Luiyin Alastre
SS Wisconsin Timber Rattlers| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 18 | ROKMIL | 220 | .260/.346/.344 | 2 | 11 | 45 | — | .204/.263/.274 |
| 2025 | 19 | A+/A2 orgs | 372 | .239/.311/.301 | 1 | 11 | 48 | — | .214/.273/.266 |
| 2026 | 20 | A+/AMIL | 340 | .189/.344/.263 | 1 | 9 | 50 | — | .171/.287/.237 |
| 2027PROJMLE | 21 | MLBMIL | 1 | .200/.285/.259 | 0 | 0 | 60 | -0.0 | |
| 2028PROJ35% MLB | 22 | MLBMIL | 97 | .207/.293/.285 | 1 | 2 | 69 | -0.0 | |
| 2029PROJ49% MLB | 23 | MLBMIL | 178 | .214/.299/.308 | 2 | 4 | 76 | 0.1 |
Tools · ContractCON 40 / POW 20
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) | |||||||||||||||||||||||||||||||
| 2023 | 17 | ROK | DSL Brewers 1 | — | 163 | 136 | 39 | 7 | 1 | 1 | 22 | 18 | 2 | 8 | 5 | 287 | 394 | 375 | 769 | 88 | 317 | 11 | 13 | 348 | 43 | — | — | — | — | — | — |
| 2024 | 18 | ROK | ACL Brewers | — | 220 | 192 | 50 | 6 | 2 | 2 | 23 | 26 | 2 | 11 | 2 | 260 | 346 | 344 | 689 | 83 | 287 | 12 | 10 | 313 | 45 | — | — | — | — | — | — |
| 2025 | 19 | A+ | Wisconsin Timber Rattlers | — | 303 | 274 | 61 | 7 | 1 | 0 | 23 | 61 | 4 | 10 | 5 | 223 | 292 | 255 | 548 | 33 | 284 | 20 | 8 | 256 | 33 | — | — | — | — | — | — |
| 2025 | 19 | A | Carolina Mudcats | — | 69 | 61 | 19 | 3 | 3 | 1 | 6 | 8 | 2 | 1 | 2 | 311 | 391 | 508 | 900 | 197 | 346 | 12 | 9 | 396 | 116 | — | — | — | — | — | — |
| 2026 | 20 | A+ | Wisconsin Timber Rattlers | — | 279 | 220 | 43 | 11 | 2 | 1 | 52 | 45 | 2 | 6 | 8 | 195 | 354 | 277 | 631 | 82 | 236 | 16 | 19 | 299 | 57 | — | — | — | — | — | — |
| 2026 | 20 | A | Wilson Warbirds | — | 61 | 50 | 8 | 2 | 0 | 0 | 9 | 14 | 1 | 3 | 2 | 160 | 300 | 200 | 500 | 40 | 216 | 23 | 15 | 246 | 18 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 17 | ROK MLE | DSL Brewers 1 | — | 163 | 142 | 25 | 4 | 1 | 0 | 16 | 22 | 2 | 8 | 5 | 176 | 269 | 218 | 487 | 42 | 201 | 13 | 10 | 232 | 43 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | ACL Brewers | — | 220 | 201 | 41 | 4 | 2 | 2 | 14 | 37 | 2 | 11 | 2 | 204 | 263 | 274 | 536 | 70 | 231 | 17 | 6 | 235 | 45 | — | — | — | — | — | — |
| 2025 | 19 | A+ MLE | Wisconsin Timber Rattlers | — | 303 | 279 | 55 | 6 | 1 | 0 | 18 | 82 | 4 | 10 | 5 | 197 | 256 | 226 | 482 | 29 | 271 | 27 | 6 | 217 | 33 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | Carolina Mudcats | — | 69 | 63 | 18 | 3 | 2 | 1 | 4 | 11 | 2 | 1 | 2 | 286 | 348 | 444 | 792 | 159 | 335 | 16 | 6 | 340 | 116 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | Wisconsin Timber Rattlers | — | 279 | 234 | 42 | 10 | 2 | 1 | 38 | 57 | 2 | 6 | 8 | 179 | 299 | 252 | 551 | 73 | 217 | 20 | 14 | 252 | 57 | — | — | — | — | — | — |
