Sheng-Ping Chen
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2022 | 21 | A+/AARI | 367 | .236/.307/.341 | 4 | 8 | 44 | — | .201/.255/.287 |
| 2023 | 22 | AA/A+/ROK2 orgs | 313 | .227/.327/.342 | 6 | 5 | 41 | — | .174/.246/.256 |
| 2024 | 23 | AAARI | 90 | .183/.239/.244 | 1 | 2 | 16 | — | .179/.216/.238 |
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 | 20 | A | Visalia Rawhide | — | 339 | 298 | 56 | 13 | 1 | 6 | 33 | 118 | 4 | 11 | 1 | 188 | 278 | 299 | 576 | 111 | 284 | 35 | 10 | 264 | 15 | — | — | — | — | — | — |
| 2022 | 21 | A+ | Hillsboro Hops | — | 39 | 33 | 12 | 2 | 0 | 1 | 5 | 4 | 1 | 3 | 0 | 364 | 462 | 515 | 977 | 152 | 393 | 10 | 13 | 436 | 141 | — | — | — | — | — | — |
| 2022 | 21 | A | Visalia Rawhide | — | 328 | 298 | 66 | 19 | 1 | 3 | 25 | 94 | 3 | 5 | 4 | 221 | 288 | 322 | 610 | 101 | 313 | 29 | 8 | 277 | 32 | — | — | — | — | — | — |
| 2023 | 22 | AA | Amarillo Sod Poodles | — | 50 | 43 | 10 | 1 | 1 | 2 | 7 | 12 | 0 | 0 | 0 | 233 | 340 | 442 | 782 | 209 | 276 | 24 | 14 | 347 | 57 | — | — | — | — | — | — |
| 2023 | 22 | A+ | Hillsboro Hops | — | 227 | 198 | 41 | 6 | 0 | 4 | 25 | 59 | 1 | 4 | 2 | 207 | 299 | 298 | 597 | 91 | 270 | 26 | 11 | 274 | 30 | — | — | — | — | — | — |
| 2023 | 22 | ROK | ACL D-backs Red | — | 36 | 28 | 10 | 2 | 1 | 0 | 7 | 9 | 0 | 1 | 0 | 357 | 486 | 500 | 986 | 143 | 500 | 25 | 19 | 428 | 84 | — | — | — | — | — | — |
| 2024 | 23 | AA | Amarillo Sod Poodles | — | 90 | 82 | 15 | 2 | 0 | 1 | 5 | 22 | 1 | 2 | 0 | 183 | 239 | 244 | 483 | 61 | 233 | 24 | 6 | 219 | 16 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 20 | A MLE | Visalia Rawhide | — | 339 | 308 | 43 | 9 | 1 | 4 | 23 | 162 | 4 | 11 | 1 | 140 | 209 | 214 | 423 | 75 | 259 | 48 | 7 | 191 | 15 | — | — | — | — | — | — |
| 2022 | 21 | A+ MLE | Hillsboro Hops | — | 39 | 34 | 12 | 2 | 0 | 1 | 4 | 5 | 1 | 3 | 0 | 353 | 436 | 500 | 936 | 147 | 361 | 13 | 10 | 377 | 141 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | Visalia Rawhide | — | 328 | 306 | 56 | 16 | 1 | 2 | 17 | 128 | 3 | 5 | 4 | 183 | 233 | 261 | 495 | 78 | 298 | 39 | 5 | 215 | 32 | — | — | — | — | — | — |
| 2023 | 22 | AA MLE | Amarillo Sod Poodles | — | 50 | 45 | 8 | 1 | 1 | 1 | 5 | 15 | 0 | 0 | 0 | 178 | 260 | 311 | 571 | 133 | 237 | 30 | 10 | 252 | 57 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | Hillsboro Hops | — | 227 | 206 | 34 | 5 | 0 | 3 | 17 | 81 | 1 | 4 | 2 | 165 | 232 | 233 | 465 | 68 | 242 | 36 | 7 | 212 | 30 | — | — | — | — | — | — |
