Cam Collier
3B Chattanooga Lookouts| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 19 | A+CIN | 507 | .248/.359/.443 | 20 | 2 | 76 | — | .205/.295/.338 |
| 2025 | 20 | AA/A+/ROK/INTL2 orgs | 491 | .268/.388/.373 | 5 | 2 | 88 | — | .246/.324/.337 |
| 2026 | 21 | AACIN | 576 | .209/.289/.368 | 18 | 1 | 53 | — | .182/.245/.311 |
| 2027PROJMLE | 22 | MLBCIN | 4 | .207/.275/.331 | 0 | 0 | 69 | -0.0 | |
| 2028PROJ35% MLB | 23 | MLBCIN | 177 | .214/.283/.356 | 5 | 1 | 77 | -0.0 | |
| 2029PROJ47% MLB | 24 | MLBCIN | 250 | .221/.290/.377 | 8 | 1 | 84 | 0.1 |
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) | |||||||||||||||||||||||||||||||
| 2022 | 17 | ROK | ACL Reds | — | 35 | 27 | 10 | 1 | 0 | 2 | 7 | 6 | 1 | 0 | 2 | 370 | 514 | 630 | 1.144 | 259 | 421 | 17 | 20 | 497 | 140 | — | — | — | — | — | — |
| 2023 | 18 | A | Daytona Tortugas | — | 461 | 390 | 96 | 21 | 2 | 6 | 57 | 106 | 8 | 5 | 1 | 246 | 354 | 356 | 710 | 110 | 317 | 23 | 12 | 323 | 63 | — | — | — | — | — | — |
| 2024 | 19 | A+ | Dayton Dragons | — | 507 | 427 | 106 | 21 | 1 | 20 | 66 | 127 | 8 | 2 | 1 | 248 | 359 | 443 | 802 | 194 | 301 | 25 | 13 | 355 | 76 | — | — | — | — | — | — |
| 2025 | 20 | AA | Chattanooga Lookouts | — | 308 | 259 | 68 | 16 | 0 | 2 | 45 | 86 | 3 | 0 | 1 | 263 | 378 | 347 | 725 | 85 | 384 | 28 | 15 | 336 | 78 | — | — | — | — | — | — |
| 2025 | 20 | A+ | Dayton Dragons | — | 46 | 41 | 12 | 2 | 0 | 1 | 5 | 10 | 0 | 0 | 0 | 293 | 370 | 415 | 784 | 122 | 367 | 22 | 11 | 354 | 82 | — | — | — | — | — | — |
| 2025 | 20 | ROK | ACL Reds | — | 42 | 33 | 13 | 3 | 1 | 1 | 9 | 8 | 0 | 1 | 0 | 394 | 524 | 636 | 1.160 | 242 | 500 | 19 | 21 | 502 | 118 | — | — | — | — | — | — |
| 2025 | 20 | INTL | Peoria Javelinas | — | 95 | 77 | 17 | 5 | 0 | 1 | 16 | 24 | 2 | 1 | 1 | 221 | 368 | 325 | 693 | 104 | 308 | 25 | 17 | 327 | 108 | — | — | — | — | — | — |
| 2026 | 21 | AA | Chattanooga Lookouts | — | 576 | 513 | 107 | 26 | 1 | 18 | 49 | 150 | 9 | 1 | 0 | 209 | 289 | 368 | 657 | 160 | 254 | 26 | 9 | 294 | 53 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2022 | 17 | ROK MLE | ACL Reds | — | 35 | 30 | 9 | 1 | 0 | 2 | 4 | 9 | 1 | 0 | 2 | 300 | 400 | 533 | 933 | 233 | 333 | 26 | 11 | 375 | 140 | — | — | — | — | — | — |
| 2023 | 18 | A MLE | Daytona Tortugas | — | 461 | 406 | 84 | 16 | 2 | 4 | 41 | 143 | 8 | 5 | 1 | 207 | 292 | 286 | 578 | 79 | 294 | 31 | 9 | 262 | 63 | — | — | — | — | — | — |
| 2024 | 19 | A+ MLE | Dayton Dragons | — | 507 | 444 | 91 | 18 | 1 | 13 | 49 | 160 | 8 | 2 | 1 | 205 | 295 | 338 | 633 | 133 | 275 | 32 | 10 | 280 | 76 | — | — | — | — | — | — |
