Randolph Gassaway
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2017 | 22 | AA/A+2 orgs | 494 | .260/.307/.338 | 5 | 3 | 48 | — | .222/.254/.279 |
| 2018 | 23 | A+BAL | 428 | .272/.351/.396 | 6 | 0 | 57 | — | .213/.271/.299 |
| 2019 | 24 | A+PIT | 53 | .149/.216/.170 | 0 | 0 | -20 | — | .125/.176/.146 |
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) | |||||||||||||||||||||||||||||||
| 2013 | 18 | ROK | GCL Orioles | — | 132 | 122 | 30 | 8 | 1 | 0 | 10 | 19 | 0 | 3 | 1 | 246 | 303 | 328 | 631 | 82 | 291 | 14 | 8 | 287 | 32 | — | — | — | — | — | — |
| 2014 | 19 | ROK | GCL Orioles | — | 49 | 48 | 8 | 2 | 0 | 1 | 1 | 13 | 0 | 3 | 0 | 167 | 184 | 271 | 455 | 104 | 206 | 27 | 2 | 201 | -26 | — | — | — | — | — | — |
| 2016 | 21 | A | Delmarva Shorebirds | — | 196 | 182 | 60 | 12 | 0 | 7 | 13 | 36 | 0 | 2 | 0 | 330 | 374 | 511 | 885 | 181 | 379 | 18 | 7 | 389 | 101 | — | — | — | — | — | — |
| 2017 | 22 | AA | Bowie Baysox | — | 32 | 27 | 5 | 0 | 0 | 0 | 5 | 2 | 0 | 0 | 0 | 185 | 312 | 185 | 498 | 200 | 6 | 16 | 250 | 35 | — | — | — | — | — | — | |
| 2017 | 22 | A+ | Frederick Keys | — | 462 | 431 | 114 | 19 | 1 | 5 | 23 | 82 | 3 | 3 | 3 | 265 | 306 | 348 | 654 | 84 | 312 | 18 | 5 | 293 | 49 | — | — | — | — | — | — |
| 2018 | 23 | A+ | Frederick Keys | — | 428 | 379 | 103 | 27 | 1 | 6 | 43 | 81 | 3 | 0 | 0 | 272 | 351 | 396 | 746 | 124 | 329 | 19 | 10 | 335 | 57 | — | — | — | — | — | — |
| 2019 | 24 | A+ | Bradenton Marauders | — | 53 | 47 | 7 | 1 | 0 | 0 | 4 | 16 | 0 | 0 | 1 | 149 | 216 | 170 | 386 | 21 | 226 | 30 | 8 | 179 | -20 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2013 | 18 | ROK MLE | GCL Orioles | — | 132 | 126 | 25 | 6 | 1 | 0 | 6 | 27 | 0 | 3 | 1 | 198 | 235 | 262 | 497 | 63 | 247 | 20 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | GCL Orioles | — | 49 | 48 | 6 | 1 | 0 | 1 | 1 | 19 | 0 | 3 | 0 | 125 | 143 | 208 | 351 | 83 | 163 | 39 | 2 | 130 | -26 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Delmarva Shorebirds | — | 196 | 187 | 53 | 10 | 0 | 6 | 8 | 48 | 0 | 2 | 0 | 283 | 313 | 433 | 746 | 150 | 343 | 24 | 4 | 317 | 101 | — | — | — | — | — | — |
| 2017 | 22 | AA MLE | Bowie Baysox | — | 32 | 29 | 5 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 172 | 250 | 172 | 422 | 203 | 9 | 9 | 220 | 35 | — | — | — | — | — | — | |
| 2017 | 22 | A+ MLE | Frederick Keys | — | 462 | 440 | 99 | 16 | 1 | 3 | 14 | 117 | 3 | 3 | 3 | 225 | 254 | 286 | 540 | 61 | 291 | 25 | 3 | 240 | 49 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Frederick Keys | — | 428 | 394 | 84 | 20 | 1 | 4 | 28 | 116 | 3 | 0 | 0 | 213 | 271 | 299 | 570 | 86 | 285 | 27 | 7 | 252 | 57 | — | — | — | — | — | — |
