Shawn Ross
SS Buffalo Bisons| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 24 | A+PIT | 375 | .193/.337/.459 | 23 | 12 | 50 | — | .134/.235/.317 |
| 2025 | 25 | AAA/AA/INTL2 orgs | 272 | .166/.279/.285 | 6 | 1 | 14 | — | .120/.201/.193 |
| 2026 | 26 | AAA/AA2 orgs | 271 | .178/.326/.397 | 11 | 3 | 50 | — | .142/.251/.303 |
| 2027PROJ30% MLB | 27 | MLBTOR | 46 | .150/.245/.282 | 1 | 0 | 50 | -0.1 | |
| 2028PROJ42% MLB | 28 | MLBTOR | 80 | .153/.247/.285 | 2 | 1 | 51 | -0.2 |
Tools · ContractCON 20 / POW 43
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) | |||||||||||||||||||||||||||||||
| 2022 | 22 | INTL | RA12 | — | 100 | 84 | 10 | 1 | 1 | 1 | 14 | 40 | 1 | 1 | 1 | 119 | 253 | 190 | 443 | 71 | 209 | 40 | 14 | 218 | 34 | — | — | — | — | — | — |
| 2023 | 23 | A+ | Greensboro Grasshoppers | — | 216 | 182 | 37 | 6 | 0 | 14 | 33 | 88 | 0 | 0 | 1 | 203 | 326 | 467 | 793 | 264 | 284 | 41 | 15 | 348 | 30 | — | — | — | — | — | — |
| 2023 | 23 | INTL | RA12 | — | 48 | 40 | 3 | 0 | 0 | 0 | 6 | 19 | 1 | 0 | 1 | 75 | 213 | 75 | 288 | 136 | 40 | 12 | 159 | -6 | — | — | — | — | — | — | |
| 2024 | 24 | A+ | Greensboro Grasshoppers | — | 375 | 305 | 59 | 10 | 1 | 23 | 57 | 132 | 9 | 12 | 1 | 193 | 337 | 459 | 796 | 266 | 235 | 35 | 15 | 350 | 50 | — | — | — | — | — | — |
| 2025 | 25 | AAA | Indianapolis Indians | — | 125 | 109 | 20 | 4 | 0 | 3 | 14 | 54 | 2 | 0 | 1 | 183 | 288 | 303 | 591 | 119 | 327 | 43 | 11 | 275 | 14 | — | — | — | — | — | — |
| 2025 | 25 | AA | Altoona Curve | — | 114 | 98 | 16 | 6 | 0 | 2 | 15 | 48 | 1 | 0 | 0 | 163 | 281 | 286 | 566 | 122 | 292 | 42 | 13 | 266 | 7 | — | — | — | — | — | — |
| 2025 | 25 | INTL | Indios de Mayaguez | — | 33 | 28 | 3 | 0 | 0 | 1 | 5 | 15 | 0 | 1 | 0 | 107 | 242 | 214 | 457 | 107 | 167 | 45 | 15 | 224 | 37 | — | — | — | — | — | — |
| 2026 | 26 | AAA | Buffalo Bisons | — | 194 | 162 | 27 | 11 | 1 | 4 | 26 | 75 | 3 | 3 | 1 | 167 | 293 | 321 | 614 | 154 | 274 | 39 | 13 | 280 | 28 | — | — | — | — | — | — |
| 2026 | 26 | AA | Altoona Curve | — | 77 | 57 | 12 | 2 | 0 | 7 | 18 | 29 | 1 | 0 | 0 | 211 | 408 | 614 | 1.022 | 404 | 227 | 38 | 23 | 430 | 105 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 23 | A+ MLE | Greensboro Grasshoppers | — | 216 | 196 | 24 | 3 | 0 | 9 | 19 | 115 | 0 | 0 | 1 | 122 | 200 | 276 | 476 | 153 | 206 | 53 | 9 | 213 | 30 | — | — | — | — | — | — |
| 2024 | 24 | A+ MLE | Greensboro Grasshoppers | — | 375 | 328 | 44 | 7 | 1 | 17 | 34 | 168 | 9 | 12 | 1 | 134 | 235 | 317 | 552 | 183 | 179 | 45 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | Indianapolis Indians | — | 125 | 114 | 15 | 3 | 0 | 2 | 9 | 67 | 2 | 0 | 1 | 132 | 208 | 211 | 419 | 79 | 282 | 54 | 7 | 189 | 14 | — | — | — | — | — | — |
| 2025 | 25 | AA MLE | Altoona Curve | — | 114 | 103 | 11 | 4 | 0 | 1 | 10 | 62 | 1 | 0 | 0 | 107 | 193 | 175 | 368 | 68 | 244 | 54 | 9 | 179 | 7 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | Buffalo Bisons | — | 194 | 170 | 23 | 9 | 1 | 3 | 18 | 90 | 3 | 3 | 1 | 135 | 230 | 253 | 483 | 118 | 237 | 46 | 9 | 210 | 28 | — | — | — | — | — | — |
