David Shirley
SS DSL Miami| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2025 | 17 | ROKMIA | 90 | .286/.389/.468 | 3 | 4 | 50 | — | .200/.289/.288 |
| 2026 | 18 | ROKDSL Miami | 149 | .318/.396/.447 | 2 | 11 | 51 | — | .204/.268/.277 |
| 2027PROJMLE | 19 | MLBMIA | 259 | .226/.289/.313 | 3 | 5 | 71 | 0.1 | |
| 2028PROJ34% MLB | 20 | MLBMIA | 45 | .222/.287/.311 | 1 | 1 | 75 | 0.0 | |
| 2029PROJ48% MLB | 21 | MLBMIA | 111 | .225/.291/.320 | 1 | 3 | 79 | 0.1 |
Tools · ContractCON 59 / POW 39
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) | |||||||||||||||||||||||||||||||
| 2025 | 17 | ROK | DSL Marlins | — | 90 | 77 | 22 | 3 | 1 | 3 | 11 | 14 | 2 | 4 | 1 | 286 | 389 | 468 | 856 | 182 | 317 | 16 | 12 | 383 | 50 | — | — | — | — | — | — |
| 2026 | 18 | ROK | DSL Miami | — | 149 | 132 | 42 | 5 | 3 | 2 | 16 | 25 | 1 | 11 | 2 | 318 | 396 | 447 | 843 | 129 | 381 | 17 | 11 | 378 | 51 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2025 | 17 | ROK MLE | DSL Marlins | — | 90 | 80 | 16 | 2 | 1 | 1 | 8 | 18 | 2 | 4 | 1 | 200 | 289 | 287 | 576 | 87 | 224 | 20 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Miami | — | 149 | 137 | 28 | 3 | 2 | 1 | 11 | 31 | 1 | 11 | 2 | 204 | 268 | 277 | 546 | 73 | 256 | 21 | 7 | 244 | 51 | — | — | — | — | — | — |
| 2025 | 17 | ROK MLE | DSL Marlins | — | 90 | 80 | 16 | 2 | 1 | 1 | 8 | 18 | 2 | 4 | 1 | 200 | 289 | 287 | 576 | 87 | 246 | 20 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2025 | 17 | ROK RAW | DSL Marlins | — | 90 | 77 | 22 | 3 | 1 | 3 | 11 | 14 | 2 | 4 | 1 | 286 | 389 | 468 | 856 | 182 | 317 | 16 | 12 | 383 | 50 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Miami | — | 149 | 137 | 28 | 3 | 2 | 1 | 11 | 31 | 1 | 11 | 2 | 204 | 268 | 277 | 546 | 73 | 257 | 21 | 7 | 244 | 51 | — | — | — | — | — | — |
| 2026 | 18 | ROK RAW | DSL Miami | — | 149 | 132 | 42 | 5 | 3 | 2 | 16 | 25 | 1 | 11 | 2 | 318 | 396 | 447 | 843 | 129 | 381 | 17 | 11 | 378 | 51 | — | — | — | — | — | — |
| 2025 | 17 | ROK MLE | DSL Marlins | — | 90 | 80 | 16 | 2 | 1 | 1 | 8 | 18 | 2 | 4 | 1 | 200 | 289 | 287 | 576 | 87 | 224 | 20 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Miami | — | 149 | 136 | 28 | 3 | 2 | 1 | 11 | 31 | 1 | 11 | 2 | 206 | 268 | 279 | 548 | 74 | 256 | 21 | 7 | 244 | 51 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2025 | 17 | ROK MLE | DSL Marlins | — | 90 | 80 | 16 | 2 | 1 | 1 | 8 | 18 | 2 | 4 | 1 | 200 | 289 | 287 | 576 | 87 | 224 | 20 | 9 | 242 | 50 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Miami | — | 149 | 136 | 28 | 3 | 2 | 1 | 11 | 31 | 1 | 11 | 2 | 206 | 268 | 279 | 548 | 74 | 256 | 21 | 7 | 244 | 51 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 19 | MLB MLE | MIA | 0% | 259 | 236 | 54 | 8 | 3 | 3 | 19 | 64 | 2 | 5 | 1 | 226 | 289 | 313 | 601 | 87 | 295 | 25 | 7 | 273 | 71 | -9 | +1 | +0 | +3 | +6 | 0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 20 | MLB MLE | MIA | 34% | 131 | 119 | 27 | 4 | 1 | 2 | 10 | 32 | 1 | 3 | 1 | 229 | 294 | 324 | 618 | 95 | 297 | 24 | 8 | 279 | 75 | -4 | +0 | +0 | +1 | +3 | 0.1 |
| 2029 | 21 | MLB MLE | MIA | 48% | 230 | 208 | 48 | 7 | 2 | 3 | 17 | 56 | 3 | 5 | 1 | 232 | 297 | 333 | 631 | 102 | 297 | 24 | 7 | 285 | 79 | -6 | +1 | +0 | +2 | +5 | 0.2 |
| 2030 | 22 | MLB MLE | MIA | 54% | 341 | 308 | 72 | 11 | 3 | 5 | 26 | 82 | 4 | 8 | 2 | 234 | 300 | 341 | 642 | 107 | 298 | 24 | 8 | 289 | 82 | -7 | +1 | +0 | +4 | +7 | 0.5 |
| 2031 | 23 | MLB MLE | MIA | 57% | 418 | 378 | 90 | 14 | 4 | 7 | 32 | 99 | 5 | 10 | 3 | 236 | 302 | 348 | 650 | 112 | 298 | 24 | 8 | 293 | 84 | -8 | +1 | +0 | +4 | +9 | 0.7 |
| 2032 | 24 | MLB MLE | MIA | 57% | 467 | 423 | 99 | 15 | 4 | 8 | 36 | 110 | 5 | 11 | 3 | 237 | 304 | 353 | 657 | 116 | 299 | 24 | 8 | 296 | 86 | -8 | +1 | +0 | +5 | +10 | 0.9 |
| 2033 | 25 | MLB MLE | MIA | 57% | 495 | 449 | 106 | 16 | 4 | 9 | 38 | 117 | 5 | 12 | 3 | 237 | 305 | 354 | 659 | 117 | 299 | 24 | 8 | 296 | 86 | -8 | +1 | +0 | +5 | +11 | 0.9 |
| 2034 | 26 | MLB MLE | MIA | 56% | 510 | 460 | 110 | 17 | 5 | 9 | 39 | 121 | 6 | 12 | 3 | 237 | 304 | 354 | 659 | 117 | 299 | 24 | 8 | 296 | 86 | -8 | +1 | +0 | +5 | +11 | 1.0 |
| 2035 | 27 | MLB MLE | MIA | 55% | 515 | 466 | 110 | 17 | 5 | 9 | 39 | 123 | 5 | 12 | 3 | 236 | 304 | 352 | 655 | 115 | 298 | 24 | 8 | 295 | 86 | -9 | +1 | +0 | +6 | +11 | 0.9 |
| 2036 | 28 | MLB MLE | MIA | 55% | 511 | 462 | 109 | 17 | 4 | 9 | 39 | 123 | 5 | 11 | 3 | 235 | 302 | 347 | 649 | 113 | 298 | 24 | 8 | 292 | 84 | -10 | +1 | -1 | +5 | +11 | 0.7 |
| 2037 | 29 | MLB MLE | MIA | 53% | 501 | 453 | 105 | 16 | 4 | 8 | 38 | 122 | 5 | 10 | 3 | 233 | 299 | 342 | 641 | 109 | 297 | 24 | 8 | 289 | 82 | -11 | +1 | -1 | +5 | +11 | 0.5 |
| 2038 | 30 | MLB MLE | MIA | 53% | 489 | 444 | 102 | 15 | 4 | 8 | 37 | 120 | 5 | 10 | 3 | 230 | 296 | 334 | 630 | 104 | 295 | 25 | 8 | 284 | 79 | -12 | +1 | -2 | +5 | +11 | 0.2 |
