River Town
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 25 | AANorthwest Ark… | 249 | .235/.390/.306 | 1 | 3 | 65 | — | .194/.309/.256 |
| 2025 | 26 | INTLTucson Baseba… | 281 | .324/.395/.437 | 1 | 9 | 135 | — | |
| 2026 | 27 | INTLMayos de Navo… | 59 | .302/.373/.415 | 1 | 2 | 127 | — |
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) | |||||||||||||||||||||||||||||||
| 2021 | 22 | ROK | ACL Royals Gold | — | 72 | 59 | 13 | 4 | 0 | 0 | 8 | 13 | 5 | 6 | 0 | 220 | 361 | 288 | 649 | 68 | 283 | 18 | 11 | 313 | 29 | — | — | — | — | — | — |
| 2022 | 23 | A+ | Quad Cities River Bandits | — | 114 | 100 | 25 | 2 | 1 | 2 | 9 | 17 | 2 | 4 | 0 | 250 | 324 | 350 | 674 | 100 | 274 | 15 | 8 | 300 | 55 | — | — | — | — | — | — |
| 2022 | 23 | A | Columbia Fireflies | — | 356 | 282 | 70 | 18 | 3 | 12 | 52 | 64 | 14 | 18 | 3 | 248 | 391 | 461 | 852 | 213 | 276 | 18 | 15 | 374 | 75 | — | — | — | — | — | — |
| 2023 | 24 | A+ | Quad Cities River Bandits | — | 357 | 301 | 81 | 9 | 1 | 6 | 41 | 55 | 12 | 20 | 4 | 269 | 379 | 365 | 744 | 96 | 309 | 15 | 11 | 341 | 79 | — | — | — | — | — | — |
| 2024 | 25 | AA | Northwest Arkansas Naturals | — | 249 | 196 | 46 | 7 | 2 | 1 | 41 | 33 | 9 | 3 | 5 | 235 | 390 | 306 | 696 | 71 | 273 | 13 | 16 | 330 | 65 | — | — | — | — | — | — |
| 2025 | 26 | INTL | Tucson Baseball Team | — | 281 | 247 | 80 | 19 | 3 | 1 | 25 | 24 | 4 | 9 | 3 | 324 | 395 | 437 | 832 | 113 | 356 | 9 | 9 | 368 | 135 | — | — | — | — | — | — |
| 2026 | 27 | INTL | Mayos de Navojoa | — | 59 | 53 | 16 | 3 | 0 | 1 | 5 | 7 | 1 | 2 | 1 | 302 | 373 | 415 | 788 | 113 | 333 | 12 | 8 | 356 | 127 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 22 | ROK MLE | ACL Royals Gold | — | 72 | 62 | 10 | 3 | 0 | 0 | 5 | 19 | 5 | 6 | 0 | 161 | 278 | 210 | 487 | 48 | 212 | 26 | 7 | 211 | 29 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | Quad Cities River Bandits | — | 114 | 103 | 23 | 2 | 1 | 2 | 6 | 21 | 2 | 4 | 0 | 223 | 279 | 320 | 600 | 97 | 238 | 18 | 5 | 249 | 55 | — | — | — | — | — | — |
| 2022 | 23 | A MLE | Columbia Fireflies | — | 356 | 301 | 58 | 15 | 3 | 8 | 33 | 93 | 14 | 18 | 3 | 193 | 302 | 342 | 644 | 150 | 230 | 26 | 9 | 279 | 75 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Quad Cities River Bandits | — | 357 | 311 | 74 | 8 | 1 | 5 | 31 | 70 | 12 | 20 | 4 | 238 | 331 | 318 | 649 | 80 | 279 | 20 | 9 | 285 | 79 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | Northwest Arkansas Naturals | — | 249 | 211 | 41 | 6 | 2 | 1 | 26 | 41 | 9 | 3 | 5 | 194 | 309 | 256 | 565 | 62 | 228 | 16 | 10 | 264 | 65 | — | — | — | — | — | — |
| 2021 | 22 | ROK MLE | ACL Royals Gold | — | 72 | 62 | 10 | 3 | 0 | 0 | 5 | 19 | 5 | 6 | 0 | 161 | 278 | 210 | 487 | 48 | 233 | 26 | 7 | 211 | 29 | — | — | — | — | — | — |
| 2021 | 22 | ROK RAW | ACL Royals Gold | — | 72 | 59 | 13 | 4 | 0 | 0 | 8 | 13 | 5 | 6 | 0 | 220 | 361 | 288 | 649 | 68 | 283 | 18 | 11 | 313 | 29 | — | — | — | — | — | — |
| 2022 | 23 | A MLE | 2 teams | — | 470 | 404 | 80 | 16 | 4 | 10 | 39 | 114 | 16 | 22 | 3 | 198 | 294 | 332 | 626 | 134 | 244 | 24 | 8 | 272 | 70 | — | — | — | — | — | — |