| 2019 | 24 | A+ MLE | Bradenton Marauders | — | 53 | 48 | 6 | 1 | 0 | 0 | 3 | 23 | 0 | 0 | 1 | 125 | 176 | 146 | 322 | 21 | 208 | 43 | 6 | 139 | -20 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | GCL Orioles | — | 132 | 126 | 25 | 6 | 1 | 0 | 6 | 27 | 0 | 3 | 1 | 198 | 235 | 262 | 497 | 63 | 253 | 20 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2013 | 18 | ROK RAW | GCL Orioles | — | 132 | 122 | 30 | 8 | 1 | 0 | 10 | 19 | 0 | 3 | 1 | 246 | 303 | 328 | 631 | 82 | 291 | 14 | 8 | 287 | 32 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | GCL Orioles | — | 49 | 48 | 6 | 1 | 0 | 1 | 1 | 19 | 0 | 3 | 0 | 125 | 143 | 208 | 351 | 83 | 179 | 39 | 2 | 130 | -26 | — | — | — | — | — | — |
| 2014 | 19 | ROK RAW | GCL Orioles | — | 49 | 48 | 8 | 2 | 0 | 1 | 1 | 13 | 0 | 3 | 0 | 167 | 184 | 271 | 455 | 104 | 206 | 27 | 2 | 201 | -26 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Delmarva Shorebirds | — | 196 | 187 | 53 | 10 | 0 | 6 | 8 | 48 | 0 | 2 | 0 | 283 | 313 | 433 | 746 | 150 | 351 | 24 | 4 | 317 | 101 | — | — | — | — | — | — |
| 2016 | 21 | A RAW | Delmarva Shorebirds | — | 196 | 182 | 60 | 12 | 0 | 7 | 13 | 36 | 0 | 2 | 0 | 330 | 374 | 511 | 885 | 181 | 379 | 18 | 7 | 389 | 101 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | 2 teams | — | 494 | 469 | 104 | 16 | 1 | 3 | 17 | 120 | 3 | 3 | 3 | 222 | 254 | 279 | 533 | 58 | 288 | 24 | 3 | 239 | 48 | — | — | — | — | — | — |
| 2017 | 22 | A+ RAW | 2 teams | — | 494 | 458 | 119 | 19 | 1 | 5 | 28 | 84 | 3 | 3 | 3 | 260 | 307 | 338 | 645 | 79 | 305 | 17 | 6 | 290 | 48 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Frederick Keys | — | 428 | 394 | 84 | 20 | 1 | 4 | 28 | 116 | 3 | 0 | 0 | 213 | 271 | 299 | 570 | 86 | 289 | 27 | 7 | 252 | 57 | — | — | — | — | — | — |
| 2018 | 23 | A+ RAW | Frederick Keys | — | 428 | 379 | 103 | 27 | 1 | 6 | 43 | 81 | 3 | 0 | 0 | 272 | 351 | 396 | 746 | 124 | 329 | 19 | 10 | 335 | 57 | — | — | — | — | — | — |
| 2019 | 24 | A+ MLE | Bradenton Marauders | — | 53 | 48 | 6 | 1 | 0 | 0 | 3 | 23 | 0 | 0 | 1 | 125 | 176 | 146 | 322 | 21 | 240 | 43 | 6 | 139 | -20 | — | — | — | — | — | — |
| 2019 | 24 | A+ RAW | Bradenton Marauders | — | 53 | 47 | 7 | 1 | 0 | 0 | 4 | 16 | 0 | 0 | 1 | 149 | 216 | 170 | 386 | 21 | 226 | 30 | 8 | 179 | -20 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | GCL Orioles | — | 132 | 125 | 25 | 6 | 1 | 0 | 6 | 27 | 0 | 3 | 1 | 200 | 235 | 264 | 499 | 64 | 247 | 20 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2014 | 19 | ROK MLE | GCL Orioles | — | 49 | 48 | 6 | 1 | 0 | 1 | 1 | 19 | 0 | 3 | 0 | 125 | 143 | 208 | 351 | 83 | 163 | 39 | 2 | 130 | -26 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Delmarva Shorebirds | — | 196 | 186 | 53 | 10 | 0 | 6 | 8 | 48 | 0 | 2 | 0 | 285 | 313 | 435 | 748 | 151 | 343 | 24 | 4 | 317 | 101 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | 2 teams | — | 494 | 471 | 104 | 16 | 1 | 3 | 17 | 120 | 3 | 3 | 3 | 221 | 254 | 278 | 532 | 57 | 285 | 24 | 3 | 239 | 48 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Frederick Keys | — | 428 | 394 | 84 | 20 | 1 | 4 | 28 | 116 | 3 | 0 | 0 | 213 | 271 | 299 | 570 | 86 | 285 | 27 | 7 | 252 | 57 | — | — | — | — | — | — |