| 2025 | 20 | AA MLE | Chattanooga Lookouts | — | 308 | 276 | 66 | 14 | 0 | 2 | 28 | 104 | 3 | 0 | 1 | 239 | 316 | 312 | 628 | 72 | 374 | 34 | 9 | 284 | 78 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | Dayton Dragons | — | 46 | 42 | 11 | 2 | 0 | 1 | 4 | 13 | 0 | 0 | 0 | 262 | 326 | 381 | 707 | 119 | 344 | 28 | 9 | 289 | 82 | — | — | — | — | — | — |
| 2025 | 20 | ROK MLE | ACL Reds | — | 42 | 36 | 10 | 2 | 1 | 1 | 6 | 11 | 0 | 1 | 0 | 278 | 381 | 472 | 853 | 194 | 371 | 26 | 14 | 342 | 118 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | Chattanooga Lookouts | — | 576 | 527 | 96 | 24 | 1 | 14 | 35 | 183 | 9 | 1 | 0 | 182 | 245 | 311 | 556 | 129 | 241 | 32 | 6 | 246 | 53 | — | — | — | — | — | — |
| 2022 | 17 | ROK MLE | ACL Reds | — | 35 | 30 | 9 | 1 | 0 | 2 | 4 | 9 | 1 | 0 | 2 | 300 | 400 | 533 | 933 | 233 | 368 | 26 | 11 | 375 | 140 | — | — | — | — | — | — |
| 2022 | 17 | ROK RAW | ACL Reds | — | 35 | 27 | 10 | 1 | 0 | 2 | 7 | 6 | 1 | 0 | 2 | 370 | 514 | 630 | 1.144 | 259 | 421 | 17 | 20 | 497 | 140 | — | — | — | — | — | — |
| 2023 | 18 | A MLE | Daytona Tortugas | — | 461 | 406 | 84 | 16 | 2 | 4 | 41 | 143 | 8 | 5 | 1 | 207 | 292 | 286 | 578 | 79 | 302 | 31 | 9 | 262 | 63 | — | — | — | — | — | — |
| 2023 | 18 | A RAW | Daytona Tortugas | — | 461 | 390 | 96 | 21 | 2 | 6 | 57 | 106 | 8 | 5 | 1 | 246 | 354 | 356 | 710 | 110 | 317 | 23 | 12 | 323 | 63 | — | — | — | — | — | — |
| 2024 | 19 | A+ MLE | Dayton Dragons | — | 507 | 444 | 91 | 18 | 1 | 13 | 49 | 160 | 8 | 2 | 1 | 205 | 295 | 338 | 633 | 133 | 282 | 32 | 10 | 280 | 76 | — | — | — | — | — | — |
| 2024 | 19 | A+ RAW | Dayton Dragons | — | 507 | 427 | 106 | 21 | 1 | 20 | 66 | 127 | 8 | 2 | 1 | 248 | 359 | 443 | 802 | 194 | 301 | 25 | 13 | 355 | 76 | — | — | — | — | — | — |
| 2025 | 20 | AA MLE | 4 teams | — | 491 | 438 | 107 | 22 | 1 | 4 | 47 | 159 | 5 | 2 | 2 | 244 | 324 | 326 | 651 | 82 | 373 | 32 | 10 | 291 | 83 | — | — | — | — | — | — |
| 2025 | 20 | AA RAW | 4 teams | — | 491 | 410 | 110 | 26 | 1 | 5 | 75 | 128 | 5 | 2 | 2 | 268 | 388 | 373 | 761 | 105 | 378 | 26 | 15 | 350 | 83 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | Chattanooga Lookouts | — | 576 | 527 | 96 | 24 | 1 | 14 | 35 | 183 | 9 | 1 | 0 | 182 | 245 | 311 | 556 | 129 | 245 | 32 | 6 | 246 | 53 | — | — | — | — | — | — |
| 2026 | 21 | AA RAW | Chattanooga Lookouts | — | 576 | 513 | 107 | 26 | 1 | 18 | 49 | 150 | 9 | 1 | 0 | 209 | 289 | 368 | 657 | 160 | 254 | 26 | 9 | 294 | 53 | — | — | — | — | — | — |
| 2022 | 17 | ROK MLE | ACL Reds | — | 35 | 30 | 9 | 1 | 0 | 2 | 4 | 9 | 1 | 0 | 2 | 300 | 400 | 533 | 933 | 233 | 333 | 26 | 11 | 375 | 140 | — | — | — | — | — | — |
| 2023 | 18 | A MLE | Daytona Tortugas | — | 461 | 409 | 84 | 16 | 2 | 4 | 41 | 143 | 8 | 5 | 1 | 205 | 292 | 284 | 576 | 78 | 294 | 31 | 9 | 262 | 63 | — | — | — | — | — | — |
| 2024 | 19 | A+ MLE | Dayton Dragons | — | 507 | 445 | 91 | 18 | 1 | 13 | 49 | 160 | 8 | 2 | 1 | 204 | 295 | 337 | 632 | 133 | 275 | 32 | 10 | 280 | 76 | — | — | — | — | — | — |
| 2025 | 20 | AA MLE | 4 teams | — | 491 | 436 | 107 | 22 | 1 | 4 | 47 | 159 | 5 | 2 | 2 | 245 | 324 | 328 | 652 | 83 | 370 | 32 | 10 | 291 | 83 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | Chattanooga Lookouts | — | 576 | 527 | 96 | 24 | 1 | 14 | 35 | 183 | 9 | 1 | 0 | 182 | 245 | 311 | 556 | 129 | 241 | 32 | 6 | 246 | 53 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 19 | A+ MLE | Dayton Dragons | — | 507 | 445 | 91 | 18 | 1 | 13 | 49 | 160 | 8 | 2 | 1 | 204 | 295 | 337 | 632 | 133 | 275 | 32 | 10 | 280 | 76 | — | — | — | — | — | — |
| 2025 | 20 | AA MLE | 4 teams | — | 491 | 436 | 107 | 22 | 1 | 4 | 47 | 159 | 5 | 2 | 2 | 245 | 324 | 328 | 652 | 83 | 370 | 32 | 10 | 291 | 83 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | Chattanooga Lookouts | — | 576 | 527 | 96 | 24 | 1 | 14 | 35 | 183 | 9 | 1 | 0 | 182 | 245 | 311 | 556 | 129 | 241 | 32 | 6 | 246 | 53 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB MLE | CIN | 2% | 643 | 583 | 119 | 27 | 1 | 13 | 47 | 189 | 8 | 2 | 1 | 205 | 274 | 324 | 598 | 119 | 274 | 29 | 7 | 270 | 69 | -24 | +0 | -2 | +2 | +14 | -0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB CTX | CIN | 2% | 4 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 207 | 275 | 331 | 606 | 124 | 275 | 25 | 0 | 273 | 69 | -0 | +0 | -0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 23 | MLB MLE | CIN | 35% | 504 | 455 | 97 | 21 | 1 | 13 | 38 | 145 | 6 | 2 | 1 | 212 | 281 | 348 | 629 | 136 | 277 | 29 | 8 | 282 | 77 | -14 | +0 | -1 | +2 | +11 | -0.2 |
| 2029 | 24 | MLB MLE | CIN | 47% | 537 | 485 | 105 | 22 | 1 | 16 | 41 | 151 | 6 | 2 | 1 | 218 | 288 | 367 | 655 | 149 | 279 | 28 | 8 | 293 | 84 | -10 | +0 | -1 | +2 | +12 | 0.3 |
| 2030 | 25 | MLB MLE | CIN | 52% | 560 | 504 | 112 | 23 | 1 | 18 | 44 | 155 | 7 | 2 | 1 | 222 | 292 | 380 | 672 | 158 | 280 | 28 | 8 | 299 | 89 | -7 | +0 | -1 | +2 | +12 | 0.6 |
| 2031 | 26 | MLB MLE | CIN | 54% | 578 | 521 | 116 | 24 | 1 | 19 | 45 | 159 | 7 | 2 | 1 | 224 | 295 | 387 | 682 | 163 | 281 | 28 | 8 | 303 | 91 | -6 | +0 | -1 | +2 | +13 | 0.8 |
| 2032 | 27 | MLB MLE | CIN | 54% | 582 | 524 | 117 | 24 | 1 | 19 | 46 | 159 | 7 | 1 | 1 | 224 | 295 | 386 | 681 | 161 | 280 | 27 | 8 | 303 | 91 | -6 | -0 | -1 | +2 | +13 | 0.8 |
| 2033 | 28 | MLB MLE | CIN | 54% | 576 | 520 | 116 | 24 | 1 | 19 | 45 | 159 | 6 | 1 | 0 | 222 | 293 | 381 | 674 | 159 | 279 | 28 | 8 | 300 | 89 | -7 | +0 | -2 | +2 | +12 | 0.6 |
| 2034 | 29 | MLB MLE | CIN | 53% | 562 | 507 | 112 | 23 | 1 | 18 | 44 | 157 | 6 | 1 | 0 | 220 | 290 | 374 | 664 | 155 | 277 | 28 | 8 | 296 | 87 | -9 | +0 | -2 | +2 | +12 | 0.3 |
| 2035 | 30 | MLB MLE | CIN | 52% | 550 | 496 | 108 | 22 | 1 | 17 | 43 | 155 | 6 | 1 | 0 | 216 | 286 | 366 | 652 | 150 | 275 | 28 | 8 | 291 | 83 | -11 | +0 | -3 | +2 | +12 | 0.0 |
| 2036 | 31 | MLB MLE | CIN | 52% | 533 | 482 | 103 | 21 | 1 | 16 | 41 | 152 | 5 | 1 | 0 | 212 | 281 | 356 | 637 | 144 | 272 | 29 | 8 | 285 | 79 | -13 | +0 | -4 | +2 | +12 | -0.3 |
| 2028 | 23 | MLB CTX | CIN | 35% | 177 | 160 | 34 | 7 | 0 | 5 | 13 | 51 | 2 | 1 | 0 | 214 | 283 | 356 | 639 | 142 | 277 | 29 | 7 | 286 | 77 | -5 | +0 | -0 | +1 | +4 | -0.0 |
| 2029 | 24 | MLB CTX | CIN | 47% | 250 | 226 | 50 | 10 | 1 | 8 | 19 | 70 | 3 | 1 | 0 | 221 | 290 | 377 | 667 | 157 | 280 | 28 | 8 | 297 | 84 | -5 | +0 | -0 | +1 | +5 | 0.1 |
| 2030 | 25 | MLB CTX | CIN | 52% | 290 | 262 | 59 | 12 | 1 | 10 | 23 | 81 | 3 | 1 | 0 | 225 | 295 | 391 | 685 | 166 | 281 | 28 | 8 | 304 | 89 | -4 | +0 | -0 | +1 | +6 | 0.3 |
| 2031 | 26 | MLB CTX | CIN | 54% | 314 | 282 | 64 | 13 | 1 | 11 | 25 | 86 | 4 | 1 | 0 | 227 | 298 | 399 | 696 | 171 | 282 | 27 | 8 | 309 | 91 | -3 | +0 | -0 | +1 | +7 | 0.5 |
| 2032 | 27 | MLB CTX | CIN | 54% | 316 | 284 | 65 | 13 | 1 | 11 | 25 | 86 | 4 | 1 | 0 | 227 | 298 | 397 | 694 | 170 | 282 | 27 | 8 | 308 | 91 | -3 | +0 | -0 | +1 | +7 | 0.4 |
| 2033 | 28 | MLB CTX | CIN | 54% | 313 | 281 | 64 | 13 | 1 | 11 | 25 | 86 | 4 | 1 | 0 | 225 | 296 | 392 | 687 | 166 | 280 | 27 | 8 | 305 | 89 | -4 | +0 | -1 | +1 | +7 | 0.3 |
| 2034 | 29 | MLB CTX | CIN | 53% | 298 | 270 | 60 | 12 | 1 | 10 | 23 | 83 | 3 | 1 | 0 | 222 | 292 | 385 | 677 | 162 | 279 | 28 | 8 | 301 | 87 | -5 | +0 | -1 | +1 | +6 | 0.2 |
| 2035 | 30 | MLB CTX | CIN | 52% | 288 | 261 | 57 | 11 | 0 | 10 | 22 | 81 | 3 | 1 | 0 | 219 | 289 | 376 | 665 | 157 | 276 | 28 | 8 | 296 | 83 | -6 | +0 | -2 | +1 | +6 | 0.0 |
| 2036 | 31 | MLB CTX | CIN | 52% | 277 | 251 | 54 | 11 | 0 | 9 | 21 | 79 | 3 | 0 | 0 | 215 | 283 | 366 | 649 | 151 | 273 | 29 | 8 | 290 | 79 | -7 | +0 | -2 | +1 | +6 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2523 | 2277 | 507 | 102 | 6 | 85 | 196 | 703 | 29 | 8 | 0 | 223 | 293 | 385 | 677 | 162 | 281 | 28 | 8 | 301 | 81 | -41 | +2 | -7 | +9 | +55 | 1.7 | |
| / 162G | — | A+C | — | 650 | 587 | 131 | 26 | 2 | 22 | 50 | 181 | 7 | 2 | 0 | 223 | 291 | 387 | 678 | 164 | 282 | 28 | 8 | 301 | 81 | -11 | +0 | -2 | +2 | +14 | 0.4 | |
| Career | — | MLE | — | 7262 | 6529 | 1411 | 294 | 14 | 196 | 578 | 2108 | 90 | 24 | 11 | 216 | 289 | 355 | 644 | 139 | 284 | 29 | 8 | 287 | 81 | -92 | +1 | -15 | +19 | +112 | 2.6 | |
