Brandon Wagner
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2018 | 22 | AA/A+2 orgs | 518 | .267/.383/.461 | 21 | 2 | 82 | — | .213/.309/.345 |
| 2019 | 23 | AA/INTL2 orgs | 540 | .183/.299/.291 | 10 | 1 | 38 | — | .144/.236/.220 |
| 2021 | 25 | AAA/AA2 orgs | 189 | .168/.305/.258 | 4 | 1 | 28 | — | .139/.241/.188 |
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 | 20 | ROK | Pulaski Yankees | — | 218 | 187 | 50 | 12 | 1 | 8 | 28 | 46 | 2 | 2 | 3 | 267 | 369 | 471 | 839 | 203 | 316 | 21 | 13 | 371 | 62 | — | — | — | — | — | — |
| 2017 | 21 | A | Charleston RiverDogs | — | 439 | 372 | 103 | 20 | 1 | 7 | 57 | 116 | 7 | 1 | 0 | 277 | 383 | 392 | 776 | 116 | 381 | 26 | 13 | 352 | 69 | — | — | — | — | — | — |
| 2018 | 22 | AA | Trenton Thunder | — | 159 | 130 | 34 | 8 | 0 | 1 | 27 | 38 | 1 | 1 | 0 | 262 | 392 | 346 | 739 | 85 | 359 | 24 | 17 | 343 | 82 | — | — | — | — | — | — |
| 2018 | 22 | A+ | Tampa Tarpons | — | 359 | 304 | 82 | 13 | 0 | 20 | 43 | 97 | 10 | 1 | 1 | 270 | 378 | 510 | 888 | 240 | 328 | 27 | 12 | 390 | 82 | — | — | — | — | — | — |
| 2019 | 23 | AA | Trenton Thunder | — | 456 | 390 | 69 | 12 | 2 | 8 | 48 | 147 | 15 | 1 | 0 | 177 | 291 | 279 | 571 | 103 | 256 | 32 | 11 | 268 | 27 | — | — | — | — | — | — |
| 2019 | 23 | INTL | Surprise Saguaros | — | 84 | 70 | 15 | 4 | 0 | 2 | 12 | 27 | 1 | 0 | 1 | 214 | 337 | 357 | 694 | 143 | 310 | 32 | 14 | 316 | 100 | — | — | — | — | — | — |
| 2021 | 25 | AAA | Scranton/Wilkes-Barre RailRiders | — | 165 | 133 | 21 | 2 | 0 | 4 | 27 | 67 | 2 | 1 | 1 | 158 | 307 | 263 | 570 | 105 | 270 | 41 | 16 | 271 | 29 | — | — | — | — | — | — |
| 2021 | 25 | AA | Somerset Patriots | — | 24 | 22 | 5 | 0 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 227 | 292 | 227 | 519 | 357 | 33 | 8 | 247 | 19 | — | — | — | — | — | — | |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 20 | ROK MLE | Pulaski Yankees | — | 218 | 197 | 38 | 8 | 1 | 6 | 18 | 65 | 2 | 2 | 3 | 193 | 267 | 335 | 602 | 142 | 250 | 30 | 8 | 260 | 62 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Charleston RiverDogs | — | 439 | 394 | 88 | 15 | 1 | 6 | 35 | 162 | 7 | 1 | 0 | 223 | 298 | 312 | 610 | 89 | 349 | 37 | 8 | 270 | 69 | — | — | — | — | — | — |
| 2018 | 22 | AA MLE | Trenton Thunder | — | 159 | 137 | 32 | 6 | 0 | 1 | 20 | 46 | 1 | 1 | 0 | 234 | 335 | 299 | 635 | 66 | 340 | 29 | 13 | 290 | 82 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | Tampa Tarpons | — | 359 | 315 | 64 | 12 | 0 | 13 | 32 | 137 | 10 | 1 | 1 | 203 | 297 | 365 | 662 | 162 | 299 | 38 | 9 | 289 | 82 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | Trenton Thunder | — | 456 | 404 | 58 | 9 | 2 | 6 | 34 | 187 | 15 | 1 | 0 | 144 | 236 | 220 | 457 | 77 | 234 | 41 | 7 | 208 | 27 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Scranton/Wilkes-Barre RailRiders | — | 165 | 142 | 19 | 2 | 0 | 2 | 19 | 81 | 2 | 1 | 1 | 134 | 245 | 190 | 436 | 56 | 267 | 49 | 12 | 211 | 29 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Somerset Patriots | — | 24 | 23 | 4 | 0 | 0 | 0 | 1 | 10 | 0 | 0 | 0 | 174 | 208 | 174 | 382 | 329 | 42 | 4 | 197 | 19 | — | — | — | — | — | — | |