| 2023 | 22 | ROK MLE | ACL D-backs Red | — | 36 | 31 | 7 | 1 | 1 | 0 | 4 | 13 | 0 | 1 | 0 | 226 | 314 | 323 | 637 | 97 | 369 | 36 | 11 | 293 | 84 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | Amarillo Sod Poodles | — | 90 | 84 | 15 | 2 | 0 | 1 | 3 | 26 | 1 | 2 | 0 | 179 | 216 | 238 | 454 | 60 | 230 | 29 | 3 | 192 | 16 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | Visalia Rawhide | — | 339 | 308 | 43 | 9 | 1 | 4 | 23 | 162 | 4 | 11 | 1 | 140 | 209 | 214 | 423 | 75 | 271 | 48 | 7 | 191 | 15 | — | — | — | — | — | — |
| 2021 | 20 | A RAW | Visalia Rawhide | — | 339 | 298 | 56 | 13 | 1 | 6 | 33 | 118 | 4 | 11 | 1 | 188 | 278 | 299 | 576 | 111 | 284 | 35 | 10 | 264 | 15 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | 2 teams | — | 367 | 341 | 67 | 17 | 1 | 3 | 20 | 133 | 4 | 8 | 4 | 196 | 249 | 279 | 528 | 82 | 312 | 36 | 5 | 232 | 43 | — | — | — | — | — | — |
| 2022 | 21 | A RAW | 2 teams | — | 367 | 331 | 78 | 21 | 1 | 4 | 30 | 98 | 4 | 8 | 4 | 236 | 307 | 341 | 648 | 106 | 323 | 27 | 8 | 294 | 43 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | 3 teams | — | 313 | 281 | 49 | 7 | 1 | 4 | 27 | 108 | 1 | 5 | 2 | 174 | 249 | 249 | 498 | 75 | 262 | 35 | 9 | 228 | 40 | — | — | — | — | — | — |
| 2023 | 22 | A+ RAW | 3 teams | — | 313 | 269 | 61 | 9 | 2 | 6 | 39 | 80 | 1 | 5 | 2 | 227 | 327 | 342 | 669 | 115 | 296 | 26 | 12 | 304 | 40 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | Amarillo Sod Poodles | — | 90 | 84 | 15 | 2 | 0 | 1 | 3 | 26 | 1 | 2 | 0 | 179 | 216 | 238 | 454 | 60 | 241 | 29 | 3 | 192 | 16 | — | — | — | — | — | — |
| 2024 | 23 | AA RAW | Amarillo Sod Poodles | — | 90 | 82 | 15 | 2 | 0 | 1 | 5 | 22 | 1 | 2 | 0 | 183 | 239 | 244 | 483 | 61 | 233 | 24 | 6 | 219 | 16 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | Visalia Rawhide | — | 339 | 309 | 43 | 9 | 1 | 4 | 23 | 162 | 4 | 11 | 1 | 139 | 209 | 214 | 423 | 74 | 259 | 48 | 7 | 191 | 15 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | 2 teams | — | 367 | 340 | 67 | 17 | 1 | 3 | 20 | 133 | 4 | 8 | 4 | 197 | 249 | 279 | 529 | 82 | 305 | 36 | 5 | 232 | 43 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | 3 teams | — | 313 | 282 | 49 | 7 | 1 | 4 | 27 | 108 | 1 | 5 | 2 | 174 | 249 | 248 | 497 | 74 | 256 | 35 | 9 | 228 | 40 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | Amarillo Sod Poodles | — | 90 | 86 | 15 | 2 | 0 | 1 | 3 | 26 | 1 | 2 | 0 | 174 | 216 | 233 | 448 | 58 | 230 | 29 | 3 | 192 | 16 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 23 | AA MLE | Amarillo Sod Poodles | — | 90 | 86 | 15 | 2 | 0 | 1 | 3 | 26 | 1 | 2 | 0 | 174 | 216 | 233 | 448 | 58 | 230 | 29 | 3 | 192 | 16 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1109 | 1014 | 174 | 35 | 3 | 12 | 73 | 429 | 10 | 26 | 7 | 172 | 234 | 248 | 482 | 76 | 280 | 39 | 7 | 215 | 32 | -90 | +2 | +0 | +12 | +24 | -5.3 | |
