Ryan Ripken
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2018 | 25 | ABAL | 421 | .244/.281/.327 | 7 | 0 | 35 | — | .204/.229/.270 |
| 2019 | 26 | AA/A+2 orgs | 296 | .276/.312/.409 | 6 | 0 | 43 | — | .211/.237/.305 |
| 2021 | 28 | AAABAL | 164 | .167/.222/.233 | 1 | 1 | 1 | — | .148/.185/.206 |
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) | |||||||||||||||||||||||||||||||
| 2014 | 21 | ROK | GCL Nationals | — | 55 | 51 | 8 | 1 | 0 | 1 | 4 | 10 | 0 | 0 | 0 | 157 | 218 | 235 | 453 | 78 | 175 | 18 | 7 | 211 | -14 | — | — | — | — | — | — |
| 2015 | 22 | ROK | GCL Nationals | — | 98 | 92 | 23 | 6 | 2 | 1 | 5 | 15 | 1 | 0 | 1 | 250 | 296 | 391 | 687 | 141 | 289 | 15 | 5 | 305 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A | Hagerstown Suns | — | 170 | 163 | 31 | 5 | 0 | 1 | 5 | 38 | 0 | 0 | 0 | 190 | 214 | 239 | 454 | 49 | 238 | 22 | 3 | 204 | 4 | — | — | — | — | — | — |
| 2018 | 25 | A | Delmarva Shorebirds | — | 421 | 398 | 97 | 12 | 0 | 7 | 20 | 77 | 1 | 0 | 0 | 244 | 281 | 327 | 608 | 83 | 286 | 18 | 5 | 274 | 35 | — | — | — | — | — | — |
| 2019 | 26 | AA | Bowie Baysox | — | 108 | 103 | 29 | 5 | 1 | 1 | 4 | 24 | 1 | 0 | 0 | 282 | 315 | 379 | 693 | 97 | 359 | 22 | 4 | 311 | 47 | — | — | — | — | — | — |
| 2019 | 26 | A+ | Frederick Keys | — | 188 | 176 | 48 | 10 | 1 | 5 | 8 | 46 | 2 | 0 | 1 | 273 | 310 | 426 | 736 | 153 | 341 | 24 | 4 | 324 | 41 | — | — | — | — | — | — |
| 2021 | 28 | AAA | Norfolk Tides | — | 164 | 150 | 25 | 5 | 1 | 1 | 11 | 51 | 0 | 1 | 0 | 167 | 222 | 233 | 456 | 67 | 242 | 31 | 7 | 208 | 1 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2014 | 21 | ROK MLE | GCL Nationals | — | 55 | 53 | 7 | 1 | 0 | 1 | 2 | 14 | 0 | 0 | 0 | 132 | 164 | 208 | 371 | 75 | 145 | 25 | 4 | 148 | -14 | — | — | — | — | — | — |
| 2015 | 22 | ROK MLE | GCL Nationals | — | 98 | 95 | 17 | 4 | 1 | 1 | 2 | 22 | 1 | 0 | 1 | 179 | 204 | 274 | 478 | 95 | 232 | 22 | 2 | 216 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Hagerstown Suns | — | 170 | 165 | 28 | 4 | 0 | 1 | 3 | 51 | 0 | 0 | 0 | 170 | 185 | 212 | 397 | 42 | 234 | 30 | 2 | 174 | 4 | — | — | — | — | — | — |
| 2018 | 25 | A MLE | Delmarva Shorebirds | — | 421 | 407 | 83 | 9 | 0 | 6 | 12 | 106 | 1 | 0 | 0 | 204 | 229 | 270 | 499 | 66 | 259 | 25 | 3 | 220 | 35 | — | — | — | — | — | — |
| 2019 | 26 | AA MLE | Bowie Baysox | — | 108 | 104 | 24 | 4 | 1 | 1 | 3 | 31 | 1 | 0 | 0 | 231 | 259 | 317 | 577 | 87 | 311 | 29 | 3 | 238 | 47 | — | — | — | — | — | — |
| 2019 | 26 | A+ MLE | Frederick Keys | — | 188 | 181 | 36 | 7 | 1 | 3 | 4 | 65 | 2 | 0 | 1 | 199 | 225 | 298 | 523 | 99 | 284 | 35 | 2 | 229 | 41 | — | — | — | — | — | — |
| 2021 | 28 | AAA MLE | Norfolk Tides | — | 164 | 155 | 23 | 4 | 1 | 1 | 7 | 62 | 0 | 1 | 0 | 148 | 185 | 206 | 392 | 58 | 232 | 38 | 4 | 170 | 1 | — | — | — | — | — | — |
| 2014 | 21 | ROK MLE | GCL Nationals | — | 55 | 53 | 7 | 1 | 0 | 1 | 2 | 14 | 0 | 0 | 0 | 132 | 164 | 208 | 371 | 75 | 158 | 25 | 4 | 148 | -14 | — | — | — | — | — | — |