| 2016 | 20 | ROK MLE | Pulaski Yankees | — | 218 | 197 | 38 | 8 | 1 | 6 | 18 | 65 | 2 | 2 | 3 | 193 | 267 | 335 | 602 | 142 | 254 | 30 | 8 | 260 | 62 | — | — | — | — | — | — |
| 2016 | 20 | ROK RAW | Pulaski Yankees | — | 218 | 187 | 50 | 12 | 1 | 8 | 28 | 46 | 2 | 2 | 3 | 267 | 369 | 471 | 839 | 203 | 316 | 21 | 13 | 371 | 62 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Charleston RiverDogs | — | 439 | 394 | 88 | 15 | 1 | 6 | 35 | 162 | 7 | 1 | 0 | 223 | 298 | 312 | 610 | 89 | 358 | 37 | 8 | 270 | 69 | — | — | — | — | — | — |
| 2017 | 21 | A RAW | Charleston RiverDogs | — | 439 | 372 | 103 | 20 | 1 | 7 | 57 | 116 | 7 | 1 | 0 | 277 | 383 | 392 | 776 | 116 | 381 | 26 | 13 | 352 | 69 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | 2 teams | — | 518 | 452 | 97 | 19 | 0 | 14 | 52 | 183 | 11 | 2 | 1 | 215 | 311 | 350 | 660 | 135 | 322 | 35 | 10 | 289 | 82 | — | — | — | — | — | — |
| 2018 | 22 | A+ RAW | 2 teams | — | 518 | 434 | 116 | 21 | 0 | 21 | 70 | 135 | 11 | 2 | 1 | 267 | 383 | 461 | 843 | 194 | 338 | 26 | 14 | 376 | 82 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 2 teams | — | 540 | 480 | 67 | 10 | 2 | 7 | 40 | 222 | 16 | 1 | 1 | 140 | 229 | 212 | 442 | 73 | 235 | 41 | 7 | 208 | 27 | — | — | — | — | — | — |
| 2019 | 23 | AA RAW | 2 teams | — | 540 | 460 | 84 | 16 | 2 | 10 | 60 | 174 | 16 | 1 | 1 | 183 | 299 | 291 | 590 | 109 | 264 | 32 | 11 | 276 | 27 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | 2 teams | — | 189 | 164 | 23 | 2 | 0 | 2 | 21 | 91 | 2 | 1 | 1 | 140 | 246 | 189 | 435 | 49 | 292 | 48 | 11 | 209 | 28 | — | — | — | — | — | — |
| 2021 | 25 | AAA RAW | 2 teams | — | 189 | 155 | 26 | 2 | 0 | 4 | 29 | 75 | 2 | 1 | 1 | 168 | 305 | 258 | 563 | 90 | 286 | 40 | 15 | 268 | 28 | — | — | — | — | — | — |
| 2016 | 20 | ROK MLE | Pulaski Yankees | — | 218 | 196 | 38 | 8 | 1 | 6 | 18 | 65 | 2 | 2 | 3 | 194 | 267 | 337 | 604 | 143 | 250 | 30 | 8 | 260 | 62 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Charleston RiverDogs | — | 439 | 394 | 88 | 15 | 1 | 6 | 35 | 162 | 7 | 1 | 0 | 223 | 298 | 312 | 610 | 89 | 349 | 37 | 8 | 270 | 69 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | 2 teams | — | 518 | 450 | 97 | 19 | 0 | 14 | 52 | 183 | 11 | 2 | 1 | 216 | 311 | 351 | 662 | 136 | 312 | 35 | 10 | 289 | 82 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 2 teams | — | 540 | 479 | 67 | 10 | 2 | 7 | 40 | 222 | 16 | 1 | 1 | 140 | 229 | 213 | 442 | 73 | 234 | 41 | 7 | 208 | 27 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | 2 teams | — | 189 | 164 | 23 | 2 | 0 | 2 | 21 | 91 | 2 | 1 | 1 | 140 | 246 | 189 | 435 | 49 | 275 | 48 | 11 | 209 | 28 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1904 | 1687 | 313 | 54 | 4 | 35 | 166 | 723 | 38 | 7 | 6 | 186 | 273 | 285 | 558 | 99 | 296 | 38 | 9 | 250 | 56 | -100 | -1 | +0 | -34 | +41 | -9.6 | |