| 2019 | 24 | A+ MLE | Bradenton Marauders | — | 53 | 50 | 6 | 1 | 0 | 0 | 3 | 23 | 0 | 0 | 1 | 120 | 176 | 140 | 316 | 20 | 208 | 43 | 6 | 139 | -20 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1352 | 1272 | 278 | 54 | 3 | 14 | 63 | 353 | 6 | 11 | 5 | 219 | 259 | 299 | 558 | 80 | 289 | 26 | 5 | 244 | 51 | -78 | +0 | +0 | -14 | +29 | -6.5 | |
| / 162G | — | MLE | — | 650 | 612 | 134 | 26 | 1 | 7 | 30 | 170 | 3 | 5 | 2 | 219 | 259 | 299 | 558 | 80 | 289 | 26 | 5 | 244 | 51 | -38 | +0 | +0 | -7 | +14 | -3.1 | |
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 A+Bradenton Marauders · 53 PAwOBA .175 → .139 (−36)K% 30.2% → 42.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.19% | ÷1.005 | ×1.420 | — | — | 42.66% |
| BB% (unintentional) /PA | 7.55% | ÷0.999 | ×0.750 | — | ×0.988 | 5.60% |
| HBP% /PA | 0.00% | — | ×0.930 | — | ×0.988 | 0.00% |
| Singles /BIP | 19.35% | ÷0.993 | ×0.920 | — | ×0.988 | 17.72% |
| Doubles /BIP | 3.23% | ÷1.005 | ×0.960 | — | ×0.988 | 3.05% |
| Triples /BIP | 0.00% | ÷0.915 | ×0.810 | — | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.069 | ×0.880 | — | ×0.988 | 0.00% |
Factors used: league row FSL. Park (home-season share, regressed): HR 114, 1B 99, 2B 101, 3B 83, K 101, BB 100 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average).
Result: wOBA .175 → .139; ISO .021 → .018; BABIP .226 → .208. 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).
2018 A+Frederick Keys · 428 PAwOBA .329 → .252 (−77)K% 18.9% → 27.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.93% | ÷0.992 | ×1.420 | — | — | 27.10% |
| BB% (unintentional) /PA | 10.05% | ÷0.956 | ×0.630 | — | ×0.998 | 6.61% |
| HBP% /PA | 0.70% | — | ×0.860 | — | ×0.998 | 0.60% |
| Singles /BIP | 23.15% | ÷1.021 | ×0.940 | ×0.994 | ×0.998 | 21.15% |
| Doubles /BIP | 9.06% | ÷1.053 | ×0.830 | ×0.994 | ×0.998 | 7.09% |
| Triples /BIP | 0.34% | ÷1.150 | ×0.800 | ×0.994 | ×0.998 | 0.23% |
| Home runs /BIP | 2.01% | ÷1.357 | ×0.900 | — | ×0.998 | 1.33% |
Factors used: league row CAR. Park (home-season share, regressed): HR 171, 1B 104, 2B 111, 3B 130, K 98, BB 91 — 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 ×0.994.
Result: wOBA .329 → .252; ISO .124 → .086; BABIP .329 → .285. 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 A+Frederick Keys · 462 PAwOBA .287 → .240 (−47)K% 17.7% → 25.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.75% | ÷0.993 | ×1.420 | — | — | 25.37% |
| BB% (unintentional) /PA | 4.76% | ÷1.010 | ×0.630 | — | ×1.012 | 3.01% |
| HBP% /PA | 0.65% | — | ×0.860 | — | ×1.012 | 0.57% |
| Singles /BIP | 25.50% | ÷1.006 | ×0.940 | ×0.997 | ×1.012 | 24.04% |
| Doubles /BIP | 5.44% | ÷0.914 | ×0.830 | ×0.997 | ×1.012 | 4.99% |
| Triples /BIP | 0.29% | ÷0.900 | ×0.800 | ×0.997 | ×1.012 | 0.26% |
| Home runs /BIP | 1.43% | ÷1.238 | ×0.900 | — | ×1.012 | 1.05% |
Factors used: league row CAR. Park (home-season share, regressed): HR 148, 1B 101, 2B 83, 3B 80, K 99, BB 102 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.997.
