Corey Bird
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2018 | 22 | A+MIA | 145 | .215/.331/.240 | 0 | 5 | 45 | — | .192/.289/.216 |
| 2019 | 23 | AAMIA | 325 | .232/.287/.295 | 3 | 15 | 34 | — | .200/.240/.259 |
| 2021 | 25 | AAAMIA | 319 | .239/.332/.382 | 6 | 15 | 66 | — | .213/.282/.333 |
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) | |||||||||||||||||||||||||||||||
| 2017 | 21 | A+ | Jupiter Hammerheads | — | 127 | 113 | 31 | 3 | 0 | 1 | 10 | 9 | 0 | 5 | 4 | 274 | 333 | 327 | 661 | 53 | 286 | 7 | 8 | 294 | 63 | — | — | — | — | — | — |
| 2017 | 21 | A | Greensboro Grasshoppers | — | 331 | 279 | 82 | 13 | 5 | 1 | 28 | 59 | 3 | 23 | 9 | 294 | 365 | 387 | 752 | 93 | 363 | 18 | 8 | 319 | 78 | — | — | — | — | — | — |
| 2018 | 22 | A+ | Jupiter Hammerheads | — | 145 | 121 | 26 | 3 | 0 | 0 | 20 | 28 | 1 | 5 | 2 | 215 | 331 | 240 | 571 | 25 | 277 | 19 | 14 | 271 | 45 | — | — | — | — | — | — |
| 2019 | 23 | AA | Jacksonville Jumbo Shrimp | — | 325 | 298 | 69 | 6 | 2 | 3 | 20 | 51 | 3 | 15 | 3 | 232 | 287 | 295 | 582 | 64 | 269 | 16 | 6 | 264 | 34 | — | — | — | — | — | — |
| 2021 | 25 | AAA | Jacksonville Jumbo Shrimp | — | 319 | 280 | 67 | 18 | 2 | 6 | 37 | 67 | 2 | 15 | 2 | 239 | 332 | 382 | 714 | 143 | 295 | 21 | 12 | 324 | 66 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 21 | A+ MLE | Jupiter Hammerheads | — | 127 | 115 | 29 | 3 | 0 | 1 | 8 | 13 | 0 | 5 | 4 | 252 | 301 | 304 | 605 | 52 | 258 | 10 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Greensboro Grasshoppers | — | 331 | 288 | 80 | 11 | 4 | 1 | 19 | 78 | 3 | 23 | 9 | 278 | 329 | 354 | 683 | 76 | 337 | 24 | 6 | 284 | 78 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | Jupiter Hammerheads | — | 145 | 125 | 24 | 3 | 0 | 0 | 16 | 39 | 1 | 5 | 2 | 192 | 289 | 216 | 505 | 24 | 267 | 27 | 11 | 234 | 45 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | Jacksonville Jumbo Shrimp | — | 325 | 305 | 61 | 5 | 2 | 3 | 13 | 62 | 3 | 15 | 3 | 200 | 240 | 259 | 499 | 59 | 237 | 19 | 4 | 219 | 34 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Jacksonville Jumbo Shrimp | — | 319 | 291 | 62 | 16 | 2 | 5 | 26 | 82 | 2 | 15 | 2 | 213 | 282 | 333 | 615 | 120 | 273 | 26 | 8 | 266 | 66 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | 2 teams | — | 458 | 403 | 109 | 14 | 4 | 2 | 27 | 91 | 3 | 28 | 13 | 270 | 321 | 340 | 661 | 69 | 339 | 20 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2017 | 21 | A RAW | 2 teams | — | 458 | 392 | 113 | 16 | 5 | 2 | 38 | 68 | 3 | 28 | 13 | 288 | 356 | 370 | 726 | 82 | 338 | 15 | 8 | 312 | 74 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | Jupiter Hammerheads | — | 145 | 125 | 24 | 3 | 0 | 0 | 16 | 39 | 1 | 5 | 2 | 192 | 289 | 216 | 505 | 24 | 276 | 27 | 11 | 234 | 45 | — | — | — | — | — | — |
