Andy Thomas
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2022 | 24 | A+/INTL2 orgs | 410 | .233/.373/.364 | 10 | 2 | 68 | — | .191/.297/.292 |
| 2023 | 25 | AASF | 448 | .226/.330/.360 | 11 | 5 | 65 | — | .204/.280/.312 |
| 2024 | 26 | AASF | 432 | .225/.314/.312 | 5 | 4 | 43 | — | .194/.262/.261 |
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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.
| 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) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ | Everett AquaSox | — | 43 | 38 | 11 | 2 | 0 | 1 | 3 | 11 | 1 | 0 | 0 | 289 | 357 | 421 | 778 | 132 | 370 | 26 | 7 | 342 | 67 | — | — | — | — | — | — |
| 2021 | 23 | A | Modesto Nuts | — | 45 | 33 | 6 | 2 | 0 | 0 | 11 | 6 | 0 | 0 | 0 | 182 | 386 | 242 | 629 | 61 | 214 | 13 | 24 | 308 | 52 | — | — | — | — | — | — |
| 2022 | 24 | A+ | Eugene Emeralds | — | 367 | 302 | 72 | 13 | 0 | 10 | 58 | 91 | 7 | 1 | 0 | 238 | 373 | 381 | 754 | 142 | 308 | 25 | 16 | 347 | 66 | — | — | — | — | — | — |
| 2022 | 24 | INTL | Scottsdale Scorpions | — | 43 | 33 | 6 | 1 | 0 | 0 | 10 | 8 | 0 | 1 | 0 | 182 | 372 | 212 | 584 | 30 | 240 | 19 | 23 | 297 | 87 | — | — | — | — | — | — |
| 2023 | 25 | AA | Richmond Flying Squirrels | — | 448 | 381 | 86 | 16 | 1 | 11 | 56 | 107 | 3 | 5 | 1 | 226 | 330 | 360 | 689 | 134 | 279 | 24 | 12 | 310 | 65 | — | — | — | — | — | — |
| 2024 | 26 | AA | Richmond Flying Squirrels | — | 432 | 378 | 85 | 16 | 1 | 5 | 43 | 87 | 6 | 4 | 2 | 225 | 314 | 312 | 626 | 87 | 279 | 20 | 10 | 287 | 43 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ MLE | Everett AquaSox | — | 43 | 39 | 9 | 1 | 0 | 1 | 2 | 15 | 1 | 0 | 0 | 231 | 286 | 333 | 619 | 103 | 328 | 35 | 5 | 267 | 67 | — | — | — | — | — | — |
| 2021 | 23 | A MLE | Modesto Nuts | — | 45 | 37 | 6 | 2 | 0 | 0 | 7 | 8 | 0 | 0 | 0 | 162 | 295 | 216 | 512 | 54 | 186 | 18 | 16 | 245 | 52 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | Eugene Emeralds | — | 367 | 319 | 61 | 11 | 0 | 7 | 41 | 119 | 7 | 1 | 0 | 191 | 297 | 292 | 589 | 100 | 276 | 32 | 11 | 266 | 66 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Richmond Flying Squirrels | — | 448 | 398 | 81 | 14 | 1 | 9 | 39 | 131 | 3 | 5 | 1 | 204 | 280 | 312 | 591 | 108 | 265 | 29 | 9 | 265 | 65 | — | — | — | — | — | — |
| 2024 | 26 | AA MLE | Richmond Flying Squirrels | — | 432 | 391 | 76 | 12 | 1 | 4 | 30 | 104 | 6 | 4 | 2 | 194 | 262 | 261 | 523 | 66 | 247 | 24 | 7 | 232 | 43 | — | — | — | — | — | — |
| 2021 | 23 | A MLE | 2 teams | — | 88 | 76 | 15 | 3 | 0 | 1 | 9 | 23 | 1 | 0 | 0 | 197 | 291 | 276 | 567 | 79 | 259 | 26 | 10 | 256 | 59 | — | — | — | — | — | — |
| 2021 | 23 | A RAW | 2 teams | — | 88 | 71 | 17 | 4 | 0 | 1 | 14 | 17 | 1 | 0 | 0 | 239 | 372 | 338 | 710 | 99 | 291 | 19 | 16 | 325 | 59 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | 2 teams | — | 410 | 357 | 68 | 12 | 0 | 8 | 46 | 133 | 7 | 2 | 0 | 190 | 295 | 291 | 586 | 101 | 278 | 32 | 11 | 266 | 66 | — | — | — | — | — | — |