| 2026 | 26 | AA MLE | Altoona Curve | — | 77 | 63 | 10 | 2 | 0 | 5 | 12 | 35 | 1 | 0 | 0 | 159 | 303 | 429 | 731 | 270 | 192 | 45 | 16 | 324 | 105 | — | — | — | — | — | — |
| 2022 | 22 | INTL MLE | RA12 | — | 100 | 84 | 10 | 1 | 1 | 1 | 14 | 40 | 1 | 1 | 1 | 119 | 253 | 190 | 443 | 71 | 209 | 40 | 14 | — | — | — | — | — | — | — | — |
| 2022 | 22 | INTL RAW | RA12 | — | 100 | 84 | 10 | 1 | 1 | 1 | 14 | 40 | 1 | 1 | 1 | 119 | 253 | 190 | 443 | 71 | 209 | 40 | 14 | 218 | 34 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 264 | 238 | 30 | 4 | 0 | 11 | 23 | 140 | 1 | 0 | 2 | 126 | 206 | 282 | 488 | 155 | 213 | 53 | 9 | 213 | 30 | — | — | — | — | — | — |
| 2023 | 23 | A+ RAW | 2 teams | — | 264 | 222 | 40 | 6 | 0 | 14 | 39 | 107 | 1 | 0 | 2 | 180 | 305 | 396 | 702 | 216 | 252 | 41 | 15 | 314 | 30 | — | — | — | — | — | — |
| 2024 | 24 | A+ MLE | Greensboro Grasshoppers | — | 375 | 328 | 44 | 7 | 1 | 17 | 34 | 168 | 9 | 12 | 1 | 134 | 235 | 317 | 552 | 183 | 185 | 45 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2024 | 24 | A+ RAW | Greensboro Grasshoppers | — | 375 | 305 | 59 | 10 | 1 | 23 | 57 | 132 | 9 | 12 | 1 | 193 | 337 | 459 | 796 | 266 | 235 | 35 | 15 | 350 | 50 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 3 teams | — | 272 | 247 | 30 | 8 | 0 | 4 | 22 | 147 | 3 | 1 | 1 | 121 | 202 | 202 | 405 | 81 | 271 | 54 | 8 | 184 | 11 | — | — | — | — | — | — |
| 2025 | 25 | AAA RAW | 3 teams | — | 272 | 235 | 39 | 10 | 0 | 6 | 34 | 117 | 3 | 1 | 1 | 166 | 279 | 285 | 565 | 119 | 295 | 43 | 12 | 265 | 11 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 271 | 233 | 32 | 10 | 1 | 8 | 30 | 125 | 4 | 3 | 1 | 137 | 247 | 292 | 539 | 155 | 235 | 46 | 11 | 242 | 50 | — | — | — | — | — | — |
| 2026 | 26 | AAA RAW | 2 teams | — | 271 | 219 | 39 | 13 | 1 | 11 | 44 | 104 | 4 | 3 | 1 | 178 | 326 | 397 | 723 | 219 | 264 | 38 | 16 | 323 | 50 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 264 | 238 | 30 | 4 | 0 | 11 | 23 | 140 | 1 | 0 | 2 | 126 | 206 | 282 | 488 | 155 | 206 | 53 | 9 | 213 | 30 | — | — | — | — | — | — |
| 2024 | 24 | A+ MLE | Greensboro Grasshoppers | — | 375 | 329 | 44 | 7 | 1 | 17 | 34 | 168 | 9 | 12 | 1 | 134 | 235 | 316 | 551 | 182 | 179 | 45 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 3 teams | — | 272 | 245 | 30 | 8 | 0 | 4 | 22 | 147 | 3 | 1 | 1 | 122 | 202 | 204 | 406 | 82 | 264 | 54 | 8 | 184 | 11 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 271 | 235 | 32 | 10 | 1 | 8 | 30 | 125 | 4 | 3 | 1 | 136 | 247 | 289 | 537 | 153 | 224 | 46 | 11 | 242 | 50 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 24 | A+ MLE | Greensboro Grasshoppers | — | 375 | 329 | 44 | 7 | 1 | 17 | 34 | 168 | 9 | 12 | 1 | 134 | 235 | 316 | 551 | 182 | 179 | 45 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 3 teams | — | 272 | 245 | 30 | 8 | 0 | 4 | 22 | 147 | 3 | 1 | 1 | 122 | 202 | 204 | 406 | 82 | 264 | 54 | 8 | 184 | 11 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 271 | 235 | 32 | 10 | 1 | 8 | 30 | 125 | 4 | 3 | 1 | 136 | 247 | 289 | 537 | 153 | 224 | 46 | 11 | 242 | 