Stephen Wrenn
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2018 | 23 | AAHOU | 532 | .248/.321/.371 | 9 | 44 | 50 | — | .202/.258/.296 |
| 2019 | 24 | AAHOU | 438 | .247/.339/.411 | 8 | 24 | 61 | — | .198/.270/.325 |
| 2021 | 26 | AASEA | 354 | .244/.334/.377 | 7 | 23 | 54 | — | .199/.263/.304 |
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 | 21 | A | Quad Cities River Bandits | — | 150 | 140 | 33 | 7 | 3 | 3 | 7 | 38 | 1 | 7 | 2 | 236 | 277 | 393 | 670 | 157 | 303 | 25 | 5 | 292 | 30 | — | — | — | — | — | — |
| 2017 | 22 | A+ | Buies Creek Astros | — | 353 | 306 | 74 | 7 | 4 | 4 | 32 | 66 | 3 | 10 | 5 | 242 | 320 | 330 | 650 | 88 | 292 | 19 | 9 | 288 | 43 | — | — | — | — | — | — |
| 2017 | 22 | A | Quad Cities River Bandits | — | 182 | 160 | 46 | 10 | 2 | 3 | 18 | 46 | 1 | 8 | 2 | 287 | 363 | 431 | 794 | 144 | 387 | 25 | 10 | 350 | 63 | — | — | — | — | — | — |
| 2018 | 23 | AA | Corpus Christi Hooks | — | 532 | 472 | 117 | 23 | 4 | 9 | 44 | 138 | 7 | 44 | 10 | 248 | 321 | 371 | 692 | 123 | 328 | 26 | 8 | 308 | 50 | — | — | — | — | — | — |
| 2019 | 24 | AA | Corpus Christi Hooks | — | 438 | 380 | 94 | 22 | 8 | 8 | 43 | 109 | 10 | 24 | 5 | 247 | 339 | 411 | 750 | 163 | 322 | 25 | 10 | 333 | 61 | — | — | — | — | — | — |
| 2021 | 26 | AA | Arkansas Travelers | — | 354 | 308 | 75 | 12 | 4 | 7 | 33 | 108 | 9 | 23 | 5 | 244 | 334 | 377 | 711 | 133 | 345 | 31 | 9 | 320 | 54 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 21 | A MLE | Quad Cities River Bandits | — | 150 | 142 | 24 | 4 | 2 | 2 | 5 | 53 | 1 | 7 | 2 | 169 | 203 | 268 | 470 | 99 | 255 | 35 | 3 | 213 | 30 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | Buies Creek Astros | — | 353 | 318 | 65 | 6 | 3 | 3 | 20 | 98 | 3 | 10 | 5 | 204 | 258 | 270 | 529 | 66 | 265 | 28 | 6 | 232 | 43 | — | — | — | — | — | — |
| 2017 | 22 | A MLE | Quad Cities River Bandits | — | 182 | 165 | 36 | 8 | 1 | 2 | 13 | 59 | 1 | 8 | 2 | 218 | 279 | 315 | 594 | 97 | 323 | 32 | 7 | 261 | 63 | — | — | — | — | — | — |
| 2018 | 23 | AA MLE | Corpus Christi Hooks | — | 532 | 486 | 98 | 17 | 4 | 7 | 30 | 169 | 7 | 44 | 10 | 202 | 258 | 296 | 554 | 95 | 280 | 32 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2019 | 24 | AA MLE | Corpus Christi Hooks | — | 438 | 394 | 78 | 18 | 7 | 6 | 29 | 139 | 10 | 24 | 5 | 198 | 270 | 325 | 595 | 127 | 275 | 32 | 7 | 258 | 61 | — | — | — | — | — | — |
| 2021 | 26 | AA MLE | Arkansas Travelers | — | 354 | 322 | 64 | 10 | 3 | 6 | 19 | 130 | 9 | 23 | 5 | 199 | 263 | 304 | 567 | 106 | 295 | 37 | 5 | 248 | 54 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Quad Cities River Bandits | — | 150 | 142 | 24 | 4 | 2 | 2 | 5 | 53 | 1 | 7 | 2 | 169 | 203 | 268 | 470 | 99 | 253 | 35 | 3 | 213 | 30 | — | — | — | — | — | — |
| 2016 | 21 | A RAW | Quad Cities River Bandits | — | 150 | 140 | 33 | 7 | 3 | 3 | 7 | 38 | 1 | 7 | 2 | 236 | 277 | 393 | 670 | 157 | 303 | 25 | 5 | 292 | 30 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | 2 teams | — | 535 | 484 | 101 | 13 | 5 | 5 | 32 | 157 | 4 | 18 | 7 | 209 | 263 | 287 | 551 | 79 | 294 | 29 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2017 | 22 | A+ RAW | 2 teams | — | 535 | 466 | 120 | 17 | 6 | 7 | 50 | 112 | 4 | 18 | 7 | 258 | 335 | 365 | 699 | 107 | 322 | 21 | 9 | 309 | 50 | — | — | — | — | — | — |
| 2018 | 23 | AA MLE | Corpus Christi Hooks | — | 532 | 486 | 98 | 17 | 4 | 7 | 30 | 169 | 7 | 44 | 10 | 202 | 258 | 296 | 554 | 95 | 290 | 32 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2018 | 23 | AA RAW | Corpus Christi Hooks | — | 532 | 472 | 117 | 23 | 4 | 9 | 44 | 138 | 7 | 44 | 10 | 248 | 321 | 371 | 692 | 123 | 328 | 26 | 8 | 308 | 50 | — | — | — | — | — | — |
| 2019 | 24 | AA MLE | Corpus Christi Hooks | — | 438 | 394 | 78 | 18 | 7 | 6 | 29 | 139 | 10 | 24 | 5 | 198 | 270 | 325 | 595 | 127 | 285 | 32 | 7 | 258 | 61 | — | — | — | — | — | — |
| 2019 | 24 | AA RAW | Corpus Christi Hooks | — | 438 | 380 | 94 | 22 | 8 | 8 | 43 | 109 | 10 | 24 | 5 | 247 | 339 | 411 | 750 | 163 | 322 | 25 | 10 | 333 | 61 | — | — | — | — | — | — |
| 2021 | 26 | AA MLE | Arkansas Travelers | — | 354 | 322 | 64 | 10 | 3 | 6 | 19 | 130 | 9 | 23 | 5 | 199 | 263 | 304 | 567 | 106 | 305 | 37 | 5 | 248 | 54 | — | — | — | — | — | — |
| 2021 | 26 | AA RAW | Arkansas Travelers | — | 354 | 308 | 75 | 12 | 4 | 7 | 33 | 108 | 9 | 23 | 5 | 244 | 334 | 377 | 711 | 133 | 345 | 31 | 9 | 320 | 54 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Quad Cities River Bandits | — | 150 | 143 | 24 | 4 | 2 | 2 | 5 | 53 | 1 | 7 | 2 | 168 | 203 | 266 | 468 | 98 | 255 | 35 | 3 | 213 | 30 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | 2 teams | — | 535 | 494 | 101 | 13 | 5 | 5 | 32 | 157 | 4 | 18 | 7 | 204 | 263 | 281 | 545 | 77 | 285 | 29 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2018 | 23 | AA MLE | Corpus Christi Hooks | — | 532 | 490 | 98 | 17 | 4 | 7 | 30 | 169 | 7 | 44 | 10 | 200 | 258 | 294 | 552 | 94 | 280 | 32 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2019 | 24 | AA MLE | Corpus Christi Hooks | — | 438 | 396 | 78 | 18 | 7 | 6 | 29 | 139 | 10 | 24 | 5 | 197 | 270 | 323 | 593 | 126 | 275 | 32 | 7 | 258 | 61 | — | — | — | — | — | — |
| 2021 | 26 | AA MLE | Arkansas Travelers | — | 354 | 323 | 64 | 10 | 3 | 6 | 19 | 130 | 9 | 23 | 5 | 198 | 263 | 303 | 566 | 105 | 295 | 37 | 5 | 248 | 54 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 2009 | 1828 | 365 | 62 | 21 | 26 | 115 | 648 | 31 | 116 | 29 | 200 | 259 | 299 | 558 | 100 | 290 | 32 | 6 | 244 | 52 | -116 | +12 | +0 | +7 | +44 | -5.5 | |
| / 162G | — | MLE | — | 650 | 591 | 118 | 20 | 7 | 8 | 37 | 210 | 10 | 38 | 9 | 200 | 258 | 298 | 556 | 98 | 291 | 32 | 6 | 244 | 52 | -38 | +4 | +0 | +2 | +14 | -1.7 | |
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.
2021 AAArkansas Travelers · 354 PAwOBA .315 → .248 (−67)K% 30.5% → 36.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.51% | ÷1.013 | ×1.220 | — | — | 36.73% |
| BB% (unintentional) /PA | 9.32% | ÷1.144 | ×0.690 | — | ×0.978 | 5.50% |
| HBP% /PA | 2.54% | — | ×0.850 | — | ×0.978 | 2.11% |
| Singles /BIP | 26.00% | ÷0.999 | ×0.940 | ×0.950 | ×0.978 | 22.73% |
| Doubles /BIP | 6.00% | ÷0.975 | ×0.870 | ×0.950 | ×0.978 | 4.97% |
| Triples /BIP | 2.00% | ÷1.150 | ×0.920 | ×0.950 | ×0.978 | 1.49% |
| Home runs /BIP | 3.50% | ÷0.892 | ×0.780 | — | ×0.978 | 2.99% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 78, 1B 100, 2B 95, 3B 130, K 103, BB 129 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .315 → .248; ISO .133 → .108; BABIP .345 → .295. 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 · 438 PAwOBA .328 → .258 (−70)K% 24.9% → 31.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.89% | ÷0.958 | ×1.220 | — | — | 31.70% |
| BB% (unintentional) /PA | 9.82% | ÷1.043 | ×0.700 | — | ×0.998 | 6.58% |
| HBP% /PA | 2.28% | — | ×0.870 | — | ×0.998 | 1.98% |
| Singles /BIP | 20.66% | ÷1.011 | ×0.920 | ×0.950 | ×0.998 | 17.83% |
| Doubles /BIP | 8.12% | ÷0.949 | ×0.840 | ×0.950 | ×0.998 | 6.81% |
| Triples /BIP | 2.95% | ÷0.995 | ×0.940 | ×0.950 | ×0.998 | 2.64% |
| Home runs /BIP | 2.95% | ÷1.067 | ×0.800 | — | ×0.998 | 2.21% |
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 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .328 → .258; ISO .163 → .129; BABIP .322 → .275. 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 AACorpus Christi Hooks · 532 PAwOBA .302 → .242 (−61)K% 25.9% → 31.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.94% | ÷0.997 | ×1.220 | — | — | 31.75% |
| BB% (unintentional) /PA | 8.27% | ÷1.036 | ×0.700 | — | ×1.012 | 5.65% |
| HBP% /PA | 1.32% | — | ×0.870 | — | ×1.012 | 1.16% |
| Singles /BIP | 24.25% | ÷1.023 | ×0.920 | ×0.965 | ×1.012 | 21.29% |
| Doubles /BIP | 6.89% | ÷1.075 | ×0.840 | ×0.965 | ×1.012 | 5.25% |
| Triples /BIP | 1.20% | ÷0.900 | ×0.940 | ×0.965 | ×1.012 | 1.22% |
| Home runs /BIP | 2.69% | ÷1.059 | ×0.800 | — | ×1.012 | 2.06% |
Factors used: league row TL. Park (home-season share, regressed): HR 112, 1B 105, 2B 115, 3B 80, K 99, BB 107 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.965.
Result: wOBA .302 → .242; ISO .123 → .096; BABIP .328 → .280. 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+Buies Creek Astros · 353 PAwOBA .283 → .232 (−51)K% 18.7% → 27.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.70% | ÷0.954 | ×1.420 | — | — | 27.82% |
| BB% (unintentional) /PA | 8.78% | ÷0.981 | ×0.630 | — | ×0.998 | 5.63% |
| HBP% /PA | 0.85% | — | ×0.860 | — | ×0.998 | 0.73% |
| Singles /BIP | 24.58% | ÷0.999 | ×0.940 | ×0.986 | ×0.998 | 22.77% |
| Doubles /BIP | 2.92% | ÷0.990 | ×0.830 | ×0.986 | ×0.998 | 2.41% |
| Triples /BIP | 1.67% | ÷0.984 | ×0.800 | ×0.986 | ×0.998 | 1.33% |
| Home runs /BIP | 1.67% | ÷1.006 | ×0.900 | — | ×0.998 | 1.49% |
Factors used: league row CAR. Park (home-season share, regressed): HR 101, 1B 100, 2B 98, 3B 97, K 91, BB 96 — 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 ×0.986.
Result: wOBA .283 → .232; ISO .088 → .072; BABIP .292 → .265. 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 AQuad Cities River Bandits · 182 PAwOBA .341 → .261 (−80)K% 25.3% → 32.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.27% | ÷1.057 | ×1.360 | — | — | 32.53% |
| BB% (unintentional) /PA | 9.89% | ÷0.982 | ×0.690 | — | ×0.990 | 6.88% |
| HBP% /PA | 0.55% | — | ×0.780 | — | ×0.990 | 0.42% |
| Singles /BIP | 27.19% | ÷1.017 | ×0.920 | ×0.952 | ×0.990 | 23.20% |
| Doubles /BIP | 8.77% | ÷0.956 | ×0.830 | ×0.952 | ×0.990 | 7.18% |
| Triples /BIP | 1.75% | ÷1.150 | ×0.910 | ×0.952 | ×0.990 | 1.31% |
| Home runs /BIP | 2.63% | ÷1.154 | ×0.800 | — | ×0.990 | 1.81% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 131, 1B 103, 2B 91, 3B 130, K 111, BB 96 — 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 ×0.952.
Result: wOBA .341 → .261; ISO .144 → .104; BABIP .387 → .323. 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 AQuad Cities River Bandits · 150 PAwOBA .284 → .213 (−71)K% 25.3% → 35.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.33% | ÷0.982 | ×1.360 | — | — | 35.07% |
| BB% (unintentional) /PA | 4.67% | ÷1.044 | ×0.690 | — | — | 3.08% |
| HBP% /PA | 0.67% | — | ×0.780 | — | — | 0.52% |
| Singles /BIP | 19.61% | ÷1.022 | ×0.920 | ×0.989 | — | 17.46% |
| Doubles /BIP | 6.86% | ÷1.185 | ×0.830 | ×0.989 | — | 4.75% |
| Triples /BIP | 2.94% | ÷1.004 | ×0.910 | ×0.989 | — | 2.64% |
| Home runs /BIP | 2.94% | ÷0.911 | ×0.800 | — | — | 2.58% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 82, 1B 104, 2B 137, 3B 101, K 96, BB 109 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.989.
Result: wOBA .284 → .213; ISO .157 → .117; BABIP .303 → .255. 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).