| 2022 | 24 | A+ RAW | 2 teams | — | 410 | 335 | 78 | 14 | 0 | 10 | 68 | 99 | 7 | 2 | 0 | 233 | 373 | 364 | 737 | 131 | 301 | 24 | 17 | 342 | 66 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Richmond Flying Squirrels | — | 448 | 398 | 81 | 14 | 1 | 9 | 39 | 131 | 3 | 5 | 1 | 204 | 280 | 312 | 591 | 108 | 273 | 29 | 9 | 265 | 65 | — | — | — | — | — | — |
| 2023 | 25 | AA RAW | Richmond Flying Squirrels | — | 448 | 381 | 86 | 16 | 1 | 11 | 56 | 107 | 3 | 5 | 1 | 226 | 330 | 360 | 689 | 134 | 279 | 24 | 12 | 310 | 65 | — | — | — | — | — | — |
| 2024 | 26 | AA MLE | Richmond Flying Squirrels | — | 432 | 391 | 76 | 12 | 1 | 4 | 30 | 104 | 6 | 4 | 2 | 194 | 262 | 261 | 523 | 66 | 254 | 24 | 7 | 232 | 43 | — | — | — | — | — | — |
| 2024 | 26 | AA RAW | Richmond Flying Squirrels | — | 432 | 378 | 85 | 16 | 1 | 5 | 43 | 87 | 6 | 4 | 2 | 225 | 314 | 312 | 626 | 87 | 279 | 20 | 10 | 287 | 43 | — | — | — | — | — | — |
| 2021 | 23 | A MLE | 2 teams | — | 88 | 78 | 15 | 3 | 0 | 1 | 9 | 23 | 1 | 0 | 0 | 192 | 291 | 269 | 560 | 77 | 255 | 26 | 10 | 256 | 59 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | 2 teams | — | 410 | 354 | 68 | 12 | 0 | 8 | 46 | 133 | 7 | 2 | 0 | 192 | 295 | 294 | 589 | 102 | 276 | 32 | 11 | 266 | 66 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Richmond Flying Squirrels | — | 448 | 403 | 81 | 14 | 1 | 9 | 39 | 131 | 3 | 5 | 1 | 201 | 280 | 308 | 587 | 107 | 265 | 29 | 9 | 265 | 65 | — | — | — | — | — | — |
| 2024 | 26 | AA MLE | Richmond Flying Squirrels | — | 432 | 393 | 76 | 12 | 1 | 4 | 30 | 104 | 6 | 4 | 2 | 193 | 262 | 260 | 522 | 66 | 247 | 24 | 7 | 232 | 43 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | AA MLE | Richmond Flying Squirrels | — | 432 | 393 | 76 | 12 | 1 | 4 | 30 | 104 | 6 | 4 | 2 | 193 | 262 | 260 | 522 | 66 | 247 | 24 | 7 | 232 | 43 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1378 | 1222 | 240 | 41 | 2 | 22 | 124 | 391 | 17 | 11 | 3 | 196 | 280 | 287 | 567 | 91 | 267 | 28 | 9 | 254 | 58 | -68 | +1 | +0 | +25 | +30 | -1.3 | |
| / 162G | — | MLE | — | 650 | 576 | 113 | 19 | 1 | 10 | 58 | 184 | 8 | 5 | 1 | 196 | 278 | 285 | 563 | 89 | 267 | 28 | 9 | 254 | 58 | -32 | +1 | +0 | +12 | +14 | -0.6 | |
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.
2024 AARichmond Flying Squirrels · 432 PAwOBA .281 → .232 (−49)K% 20.1% → 24.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.14% | ÷1.025 | ×1.220 | — | — | 23.97% |
| BB% (unintentional) /PA | 9.95% | ÷0.988 | ×0.700 | — | ×0.988 | 6.97% |
| HBP% /PA | 1.39% | — | ×0.850 | — | ×0.988 | 1.17% |
| Singles /BIP | 21.65% | ÷0.999 | ×0.970 | ×0.967 | ×0.988 | 20.08% |
| Doubles /BIP | 5.50% | ÷1.110 | ×0.860 | ×0.967 | ×0.988 | 4.07% |
| Triples /BIP | 0.34% | ÷0.900 | ×0.950 | ×0.967 | ×0.988 | 0.35% |
| Home runs /BIP | 1.72% | ÷1.062 | ×0.780 | — | ×0.988 | 1.25% |
Factors used: league row EL. Park (home-season share, regressed): HR 112, 1B 100, 2B 122, 3B 80, K 105, BB 98 — 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 ×0.967.