Result: wOBA .287 → .240; ISO .084 → .066; BABIP .312 → .291. 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 AABowie Baysox · 32 PAwOBA .245 → .220 (−25)K% 6.2% → 7.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 6.25% | ÷0.970 | ×1.220 | — | — | 7.86% |
| BB% (unintentional) /PA | 15.62% | ÷1.061 | ×0.700 | — | ×1.042 | 10.74% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×1.042 | 0.00% |
| Singles /BIP | 20.00% | ÷0.993 | ×0.970 | — | ×1.042 | 20.35% |
| Doubles /BIP | 0.00% | ÷1.043 | ×0.860 | — | ×1.042 | 0.00% |
| Triples /BIP | 0.00% | ÷1.016 | ×0.950 | — | ×1.042 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.998 | ×0.780 | — | ×1.042 | 0.00% |
Factors used: league row EL. Park (home-season share, regressed): HR 100, 1B 99, 2B 109, 3B 103, K 94, BB 112 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average).
Result: wOBA .245 → .220; ISO .000 → .000; BABIP .200 → .203. 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 ADelmarva Shorebirds · 196 PAwOBA .380 → .317 (−62)K% 18.4% → 24.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.37% | ÷1.001 | ×1.340 | — | — | 24.58% |
| BB% (unintentional) /PA | 6.63% | ÷1.079 | ×0.660 | — | ×1.015 | 4.12% |
| HBP% /PA | 0.00% | — | ×0.770 | — | ×1.015 | 0.00% |
| Singles /BIP | 28.08% | ÷1.015 | ×0.920 | ×1.015 | ×1.015 | 26.23% |
| Doubles /BIP | 8.22% | ÷1.008 | ×0.820 | ×1.015 | ×1.015 | 6.89% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.940 | ×1.015 | ×1.015 | 0.00% |
| Home runs /BIP | 4.79% | ÷0.928 | ×0.820 | — | ×1.015 | 4.30% |
Factors used: league row SAL. Park (home-season share, regressed): HR 86, 1B 103, 2B 102, 3B 130, K 100, BB 116 — 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 ×1.015.
Result: wOBA .380 → .317; ISO .181 → .152; BABIP .379 → .343. 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 ROKGCL Orioles · 49 PAwOBA .196 → .130 (−65)K% 26.5% → 38.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.53% | ÷1.000 | ×1.440 | — | — | 38.20% |
| BB% (unintentional) /PA | 2.04% | ÷1.000 | ×0.620 | — | ×1.008 | 1.27% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×1.008 | 0.00% |
| Singles /BIP | 14.29% | ÷1.000 | ×0.820 | — | ×1.008 | 11.80% |
| Doubles /BIP | 5.71% | ÷1.000 | ×0.720 | — | ×1.008 | 4.15% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×1.008 | 0.00% |
| Home runs /BIP | 2.86% | ÷1.000 | ×0.780 | — | ×1.008 | 2.25% |
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).
Result: wOBA .196 → .130; ISO .104 → .067; BABIP .206 → .163. 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 ROKGCL Orioles · 132 PAwOBA .280 → .215 (−64)K% 14.4% → 20.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.39% | ÷1.000 | ×1.440 | — | — | 20.73% |
| BB% (unintentional) /PA | 7.58% | ÷1.000 | ×0.620 | — | ×1.022 | 4.80% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×1.022 | 0.00% |
| Singles /BIP | 20.39% | ÷1.000 | ×0.820 | ×1.050 | ×1.022 | 17.95% |
| Doubles /BIP | 7.77% | ÷1.000 | ×0.720 | ×1.050 | ×1.022 | 6.00% |
| Triples /BIP | 0.97% | ÷1.000 | ×0.720 | ×1.050 | ×1.022 | 0.75% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×1.022 | 0.00% |
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 18 vs a level average of 19.5 → +2.2% on BB/HBP/hit rates (1.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .280 → .215; ISO .082 → .060; BABIP .291 → .247. 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).