| / 162G | — | MLE | — | 650 | 594 | 103 | 21 | 2 | 7 | 43 | 251 | 6 | 15 | 4 | 173 | 237 | 251 | 488 | 77 | 282 | 39 | 7 | 215 | 32 | -53 | +1 | +0 | +7 | +14 | -3.1 | |
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 AAAmarillo Sod Poodles · 90 PAwOBA .216 → .192 (−24)K% 24.4% → 29.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.44% | ÷1.018 | ×1.220 | — | — | 29.30% |
| BB% (unintentional) /PA | 5.56% | ÷1.026 | ×0.700 | — | ×1.012 | 3.83% |
| HBP% /PA | 1.11% | — | ×0.870 | — | ×1.012 | 0.98% |
| Singles /BIP | 20.00% | ÷0.974 | ×0.920 | ×1.050 | ×1.012 | 20.07% |
| Doubles /BIP | 3.33% | ÷0.966 | ×0.840 | ×1.050 | ×1.012 | 3.08% |
| Triples /BIP | 0.00% | ÷0.987 | ×0.940 | ×1.050 | ×1.012 | 0.00% |
| Home runs /BIP | 1.67% | ÷1.229 | ×0.800 | — | ×1.012 | 1.10% |
Factors used: league row TL. Park (home-season share, regressed): HR 146, 1B 95, 2B 93, 3B 97, K 104, BB 105 — 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 ×1.050.
Result: wOBA .216 → .192; ISO .061 → .046; BABIP .233 → .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).
2023 A+Hillsboro Hops · 227 PAwOBA .270 → .212 (−58)K% 26.0% → 35.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.99% | ÷0.987 | ×1.350 | — | — | 35.54% |
| BB% (unintentional) /PA | 11.01% | ÷1.038 | ×0.710 | — | ×0.998 | 7.52% |
| HBP% /PA | 0.44% | — | ×0.810 | — | ×0.998 | 0.36% |
| Singles /BIP | 22.30% | ÷0.980 | ×0.910 | ×0.979 | ×0.998 | 20.24% |
| Doubles /BIP | 4.32% | ÷0.947 | ×0.830 | ×0.979 | ×0.998 | 3.70% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.820 | ×0.979 | ×0.998 | 0.00% |
| Home runs /BIP | 2.88% | ÷0.952 | ×0.830 | — | ×0.998 | 2.51% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 90, 1B 96, 2B 89, 3B 80, K 97, BB 108 — 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 ×0.979.
Result: wOBA .270 → .212; ISO .091 → .073; BABIP .270 → .242. 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 AAAmarillo Sod Poodles · 50 PAwOBA .339 → .252 (−86)K% 24.0% → 29.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.00% | ÷1.003 | ×1.220 | — | — | 29.20% |
| BB% (unintentional) /PA | 14.00% | ÷0.922 | ×0.700 | — | ×1.027 | 10.92% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.027 | 0.00% |
| Singles /BIP | 19.35% | ÷1.054 | ×0.920 | — | ×1.027 | 17.36% |
| Doubles /BIP | 3.23% | ÷1.008 | ×0.840 | — | ×1.027 | 2.76% |
| Triples /BIP | 3.23% | ÷1.124 | ×0.940 | — | ×1.027 | 2.77% |
| Home runs /BIP | 6.45% | ÷1.637 | ×0.800 | — | ×1.027 | 3.24% |
Factors used: league row TL. Park (home-season share, regressed): HR 227, 1B 111, 2B 102, 3B 125, K 101, BB 84 — 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).
Result: wOBA .339 → .252; ISO .209 → .125; BABIP .276 → .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).