| 2039 | 31 | MLB MLE | MIA | 57% | 474 | 432 | 98 | 15 | 4 | 7 | 35 | 119 | 4 | 8 | 4 | 226 | 291 | 325 | 616 | 99 | 293 | 25 | 7 | 279 | 75 | -14 | +0 | -3 | +5 | +10 | -0.2 |
| 2028 | 20 | MLB CTX | MIA | 34% | 45 | 42 | 9 | 1 | 0 | 1 | 3 | 11 | 0 | 1 | 0 | 222 | 287 | 311 | 598 | 89 | 288 | 24 | 7 | 272 | 75 | -1 | +0 | +0 | +0 | +1 | 0.0 |
| 2029 | 21 | MLB CTX | MIA | 48% | 111 | 101 | 22 | 3 | 1 | 1 | 8 | 27 | 1 | 3 | 1 | 225 | 291 | 320 | 611 | 95 | 288 | 24 | 7 | 277 | 79 | -3 | +0 | +0 | +1 | +2 | 0.1 |
| 2030 | 22 | MLB CTX | MIA | 54% | 185 | 167 | 38 | 5 | 2 | 3 | 14 | 44 | 2 | 4 | 1 | 227 | 294 | 327 | 621 | 100 | 289 | 24 | 8 | 281 | 82 | -4 | +0 | +0 | +2 | +4 | 0.2 |
| 2031 | 23 | MLB CTX | MIA | 57% | 237 | 214 | 49 | 7 | 2 | 4 | 18 | 56 | 3 | 6 | 1 | 229 | 296 | 333 | 629 | 105 | 289 | 24 | 8 | 284 | 84 | -4 | +1 | +0 | +3 | +5 | 0.4 |
| 2032 | 24 | MLB CTX | MIA | 57% | 264 | 239 | 54 | 8 | 2 | 4 | 20 | 62 | 3 | 6 | 2 | 230 | 298 | 338 | 636 | 108 | 290 | 23 | 8 | 287 | 86 | -4 | +0 | +0 | +3 | +6 | 0.5 |
| 2033 | 25 | MLB CTX | MIA | 57% | 280 | 254 | 58 | 8 | 2 | 5 | 21 | 66 | 3 | 7 | 2 | 230 | 298 | 339 | 637 | 109 | 290 | 24 | 8 | 287 | 86 | -5 | +1 | +0 | +3 | +6 | 0.5 |
| 2034 | 26 | MLB CTX | MIA | 56% | 288 | 261 | 60 | 9 | 2 | 5 | 22 | 68 | 3 | 7 | 2 | 230 | 298 | 339 | 637 | 109 | 290 | 24 | 8 | 287 | 86 | -5 | +1 | +0 | +3 | +6 | 0.5 |
| 2035 | 27 | MLB CTX | MIA | 55% | 286 | 259 | 59 | 9 | 2 | 5 | 22 | 68 | 3 | 7 | 2 | 229 | 297 | 337 | 634 | 108 | 289 | 24 | 8 | 286 | 86 | -5 | +1 | +0 | +3 | +6 | 0.5 |
| 2036 | 28 | MLB CTX | MIA | 55% | 280 | 254 | 57 | 8 | 2 | 5 | 21 | 67 | 3 | 6 | 2 | 228 | 295 | 333 | 628 | 105 | 289 | 24 | 8 | 284 | 84 | -5 | +0 | -0 | +3 | +6 | 0.4 |
| 2037 | 29 | MLB CTX | MIA | 53% | 268 | 243 | 55 | 8 | 2 | 4 | 20 | 65 | 3 | 5 | 2 | 226 | 293 | 327 | 620 | 102 | 288 | 24 | 7 | 281 | 82 | -6 | +0 | -1 | +3 | +6 | 0.2 |
| 2038 | 30 | MLB CTX | MIA | 53% | 257 | 234 | 52 | 7 | 2 | 4 | 19 | 63 | 2 | 5 | 2 | 223 | 289 | 321 | 610 | 98 | 287 | 25 | 7 | 276 | 79 | -7 | +0 | -1 | +3 | +6 | 0.1 |
| 2039 | 31 | MLB CTX | MIA | 57% | 268 | 244 | 54 | 8 | 2 | 4 | 20 | 67 | 2 | 5 | 2 | 219 | 285 | 312 | 597 | 93 | 284 | 25 | 7 | 271 | 75 | -8 | +0 | -2 | +3 | +6 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2769 | 2512 | 567 | 81 | 21 | 45 | 208 | 664 | 28 | 62 | 19 | 226 | 292 | 328 | 621 | 103 | 288 | 24 | 8 | 282 | 81 | -57 | +5 | -4 | +30 | +60 | 3.5 | |
