Madison Stokes
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2021 | 25 | AAPHI | 380 | .240/.308/.406 | 11 | 2 | 47 | — | .188/.241/.290 |
| 2022 | 26 | AAA/AAPHI | 188 | .171/.269/.305 | 4 | 6 | 17 | — | .134/.204/.240 |
| 2023 | 27 | AAPHI | 431 | .215/.342/.344 | 7 | 6 | 53 | — | .177/.272/.272 |
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) | |||||||||||||||||||||||||||||||
| 2018 | 22 | A | Lakewood BlueClaws | — | 106 | 100 | 26 | 4 | 1 | 1 | 4 | 23 | 1 | 0 | 0 | 260 | 295 | 350 | 645 | 90 | 325 | 22 | 4 | 287 | 49 | — | — | — | — | — | — |
| 2018 | 22 | ROK | GCL Phillies East | — | 19 | 17 | 6 | 2 | 1 | 0 | 1 | 2 | 1 | 0 | 0 | 353 | 421 | 588 | 1.009 | 235 | 400 | 11 | 5 | 438 | 93 | — | — | — | — | — | — |
| 2019 | 23 | A+ | Clearwater Threshers | — | 448 | 418 | 101 | 21 | 2 | 10 | 21 | 108 | 6 | 0 | 4 | 242 | 288 | 373 | 661 | 132 | 301 | 24 | 5 | 294 | 29 | — | — | — | — | — | — |
| 2021 | 25 | AA | Reading Fightin Phils | — | 380 | 342 | 82 | 20 | 2 | 11 | 31 | 104 | 3 | 2 | 2 | 240 | 308 | 406 | 714 | 167 | 309 | 27 | 8 | 316 | 47 | — | — | — | — | — | — |
| 2022 | 26 | AAA | Lehigh Valley IronPigs | — | 37 | 32 | 7 | 1 | 1 | 0 | 5 | 14 | 0 | 6 | 0 | 219 | 324 | 312 | 637 | 94 | 389 | 38 | 14 | 295 | 42 | — | — | — | — | — | — |
| 2022 | 26 | AA | Reading Fightin Phils | — | 151 | 132 | 21 | 7 | 0 | 4 | 14 | 62 | 3 | 0 | 1 | 159 | 255 | 303 | 558 | 144 | 258 | 41 | 9 | 254 | 11 | — | — | — | — | — | — |
| 2023 | 27 | AA | Reading Fightin Phils | — | 431 | 358 | 77 | 21 | 2 | 7 | 64 | 119 | 5 | 6 | 2 | 215 | 342 | 344 | 685 | 128 | 300 | 28 | 15 | 315 | 53 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 22 | A MLE | Lakewood BlueClaws | — | 106 | 101 | 23 | 3 | 1 | 1 | 3 | 32 | 1 | 0 | 0 | 228 | 257 | 307 | 564 | 79 | 313 | 30 | 3 | 241 | 49 | — | — | — | — | — | — |
| 2018 | 22 | ROK MLE | GCL Phillies East | — | 19 | 17 | 4 | 1 | 1 | 0 | 1 | 3 | 1 | 0 | 0 | 235 | 316 | 412 | 728 | 176 | 300 | 16 | 5 | 306 | 93 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Clearwater Threshers | — | 448 | 423 | 72 | 13 | 1 | 8 | 16 | 160 | 6 | 0 | 4 | 170 | 211 | 262 | 474 | 92 | 249 | 36 | 4 | 211 | 29 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Reading Fightin Phils | — | 380 | 352 | 66 | 16 | 1 | 6 | 22 | 129 | 3 | 2 | 2 | 188 | 241 | 290 | 531 | 102 | 272 | 34 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | Lehigh Valley IronPigs | — | 37 | 34 | 6 | 1 | 1 | 0 | 3 | 17 | 0 | 6 | 0 | 176 | 243 | 265 | 508 | 88 | 368 | 46 | 8 | 231 | 42 | — | — | — | — | — | — |
| 2022 | 26 | AA MLE | Reading Fightin Phils | — | 151 | 137 | 17 | 6 | 0 | 3 | 9 | 75 | 3 | 0 | 1 | 124 | 195 | 234 | 428 | 109 | 228 | 50 | 6 | 185 | 11 | — | — | — | — | — | — |
| 2023 | 27 | AA MLE | Reading Fightin Phils | — | 431 | 378 | 67 | 17 | 2 | 5 | 44 | 145 | 5 | 6 | 2 | 177 | 272 | 272 | 544 | 95 | 265 | 34 | 10 | 246 | 53 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | 2 teams | — | 125 | 119 | 29 | 5 | 2 | 1 | 3 | 34 | 2 | 0 | 0 | 244 | 274 | 345 | 619 | 101 | 329 | 27 | 2 | 251 | 56 | — | — | — | — | — | — |
| 2018 | 22 | A RAW | 2 teams | — | 125 | 117 | 32 | 6 | 2 | 1 | 5 | 25 | 2 | 0 | 0 | 274 | 315 | 385 | 699 | 111 | 337 | 20 | 4 | 310 | 56 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Clearwater Threshers | — | 448 | 423 | 72 | 13 | 1 | 8 | 16 | 160 | 6 | 0 | 4 | 170 | 211 | 262 | 474 | 92 | 249 | 36 | 4 | 211 | 29 | — | — | — | — | — | — |
| 2019 | 23 | A+ RAW | Clearwater Threshers | — | 448 | 418 | 101 | 21 | 2 | 10 | 21 | 108 | 6 | 0 | 4 | 242 | 288 | 373 | 661 | 132 | 301 | 24 | 5 | 294 | 29 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Reading Fightin Phils | — | 380 | 352 | 66 | 16 | 1 | 6 | 22 | 129 | 3 | 2 | 2 | 188 | 241 | 290 | 531 | 102 | 273 | 34 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2021 | 25 | AA RAW | Reading Fightin Phils | — | 380 | 342 | 82 | 20 | 2 | 11 | 31 | 104 | 3 | 2 | 2 | 240 | 308 | 406 | 714 | 167 | 309 | 27 | 8 | 316 | 47 | — | — | — | — | — | — |
| 2022 | 26 | AA MLE | 2 teams | — | 188 | 170 | 23 | 7 | 1 | 3 | 13 | 93 | 3 | 6 | 1 | 135 | 210 | 241 | 451 | 106 | 270 | 49 | 7 | 194 | 17 | — | — | — | — | — | — |
| 2022 | 26 | AA RAW | 2 teams | — | 188 | 164 | 28 | 8 | 1 | 4 | 19 | 76 | 3 | 6 | 1 | 171 | 269 | 305 | 574 | 134 | 286 | 40 | 10 | 262 | 17 | — | — | — | — | — | — |
| 2023 | 27 | AA MLE | Reading Fightin Phils | — | 431 | 378 | 67 | 17 | 2 | 5 | 44 | 145 | 5 | 6 | 2 | 177 | 272 | 272 | 544 | 95 | 271 | 34 | 10 | 246 | 53 | — | — | — | — | — | — |
| 2023 | 27 | AA RAW | Reading Fightin Phils | — | 431 | 358 | 77 | 21 | 2 | 7 | 64 | 119 | 5 | 6 | 2 | 215 | 342 | 344 | 685 | 128 | 300 | 28 | 15 | 315 | 53 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | 2 teams | — | 125 | 119 | 29 | 5 | 2 | 1 | 3 | 34 | 2 | 0 | 0 | 244 | 274 | 345 | 619 | 101 | 311 | 27 | 2 | 251 | 56 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Clearwater Threshers | — | 448 | 423 | 72 | 13 | 1 | 8 | 16 | 160 | 6 | 0 | 4 | 170 | 211 | 262 | 474 | 92 | 249 | 36 | 4 | 211 | 29 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Reading Fightin Phils | — | 380 | 352 | 66 | 16 | 1 | 6 | 22 | 129 | 3 | 2 | 2 | 188 | 241 | 290 | 531 | 102 | 272 | 34 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2022 | 26 | AA MLE | 2 teams | — | 188 | 170 | 23 | 7 | 1 | 3 | 13 | 93 | 3 | 6 | 1 | 135 | 210 | 241 | 451 | 106 | 256 | 49 | 7 | 194 | 17 | — | — | — | — | — | — |
| 2023 | 27 | AA MLE | Reading Fightin Phils | — | 431 | 379 | 67 | 17 | 2 | 5 | 44 | 145 | 5 | 6 | 2 | 177 | 272 | 272 | 543 | 95 | 265 | 34 | 10 | 246 | 53 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1572 | 1442 | 257 | 58 | 7 | 23 | 98 | 561 | 19 | 14 | 9 | 178 | 240 | 276 | 516 | 98 | 271 | 36 | 6 | 228 | 40 | -111 | -1 | +0 | +17 | +34 | -6.2 | |
| / 162G | — | MLE | — | 650 | 596 | 107 | 24 | 3 | 10 | 41 | 232 | 8 | 6 | 4 | 180 | 242 | 280 | 522 | 101 | 272 | 36 | 6 | 228 | 40 | -46 | -0 | +0 | +7 | +14 | -2.6 | |
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.
2023 AAReading Fightin Phils · 431 PAwOBA .307 → .246 (−61)K% 27.6% → 33.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.61% | ÷1.000 | ×1.220 | — | — | 33.67% |
| BB% (unintentional) /PA | 14.62% | ÷0.975 | ×0.700 | — | ×0.978 | 10.26% |
| HBP% /PA | 1.16% | — | ×0.850 | — | ×0.978 | 0.96% |
| Singles /BIP | 19.67% | ÷1.017 | ×0.970 | ×0.981 | ×0.978 | 17.99% |
| Doubles /BIP | 8.79% | ÷0.999 | ×0.860 | ×0.981 | ×0.978 | 7.25% |
| Triples /BIP | 0.84% | ÷1.005 | ×0.950 | ×0.981 | ×0.978 | 0.76% |
| Home runs /BIP | 2.93% | ÷1.050 | ×0.780 | — | ×0.978 | 2.13% |
Factors used: league row EL. Park (home-season share, regressed): HR 110, 1B 103, 2B 100, 3B 101, K 100, BB 95 — 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 ×0.981.
Result: wOBA .307 → .246; ISO .128 → .101; BABIP .300 → .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).
2022 AAReading Fightin Phils · 151 PAwOBA .247 → .185 (−62)K% 41.1% → 49.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 41.06% | ÷1.005 | ×1.220 | — | — | 49.85% |
| BB% (unintentional) /PA | 9.27% | ÷1.052 | ×0.700 | — | ×0.988 | 6.09% |
| HBP% /PA | 1.99% | — | ×0.850 | — | ×0.988 | 1.67% |
| Singles /BIP | 14.29% | ÷1.069 | ×0.970 | ×0.997 | ×0.988 | 12.77% |
| Doubles /BIP | 10.00% | ÷0.930 | ×0.860 | ×0.997 | ×0.988 | 9.11% |
| Triples /BIP | 0.00% | ÷0.950 | ×0.950 | ×0.997 | ×0.988 | 0.00% |
| Home runs /BIP | 5.71% | ÷1.051 | ×0.780 | — | ×0.988 | 4.19% |
Factors used: league row EL. Park (home-season share, regressed): HR 110, 1B 114, 2B 86, 3B 90, K 101, BB 110 — 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 ×0.997.
Result: wOBA .247 → .185; ISO .144 → .105; BABIP .258 → .228. 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).
2022 AAALehigh Valley IronPigs · 37 PAwOBA .288 → .231 (−57)K% 37.8% → 46.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 37.84% | ÷0.970 | ×1.200 | — | — | 46.83% |
| BB% (unintentional) /PA | 13.51% | ÷1.067 | ×0.690 | — | ×1.018 | 8.90% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.018 | 0.00% |
| Singles /BIP | 27.78% | ÷1.007 | ×0.930 | — | ×1.018 | 26.12% |
| Doubles /BIP | 5.56% | ÷1.018 | ×0.830 | — | ×1.018 | 4.61% |
| Triples /BIP | 5.56% | ÷0.900 | ×0.970 | — | ×1.018 | 6.10% |
| Home runs /BIP | 0.00% | ÷1.039 | ×0.700 | — | ×1.018 | 0.00% |
Factors used: league row International League. Park (home-season share, regressed): HR 108, 1B 101, 2B 104, 3B 80, K 94, BB 113 — 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).