2023 ROKACL D-backs Red · 36 PAwOBA .430 → .293 (−137)K% 25.0% → 35.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷1.005 | ×1.440 | — | — | 35.82% |
| BB% (unintentional) /PA | 19.44% | ÷1.023 | ×0.620 | — | ×0.965 | 11.37% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.965 | 0.00% |
| Singles /BIP | 36.84% | ÷1.033 | ×0.820 | — | ×0.965 | 28.21% |
| Doubles /BIP | 10.53% | ÷0.987 | ×0.720 | — | ×0.965 | 7.41% |
| Triples /BIP | 5.26% | ÷1.150 | ×0.720 | — | ×0.965 | 3.18% |
| Home runs /BIP | 0.00% | ÷0.918 | ×0.780 | — | ×0.965 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 107, 2B 97, 3B 130, K 101, BB 105 — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average).
Result: wOBA .430 → .293; ISO .143 → .094; BABIP .500 → .369. 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 AVisalia Rawhide · 328 PAwOBA .270 → .215 (−54)K% 28.7% → 38.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.66% | ÷1.001 | ×1.360 | — | — | 38.93% |
| BB% (unintentional) /PA | 7.62% | ÷1.023 | ×0.690 | — | — | 5.14% |
| HBP% /PA | 0.91% | — | ×0.780 | — | — | 0.71% |
| Singles /BIP | 21.08% | ÷0.997 | ×0.920 | ×1.050 | — | 20.43% |
| Doubles /BIP | 9.31% | ÷0.942 | ×0.830 | ×1.050 | — | 8.62% |
| Triples /BIP | 0.49% | ÷1.000 | ×0.910 | ×1.050 | — | 0.47% |
| Home runs /BIP | 1.47% | ÷1.062 | ×0.800 | — | — | 1.11% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 112, 1B 99, 2B 88, 3B 100, K 100, BB 105 — 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 ×1.050.
Result: wOBA .270 → .215; ISO .101 → .078; BABIP .313 → .298. 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+Hillsboro Hops · 39 PAwOBA .425 → .377 (−48)K% 10.3% → 13.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.26% | ÷1.046 | ×1.350 | — | — | 13.23% |
| BB% (unintentional) /PA | 12.82% | ÷0.974 | ×0.710 | — | ×1.012 | 9.46% |
| HBP% /PA | 2.56% | — | ×0.810 | — | ×1.012 | 2.10% |
| Singles /BIP | 31.03% | ÷0.965 | ×0.910 | — | ×1.012 | 29.62% |
| Doubles /BIP | 6.90% | ÷1.100 | ×0.830 | — | ×1.012 | 5.27% |
| Triples /BIP | 0.00% | ÷1.006 | ×0.820 | — | ×1.012 | 0.00% |
| Home runs /BIP | 3.45% | ÷0.848 | ×0.830 | — | ×1.012 | 3.42% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 70, 1B 93, 2B 120, 3B 101, K 109, BB 95 — 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).
Result: wOBA .425 → .377; ISO .152 → .138; BABIP .393 → .361. 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 AVisalia Rawhide · 339 PAwOBA .259 → .191 (−67)K% 34.8% → 47.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 34.81% | ÷0.988 | ×1.360 | — | — | 47.93% |
| BB% (unintentional) /PA | 9.73% | ÷1.013 | ×0.690 | — | ×1.015 | 6.73% |
| HBP% /PA | 1.18% | — | ×0.780 | — | ×1.015 | 0.93% |
| Singles /BIP | 20.00% | ÷1.006 | ×0.920 | ×1.027 | ×1.015 | 19.07% |
| Doubles /BIP | 7.22% | ÷1.056 | ×0.830 | ×1.027 | ×1.015 | 5.92% |
| Triples /BIP | 0.56% | ÷1.054 | ×0.910 | ×1.027 | ×1.015 | 0.50% |
| Home runs /BIP | 3.33% | ÷0.923 | ×0.800 | — | ×1.015 | 2.93% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 85, 1B 101, 2B 111, 3B 111, K 98, BB 103 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .259 → .191; ISO .111 → .079; BABIP .284 → .259. 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).