| / 162G | — | MLE | — | 650 | 576 | 106 | 18 | 1 | 12 | 57 | 247 | 13 | 2 | 2 | 184 | 273 | 281 | 554 | 97 | 293 | 38 | 9 | 250 | 56 | -34 | -0 | +0 | -12 | +14 | -3.3 | |
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 AAAScranton/Wilkes-Barre RailRiders · 165 PAwOBA .267 → .211 (−56)K% 40.6% → 49.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 40.61% | ÷0.993 | ×1.200 | — | — | 49.06% |
| BB% (unintentional) /PA | 16.36% | ÷0.973 | ×0.690 | — | ×1.018 | 11.81% |
| HBP% /PA | 1.21% | — | ×0.940 | — | ×1.018 | 1.16% |
| Singles /BIP | 22.73% | ÷0.974 | ×0.930 | ×1.050 | ×1.018 | 23.19% |
| Doubles /BIP | 3.03% | ÷0.915 | ×0.830 | ×1.050 | ×1.018 | 2.94% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×1.050 | ×1.018 | 0.00% |
| Home runs /BIP | 6.06% | ÷1.149 | ×0.700 | — | ×1.018 | 3.76% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 130, 1B 95, 2B 83, 3B 130, K 99, BB 95 — 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 ×1.050.
Result: wOBA .267 → .211; ISO .105 → .067; BABIP .270 → .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).
2021 AASomerset Patriots · 24 PAwOBA .241 → .197 (−44)K% 33.3% → 39.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 33.33% | ÷1.024 | ×1.220 | — | — | 39.73% |
| BB% (unintentional) /PA | 8.33% | ÷1.036 | ×0.690 | — | ×0.988 | 5.48% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×0.988 | 0.00% |
| Singles /BIP | 35.71% | ÷1.008 | ×0.940 | — | ×0.988 | 32.91% |
| Doubles /BIP | 0.00% | ÷0.905 | ×0.870 | — | ×0.988 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.920 | — | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.053 | ×0.780 | — | ×0.988 | 0.00% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 111, 1B 102, 2B 81, 3B 80, K 105, BB 107 — 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).
Result: wOBA .241 → .197; ISO .000 → .000; BABIP .357 → .329. 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 AATrenton Thunder · 456 PAwOBA .264 → .208 (−56)K% 32.2% → 41.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.24% | ÷0.956 | ×1.220 | — | — | 41.14% |
| BB% (unintentional) /PA | 10.53% | ÷0.999 | ×0.700 | — | ×1.012 | 7.47% |
| HBP% /PA | 3.29% | — | ×0.850 | — | ×1.012 | 2.83% |
| Singles /BIP | 19.34% | ÷0.984 | ×0.970 | ×0.950 | ×1.012 | 18.34% |
| Doubles /BIP | 4.94% | ÷1.040 | ×0.860 | ×0.950 | ×1.012 | 3.93% |
| Triples /BIP | 0.82% | ÷0.937 | ×0.950 | ×0.950 | ×1.012 | 0.80% |
| Home runs /BIP | 3.29% | ÷0.960 | ×0.780 | — | ×1.012 | 2.71% |
Factors used: league row EL. Park (home-season share, regressed): HR 92, 1B 97, 2B 108, 3B 87, K 91, BB 100 — 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 .264 → .208; ISO .103 → .078; BABIP .256 → .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).