| / 162G | — | MLE | — | 650 | 584 | 126 | 26 | 1 | 18 | 52 | 189 | 8 | 2 | 1 | 216 | 289 | 356 | 645 | 140 | 283 | 29 | 8 | 287 | 81 | -11 | +0 | -2 | +2 | +14 | 0.3 | |
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 AAChattanooga Lookouts · 576 PAwOBA .289 → .246 (−43)K% 26.0% → 31.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.04% | ÷1.000 | ×1.220 | — | — | 31.77% |
| BB% (unintentional) /PA | 8.51% | ÷1.000 | ×0.680 | — | ×1.042 | 6.03% |
| HBP% /PA | 1.56% | — | ×0.840 | — | ×1.042 | 1.37% |
| Singles /BIP | 17.08% | ÷1.000 | ×0.920 | ×1.001 | ×1.042 | 16.39% |
| Doubles /BIP | 7.16% | ÷1.000 | ×0.910 | ×1.001 | ×1.042 | 6.80% |
| Triples /BIP | 0.28% | ÷1.000 | ×0.880 | ×1.001 | ×1.042 | 0.25% |
| Home runs /BIP | 4.96% | ÷1.000 | ×0.800 | — | ×1.042 | 4.13% |
Factors used: league row SL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.001.
Result: wOBA .289 → .246; ISO .160 → .135; BABIP .254 → .241. 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 AAChattanooga Lookouts · 308 PAwOBA .327 → .284 (−43)K% 27.9% → 33.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.92% | ÷1.010 | ×1.220 | — | — | 33.74% |
| BB% (unintentional) /PA | 13.96% | ÷1.087 | ×0.680 | — | ×1.050 | 9.17% |
| HBP% /PA | 0.97% | — | ×0.840 | — | ×1.050 | 0.86% |
| Singles /BIP | 28.90% | ÷0.963 | ×0.920 | ×1.006 | ×1.050 | 29.15% |
| Doubles /BIP | 9.25% | ÷1.092 | ×0.910 | ×1.006 | ×1.050 | 8.14% |
| Triples /BIP | 0.00% | ÷1.001 | ×0.880 | ×1.006 | ×1.050 | 0.00% |
| Home runs /BIP | 1.16% | ÷1.021 | ×0.800 | — | ×1.050 | 0.95% |
Factors used: league row SL. Park (home-season share, regressed): HR 104, 1B 93, 2B 118, 3B 100, K 102, BB 117 — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.006.
Result: wOBA .327 → .284; ISO .085 → .074; BABIP .384 → .374. 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+Dayton Dragons · 46 PAwOBA .345 → .289 (−56)K% 21.7% → 27.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.74% | ÷0.999 | ×1.270 | — | — | 27.62% |
| BB% (unintentional) /PA | 10.87% | ÷1.006 | ×0.710 | — | ×1.027 | 7.88% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×1.027 | 0.00% |
| Singles /BIP | 29.03% | ÷0.987 | ×0.920 | — | ×1.027 | 27.80% |
| Doubles /BIP | 6.45% | ÷0.928 | ×0.810 | — | ×1.027 | 5.78% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.850 | — | ×1.027 | 0.00% |
| Home runs /BIP | 3.23% | ÷1.124 | ×0.800 | — | ×1.027 | 2.36% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 125, 1B 97, 2B 86, 3B 80, K 100, BB 101 — 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).