| 2026 | 20 | A MLE | Wilson Warbirds | — | 61 | 53 | 7 | 2 | 0 | 0 | 6 | 19 | 1 | 3 | 2 | 132 | 233 | 170 | 403 | 38 | 197 | 31 | 10 | 195 | 18 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | DSL Brewers 1 | — | 163 | 142 | 25 | 4 | 1 | 0 | 16 | 22 | 2 | 8 | 5 | 176 | 269 | 218 | 487 | 42 | 203 | 13 | 10 | 232 | 43 | — | — | — | — | — | — |
| 2023 | 17 | ROK RAW | DSL Brewers 1 | — | 163 | 136 | 39 | 7 | 1 | 1 | 22 | 18 | 2 | 8 | 5 | 287 | 394 | 375 | 769 | 88 | 317 | 11 | 13 | 348 | 43 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | ACL Brewers | — | 220 | 201 | 41 | 4 | 2 | 2 | 14 | 37 | 2 | 11 | 2 | 204 | 263 | 274 | 536 | 70 | 236 | 17 | 6 | 235 | 45 | — | — | — | — | — | — |
| 2024 | 18 | ROK RAW | ACL Brewers | — | 220 | 192 | 50 | 6 | 2 | 2 | 23 | 26 | 2 | 11 | 2 | 260 | 346 | 344 | 689 | 83 | 287 | 12 | 10 | 313 | 45 | — | — | — | — | — | — |
| 2025 | 19 | A+ MLE | 2 teams | — | 372 | 342 | 72 | 8 | 3 | 1 | 22 | 93 | 6 | 11 | 7 | 211 | 270 | 260 | 531 | 50 | 284 | 25 | 6 | 240 | 48 | — | — | — | — | — | — |
| 2025 | 19 | A+ RAW | 2 teams | — | 372 | 335 | 80 | 10 | 4 | 1 | 29 | 69 | 6 | 11 | 7 | 239 | 311 | 301 | 612 | 63 | 296 | 19 | 8 | 282 | 48 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | 2 teams | — | 340 | 287 | 48 | 11 | 2 | 1 | 44 | 76 | 3 | 9 | 10 | 167 | 284 | 230 | 514 | 63 | 219 | 22 | 13 | 242 | 50 | — | — | — | — | — | — |
| 2026 | 20 | A+ RAW | 2 teams | — | 340 | 270 | 51 | 13 | 2 | 1 | 61 | 59 | 3 | 9 | 10 | 189 | 344 | 263 | 607 | 74 | 233 | 17 | 18 | 290 | 50 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | DSL Brewers 1 | — | 163 | 144 | 25 | 4 | 1 | 0 | 16 | 22 | 2 | 8 | 5 | 174 | 269 | 215 | 484 | 42 | 201 | 13 | 10 | 232 | 43 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | ACL Brewers | — | 220 | 202 | 41 | 4 | 2 | 2 | 14 | 37 | 2 | 11 | 2 | 203 | 263 | 272 | 535 | 69 | 231 | 17 | 6 | 235 | 45 | — | — | — | — | — | — |
| 2025 | 19 | A+ MLE | 2 teams | — | 372 | 341 | 72 | 8 | 3 | 1 | 22 | 93 | 6 | 11 | 7 | 211 | 270 | 261 | 531 | 50 | 283 | 25 | 6 | 240 | 48 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | 2 teams | — | 340 | 290 | 48 | 11 | 2 | 1 | 44 | 76 | 3 | 9 | 10 | 166 | 284 | 228 | 512 | 62 | 213 | 22 | 13 | 242 | 50 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 18 | ROK MLE | ACL Brewers | — | 220 | 202 | 41 | 4 | 2 | 2 | 14 | 37 | 2 | 11 | 2 | 203 | 263 | 272 | 535 | 69 | 231 | 17 | 6 | 235 | 45 | — | — | — | — | — | — |
| 2025 | 19 | A+ MLE | 2 teams | — | 372 | 341 | 72 | 8 | 3 | 1 | 22 | 93 | 6 | 11 | 7 | 211 | 270 | 261 | 531 | 50 | 283 | 25 | 6 | 240 | 48 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | 2 teams | — | 340 | 290 | 48 | 11 | 2 | 1 | 44 | 76 | 3 | 9 | 10 | 166 | 284 | 228 | 512 | 62 | 213 | 22 | 13 | 242 | 50 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 21 | MLB MLE | MIL | 0% | 450 | 400 | 81 | 15 | 3 | 1 | 43 | 94 | 4 | 8 | 6 | 203 | 288 | 265 | 553 | 62 | 260 | 21 | 10 | 258 | 60 | -21 | -1 | +0 | +5 | +10 | -0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 21 | MLB CTX | MIL | 0% | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 200 | 285 | 259 | 544 | 59 | 256 | 0 | 0 | 254 | 60 | -0 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 22 | MLB MLE | MIL | 35% | 281 | 249 | 52 | 9 | 2 | 2 | 27 | 58 | 3 | 5 | 4 | 210 | 295 | 289 | 584 | 79 | 262 | 21 | 10 | 270 | 69 | -10 | -1 | +0 | +3 | +6 | -0.2 |