2018 A+Tampa Tarpons · 359 PAwOBA .382 → .289 (−92)K% 27.0% → 38.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.02% | ÷1.004 | ×1.420 | — | — | 38.20% |
| BB% (unintentional) /PA | 11.98% | ÷1.015 | ×0.750 | — | ×0.998 | 8.83% |
| HBP% /PA | 2.79% | — | ×0.930 | — | ×0.998 | 2.59% |
| Singles /BIP | 23.67% | ÷1.003 | ×0.920 | ×0.990 | ×0.998 | 21.46% |
| Doubles /BIP | 6.28% | ÷0.891 | ×0.960 | ×0.990 | ×0.998 | 6.69% |
| Triples /BIP | 0.00% | ÷0.983 | ×0.810 | ×0.990 | ×0.998 | 0.00% |
| Home runs /BIP | 9.66% | ÷1.205 | ×0.880 | — | ×0.998 | 7.04% |
Factors used: league row FSL. Park (home-season share, regressed): HR 141, 1B 101, 2B 78, 3B 97, K 101, BB 103 — 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 ×0.990.
Result: wOBA .382 → .289; ISO .240 → .165; BABIP .328 → .299. 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 AATrenton Thunder · 159 PAwOBA .337 → .290 (−47)K% 23.9% → 29.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.90% | ÷1.002 | ×1.220 | — | — | 29.09% |
| BB% (unintentional) /PA | 16.98% | ÷0.972 | ×0.700 | — | ×1.027 | 12.56% |
| HBP% /PA | 0.63% | — | ×0.850 | — | ×1.027 | 0.55% |
| Singles /BIP | 27.17% | ÷0.954 | ×0.970 | ×0.953 | ×1.027 | 27.05% |
| Doubles /BIP | 8.70% | ÷1.042 | ×0.860 | ×0.953 | ×1.027 | 7.02% |
| Triples /BIP | 0.00% | ÷0.944 | ×0.950 | ×0.953 | ×1.027 | 0.00% |
| Home runs /BIP | 1.09% | ÷1.034 | ×0.780 | — | ×1.027 | 0.84% |
Factors used: league row EL. Park (home-season share, regressed): HR 107, 1B 91, 2B 108, 3B 89, K 100, BB 94 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.953.
Result: wOBA .337 → .290; ISO .085 → .068; BABIP .359 → .340. 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 ACharleston RiverDogs · 439 PAwOBA .344 → .270 (−75)K% 26.4% → 36.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.42% | ÷0.958 | ×1.340 | — | — | 36.94% |
| BB% (unintentional) /PA | 12.53% | ÷1.051 | ×0.660 | — | — | 7.87% |
| HBP% /PA | 1.59% | — | ×0.770 | — | — | 1.23% |
| Singles /BIP | 29.30% | ÷0.978 | ×0.920 | ×1.007 | — | 27.73% |
| Doubles /BIP | 7.81% | ÷1.010 | ×0.820 | ×1.007 | — | 6.38% |
| Triples /BIP | 0.39% | ÷0.900 | ×0.940 | ×1.007 | — | 0.41% |
| Home runs /BIP | 2.73% | ÷0.945 | ×0.820 | — | — | 2.37% |
Factors used: league row SAL. Park (home-season share, regressed): HR 89, 1B 96, 2B 102, 3B 80, K 92, BB 110 — 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 ×1.007.
Result: wOBA .344 → .270; ISO .116 → .091; BABIP .381 → .349. 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 ROKPulaski Yankees · 218 PAwOBA .362 → .260 (−101)K% 21.1% → 30.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.10% | ÷1.000 | ×1.420 | — | — | 29.96% |
| BB% (unintentional) /PA | 12.84% | ÷1.000 | ×0.640 | — | ×0.985 | 8.10% |
| HBP% /PA | 0.92% | — | ×0.740 | — | ×0.985 | 0.67% |
| Singles /BIP | 20.57% | ÷1.000 | ×0.840 | ×1.005 | ×0.985 | 17.10% |
| Doubles /BIP | 8.51% | ÷1.000 | ×0.740 | ×1.005 | ×0.985 | 6.23% |
| Triples /BIP | 0.71% | ÷1.000 | ×0.740 | ×1.005 | ×0.985 | 0.52% |
| Home runs /BIP | 5.67% | ÷1.000 | ×0.800 | — | ×0.985 | 4.47% |
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 ×1.005.
Result: wOBA .362 → .260; ISO .203 → .148; BABIP .316 → .250. 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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .