Noah Miller
SS Oklahoma City Comets| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 21 | AA/A+LAD | 590 | .244/.320/.315 | 6 | 7 | 49 | — | .212/.269/.270 |
| 2025 | 22 | AAA/AA/ROKLAD | 384 | .260/.306/.362 | 5 | 1 | 64 | — | .247/.277/.333 |
| 2026 | 23 | AAALAD | 583 | .254/.325/.400 | 12 | 6 | 75 | — | .234/.286/.352 |
| 2027PROJ10% MLB | 24 | MLBLAD | 21 | .224/.270/.320 | 0 | 0 | 69 | 0.0 | |
| 2028PROJ33% MLB | 25 | MLBLAD | 86 | .226/.275/.331 | 1 | 1 | 73 | 0.1 | |
| 2029PROJ46% MLB | 26 | MLBLAD | 141 | .227/.278/.337 | 3 | 1 | 75 | 0.2 |
Contract
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 | 18 | ROK | FCL Twins | — | 96 | 84 | 20 | 3 | 1 | 2 | 9 | 26 | 1 | 1 | 1 | 238 | 319 | 369 | 688 | 131 | 316 | 27 | 9 | 305 | 31 | — | — | — | — | — | — |
| 2022 | 19 | A | Fort Myers Mighty Mussels | — | 469 | 383 | 81 | 12 | 4 | 2 | 76 | 110 | 6 | 23 | 7 | 211 | 351 | 279 | 630 | 68 | 287 | 23 | 16 | 300 | 47 | — | — | — | — | — | — |
| 2023 | 20 | A+ | Cedar Rapids Kernels | — | 526 | 462 | 103 | 20 | 5 | 8 | 58 | 108 | 1 | 12 | 3 | 223 | 311 | 340 | 651 | 117 | 271 | 21 | 11 | 295 | 48 | — | — | — | — | — | — |
| 2024 | 21 | AA | Tulsa Drillers | — | 136 | 129 | 29 | 5 | 0 | 0 | 6 | 28 | 0 | 2 | 2 | 225 | 259 | 264 | 523 | 39 | 284 | 21 | 4 | 238 | 17 | — | — | — | — | — | — |
| 2024 | 21 | A+ | Great Lakes Loons | — | 454 | 395 | 99 | 14 | 0 | 6 | 49 | 66 | 4 | 5 | 1 | 251 | 339 | 332 | 670 | 81 | 284 | 15 | 11 | 306 | 59 | — | — | — | — | — | — |
| 2025 | 22 | AAA | Oklahoma City Comets | — | 242 | 227 | 54 | 12 | 0 | 4 | 11 | 44 | 0 | 1 | 0 | 238 | 273 | 344 | 617 | 106 | 273 | 18 | 5 | 272 | 54 | — | — | — | — | — | — |
| 2025 | 22 | AA | Tulsa Drillers | — | 111 | 103 | 30 | 3 | 1 | 1 | 6 | 24 | 1 | 0 | 0 | 291 | 333 | 369 | 702 | 78 | 372 | 22 | 5 | 316 | 77 | — | — | — | — | — | — |
| 2025 | 22 | ROK | ACL Dodgers | — | 31 | 24 | 8 | 2 | 1 | 0 | 6 | 1 | 0 | 0 | 0 | 333 | 467 | 500 | 967 | 167 | 333 | 3 | 19 | 416 | 99 | — | — | — | — | — | — |
| 2026 | 23 | AAA | Oklahoma City Comets | — | 583 | 515 | 131 | 21 | 9 | 12 | 54 | 105 | 0 | 6 | 0 | 254 | 325 | 400 | 725 | 146 | 291 | 18 | 9 | 317 | 75 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 18 | ROK MLE | FCL Twins | — | 96 | 87 | 15 | 2 | 1 | 1 | 6 | 38 | 1 | 1 | 1 | 172 | 234 | 253 | 487 | 80 | 259 | 40 | 6 | 214 | 31 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Fort Myers Mighty Mussels | — | 469 | 406 | 72 | 10 | 4 | 2 | 53 | 151 | 6 | 23 | 7 | 177 | 282 | 236 | 518 | 59 | 266 | 32 | 11 | 238 | 47 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Cedar Rapids Kernels | — | 526 | 476 | 90 | 15 | 4 | 6 | 44 | 140 | 1 | 12 | 3 | 189 | 259 | 275 | 534 | 86 | 249 | 27 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Tulsa Drillers | — | 136 | 131 | 25 | 4 | 0 | 0 | 4 | 36 | 0 | 2 | 2 | 191 | 215 | 221 | 436 | 31 | 256 | 26 | 3 | 194 | 17 | — | — | — | — | — | — |
| 2024 | 21 | A+ MLE | Great Lakes Loons | — | 454 | 411 | 90 | 12 | 0 | 5 | 34 | 85 | 4 | 5 | 1 | 219 | 285 | 285 | 570 | 66 | 257 | 19 | 7 | 255 | 59 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | Oklahoma City Comets | — | 242 | 231 | 53 | 11 | 0 | 3 | 7 | 52 | 0 | 1 | 0 | 229 | 252 | 316 | 568 | 87 | 272 | 21 | 3 | 248 | 54 | — | — | — | — | — | — |
| 2025 | 22 | AA MLE | Tulsa Drillers | — | 111 | 106 | 30 | 3 | 1 | 1 | 4 | 30 | 1 | 0 | 0 | 283 | 315 | 358 | 674 | 75 | 371 | 27 | 4 | 282 | 77 | — | — | — | — | — | — |
| 2025 | 22 | ROK MLE | ACL Dodgers | — | 31 | 27 | 7 | 1 | 1 | 0 | 3 | 1 | 0 | 0 | 0 | 259 | 333 | 370 | 704 | 111 | 247 | 3 | 10 | 314 | 99 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Oklahoma City Comets | — | 583 | 531 | 124 | 18 | 9 | 9 | 39 | 126 | 0 | 6 | 0 | 234 | 286 | 352 | 638 | 119 | 275 | 22 | 7 | 279 | 75 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | FCL Twins | — | 96 | 87 | 15 | 2 | 1 | 1 | 6 | 38 | 1 | 1 | 1 | 172 | 234 | 253 | 487 | 80 | 286 | 40 | 6 | 214 | 31 | — | — | — | — | — | — |
| 2021 | 18 | ROK RAW | FCL Twins | — | 96 | 84 | 20 | 3 | 1 | 2 | 9 | 26 | 1 | 1 | 1 | 238 | 319 | 369 | 688 | 131 | 316 | 27 | 9 | 305 | 31 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Fort Myers Mighty Mussels | — | 469 | 406 | 72 | 10 | 4 | 2 | 53 | 151 | 6 | 23 | 7 | 177 | 282 | 236 | 518 | 59 | 272 | 32 | 11 | 238 | 47 | — | — | — | — | — | — |
| 2022 | 19 | A RAW | Fort Myers Mighty Mussels | — | 469 | 383 | 81 | 12 | 4 | 2 | 76 | 110 | 6 | 23 | 7 | 211 | 351 | 279 | 630 | 68 | 287 | 23 | 16 | 300 | 47 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Cedar Rapids Kernels | — | 526 | 476 | 90 | 15 | 4 | 6 | 44 | 140 | 1 | 12 | 3 | 189 | 259 | 275 | 534 | 86 | 251 | 27 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2023 | 20 | A+ RAW | Cedar Rapids Kernels | — | 526 | 462 | 103 | 20 | 5 | 8 | 58 | 108 | 1 | 12 | 3 | 223 | 311 | 340 | 651 | 117 | 271 | 21 | 11 | 295 | 48 | — | — | — | — | — | — |
| 2024 | 21 | A+ MLE | 2 teams | — | 590 | 542 | 115 | 16 | 0 | 5 | 38 | 121 | 4 | 7 | 3 | 212 | 269 | 269 | 538 | 57 | 261 | 21 | 6 | 241 | 49 | — | — | — | — | — | — |
| 2024 | 21 | A+ RAW | 2 teams | — | 590 | 524 | 128 | 19 | 0 | 6 | 55 | 94 | 4 | 7 | 3 | 244 | 320 | 315 | 635 | 71 | 284 | 16 | 9 | 291 | 49 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | 3 teams | — | 384 | 364 | 89 | 15 | 2 | 4 | 14 | 83 | 1 | 1 | 0 | 245 | 274 | 330 | 604 | 85 | 301 | 22 | 4 | 263 | 64 | — | — | — | — | — | — |
| 2025 | 22 | AAA RAW | 3 teams | — | 384 | 354 | 92 | 17 | 2 | 5 | 23 | 69 | 1 | 1 | 0 | 260 | 306 | 362 | 668 | 102 | 305 | 18 | 6 | 296 | 64 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Oklahoma City Comets | — | 583 | 531 | 124 | 18 | 9 | 9 | 39 | 126 | 0 | 6 | 0 | 234 | 286 | 352 | 638 | 119 | 283 | 22 | 7 | 279 | 75 | — | — | — | — | — | — |