| 2014 | 21 | ROK RAW | GCL Nationals | — | 55 | 51 | 8 | 1 | 0 | 1 | 4 | 10 | 0 | 0 | 0 | 157 | 218 | 235 | 453 | 78 | 175 | 18 | 7 | 211 | -14 | — | — | — | — | — | — |
| 2015 | 22 | ROK MLE | GCL Nationals | — | 98 | 95 | 17 | 4 | 1 | 1 | 2 | 22 | 1 | 0 | 1 | 179 | 204 | 274 | 478 | 95 | 222 | 22 | 2 | 216 | 32 | — | — | — | — | — | — |
| 2015 | 22 | ROK RAW | GCL Nationals | — | 98 | 92 | 23 | 6 | 2 | 1 | 5 | 15 | 1 | 0 | 1 | 250 | 296 | 391 | 687 | 141 | 289 | 15 | 5 | 305 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Hagerstown Suns | — | 170 | 165 | 28 | 4 | 0 | 1 | 3 | 51 | 0 | 0 | 0 | 170 | 185 | 212 | 397 | 42 | 235 | 30 | 2 | 174 | 4 | — | — | — | — | — | — |
| 2016 | 23 | A RAW | Hagerstown Suns | — | 170 | 163 | 31 | 5 | 0 | 1 | 5 | 38 | 0 | 0 | 0 | 190 | 214 | 239 | 454 | 49 | 238 | 22 | 3 | 204 | 4 | — | — | — | — | — | — |
| 2018 | 25 | A MLE | Delmarva Shorebirds | — | 421 | 407 | 83 | 9 | 0 | 6 | 12 | 106 | 1 | 0 | 0 | 204 | 229 | 270 | 499 | 66 | 260 | 25 | 3 | 220 | 35 | — | — | — | — | — | — |
| 2018 | 25 | A RAW | Delmarva Shorebirds | — | 421 | 398 | 97 | 12 | 0 | 7 | 20 | 77 | 1 | 0 | 0 | 244 | 281 | 327 | 608 | 83 | 286 | 18 | 5 | 274 | 35 | — | — | — | — | — | — |
| 2019 | 26 | A+ MLE | 2 teams | — | 296 | 286 | 59 | 11 | 1 | 4 | 6 | 96 | 3 | 0 | 1 | 206 | 231 | 294 | 524 | 87 | 294 | 32 | 2 | 232 | 43 | — | — | — | — | — | — |
| 2019 | 26 | A+ RAW | 2 teams | — | 296 | 279 | 77 | 15 | 2 | 6 | 12 | 70 | 3 | 0 | 1 | 276 | 312 | 409 | 720 | 133 | 348 | 24 | 4 | 319 | 43 | — | — | — | — | — | — |
| 2021 | 28 | AAA MLE | Norfolk Tides | — | 164 | 155 | 23 | 4 | 1 | 1 | 7 | 62 | 0 | 1 | 0 | 148 | 185 | 206 | 392 | 58 | 237 | 38 | 4 | 170 | 1 | — | — | — | — | — | — |
| 2021 | 28 | AAA RAW | Norfolk Tides | — | 164 | 150 | 25 | 5 | 1 | 1 | 11 | 51 | 0 | 1 | 0 | 167 | 222 | 233 | 456 | 67 | 242 | 31 | 7 | 208 | 1 | — | — | — | — | — | — |
| 2014 | 21 | ROK MLE | GCL Nationals | — | 55 | 53 | 7 | 1 | 0 | 1 | 2 | 14 | 0 | 0 | 0 | 132 | 164 | 208 | 371 | 75 | 145 | 25 | 4 | 148 | -14 | — | — | — | — | — | — |
| 2015 | 22 | ROK MLE | GCL Nationals | — | 98 | 95 | 17 | 4 | 1 | 1 | 2 | 22 | 1 | 0 | 1 | 179 | 204 | 274 | 478 | 95 | 232 | 22 | 2 | 216 | 32 | — | — | — | — | — | — |
| 2016 | 23 | A MLE | Hagerstown Suns | — | 170 | 165 | 28 | 4 | 0 | 1 | 3 | 51 | 0 | 0 | 0 | 170 | 185 | 212 | 397 | 42 | 234 | 30 | 2 | 174 | 4 | — | — | — | — | — | — |
| 2018 | 25 | A MLE | Delmarva Shorebirds | — | 421 | 405 | 83 | 9 | 0 | 6 | 12 | 106 | 1 | 0 | 0 | 205 | 229 | 272 | 500 | 67 | 259 | 25 | 3 | 220 | 35 | — | — | — | — | — | — |
| 2019 | 26 | A+ MLE | 2 teams | — | 296 | 285 | 59 | 11 | 1 | 4 | 6 | 96 | 3 | 0 | 1 | 207 | 231 | 295 | 525 | 88 | 294 | 32 | 2 | 232 | 43 | — | — | — | — | — | — |
| 2021 | 28 | AAA MLE | Norfolk Tides | — | 164 | 156 | 23 | 4 | 1 | 1 | 7 | 62 | 0 | 1 | 0 | 147 | 185 | 205 | 390 | 58 | 232 | 38 | 4 | 170 | 1 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1204 | 1161 | 217 | 33 | 3 | 14 | 32 | 351 | 5 | 1 | 2 | 187 | 212 | 257 | 469 | 70 | 253 | 29 | 3 | 206 | 26 | -107 | -1 | +0 | -22 | +26 | -10.5 | |