Result: wOBA .281 → .232; ISO .087 → .066; BABIP .279 → .247. 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).
2023 AARichmond Flying Squirrels · 448 PAwOBA .305 → .265 (−41)K% 23.9% → 29.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.88% | ÷0.995 | ×1.220 | — | — | 29.30% |
| BB% (unintentional) /PA | 12.28% | ÷0.985 | ×0.700 | — | ×0.998 | 8.71% |
| HBP% /PA | 0.67% | — | ×0.850 | — | ×0.998 | 0.57% |
| Singles /BIP | 21.17% | ÷0.978 | ×0.970 | ×0.993 | ×0.998 | 20.81% |
| Doubles /BIP | 5.84% | ÷1.003 | ×0.860 | ×0.993 | ×0.998 | 4.96% |
| Triples /BIP | 0.36% | ÷0.900 | ×0.950 | ×0.993 | ×0.998 | 0.38% |
| Home runs /BIP | 4.01% | ÷0.906 | ×0.780 | — | ×0.998 | 3.45% |
Factors used: league row EL. Park (home-season share, regressed): HR 81, 1B 96, 2B 101, 3B 80, K 99, BB 97 — 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 ×0.993.
Result: wOBA .305 → .265; ISO .134 → .116; BABIP .279 → .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 A+Eugene Emeralds · 367 PAwOBA .339 → .266 (−73)K% 24.8% → 32.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.80% | ÷1.029 | ×1.350 | — | — | 32.52% |
| BB% (unintentional) /PA | 15.80% | ÷0.978 | ×0.710 | — | ×0.988 | 11.34% |
| HBP% /PA | 1.91% | — | ×0.810 | — | ×0.988 | 1.53% |
| Singles /BIP | 23.22% | ÷0.989 | ×0.910 | ×1.010 | ×0.988 | 21.31% |
| Doubles /BIP | 6.16% | ÷0.953 | ×0.830 | ×1.010 | ×0.988 | 5.35% |
| Triples /BIP | 0.00% | ÷0.930 | ×0.820 | ×1.010 | ×0.988 | 0.00% |
| Home runs /BIP | 4.74% | ÷1.120 | ×0.830 | — | ×0.988 | 3.47% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 124, 1B 98, 2B 91, 3B 86, K 106, BB 96 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.
Result: wOBA .339 → .266; ISO .142 → .105; BABIP .308 → .276. 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 AModesto Nuts · 45 PAwOBA .309 → .245 (−64)K% 13.3% → 17.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.33% | ÷1.019 | ×1.360 | — | — | 17.80% |
| BB% (unintentional) /PA | 24.44% | ÷1.010 | ×0.690 | — | ×0.990 | 16.52% |
| HBP% /PA | 0.00% | — | ×0.780 | — | ×0.990 | 0.00% |
| Singles /BIP | 14.81% | ÷1.020 | ×0.920 | — | ×0.990 | 13.23% |
| Doubles /BIP | 7.41% | ÷1.014 | ×0.830 | — | ×0.990 | 6.00% |
| Triples /BIP | 0.00% | ÷0.903 | ×0.910 | — | ×0.990 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.861 | ×0.800 | — | ×0.990 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 72, 1B 104, 2B 103, 3B 81, K 104, BB 102 — 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).
Result: wOBA .309 → .245; ISO .061 → .054; BABIP .214 → .186. 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 A+Everett AquaSox · 43 PAwOBA .341 → .267 (−74)K% 25.6% → 35.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.58% | ÷0.985 | ×1.350 | — | — | 35.06% |
| BB% (unintentional) /PA | 6.98% | ÷1.125 | ×0.710 | — | ×0.998 | 4.40% |
| HBP% /PA | 2.33% | — | ×0.810 | — | ×0.998 | 1.88% |
| Singles /BIP | 29.63% | ÷0.978 | ×0.910 | — | ×0.998 | 27.51% |
| Doubles /BIP | 7.41% | ÷1.076 | ×0.830 | — | ×0.998 | 5.70% |
| Triples /BIP | 0.00% | ÷0.929 | ×0.820 | — | ×0.998 | 0.00% |
| Home runs /BIP | 3.70% | ÷1.078 | ×0.830 | — | ×0.998 | 2.85% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 116, 1B 96, 2B 115, 3B 86, K 97, BB 125 — 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).
Result: wOBA .341 → .267; ISO .132 → .095; BABIP .370 → .328. 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 — .