| 2026 | 23 | AAA RAW | Oklahoma City Comets | — | 583 | 515 | 131 | 21 | 9 | 12 | 54 | 105 | 0 | 6 | 0 | 254 | 325 | 400 | 725 | 146 | 291 | 18 | 9 | 317 | 75 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | FCL Twins | — | 96 | 89 | 15 | 2 | 1 | 1 | 6 | 38 | 1 | 1 | 1 | 169 | 234 | 247 | 481 | 79 | 259 | 40 | 6 | 214 | 31 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Fort Myers Mighty Mussels | — | 469 | 407 | 72 | 10 | 4 | 2 | 53 | 151 | 6 | 23 | 7 | 177 | 282 | 236 | 518 | 59 | 266 | 32 | 11 | 238 | 47 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Cedar Rapids Kernels | — | 526 | 476 | 90 | 15 | 4 | 6 | 44 | 140 | 1 | 12 | 3 | 189 | 259 | 275 | 534 | 86 | 249 | 27 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2024 | 21 | A+ MLE | 2 teams | — | 590 | 543 | 115 | 16 | 0 | 5 | 38 | 121 | 4 | 7 | 3 | 212 | 269 | 269 | 538 | 57 | 257 | 21 | 6 | 241 | 49 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | 3 teams | — | 384 | 366 | 89 | 15 | 2 | 4 | 14 | 83 | 1 | 1 | 0 | 243 | 274 | 328 | 602 | 85 | 299 | 22 | 4 | 263 | 64 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Oklahoma City Comets | — | 583 | 539 | 124 | 18 | 9 | 9 | 39 | 126 | 0 | 6 | 0 | 230 | 286 | 347 | 633 | 117 | 275 | 22 | 7 | 279 | 75 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 21 | A+ MLE | 2 teams | — | 590 | 543 | 115 | 16 | 0 | 5 | 38 | 121 | 4 | 7 | 3 | 212 | 269 | 269 | 538 | 57 | 257 | 21 | 6 | 241 | 49 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | 3 teams | — | 384 | 366 | 89 | 15 | 2 | 4 | 14 | 83 | 1 | 1 | 0 | 243 | 274 | 328 | 602 | 85 | 299 | 22 | 4 | 263 | 64 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Oklahoma City Comets | — | 583 | 539 | 124 | 18 | 9 | 9 | 39 | 126 | 0 | 6 | 0 | 230 | 286 | 347 | 633 | 117 | 275 | 22 | 7 | 279 | 75 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB MLE | LAD | 10% | 380 | 354 | 81 | 13 | 4 | 5 | 22 | 81 | 1 | 3 | 0 | 228 | 275 | 329 | 604 | 100 | 280 | 21 | 6 | 270 | 69 | -14 | +1 | +5 | +4 | +8 | 0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB CTX | LAD | 10% | 21 | 20 | 4 | 1 | 0 | 0 | 1 | 4 | 0 | 0 | 0 | 224 | 270 | 320 | 591 | 97 | 273 | 19 | 5 | 265 | 69 | -1 | +0 | +0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 25 | MLB MLE | LAD | 33% | 260 | 241 | 55 | 9 | 2 | 4 | 16 | 56 | 1 | 2 | 0 | 231 | 279 | 339 | 618 | 108 | 281 | 22 | 6 | 276 | 73 | -8 | +0 | +3 | +3 | +6 | 0.4 |
| 2029 | 26 | MLB MLE | LAD | 46% | 305 | 282 | 66 | 11 | 3 | 5 | 19 | 65 | 1 | 2 | 0 | 232 | 282 | 345 | 627 | 113 | 281 | 21 | 6 | 280 | 75 | -9 | +0 | +4 | +3 | +7 | 0.5 |
| 2030 | 27 | MLB MLE | LAD | 52% | 321 | 297 | 69 | 11 | 3 | 6 | 20 | 69 | 1 | 2 | 0 | 232 | 283 | 345 | 628 | 114 | 281 | 21 | 6 | 280 | 76 | -9 | +0 | +4 | +3 | +7 | 0.6 |
| 2031 | 28 | MLB MLE | LAD | 56% | 328 | 303 | 71 | 12 | 3 | 6 | 21 | 72 | 1 | 1 | 0 | 231 | 283 | 344 | 627 | 113 | 281 | 22 | 6 | 280 | 76 | -9 | +0 | +4 | +4 | +7 | 0.5 |
| 2032 | 29 | MLB MLE | LAD | 56% | 321 | 296 | 68 | 11 | 3 | 6 | 21 | 71 | 1 | 0 | 0 | 229 | 282 | 342 | 624 | 112 | 281 | 22 | 7 | 279 | 75 | -10 | +0 | +3 | +3 | +7 | 0.4 |
| 2033 | 30 | MLB MLE | LAD | 57% | 314 | 290 | 65 | 11 | 2 | 5 | 20 | 71 | 1 | 0 | 0 | 227 | 279 | 335 | 613 | 108 | 279 | 23 | 6 | 275 | 72 | -10 | +0 | +2 | +3 | +7 | 0.2 |
| 2028 | 25 | MLB CTX | LAD | 33% | 86 | 81 | 18 | 3 | 1 | 1 | 5 | 18 | 0 | 1 | 0 | 226 | 275 | 331 | 606 | 105 | 274 | 21 | 6 | 271 | 73 | -3 | +0 | +1 | +1 | +2 | 0.1 |
| 2029 | 26 | MLB CTX | LAD | 46% | 141 | 131 | 30 | 5 | 1 | 3 | 9 | 30 | 0 | 1 | 0 | 227 | 278 | 337 | 615 | 110 | 274 | 21 | 6 | 275 | 75 | -4 | +0 | +2 | +2 | +3 | 0.2 |
| 2030 | 27 | MLB CTX | LAD | 52% | 167 | 154 | 35 | 6 | 1 | 3 | 11 | 36 | 0 | 1 | 0 | 227 | 279 | 338 | 617 | 111 | 275 | 22 | 7 | 276 | 76 | -5 | +0 | +2 | +2 | +4 | 0.3 |
| 2031 | 28 | MLB CTX | LAD | 56% | 182 | 167 | 37 | 6 | 1 | 3 | 12 | 40 | 1 | 1 | 0 | 226 | 279 | 337 | 616 | 111 | 274 | 22 | 7 | 276 | 76 | -5 | +0 | +2 | +2 | +4 | 0.3 |
| 2032 | 29 | MLB CTX | LAD | 56% | 180 | 165 | 37 | 6 | 1 | 3 | 12 | 40 | 1 | 0 | 0 | 225 | 278 | 335 | 613 | 110 | 274 | 22 | 7 | 274 | 75 | -5 | +0 | +2 | +2 | +4 | 0.2 |
| 2033 | 30 | MLB CTX | LAD | 57% | 178 | 165 | 37 | 6 | 1 | 3 | 11 | 40 | 0 | 0 | 0 | 222 | 275 | 328 | 602 | 105 | 273 | 22 | 6 | 270 | 72 | -6 | +0 | +1 | +2 | +4 | 0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 934 | 863 | 194 | 32 | 6 | 16 | 60 | 204 | 2 | 4 | 0 | 225 | 277 | 331 | 608 | 107 | 275 | 22 | 6 | 274 | 64 | -28 | +1 | +10 | +10 | +20 | 1.3 | |
| / 162G | — | A+C | — | 650 | 601 | 134 | 22 | 4 | 11 | 42 | 142 | 1 | 3 | 0 | 223 | 275 | 328 | 603 | 105 | 273 | 22 | 6 | 274 | 64 | -20 | +1 | +7 | +7 | +14 | 0.9 | |
| Career | — | MLE | — | 4707 | 4311 | 944 | 148 | 38 | 62 | 323 | 1108 | 19 | 59 | 14 | 219 | 276 | 314 | 590 | 95 | 277 | 24 | 7 | 262 | 64 | -64 | +2 | +22 | +22 | +45 | 2.7 | |
| / 162G | — | MLE | — | 650 | 595 | 130 | 20 | 5 | 9 | 45 | 153 | 3 | 8 | 2 | 218 | 277 | 314 | 592 | 96 | 276 | 24 | 7 | 262 | 64 | -20 | +1 | +7 | +7 | +14 | 0.9 | |
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 AAAOklahoma City Comets · 583 PAwOBA .315 → .279 (−35)K% 18.0% → 21.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.01% | ÷1.000 | ×1.200 | — | — | 21.61% |
| BB% (unintentional) /PA | 9.26% | ÷1.000 | ×0.690 | — | ×1.048 | 6.70% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.048 | 0.00% |
| Singles /BIP | 21.71% | ÷1.000 | ×0.930 | ×0.993 | ×1.048 | 21.01% |
| Doubles /BIP | 5.12% | ÷1.000 | ×0.830 | ×0.993 | ×1.048 | 4.42% |
| Triples /BIP | 2.20% | ÷1.000 | ×0.970 | ×0.993 | ×1.048 | 2.22% |
| Home runs /BIP | 2.93% | ÷1.000 | ×0.700 | — | ×1.048 | 2.15% |
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 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.993.