50 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB MLE | TOR | 30% | 321 | 282 | 42 | 10 | 1 | 8 | 32 | 139 | 4 | 3 | 1 | 150 | 245 | 282 | 527 | 132 | 245 | 43 | 10 | 243 | 50 | -19 | +0 | +0 | +3 | +7 | -0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB CTX | TOR | 30% | 46 | 40 | 5 | 1 | 0 | 1 | 5 | 20 | 1 | 0 | 0 | 150 | 245 | 282 | 528 | 133 | 246 | 43 | 11 | 243 | 50 | -3 | +0 | +0 | +0 | +1 | -0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 28 | MLB MLE | TOR | 42% | 193 | 170 | 26 | 6 | 1 | 5 | 19 | 82 | 2 | 1 | 1 | 153 | 247 | 284 | 531 | 131 | 247 | 42 | 10 | 244 | 51 | -11 | -0 | -1 | +2 | +4 | -0.6 |
| 2028 | 28 | MLB CTX | TOR | 42% | 80 | 71 | 11 | 3 | 0 | 2 | 8 | 34 | 1 | 1 | 0 | 153 | 247 | 285 | 532 | 131 | 248 | 42 | 10 | 244 | 51 | -5 | +0 | -0 | +1 | +2 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 80 | 71 | 11 | 3 | 0 | 2 | 8 | 34 | 1 | 1 | 0 | 155 | 250 | 282 | 532 | 127 | 257 | 42 | 10 | 244 | 30 | -5 | +0 | -0 | +1 | +2 | -0.2 | |
| / 162G | — | A+C | — | 650 | 577 | 89 | 24 | 0 | 16 | 65 | 276 | 8 | 8 | 0 | 154 | 249 | 279 | 528 | 125 | 256 | 42 | 10 | 244 | 30 | -38 | +2 | -2 | +7 | +14 | -1.8 | |
| Career | — | MLE | — | 1630 | 1437 | 192 | 41 | 4 | 50 | 157 | 769 | 22 | 20 | 8 | 134 | 230 | 272 | 502 | 138 | 226 | 47 | 10 | 213 | 30 | -20 | -0 | -1 | +4 | +8 | -1.0 | |
| / 162G | — | MLE | — | 650 | 573 | 77 | 16 | 2 | 20 | 63 | 307 | 9 | 8 | 3 | 134 | 231 | 274 | 505 | 140 | 228 | 47 | 10 | 213 | 30 | -38 | -0 | -1 | +7 | +14 | -1.9 | |
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.
2026 AAABuffalo Bisons · 194 PAwOBA .275 → .210 (−65)K% 38.7% → 46.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 38.66% | ÷1.000 | ×1.200 | — | — | 46.39% |
| BB% (unintentional) /PA | 13.40% | ÷1.000 | ×0.690 | — | ×1.003 | 9.28% |
| HBP% /PA | 1.55% | — | ×0.940 | — | ×1.003 | 1.46% |
| Singles /BIP | 12.64% | ÷1.000 | ×0.930 | ×0.989 | ×1.003 | 11.66% |
| Doubles /BIP | 12.64% | ÷1.000 | ×0.830 | ×0.989 | ×1.003 | 10.41% |
| Triples /BIP | 1.15% | ÷1.000 | ×0.970 | ×0.989 | ×1.003 | 1.11% |
| Home runs /BIP | 4.60% | ÷1.000 | ×0.700 | — | ×1.003 | 3.23% |
Factors used: league row International League. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.989.
Result: wOBA .275 → .210; ISO .154 → .115; BABIP .274 → .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).
2026 AAAltoona Curve · 77 PAwOBA .425 → .324 (−101)K% 37.7% → 45.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 37.66% | ÷1.000 | ×1.220 | — | — | 45.95% |
| BB% (unintentional) /PA | 23.38% | ÷1.000 | ×0.700 | — | ×0.978 | 16.00% |
| HBP% /PA | 1.30% | — | ×0.850 | — | ×0.978 | 1.08% |
| Singles /BIP | 10.71% | ÷1.000 | ×0.970 | — | ×0.978 | 10.16% |
| Doubles /BIP | 7.14% | ÷1.000 | ×0.860 | — | ×0.978 | 6.01% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.950 | — | ×0.978 | 0.00% |
| Home runs /BIP | 25.00% | ÷1.000 | ×0.780 | — | ×0.978 | 19.07% |
Factors used: league row EL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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).