| / 162G | — | A+C | — | 650 | 590 | 134 | 19 | 5 | 11 | 49 | 156 | 7 | 15 | 4 | 227 | 295 | 332 | 627 | 105 | 289 | 24 | 8 | 282 | 81 | -13 | +1 | -1 | +7 | +14 | 0.8 | |
| Career | — | MLE | — | 5398 | 4889 | 1136 | 171 | 48 | 87 | 411 | 1292 | 57 | 129 | 35 | 232 | 299 | 340 | 640 | 108 | 297 | 24 | 8 | 288 | 81 | -108 | +10 | -7 | +55 | +112 | 6.4 | |
| / 162G | — | MLE | — | 650 | 589 | 137 | 21 | 6 | 10 | 49 | 156 | 7 | 16 | 4 | 233 | 299 | 340 | 639 | 107 | 298 | 24 | 8 | 288 | 81 | -14 | +1 | -1 | +7 | +14 | 0.8 | |
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 DSLDSL Miami · 149 PAwOBA .368 → .244 (−124)K% 16.8% → 20.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.78% | ÷1.000 | ×1.220 | — | — | 20.47% |
| BB% (unintentional) /PA | 10.74% | ÷1.000 | ×0.700 | — | ×1.008 | 7.57% |
| HBP% /PA | 0.67% | — | ×0.700 | — | ×1.008 | 0.47% |
| Singles /BIP | 29.91% | ÷1.000 | ×0.680 | ×1.014 | ×1.008 | 20.78% |
| Doubles /BIP | 4.67% | ÷1.000 | ×0.600 | ×1.014 | ×1.008 | 2.86% |
| Triples /BIP | 2.80% | ÷1.000 | ×0.600 | ×1.014 | ×1.008 | 1.72% |
| Home runs /BIP | 1.87% | ÷1.000 | ×0.470 | — | ×1.008 | 0.89% |
Factors used: level-wide DSL 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 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.014.
Result: wOBA .368 → .244; ISO .129 → .072; BABIP .381 → .256. 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 DSLDSL Marlins · 90 PAwOBA .373 → .242 (−131)K% 15.6% → 19.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.56% | ÷0.973 | ×1.220 | — | — | 19.51% |
| BB% (unintentional) /PA | 12.22% | ÷1.029 | ×0.700 | — | ×1.022 | 8.50% |
| HBP% /PA | 2.22% | — | ×0.700 | — | ×1.022 | 1.59% |
| Singles /BIP | 23.81% | ÷0.955 | ×0.680 | ×1.050 | ×1.022 | 18.21% |
| Doubles /BIP | 4.76% | ÷1.073 | ×0.600 | ×1.050 | ×1.022 | 2.86% |
| Triples /BIP | 1.59% | ÷1.097 | ×0.600 | ×1.050 | ×1.022 | 0.93% |
| Home runs /BIP | 4.76% | ÷1.383 | ×0.470 | — | ×1.022 | 1.65% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 177, 1B 91, 2B 115, 3B 119, K 95, BB 106 — applied at half strength. Age: age 17 vs a level average of 18.5 → +2.2% on BB/HBP/hit rates (1.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .373 → .242; ISO .182 → .080; BABIP .317 → .224. 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).