 | 4.98% |
| Triples /BIP | 0.00% | ÷1.054 | ×0.720 | — | ×0.985 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.963 | ×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 93, 1B 99, 2B 94, 3B 111, K 96, BB 117 — 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).
Result: wOBA .346 → .242; ISO .051 → .035; BABIP .409 → .327. 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 AMyrtle Beach Pelicans · 55 PAwOBA .178 → .144 (−35)K% 21.8% → 30.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.82% | ÷0.978 | ×1.360 | — | — | 30.33% |
| BB% (unintentional) /PA | 12.73% | ÷1.017 | ×0.690 | — | ×1.015 | 8.76% |
| HBP% /PA | 3.64% | — | ×0.780 | — | ×1.015 | 2.88% |
| Singles /BIP | 12.12% | ÷0.975 | ×0.920 | ×1.050 | ×1.015 | 12.19% |
| Doubles /BIP | 0.00% | ÷0.947 | ×0.830 | ×1.050 | ×1.015 | 0.00% |
| Triples /BIP | 0.00% | ÷1.068 | ×0.910 | ×1.050 | ×1.015 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.942 | ×0.800 | — | ×1.015 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 88, 1B 95, 2B 89, 3B 114, K 96, BB 103 — 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 ×1.050.
Result: wOBA .178 → .144; ISO .000 → .000; BABIP .121 → .122. 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 Cubs Blue · 212 PAwOBA .335 → .227 (−108)K% 12.3% → 15.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.26% | ÷0.997 | ×1.220 | — | — | 15.00% |
| BB% (unintentional) /PA | 9.43% | ÷1.015 | ×0.700 | — | ×0.985 | 6.41% |
| HBP% /PA | 3.77% | — | ×0.700 | — | ×0.985 | 2.60% |
| Singles /BIP | 27.74% | ÷0.993 | ×0.680 | ×1.019 | ×0.985 | 19.08% |
| Doubles /BIP | 3.87% | ÷1.093 | ×0.600 | ×1.019 | ×0.985 | 2.13% |
| Triples /BIP | 1.29% | ÷0.939 | ×0.600 | ×1.019 | ×0.985 | 0.83% |
| Home runs /BIP | 0.65% | ÷1.528 | ×0.470 | — | ×0.985 | 0.20% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 206, 1B 99, 2B 119, 3B 88, K 99, BB 103 — 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 ×1.019.
Result: wOBA .335 → .227; ISO .072 → .039; BABIP .325 → .217. 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).