Result: wOBA .425 → .324; ISO .404 → .316; BABIP .227 → .192. 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).
2025 AAAIndianapolis Indians · 125 PAwOBA .268 → .189 (−79)K% 43.2% → 53.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 43.20% | ÷0.965 | ×1.200 | — | — | 53.73% |
| BB% (unintentional) /PA | 11.20% | ÷1.112 | ×0.690 | — | ×1.018 | 7.08% |
| HBP% /PA | 1.60% | — | ×0.940 | — | ×1.018 | 1.53% |
| Singles /BIP | 23.64% | ÷1.008 | ×0.930 | ×0.950 | ×1.018 | 21.10% |
| Doubles /BIP | 7.27% | ÷0.995 | ×0.830 | ×0.950 | ×1.018 | 5.86% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.970 | ×0.950 | ×1.018 | 0.00% |
| Home runs /BIP | 5.45% | ÷0.915 | ×0.700 | — | ×1.018 | 4.25% |
Factors used: league row International League. Park (home-season share, regressed): HR 83, 1B 102, 2B 99, 3B 130, K 93, BB 122 — 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 ×0.950.
Result: wOBA .268 → .189; ISO .119 → .080; BABIP .327 → .282. 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).
2025 AAAltoona Curve · 114 PAwOBA .260 → .179 (−81)K% 42.1% → 54.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 42.11% | ÷0.947 | ×1.220 | — | — | 54.23% |
| BB% (unintentional) /PA | 13.16% | ÷1.033 | ×0.700 | — | ×0.988 | 8.81% |
| HBP% /PA | 0.88% | — | ×0.850 | — | ×0.988 | 0.74% |
| Singles /BIP | 16.00% | ÷1.024 | ×0.970 | ×0.950 | ×0.988 | 14.23% |
| Doubles /BIP | 12.00% | ÷1.036 | ×0.860 | ×0.950 | ×0.988 | 9.35% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.950 | ×0.950 | ×0.988 | 0.00% |
| Home runs /BIP | 4.00% | ÷0.891 | ×0.780 | — | ×0.988 | 3.46% |
Factors used: league row EL. Park (home-season share, regressed): HR 78, 1B 105, 2B 107, 3B 130, K 89, 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .260 → .179; ISO .122 → .083; BABIP .292 → .244. 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).
2024 A+Greensboro Grasshoppers · 375 PAwOBA .343 → .242 (−101)K% 35.2% → 44.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.20% | ÷1.029 | ×1.310 | — | — | 44.81% |
| BB% (unintentional) /PA | 14.93% | ÷0.974 | ×0.600 | — | ×0.978 | 8.99% |
| HBP% /PA | 2.40% | — | ×0.770 | — | ×0.978 | 1.81% |
| Singles /BIP | 14.45% | ÷1.024 | ×0.870 | ×0.950 | ×0.978 | 11.41% |
| Doubles /BIP | 5.78% | ÷0.950 | ×0.780 | ×0.950 | ×0.978 | 4.41% |
| Triples /BIP | 0.58% | ÷0.900 | ×0.850 | ×0.950 | ×0.978 | 0.51% |
| Home runs /BIP | 13.29% | ÷1.106 | ×0.880 | — | ×0.978 | 10.35% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 121, 1B 105, 2B 90, 3B 80, K 106, BB 95 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .343 → .242; ISO .266 → .199; BABIP .235 → .179. 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+Greensboro Grasshoppers · 216 PAwOBA .339 → .213 (−126)K% 40.7% → 53.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 40.74% | ÷1.005 | ×1.310 | — | — | 53.09% |
| BB% (unintentional) /PA | 14.81% | ÷1.007 | ×0.600 | — | ×0.988 | 8.72% |
| HBP% /PA | 0.00% | — | ×0.770 | — | ×0.988 | 0.00% |
| Singles /BIP | 18.09% | ÷1.016 | ×0.870 | ×0.950 | ×0.988 | 14.54% |
| Doubles /BIP | 6.38% | ÷1.154 | ×0.780 | ×0.950 | ×0.988 | 4.05% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.850 | ×0.950 | ×0.988 | 0.00% |
| Home runs /BIP | 14.89% | ÷1.202 | ×0.880 | — | ×0.988 | 10.77% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 140, 1B 103, 2B 131, 3B 80, K 101, BB 101 — 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 ×0.950.
Result: wOBA .339 → .213; ISO .264 → .165; BABIP .284 → .206. 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 — .