| 2022 | 23 | A RAW | 2 teams | — | 470 | 382 | 95 | 20 | 4 | 14 | 61 | 81 | 16 | 22 | 3 | 249 | 375 | 432 | 807 | 183 | 276 | 17 | 13 | 356 | 70 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Quad Cities River Bandits | — | 357 | 311 | 74 | 8 | 1 | 5 | 31 | 70 | 12 | 20 | 4 | 238 | 331 | 318 | 649 | 80 | 289 | 20 | 9 | 285 | 79 | — | — | — | — | — | — |
| 2023 | 24 | A+ RAW | Quad Cities River Bandits | — | 357 | 301 | 81 | 9 | 1 | 6 | 41 | 55 | 12 | 20 | 4 | 269 | 379 | 365 | 744 | 96 | 309 | 15 | 11 | 341 | 79 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | Northwest Arkansas Naturals | — | 249 | 211 | 41 | 6 | 2 | 1 | 26 | 41 | 9 | 3 | 5 | 194 | 309 | 256 | 565 | 62 | 233 | 16 | 10 | 264 | 65 | — | — | — | — | — | — |
| 2024 | 25 | AA RAW | Northwest Arkansas Naturals | — | 249 | 196 | 46 | 7 | 2 | 1 | 41 | 33 | 9 | 3 | 5 | 235 | 390 | 306 | 696 | 71 | 273 | 13 | 16 | 330 | 65 | — | — | — | — | — | — |
| 2025 | 26 | INTL MLE | Tucson Baseball Team | — | 281 | 247 | 80 | 19 | 3 | 1 | 25 | 24 | 4 | 9 | 3 | 324 | 395 | 437 | 832 | 113 | 356 | 9 | 9 | — | — | — | — | — | — | — | — |
| 2025 | 26 | INTL RAW | Tucson Baseball Team | — | 281 | 247 | 80 | 19 | 3 | 1 | 25 | 24 | 4 | 9 | 3 | 324 | 395 | 437 | 832 | 113 | 356 | 9 | 9 | 368 | 135 | — | — | — | — | — | — |
| 2026 | 27 | INTL MLE | Mayos de Navojoa | — | 59 | 53 | 16 | 3 | 0 | 1 | 5 | 7 | 1 | 2 | 1 | 302 | 373 | 415 | 788 | 113 | 333 | 12 | 8 | — | — | — | — | — | — | — | — |
| 2026 | 27 | INTL RAW | Mayos de Navojoa | — | 59 | 53 | 16 | 3 | 0 | 1 | 5 | 7 | 1 | 2 | 1 | 302 | 373 | 415 | 788 | 113 | 333 | 12 | 8 | 356 | 127 | — | — | — | — | — | — |
| 2021 | 22 | ROK MLE | ACL Royals Gold | — | 72 | 62 | 10 | 3 | 0 | 0 | 5 | 19 | 5 | 6 | 0 | 161 | 278 | 210 | 487 | 48 | 212 | 26 | 7 | 211 | 29 | — | — | — | — | — | — |
| 2022 | 23 | A MLE | 2 teams | — | 470 | 412 | 80 | 16 | 4 | 10 | 39 | 114 | 16 | 22 | 3 | 194 | 294 | 325 | 619 | 131 | 232 | 24 | 8 | 272 | 70 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Quad Cities River Bandits | — | 357 | 311 | 74 | 8 | 1 | 5 | 31 | 70 | 12 | 20 | 4 | 238 | 331 | 318 | 649 | 80 | 279 | 20 | 9 | 285 | 79 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | Northwest Arkansas Naturals | — | 249 | 212 | 41 | 6 | 2 | 1 | 26 | 41 | 9 | 3 | 5 | 193 | 309 | 255 | 564 | 61 | 228 | 16 | 10 | 264 | 65 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 25 | AA MLE | Northwest Arkansas Naturals | — | 249 | 212 | 41 | 6 | 2 | 1 | 26 | 41 | 9 | 3 | 5 | 193 | 309 | 255 | 564 | 61 | 228 | 16 | 10 | 264 | 65 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1488 | 1288 | 301 | 55 | 10 | 18 | 131 | 275 | 47 | 62 | 16 | 234 | 327 | 334 | 661 | 100 | 281 | 18 | 9 | 209 | 27 | -129 | +6 | +0 | -9 | +32 | -10.1 | |
| / 162G | — | MLE | — | 650 | 563 | 131 | 24 | 4 | 8 | 57 | 120 | 21 | 27 | 7 | 233 | 327 | 332 | 659 | 99 | 279 | 18 | 9 | 209 | 27 | -56 | +3 | +0 | -4 | +14 | -4.4 | |
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.