Result: wOBA .315 → .279; ISO .146 → .124; BABIP .291 → .275. 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 AAAOklahoma City Comets · 242 PAwOBA .269 → .248 (−21)K% 18.2% → 21.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.18% | ÷1.015 | ×1.200 | — | — | 21.49% |
| BB% (unintentional) /PA | 4.55% | ÷1.083 | ×0.690 | — | ×1.050 | 3.04% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.050 | 0.00% |
| Singles /BIP | 20.77% | ÷0.951 | ×0.930 | ×1.004 | ×1.050 | 21.40% |
| Doubles /BIP | 6.56% | ÷0.969 | ×0.830 | ×1.004 | ×1.050 | 5.92% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.970 | ×1.004 | ×1.050 | 0.00% |
| Home runs /BIP | 2.19% | ÷0.956 | ×0.700 | — | ×1.050 | 1.68% |
Factors used: league row International League. Park (home-season share, regressed): HR 91, 1B 90, 2B 94, 3B 130, K 103, BB 117 — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.004.
Result: wOBA .269 → .248; ISO .106 → .088; BABIP .273 → .272. 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 AATulsa Drillers · 111 PAwOBA .308 → .282 (−26)K% 21.6% → 26.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.62% | ÷0.984 | ×1.220 | — | — | 26.82% |
| BB% (unintentional) /PA | 5.41% | ÷1.061 | ×0.700 | — | ×1.027 | 3.66% |
| HBP% /PA | 0.90% | — | ×0.870 | — | ×1.027 | 0.80% |
| Singles /BIP | 31.65% | ÷0.968 | ×0.920 | ×1.042 | ×1.027 | 32.19% |
| Doubles /BIP | 3.80% | ÷1.014 | ×0.840 | ×1.042 | ×1.027 | 3.37% |
| Triples /BIP | 1.27% | ÷1.137 | ×0.940 | ×1.042 | ×1.027 | 1.12% |
| Home runs /BIP | 1.27% | ÷0.957 | ×0.800 | — | ×1.027 | 1.09% |
Factors used: league row TL. Park (home-season share, regressed): HR 91, 1B 94, 2B 103, 3B 127, K 97, BB 112 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.042.
Result: wOBA .308 → .282; ISO .078 → .066; BABIP .372 → .371. 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 ROKACL Dodgers · 31 PAwOBA .411 → .314 (−97)K% 3.2% → 4.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 3.23% | ÷0.993 | ×1.440 | — | — | 4.68% |
| BB% (unintentional) /PA | 16.13% | ÷0.997 | ×0.620 | — | ×0.965 | 9.68% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.965 | 0.00% |
| Singles /BIP | 21.74% | ÷0.996 | ×0.820 | — | ×0.965 | 17.28% |
| Doubles /BIP | 8.70% | ÷1.102 | ×0.720 | — | ×0.965 | 5.48% |
| Triples /BIP | 4.35% | ÷1.060 | ×0.720 | — | ×0.965 | 2.85% |
| Home runs /BIP | 0.00% | ÷1.187 | ×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 137, 1B 99, 2B 120, 3B 112, K 99, BB 99 — 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 .411 → .314; ISO .167 → .124; BABIP .333 → .247. 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+Great Lakes Loons · 454 PAwOBA .301 → .255 (−47)K% 14.5% → 18.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.54% | ÷0.990 | ×1.270 | — | — | 18.65% |
| BB% (unintentional) /PA | 10.79% | ÷1.037 | ×0.710 | — | ×1.012 | 7.48% |
| HBP% /PA | 0.88% | — | ×0.790 | — | ×1.012 | 0.70% |
| Singles /BIP | 24.01% | ÷1.004 | ×0.920 | ×0.990 | ×1.012 | 22.06% |
| Doubles /BIP | 4.26% | ÷0.950 | ×0.810 | ×0.990 | ×1.012 | 3.64% |
| Triples /BIP | 0.00% | ÷0.948 | ×0.850 | ×0.990 | ×1.012 | 0.00% |
| Home runs /BIP | 1.82% | ÷1.036 | ×0.800 | — | ×1.012 | 1.42% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 107, 1B 101, 2B 90, 3B 90, K 98, BB 107 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.990.