| 2029 | 23 | MLB MLE | MIL | 49% | 366 | 323 | 69 | 12 | 2 | 4 | 36 | 74 | 4 | 7 | 5 | 216 | 301 | 312 | 613 | 95 | 264 | 20 | 10 | 281 | 76 | -10 | -1 | +0 | +4 | +8 | 0.1 |
| 2030 | 24 | MLB MLE | MIL | 53% | 422 | 374 | 83 | 15 | 3 | 6 | 41 | 85 | 4 | 8 | 5 | 221 | 306 | 327 | 633 | 106 | 267 | 20 | 10 | 288 | 81 | -9 | -0 | +0 | +5 | +9 | 0.4 |
| 2031 | 25 | MLB MLE | MIL | 55% | 452 | 400 | 90 | 16 | 3 | 8 | 44 | 91 | 5 | 9 | 6 | 224 | 308 | 336 | 644 | 113 | 268 | 20 | 10 | 293 | 84 | -9 | -1 | +0 | +5 | +10 | 0.6 |
| 2032 | 26 | MLB MLE | MIL | 56% | 467 | 413 | 94 | 17 | 3 | 9 | 46 | 95 | 5 | 9 | 6 | 225 | 309 | 341 | 650 | 116 | 269 | 20 | 10 | 295 | 86 | -8 | -1 | +0 | +5 | +10 | 0.7 |
| 2033 | 27 | MLB MLE | MIL | 55% | 470 | 416 | 93 | 17 | 3 | 8 | 46 | 96 | 5 | 8 | 6 | 224 | 308 | 339 | 647 | 115 | 269 | 20 | 10 | 294 | 85 | -9 | -1 | +0 | +5 | +10 | 0.6 |
| 2034 | 28 | MLB MLE | MIL | 55% | 468 | 415 | 92 | 16 | 3 | 8 | 46 | 97 | 4 | 7 | 6 | 222 | 306 | 334 | 640 | 112 | 268 | 21 | 10 | 291 | 83 | -9 | -1 | -1 | +5 | +10 | 0.4 |
| 2035 | 29 | MLB MLE | MIL | 53% | 459 | 407 | 90 | 16 | 3 | 8 | 45 | 96 | 4 | 6 | 6 | 220 | 304 | 328 | 632 | 108 | 267 | 21 | 10 | 288 | 81 | -11 | -1 | -1 | +5 | +10 | 0.2 |
| 2036 | 30 | MLB MLE | MIL | 53% | 447 | 397 | 86 | 15 | 3 | 7 | 43 | 95 | 4 | 5 | 6 | 217 | 300 | 321 | 621 | 104 | 265 | 21 | 10 | 283 | 78 | -12 | -1 | -2 | +5 | +10 | -0.1 |
| 2028 | 22 | MLB CTX | MIL | 35% | 97 | 87 | 18 | 3 | 1 | 1 | 9 | 20 | 1 | 2 | 1 | 207 | 293 | 285 | 577 | 78 | 258 | 21 | 9 | 267 | 69 | -4 | +0 | +0 | +1 | +2 | -0.0 |
| 2029 | 23 | MLB CTX | MIL | 49% | 178 | 157 | 34 | 6 | 1 | 2 | 17 | 36 | 2 | 4 | 2 | 214 | 299 | 308 | 607 | 94 | 260 | 20 | 10 | 278 | 76 | -5 | +0 | +0 | +2 | +4 | 0.1 |
| 2030 | 24 | MLB CTX | MIL | 53% | 223 | 197 | 43 | 7 | 1 | 4 | 22 | 45 | 2 | 4 | 3 | 218 | 303 | 324 | 627 | 105 | 262 | 20 | 10 | 286 | 81 | -5 | -0 | +0 | +2 | +5 | 0.2 |
| 2031 | 25 | MLB CTX | MIL | 55% | 247 | 219 | 48 | 8 | 2 | 4 | 24 | 50 | 2 | 5 | 3 | 221 | 306 | 334 | 639 | 113 | 264 | 20 | 10 | 291 | 84 | -5 | -0 | +0 | +3 | +5 | 0.3 |
| 2032 | 26 | MLB CTX | MIL | 56% | 260 | 230 | 52 | 9 | 2 | 5 | 25 | 53 | 3 | 5 | 3 | 222 | 307 | 339 | 646 | 116 | 265 | 20 | 10 | 293 | 86 | -4 | -0 | +0 | +3 | +6 | 0.4 |
| 2033 | 27 | MLB CTX | MIL | 55% | 259 | 229 | 52 | 9 | 2 | 5 | 25 | 53 | 3 | 5 | 3 | 221 | 306 | 336 | 642 | 115 | 264 | 20 | 10 | 292 | 85 | -5 | -0 | +0 | +3 | +6 | 0.4 |