2024 AANorthwest Arkansas Naturals · 249 PAwOBA .325 → .264 (−61)K% 13.3% → 16.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.25% | ÷0.991 | ×1.220 | — | — | 16.31% |
| BB% (unintentional) /PA | 16.06% | ÷1.056 | ×0.700 | — | ×0.998 | 10.63% |
| HBP% /PA | 3.61% | — | ×0.870 | — | ×0.998 | 3.14% |
| Singles /BIP | 22.09% | ÷1.073 | ×0.920 | ×0.972 | ×0.998 | 18.37% |
| Doubles /BIP | 4.29% | ÷1.025 | ×0.840 | ×0.972 | ×0.998 | 3.42% |
| Triples /BIP | 1.23% | ÷0.900 | ×0.940 | ×0.972 | ×0.998 | 1.24% |
| Home runs /BIP | 0.61% | ÷0.920 | ×0.800 | — | ×0.998 | 0.53% |
Factors used: league row TL. Park (home-season share, regressed): HR 84, 1B 115, 2B 105, 3B 80, K 98, BB 111 — 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 ×0.972.
Result: wOBA .325 → .264; ISO .071 → .067; BABIP .273 → .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).
2023 A+Quad Cities River Bandits · 357 PAwOBA .336 → .285 (−51)K% 15.4% → 19.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.41% | ÷1.005 | ×1.270 | — | — | 19.46% |
| BB% (unintentional) /PA | 11.48% | ÷0.929 | ×0.710 | — | ×0.988 | 8.67% |
| HBP% /PA | 3.36% | — | ×0.790 | — | ×0.988 | 2.62% |
| Singles /BIP | 26.42% | ÷0.997 | ×0.920 | ×1.007 | ×0.988 | 24.25% |
| Doubles /BIP | 3.66% | ÷0.957 | ×0.810 | ×1.007 | ×0.988 | 3.08% |
| Triples /BIP | 0.41% | ÷0.908 | ×0.850 | ×1.007 | ×0.988 | 0.38% |
| Home runs /BIP | 2.44% | ÷1.033 | ×0.800 | — | ×0.988 | 1.87% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 107, 1B 99, 2B 91, 3B 82, K 101, BB 86 — 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 ×1.007.
Result: wOBA .336 → .285; ISO .096 → .077; BABIP .309 → .279. 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 AColumbia Fireflies · 356 PAwOBA .369 → .279 (−89)K% 18.0% → 26.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.98% | ÷0.937 | ×1.360 | — | — | 26.09% |
| BB% (unintentional) /PA | 14.61% | ÷1.069 | ×0.690 | — | ×0.990 | 9.33% |
| HBP% /PA | 3.93% | — | ×0.780 | — | ×0.990 | 3.04% |
| Singles /BIP | 16.97% | ÷1.054 | ×0.920 | ×0.981 | ×0.990 | 14.40% |
| Doubles /BIP | 8.26% | ÷0.985 | ×0.830 | ×0.981 | ×0.990 | 6.76% |
| Triples /BIP | 1.38% | ÷0.900 | ×0.910 | ×0.981 | ×0.990 | 1.35% |
| Home runs /BIP | 5.50% | ÷1.140 | ×0.800 | — | ×0.990 | 3.82% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 128, 1B 111, 2B 97, 3B 80, K 87, BB 114 — 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 ×0.981.
Result: wOBA .369 → .279; ISO .213 → .163; BABIP .276 → .230. 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+Quad Cities River Bandits · 114 PAwOBA .300 → .249 (−52)K% 14.9% → 18.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.91% | ÷1.016 | ×1.270 | — | — | 18.65% |
| BB% (unintentional) /PA | 7.89% | ÷1.125 | ×0.710 | — | ×0.998 | 4.97% |
| HBP% /PA | 1.75% | — | ×0.790 | — | ×0.998 | 1.38% |
| Singles /BIP | 24.10% | ÷1.005 | ×0.920 | ×0.966 | ×0.998 | 21.26% |
| Doubles /BIP | 2.41% | ÷1.028 | ×0.810 | ×0.966 | ×0.998 | 1.83% |
| Triples /BIP | 1.20% | ÷0.920 | ×0.850 | ×0.966 | ×0.998 | 1.07% |
| Home runs /BIP | 2.41% | ÷1.047 | ×0.800 | — | ×0.998 | 1.84% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 109, 1B 101, 2B 106, 3B 84, K 103, 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.966.
Result: wOBA .300 → .249; ISO .100 → .081; BABIP .274 → .238. 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 ROKACL Royals Gold · 72 PAwOBA .306 → .211 (−95)K% 18.1% → 26.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.06% | ÷0.995 | ×1.440 | — | — | 26.13% |
| BB% (unintentional) /PA | 11.11% | ÷1.004 | ×0.620 | — | ×0.975 | 6.69% |
| HBP% /PA | 6.94% | — | ×0.720 | — | ×0.975 | 4.88% |
| Singles /BIP | 19.57% | ÷0.998 | ×0.820 | ×0.957 | ×0.975 | 15.00% |
| Doubles /BIP | 8.70% | ÷0.949 | ×0.720 | ×0.957 | ×0.975 | 6.15% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | ×0.957 | ×0.975 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.006 | ×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): HR 101, 1B 100, 2B 90, 3B 100, K 99, BB 101 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.957.
Result: wOBA .306 → .211; ISO .068 → .047; BABIP .283 → .212. 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 — .