Result: wOBA .345 → .289; ISO .122 → .093; BABIP .367 → .344. 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 Reds · 42 PAwOBA .489 → .342 (−147)K% 19.0% → 27.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.05% | ÷1.010 | ×1.440 | — | — | 27.16% |
| BB% (unintentional) /PA | 21.43% | ÷0.931 | ×0.620 | — | ×0.985 | 14.05% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 32.00% | ÷1.039 | ×0.820 | — | ×0.985 | 24.88% |
| Doubles /BIP | 12.00% | ÷0.963 | ×0.720 | — | ×0.985 | 8.83% |
| Triples /BIP | 4.00% | ÷1.150 | ×0.720 | — | ×0.985 | 2.47% |
| Home runs /BIP | 4.00% | ÷1.252 | ×0.780 | — | ×0.985 | 2.46% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 150, 1B 108, 2B 93, 3B 130, K 102, BB 86 — applied at half strength. Age: age 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).
Result: wOBA .489 → .342; ISO .242 → .158; BABIP .500 → .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).
2024 A+Dayton Dragons · 507 PAwOBA .349 → .280 (−69)K% 25.0% → 31.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.05% | ÷1.006 | ×1.270 | — | — | 31.62% |
| BB% (unintentional) /PA | 12.82% | ÷0.976 | ×0.710 | — | ×1.042 | 9.72% |
| HBP% /PA | 1.58% | — | ×0.790 | — | ×1.042 | 1.30% |
| Singles /BIP | 21.33% | ÷1.023 | ×0.920 | ×1.012 | ×1.042 | 20.22% |
| Doubles /BIP | 7.00% | ÷0.941 | ×0.810 | ×1.012 | ×1.042 | 6.35% |
| Triples /BIP | 0.33% | ÷1.030 | ×0.850 | ×1.012 | ×1.042 | 0.29% |
| Home runs /BIP | 6.67% | ÷1.285 | ×0.800 | — | ×1.042 | 4.33% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 157, 1B 105, 2B 88, 3B 106, K 101, BB 95 — 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 ×1.012.
Result: wOBA .349 → .280; ISO .194 → .136; BABIP .301 → .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).
2023 ADaytona Tortugas · 461 PAwOBA .320 → .262 (−57)K% 23.0% → 31.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.99% | ÷1.006 | ×1.360 | — | — | 31.10% |
| BB% (unintentional) /PA | 12.36% | ÷1.006 | ×0.690 | — | ×1.045 | 8.87% |
| HBP% /PA | 1.74% | — | ×0.780 | — | ×1.045 | 1.41% |
| Singles /BIP | 23.59% | ÷1.032 | ×0.920 | ×1.040 | ×1.045 | 22.85% |
| Doubles /BIP | 7.39% | ÷1.100 | ×0.830 | ×1.040 | ×1.045 | 6.07% |
| Triples /BIP | 0.70% | ÷1.083 | ×0.910 | ×1.040 | ×1.045 | 0.64% |
| Home runs /BIP | 2.11% | ÷1.060 | ×0.800 | — | ×1.045 | 1.67% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 112, 1B 106, 2B 120, 3B 117, K 101, BB 101 — applied at half strength. Age: age 19 vs a level average of 22.0 → +4.5% on BB/HBP/hit rates (3.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.040.
Result: wOBA .320 → .262; ISO .110 → .086; BABIP .317 → .294. 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 ROKACL Reds · 35 PAwOBA .479 → .375 (−103)K% 17.1% → 24.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.14% | ÷1.005 | ×1.440 | — | — | 24.56% |
| BB% (unintentional) /PA | 17.14% | ÷1.011 | ×0.620 | — | ×1.022 | 10.75% |
| HBP% /PA | 2.86% | — | ×0.720 | — | ×1.022 | 2.10% |
| Singles /BIP | 33.33% | ÷1.022 | ×0.820 | — | ×1.022 | 27.33% |
| Doubles /BIP | 4.76% | ÷1.035 | ×0.720 | — | ×1.022 | 3.39% |
| Triples /BIP | 0.00% | ÷0.983 | ×0.720 | — | ×1.022 | 0.00% |
| Home runs /BIP | 9.52% | ÷0.970 | ×0.780 | — | ×1.022 | 7.83% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 104, 2B 107, 3B 97, K 101, BB 102 — applied at half strength. Age: age 18 vs a level average of 19.5 → +2.2% on BB/HBP/hit rates (1.5 yr younger than average).
Result: wOBA .479 → .375; ISO .259 → .218; BABIP .421 → .333. 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 — .