| 2034 | 28 | MLB CTX | MIL | 55% | 256 | 227 | 50 | 8 | 2 | 5 | 25 | 53 | 2 | 4 | 3 | 220 | 304 | 332 | 636 | 112 | 264 | 21 | 10 | 289 | 83 | -5 | -0 | -0 | +3 | +6 | 0.2 |
| 2035 | 29 | MLB CTX | MIL | 53% | 245 | 217 | 47 | 8 | 1 | 4 | 24 | 51 | 2 | 3 | 3 | 217 | 301 | 326 | 627 | 108 | 263 | 21 | 10 | 286 | 81 | -6 | -1 | -1 | +3 | +5 | 0.1 |
| 2036 | 30 | MLB CTX | MIL | 53% | 235 | 208 | 44 | 7 | 1 | 4 | 23 | 50 | 2 | 3 | 3 | 215 | 298 | 318 | 616 | 104 | 261 | 21 | 10 | 281 | 78 | -6 | -1 | -1 | +3 | +5 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2000 | 1771 | 388 | 65 | 13 | 34 | 194 | 411 | 19 | 35 | 24 | 219 | 303 | 328 | 631 | 109 | 265 | 21 | 10 | 286 | 73 | -44 | -3 | -2 | +21 | +43 | 1.6 | |
| / 162G | — | A+C | — | 650 | 576 | 126 | 21 | 4 | 11 | 63 | 134 | 6 | 11 | 8 | 219 | 303 | 326 | 629 | 108 | 265 | 21 | 10 | 286 | 73 | -14 | -1 | -1 | +7 | +14 | 0.5 | |
| Career | — | MLE | — | 5137 | 4552 | 973 | 167 | 34 | 65 | 490 | 1059 | 53 | 107 | 77 | 214 | 298 | 308 | 606 | 94 | 263 | 21 | 10 | 276 | 73 | -97 | -8 | -4 | +43 | +88 | 2.3 | |
| / 162G | — | MLE | — | 650 | 576 | 122 | 21 | 4 | 8 | 62 | 134 | 7 | 14 | 10 | 212 | 296 | 304 | 600 | 92 | 260 | 21 | 10 | 276 | 73 | -16 | -1 | -1 | +7 | +14 | 0.4 | |
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.
2026 A+Wisconsin Timber Rattlers · 279 PAwOBA .297 → .252 (−45)K% 16.1% → 20.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.13% | ÷1.000 | ×1.270 | — | — | 20.48% |
| BB% (unintentional) /PA | 18.64% | ÷1.000 | ×0.710 | — | ×1.027 | 13.59% |
| HBP% /PA | 0.72% | — | ×0.790 | — | ×1.027 | 0.58% |
| Singles /BIP | 16.57% | ÷1.000 | ×0.920 | ×1.010 | ×1.027 | 15.81% |
| Doubles /BIP | 6.29% | ÷1.000 | ×0.810 | ×1.010 | ×1.027 | 5.28% |
| Triples /BIP | 1.14% | ÷1.000 | ×0.850 | ×1.010 | ×1.027 | 1.01% |
| Home runs /BIP | 0.57% | ÷1.000 | ×0.800 | — | ×1.027 | 0.47% |
Factors used: league row Midwest League. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.
Result: wOBA .297 → .252; ISO .082 → .072; BABIP .236 → .217. 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 AWilson Warbirds · 61 PAwOBA .245 → .195 (−50)K% 23.0% → 31.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.95% | ÷1.000 | ×1.360 | — | — | 31.21% |
| BB% (unintentional) /PA | 14.75% | ÷1.000 | ×0.690 | — | ×1.015 | 10.33% |
| HBP% /PA | 1.64% | — | ×0.780 | — | ×1.015 | 1.30% |
| Singles /BIP | 16.67% | ÷1.000 | ×0.920 | — | ×1.015 | 15.56% |
| Doubles /BIP | 5.56% | ÷1.000 | ×0.830 | — | ×1.015 | 4.68% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.910 | — | ×1.015 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.800 | — | ×1.015 | 0.00% |
Factors used: level-wide A 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 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average).