Result: wOBA .301 → .255; ISO .081 → .067; BABIP .284 → .257. 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 AATulsa Drillers · 136 PAwOBA .233 → .194 (−39)K% 20.6% → 26.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.59% | ÷0.959 | ×1.220 | — | — | 26.18% |
| BB% (unintentional) /PA | 4.41% | ÷1.048 | ×0.700 | — | ×1.042 | 3.07% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.042 | 0.00% |
| Singles /BIP | 23.76% | ÷1.042 | ×0.920 | ×0.987 | ×1.042 | 21.56% |
| Doubles /BIP | 4.95% | ÷1.003 | ×0.840 | ×0.987 | ×1.042 | 4.26% |
| Triples /BIP | 0.00% | ÷1.142 | ×0.940 | ×0.987 | ×1.042 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.063 | ×0.800 | — | ×1.042 | 0.00% |
Factors used: league row TL. Park (home-season share, regressed): HR 113, 1B 108, 2B 101, 3B 128, K 92, BB 110 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.987.
Result: wOBA .233 → .194; ISO .039 → .032; BABIP .284 → .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).
2023 A+Cedar Rapids Kernels · 526 PAwOBA .289 → .239 (−50)K% 20.5% → 26.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.53% | ÷0.977 | ×1.270 | — | — | 26.69% |
| BB% (unintentional) /PA | 11.03% | ÷0.966 | ×0.710 | — | ×1.027 | 8.32% |
| HBP% /PA | 0.19% | — | ×0.790 | — | ×1.027 | 0.15% |
| Singles /BIP | 19.77% | ÷0.989 | ×0.920 | ×1.007 | ×1.027 | 19.03% |
| Doubles /BIP | 5.65% | ÷1.051 | ×0.810 | ×1.007 | ×1.027 | 4.50% |
| Triples /BIP | 1.41% | ÷0.994 | ×0.850 | ×1.007 | ×1.027 | 1.25% |
| Home runs /BIP | 2.26% | ÷1.134 | ×0.800 | — | ×1.027 | 1.64% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 127, 1B 98, 2B 110, 3B 99, K 95, BB 93 — 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 ×1.007.
Result: wOBA .289 → .239; ISO .117 → .088; BABIP .271 → .249. 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 AFort Myers Mighty Mussels · 469 PAwOBA .296 → .238 (−57)K% 23.5% → 32.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.45% | ÷0.991 | ×1.360 | — | — | 32.19% |
| BB% (unintentional) /PA | 16.20% | ÷1.026 | ×0.690 | — | ×1.030 | 11.22% |
| HBP% /PA | 1.28% | — | ×0.780 | — | ×1.030 | 1.03% |
| Singles /BIP | 23.08% | ÷0.988 | ×0.920 | ×0.966 | ×1.030 | 21.37% |
| Doubles /BIP | 4.40% | ÷0.916 | ×0.830 | ×0.966 | ×1.030 | 3.96% |
| Triples /BIP | 1.47% | ÷0.900 | ×0.910 | ×0.966 | ×1.030 | 1.47% |
| Home runs /BIP | 0.73% | ÷1.000 | ×0.800 | — | ×1.030 | 0.60% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 100, 1B 98, 2B 83, 3B 80, K 98, BB 105 — 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 ×0.966.
Result: wOBA .296 → .238; ISO .068 → .059; BABIP .287 → .266. 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).