| / 162G | — | MLE | — | 650 | 627 | 118 | 18 | 2 | 8 | 17 | 189 | 3 | 1 | 1 | 188 | 214 | 262 | 475 | 73 | 254 | 29 | 3 | 206 | 26 | -58 | -0 | +0 | -12 | +14 | -5.6 | |
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 AAANorfolk Tides · 164 PAwOBA .204 → .170 (−33)K% 31.1% → 38.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.10% | ÷0.982 | ×1.200 | — | — | 38.01% |
| BB% (unintentional) /PA | 6.71% | ÷1.030 | ×0.690 | — | ×0.992 | 4.46% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.992 | 0.00% |
| Singles /BIP | 18.18% | ÷0.981 | ×0.930 | ×1.050 | ×0.992 | 17.96% |
| Doubles /BIP | 5.05% | ÷0.977 | ×0.830 | ×1.050 | ×0.992 | 4.47% |
| Triples /BIP | 1.01% | ÷1.150 | ×0.920 | ×1.050 | ×0.992 | 0.84% |
| Home runs /BIP | 1.01% | ÷1.009 | ×0.700 | — | ×0.992 | 0.70% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 96, 2B 95, 3B 130, K 96, BB 106 — applied at half strength. Age: age 28 vs a level average of 27.2 → −0.8% on BB/HBP/hit rates (0.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .204 → .170; ISO .067 → .052; BABIP .242 → .232. 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+Frederick Keys · 188 PAwOBA .314 → .229 (−85)K% 24.5% → 34.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.47% | ÷1.001 | ×1.420 | — | — | 34.69% |
| BB% (unintentional) /PA | 3.72% | ÷1.111 | ×0.630 | — | ×0.968 | 2.04% |
| HBP% /PA | 1.06% | — | ×0.860 | — | ×0.968 | 0.89% |
| Singles /BIP | 24.62% | ÷1.008 | ×0.940 | ×0.950 | ×0.968 | 21.11% |
| Doubles /BIP | 7.69% | ÷0.969 | ×0.830 | ×0.950 | ×0.968 | 6.06% |
| Triples /BIP | 0.77% | ÷0.900 | ×0.800 | ×0.950 | ×0.968 | 0.63% |
| Home runs /BIP | 3.85% | ÷1.135 | ×0.900 | — | ×0.968 | 2.95% |
Factors used: league row CAR. Park (home-season share, regressed): HR 127, 1B 102, 2B 94, 3B 80, K 100, BB 122 — applied at half strength. Age: age 26 vs a level average of 22.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .314 → .229; ISO .153 → .108; BABIP .341 → .284. 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 AABowie Baysox · 108 PAwOBA .302 → .238 (−65)K% 22.2% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.22% | ÷0.940 | ×1.220 | — | — | 28.84% |
| BB% (unintentional) /PA | 3.70% | ÷1.020 | ×0.700 | — | ×0.988 | 2.51% |
| HBP% /PA | 0.93% | — | ×0.850 | — | ×0.988 | 0.78% |
| Singles /BIP | 27.85% | ÷1.031 | ×0.970 | ×0.950 | ×0.988 | 24.58% |
| Doubles /BIP | 6.33% | ÷0.987 | ×0.860 | ×0.950 | ×0.988 | 5.18% |
| Triples /BIP | 1.27% | ÷1.116 | ×0.950 | ×0.950 | ×0.988 | 1.01% |
| Home runs /BIP | 1.27% | ÷0.987 | ×0.780 | — | ×0.988 | 0.99% |
Factors used: league row EL. Park (home-season share, regressed): HR 97, 1B 106, 2B 97, 3B 123, K 88, BB 104 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .302 → .238; ISO .097 → .072; BABIP .359 → .311. 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 ADelmarva Shorebirds · 421 PAwOBA .267 → .220 (−47)K% 18.3% → 25.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.29% | ÷0.977 | ×1.340 | — | — | 25.08% |
| BB% (unintentional) /PA | 4.75% | ÷1.036 | ×0.660 | — | ×0.970 | 2.93% |