Result: wOBA .245 → .195; ISO .040 → .033; BABIP .216 → .197. 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 A+Wisconsin Timber Rattlers · 303 PAwOBA .251 → .217 (−34)K% 20.1% → 27.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.13% | ÷0.943 | ×1.270 | — | — | 27.10% |
| BB% (unintentional) /PA | 7.59% | ÷0.965 | ×0.710 | — | ×1.042 | 5.82% |
| HBP% /PA | 1.32% | — | ×0.790 | — | ×1.042 | 1.09% |
| Singles /BIP | 24.88% | ÷1.023 | ×0.920 | ×1.033 | ×1.042 | 24.08% |
| Doubles /BIP | 3.29% | ÷1.013 | ×0.810 | ×1.033 | ×1.042 | 2.83% |
| Triples /BIP | 0.47% | ÷0.900 | ×0.850 | ×1.033 | ×1.042 | 0.48% |
| Home runs /BIP | 0.00% | ÷1.246 | ×0.800 | — | ×1.042 | 0.00% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 149, 1B 105, 2B 103, 3B 80, K 89, BB 93 — applied at half strength. Age: age 20 vs a level average of 22.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.033.
Result: wOBA .251 → .217; ISO .033 → .028; BABIP .284 → .271. 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 ACarolina Mudcats · 69 PAwOBA .385 → .340 (−45)K% 11.6% → 15.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.59% | ÷1.033 | ×1.360 | — | — | 15.27% |
| BB% (unintentional) /PA | 8.70% | ÷0.981 | ×0.690 | — | ×1.030 | 6.30% |
| HBP% /PA | 2.90% | — | ×0.780 | — | ×1.030 | 2.33% |
| Singles /BIP | 22.64% | ÷0.948 | ×0.920 | ×1.031 | ×1.030 | 23.33% |
| Doubles /BIP | 5.66% | ÷1.002 | ×0.830 | ×1.031 | ×1.030 | 4.98% |
| Triples /BIP | 5.66% | ÷1.150 | ×0.910 | ×1.031 | ×1.030 | 4.76% |
| Home runs /BIP | 1.89% | ÷1.214 | ×0.800 | — | ×1.030 | 1.28% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 143, 1B 90, 2B 100, 3B 130, K 107, BB 96 — applied at half strength. Age: age 20 vs a level average of 22.0 → +3.0% on BB/HBP/hit rates (2.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.031.
Result: wOBA .385 → .340; ISO .197 → .158; BABIP .346 → .335. 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 ROKACL Brewers · 220 PAwOBA .309 → .235 (−74)K% 11.8% → 17.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.82% | ÷1.002 | ×1.440 | — | — | 16.98% |
| BB% (unintentional) /PA | 10.45% | ÷1.014 | ×0.620 | — | ×1.008 | 6.44% |
| HBP% /PA | 0.91% | — | ×0.720 | — | ×1.008 | 0.66% |
| Singles /BIP | 24.10% | ÷1.015 | ×0.820 | ×1.014 | ×1.008 | 19.90% |
| Doubles /BIP | 3.61% | ÷1.088 | ×0.720 | ×1.014 | ×1.008 | 2.44% |
| Triples /BIP | 1.20% | ÷0.900 | ×0.720 | ×1.014 | ×1.008 | 0.99% |
| Home runs /BIP | 1.20% | ÷0.947 | ×0.780 | — | ×1.008 | 1.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 103, 2B 118, 3B 80, K 100, BB 103 — applied at half strength. Age: age 19 vs a level average of 19.5 → +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 .309 → .235; ISO .083 → .064; BABIP .287 → .231. 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 DSLDSL Brewers 1 · 163 PAwOBA .346 → .232 (−114)K% 11.0% → 13.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.04% | ÷0.992 | ×1.220 | — | — | 13.57% |
| BB% (unintentional) /PA | 13.50% | ÷0.991 | ×0.700 | — | ×1.008 | 9.60% |
| HBP% /PA | 1.23% | — | ×0.700 | — | ×1.008 | 0.87% |
| Singles /BIP | 25.42% | ÷1.015 | ×0.680 | ×0.963 | ×1.008 | 16.53% |
| Doubles /BIP | 5.93% | ÷0.988 | ×0.600 | ×0.963 | ×1.008 | 3.50% |
| Triples /BIP | 0.85% | ÷1.052 | ×0.600 | ×0.963 | ×1.008 | 0.47% |
| Home runs /BIP | 0.85% | ÷1.026 | ×0.470 | — | ×1.008 | 0.39% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 105, 1B 103, 2B 98, 3B 110, K 98, BB 98 — 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 ×0.963.
Result: wOBA .346 → .232; ISO .088 → .051; BABIP .317 → .201. 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).