Result: wOBA .288 → .231; ISO .094 → .086; BABIP .389 → .368. 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 AAReading Fightin Phils · 380 PAwOBA .310 → .237 (−73)K% 27.4% → 33.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.37% | ÷0.985 | ×1.220 | — | — | 33.90% |
| BB% (unintentional) /PA | 8.16% | ÷0.989 | ×0.690 | — | ×0.998 | 5.68% |
| HBP% /PA | 0.79% | — | ×0.850 | — | ×0.998 | 0.67% |
| Singles /BIP | 20.59% | ÷0.989 | ×0.940 | ×0.973 | ×0.998 | 19.00% |
| Doubles /BIP | 8.40% | ÷0.993 | ×0.870 | ×0.973 | ×0.998 | 7.15% |
| Triples /BIP | 0.84% | ÷1.150 | ×0.920 | ×0.973 | ×0.998 | 0.65% |
| Home runs /BIP | 4.62% | ÷1.344 | ×0.780 | — | ×0.998 | 2.68% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 169, 1B 98, 2B 99, 3B 130, K 97, BB 98 — 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 ×0.973.
Result: wOBA .310 → .237; ISO .167 → .109; BABIP .309 → .272. 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+Clearwater Threshers · 448 PAwOBA .286 → .211 (−75)K% 24.1% → 35.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.11% | ÷0.960 | ×1.420 | — | — | 35.67% |
| BB% (unintentional) /PA | 4.46% | ÷0.964 | ×0.750 | — | ×0.998 | 3.47% |
| HBP% /PA | 1.34% | — | ×0.930 | — | ×0.998 | 1.24% |
| Singles /BIP | 21.94% | ÷1.014 | ×0.920 | ×0.950 | ×0.998 | 18.87% |
| Doubles /BIP | 6.77% | ÷1.242 | ×0.960 | ×0.950 | ×0.998 | 4.97% |
| Triples /BIP | 0.65% | ÷0.973 | ×0.810 | ×0.950 | ×0.998 | 0.51% |
| Home runs /BIP | 3.23% | ÷0.949 | ×0.880 | — | ×0.998 | 2.99% |
Factors used: league row FSL. Park (home-season share, regressed): HR 90, 1B 103, 2B 148, 3B 95, K 92, 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 ×0.950.
Result: wOBA .286 → .211; ISO .132 → .095; BABIP .301 → .249. 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 ALakewood BlueClaws · 106 PAwOBA .282 → .241 (−42)K% 21.7% → 29.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.70% | ÷0.976 | ×1.340 | — | — | 29.80% |
| BB% (unintentional) /PA | 3.77% | ÷0.987 | ×0.660 | — | — | 2.52% |
| HBP% /PA | 0.94% | — | ×0.770 | — | — | 0.73% |
| Singles /BIP | 25.97% | ÷0.960 | ×0.920 | ×1.035 | — | 25.76% |
| Doubles /BIP | 5.19% | ÷0.992 | ×0.820 | ×1.035 | — | 4.44% |
| Triples /BIP | 1.30% | ÷1.086 | ×0.940 | ×1.035 | — | 1.16% |
| Home runs /BIP | 1.30% | ÷0.966 | ×0.820 | — | — | 1.10% |
Factors used: league row SAL. Park (home-season share, regressed): HR 93, 1B 92, 2B 98, 3B 117, K 95, BB 97 — 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 ×1.035.
Result: wOBA .282 → .241; ISO .090 → .072; BABIP .325 → .313. 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 ROKGCL Phillies East · 19 PAwOBA .427 → .306 (−120)K% 10.5% → 15.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.53% | ÷1.000 | ×1.440 | — | — | 15.16% |
| BB% (unintentional) /PA | 5.26% | ÷1.000 | ×0.620 | — | ×0.975 | 3.18% |
| HBP% /PA | 5.26% | — | ×0.720 | — | ×0.975 | 3.69% |
| Singles /BIP | 20.00% | ÷1.000 | ×0.820 | — | ×0.975 | 15.99% |
| Doubles /BIP | 13.33% | ÷1.000 | ×0.720 | — | ×0.975 | 9.36% |
| Triples /BIP | 6.67% | ÷1.000 | ×0.720 | — | ×0.975 | 4.68% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.975 | 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 22 vs a level average of 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average).
Result: wOBA .427 → .306; ISO .235 → .163; BABIP .400 → .300. 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).