| HBP% /PA | 0.24% | — | ×0.770 | — | ×0.970 | 0.18% |
| Singles /BIP | 24.30% | ÷0.974 | ×0.920 | ×1.005 | ×0.970 | 22.38% |
| Doubles /BIP | 3.74% | ÷0.953 | ×0.820 | ×1.005 | ×0.970 | 3.13% |
| Triples /BIP | 0.00% | ÷1.054 | ×0.940 | ×1.005 | ×0.970 | 0.00% |
| Home runs /BIP | 2.18% | ÷0.872 | ×0.820 | — | ×0.970 | 1.99% |
Factors used: league row SAL. Park (home-season share, regressed): HR 74, 1B 95, 2B 91, 3B 111, K 95, BB 107 — applied at half strength. Age: age 25 vs a level average of 22.0 → −3.0% on BB/HBP/hit rates (3.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.005.
Result: wOBA .267 → .220; ISO .083 → .069; BABIP .286 → .259. 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 AHagerstown Suns · 170 PAwOBA .200 → .174 (−27)K% 22.4% → 29.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.35% | ÷1.002 | ×1.340 | — | — | 29.89% |
| BB% (unintentional) /PA | 2.94% | ÷0.960 | ×0.660 | — | ×0.990 | 2.00% |
| HBP% /PA | 0.00% | — | ×0.770 | — | ×0.990 | 0.00% |
| Singles /BIP | 20.00% | ÷0.954 | ×0.920 | ×1.050 | ×0.990 | 20.05% |
| Doubles /BIP | 4.00% | ÷0.946 | ×0.820 | ×1.050 | ×0.990 | 3.60% |
| Triples /BIP | 0.00% | ÷0.950 | ×0.940 | ×1.050 | ×0.990 | 0.00% |
| Home runs /BIP | 0.80% | ÷1.245 | ×0.820 | — | ×0.990 | 0.52% |
Factors used: league row SAL. Park (home-season share, regressed): HR 149, 1B 91, 2B 89, 3B 90, K 100, BB 92 — 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 .200 → .174; ISO .049 → .037; BABIP .238 → .234. 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).
2015 ROKGCL Nationals · 98 PAwOBA .293 → .216 (−77)K% 15.3% → 22.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.31% | ÷1.000 | ×1.440 | — | — | 22.04% |
| BB% (unintentional) /PA | 4.08% | ÷1.000 | ×0.620 | — | ×0.975 | 2.47% |
| HBP% /PA | 1.02% | — | ×0.720 | — | ×0.975 | 0.72% |
| Singles /BIP | 18.18% | ÷1.000 | ×0.820 | ×1.050 | ×0.975 | 15.26% |
| Doubles /BIP | 7.79% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 5.74% |
| Triples /BIP | 2.60% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 1.91% |
| Home runs /BIP | 1.30% | ÷1.000 | ×0.780 | — | ×0.975 | 0.99% |
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 .293 → .216; ISO .141 → .100; BABIP .289 → .232. 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 Nationals · 55 PAwOBA .205 → .148 (−57)K% 18.2% → 26.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.18% | ÷1.000 | ×1.440 | — | — | 26.18% |
| BB% (unintentional) /PA | 7.27% | ÷1.000 | ×0.620 | — | ×0.985 | 4.44% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 14.63% | ÷1.000 | ×0.820 | ×1.050 | ×0.985 | 12.41% |
| Doubles /BIP | 2.44% | ÷1.000 | ×0.720 | ×1.050 | ×0.985 | 1.82% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | ×1.050 | ×0.985 | 0.00% |
| Home runs /BIP | 2.44% | ÷1.000 | ×0.780 | — | ×0.985 | 1.87% |
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 ×1.050.
Result: wOBA .205 → .148; ISO .078 → .056; BABIP .175 → .145. 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).