| 2018 | 22 | A+ RAW | Jupiter Hammerheads | — | 145 | 121 | 26 | 3 | 0 | 0 | 20 | 28 | 1 | 5 | 2 | 215 | 331 | 240 | 571 | 25 | 277 | 19 | 14 | 271 | 45 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | Jacksonville Jumbo Shrimp | — | 325 | 305 | 61 | 5 | 2 | 3 | 13 | 62 | 3 | 15 | 3 | 200 | 240 | 259 | 499 | 59 | 241 | 19 | 4 | 219 | 34 | — | — | — | — | — | — |
| 2019 | 23 | AA RAW | Jacksonville Jumbo Shrimp | — | 325 | 298 | 69 | 6 | 2 | 3 | 20 | 51 | 3 | 15 | 3 | 232 | 287 | 295 | 582 | 64 | 269 | 16 | 6 | 264 | 34 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Jacksonville Jumbo Shrimp | — | 319 | 291 | 62 | 16 | 2 | 5 | 26 | 82 | 2 | 15 | 2 | 213 | 282 | 333 | 615 | 120 | 279 | 26 | 8 | 266 | 66 | — | — | — | — | — | — |
| 2021 | 25 | AAA RAW | Jacksonville Jumbo Shrimp | — | 319 | 280 | 67 | 18 | 2 | 6 | 37 | 67 | 2 | 15 | 2 | 239 | 332 | 382 | 714 | 143 | 295 | 21 | 12 | 324 | 66 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | 2 teams | — | 458 | 425 | 109 | 14 | 4 | 2 | 27 | 91 | 3 | 28 | 13 | 256 | 321 | 322 | 643 | 66 | 315 | 20 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | Jupiter Hammerheads | — | 145 | 127 | 24 | 3 | 0 | 0 | 16 | 39 | 1 | 5 | 2 | 189 | 289 | 213 | 501 | 24 | 267 | 27 | 11 | 234 | 45 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | Jacksonville Jumbo Shrimp | — | 325 | 306 | 61 | 5 | 2 | 3 | 13 | 62 | 3 | 15 | 3 | 199 | 240 | 258 | 498 | 59 | 237 | 19 | 4 | 219 | 34 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Jacksonville Jumbo Shrimp | — | 319 | 288 | 62 | 16 | 2 | 5 | 26 | 82 | 2 | 15 | 2 | 215 | 282 | 337 | 619 | 122 | 273 | 26 | 8 | 266 | 66 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1247 | 1124 | 256 | 38 | 8 | 10 | 82 | 274 | 9 | 63 | 20 | 228 | 286 | 302 | 588 | 75 | 290 | 22 | 7 | 254 | 58 | -62 | +5 | +0 | +4 | +27 | -2.6 | |
| / 162G | — | MLE | — | 650 | 586 | 133 | 20 | 4 | 5 | 43 | 143 | 5 | 33 | 10 | 227 | 286 | 300 | 586 | 73 | 290 | 22 | 7 | 254 | 58 | -32 | +3 | +0 | +2 | +14 | -1.4 | |
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 AAAJacksonville Jumbo Shrimp · 319 PAwOBA .314 → .266 (−48)K% 21.0% → 25.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.00% | ÷0.985 | ×1.200 | — | — | 25.59% |
| BB% (unintentional) /PA | 11.29% | ÷0.994 | ×0.690 | — | ×1.018 | 7.98% |
| HBP% /PA | 0.63% | — | ×0.940 | — | ×1.018 | 0.60% |
| Singles /BIP | 19.25% | ÷0.971 | ×0.930 | ×0.981 | ×1.018 | 18.41% |
| Doubles /BIP | 8.45% | ÷0.933 | ×0.830 | ×0.981 | ×1.018 | 7.51% |
| Triples /BIP | 0.94% | ÷1.109 | ×0.920 | ×0.981 | ×1.018 | 0.78% |
| Home runs /BIP | 2.82% | ÷0.886 | ×0.700 | — | ×1.018 | 2.27% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 77, 1B 94, 2B 87, 3B 122, K 97, BB 99 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.981.
Result: wOBA .314 → .266; ISO .143 → .119; BABIP .295 → .273. 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 AAJacksonville Jumbo Shrimp · 325 PAwOBA .257 → .219 (−38)K% 15.7% → 19.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.69% | ÷1.007 | ×1.220 | — | — | 19.02% |
| BB% (unintentional) /PA | 5.85% | ÷1.015 | ×0.680 | — | ×1.012 | 3.96% |
| HBP% /PA | 0.92% | — | ×0.840 | — | ×1.012 | 0.78% |
| Singles /BIP | 23.48% | ÷1.008 | ×0.920 | ×0.950 | ×1.012 | 20.61% |
| Doubles /BIP | 2.43% | ÷0.975 | ×0.910 | ×0.950 | ×1.012 | 2.18% |
| Triples /BIP | 0.81% | ÷0.900 | ×0.880 | ×0.950 | ×1.012 | 0.76% |
| Home runs /BIP | 1.21% | ÷0.918 | ×0.800 | — | ×1.012 | 1.07% |
Factors used: league row SL. Park (home-season share, regressed): HR 84, 1B 102, 2B 95, 3B 80, K 101, BB 103 — 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 ×0.950.
Result: wOBA .257 → .219; ISO .064 → .057; BABIP .269 → .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).
2018 A+Jupiter Hammerheads · 145 PAwOBA .267 → .234 (−33)K% 19.3% → 27.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.31% | ÷1.009 | ×1.420 | — | — | 27.16% |
| BB% (unintentional) /PA | 13.79% | ÷0.967 | ×0.750 | — | ×0.998 | 10.67% |
| HBP% /PA | 0.69% | — | ×0.930 | — | ×0.998 | 0.64% |
| Singles /BIP | 24.73% | ÷1.018 | ×0.920 | ×1.050 | ×0.998 | 23.43% |
| Doubles /BIP | 3.23% | ÷0.903 | ×0.960 | ×1.050 | ×0.998 | 3.60% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.810 | ×1.050 | ×0.998 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.850 | ×0.880 | — | ×0.998 | 0.00% |
Factors used: league row FSL. Park (home-season share, regressed): HR 70, 1B 104, 2B 80, 3B 130, K 102, BB 93 — 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 ×1.050.
Result: wOBA .267 → .234; ISO .025 → .027; BABIP .277 → .267. 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 AGreensboro Grasshoppers · 331 PAwOBA .315 → .284 (−31)K% 17.8% → 23.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.82% | ÷1.013 | ×1.340 | — | — | 23.57% |
| BB% (unintentional) /PA | 8.46% | ÷0.991 | ×0.660 | — | — | 5.63% |
| HBP% /PA | 0.91% | — | ×0.770 | — | — | 0.70% |
| Singles /BIP | 28.64% | ÷0.994 | ×0.920 | ×1.038 | — | 27.52% |
| Doubles /BIP | 5.91% | ÷1.066 | ×0.820 | ×1.038 | — | 4.72% |
| Triples /BIP | 2.27% | ÷1.150 | ×0.940 | ×1.038 | — | 1.93% |
| Home runs /BIP | 0.45% | ÷1.168 | ×0.820 | — | — | 0.32% |
Factors used: league row SAL. Park (home-season share, regressed): HR 134, 1B 99, 2B 113, 3B 130, K 103, BB 98 — 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 ×1.038.
Result: wOBA .315 → .284; ISO .093 → .079; BABIP .363 → .337. 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+Jupiter Hammerheads · 127 PAwOBA .291 → .262 (−29)K% 7.1% → 10.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 7.09% | ÷0.995 | ×1.420 | — | — | 10.12% |
| BB% (unintentional) /PA | 7.87% | ÷0.947 | ×0.750 | — | ×1.012 | 6.31% |
| HBP% /PA | 0.00% | — | ×0.930 | — | ×1.012 | 0.00% |
| Singles /BIP | 25.96% | ÷1.046 | ×0.920 | ×1.013 | ×1.012 | 23.41% |
| Doubles /BIP | 2.88% | ÷1.094 | ×0.960 | ×1.013 | ×1.012 | 2.60% |
| Triples /BIP | 0.00% | ÷1.131 | ×0.810 | ×1.013 | ×1.012 | 0.00% |
| Home runs /BIP | 0.96% | ÷0.944 | ×0.880 | — | ×1.012 | 0.91% |
Factors used: league row FSL. Park (home-season share, regressed): HR 89, 1B 109, 2B 119, 3B 126, K 99, BB 89 — 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 ×1.013.
Result: wOBA .291 → .262; ISO .053 → .050; BABIP .286 → .258. 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).