Colt Emerson
SS Seattle Mariners| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 19 | A+/A/INTL3 orgs | 394 | .281/.404/.404 | 4 | 23 | 102 | — | .237/.340/.326 |
| 2025 | 20 | AAA/AA/A+SEA | 600 | .285/.389/.458 | 16 | 14 | 104 | — | .250/.333/.391 |
| 2026 | 21 | AAASEA | 169 | .255/.349/.469 | 7 | 10 | 91 | — | .227/.301/.387 |
| 2026 | 21 | MLBSEA | 241 | .190/.248/.335 | 8 | 3 | 63 | -0.1 | |
| 2027PROJ | 22 | MLBSEA | 214 | .200/.272/.341 | 6 | 5 | 75 | 0.2 | |
| 2028PROJ82% MLB | 23 | MLBSEA | 391 | .204/.277/.352 | 12 | 10 | 79 | 0.5 | |
| 2029PROJ82% MLB | 24 | MLBSEA | 407 | .206/.279/.358 | 13 | 10 | 81 | 0.7 |
Tools · 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) | |||||||||||||||||||||||||||||||
| 2023 | 18 | A | Modesto Nuts | — | 79 | 63 | 19 | 6 | 0 | 1 | 11 | 14 | 4 | 4 | 0 | 302 | 430 | 444 | 875 | 143 | 375 | 18 | 14 | 396 | 120 | — | — | — | — | — | — |
| 2023 | 18 | ROK | ACL Mariners | — | 35 | 28 | 15 | 4 | 0 | 1 | 6 | 6 | 1 | 4 | 0 | 536 | 629 | 786 | 1.414 | 250 | 667 | 17 | 17 | 605 | 193 | — | — | — | — | — | — |
| 2024 | 19 | A+ | Everett AquaSox | — | 139 | 120 | 27 | 5 | 0 | 2 | 15 | 30 | 4 | 9 | 1 | 225 | 331 | 317 | 648 | 92 | 284 | 22 | 11 | 303 | 47 | — | — | — | — | — | — |
| 2024 | 19 | A | Modesto Nuts | — | 193 | 150 | 44 | 12 | 1 | 2 | 35 | 27 | 6 | 6 | 1 | 293 | 445 | 427 | 872 | 133 | 341 | 14 | 18 | 395 | 119 | — | — | — | — | — | — |
| 2024 | 19 | INTL | Peoria Javelinas | — | 62 | 54 | 20 | 9 | 0 | 0 | 6 | 14 | 1 | 8 | 0 | 370 | 443 | 537 | 980 | 167 | 488 | 23 | 10 | 426 | 175 | — | — | — | — | — | — |
| 2025 | 20 | AAA | Tacoma Rainiers | — | 27 | 22 | 8 | 2 | 0 | 2 | 3 | 6 | 1 | 1 | 1 | 364 | 462 | 727 | 1.189 | 364 | 400 | 22 | 11 | 488 | 171 | — | — | — | — | — | — |
| 2025 | 20 | AA | Arkansas Travelers | — | 161 | 142 | 40 | 10 | 1 | 3 | 14 | 31 | 4 | 7 | 0 | 282 | 362 | 430 | 792 | 148 | 339 | 19 | 9 | 354 | 102 | — | — | — | — | — | — |
| 2025 | 20 | A+ | Everett AquaSox | — | 412 | 342 | 96 | 16 | 5 | 11 | 54 | 68 | 10 | 6 | 4 | 281 | 394 | 453 | 847 | 173 | 316 | 17 | 13 | 375 | 101 | — | — | — | — | — | — |
| 2026 | 21 | MLB | Seattle Mariners | — | 241 | 221 | 42 | 6 | 1 | 8 | 15 | 83 | 2 | 3 | 1 | 190 | 248 | 335 | 583 | 145 | 258 | 34 | 6 | 259 | 63 | -11 | +0 | +0 | +4 | +5 | -0.1 |
| 2026 | 21 | AAA | Tacoma Rainiers | — | 169 | 145 | 37 | 8 | 1 | 7 | 17 | 46 | 4 | 10 | 3 | 255 | 349 | 469 | 818 | 214 | 323 | 27 | 10 | 357 | 91 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 241 | 221 | 42 | 6 | 1 | 8 | 15 | 83 | 2 | 3 | 1 | 190 | 248 | 335 | 583 | 145 | 258 | 34 | 6 | 259 | 61 | -11 | +0 | +0 | +4 | +5 | -0.1 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 18 | A MLE | Modesto Nuts | — | 79 | 67 | 19 | 5 | 0 | 1 | 8 | 19 | 4 | 4 | 0 | 284 | 392 | 403 | 795 | 119 | 369 | 24 | 10 | 346 | 120 | — | — | — | — | — | — |
| 2023 | 18 | ROK MLE | ACL Mariners | — | 35 | 30 | 12 | 3 | 0 | 1 | 4 | 9 | 1 | 4 | 0 | 400 | 486 | 600 | 1.086 | 200 | 542 | 26 | 11 | 453 | 193 | — | — | — | — | — | — |
| 2024 | 19 | A+ MLE | Everett AquaSox | — | 139 | 125 | 23 | 4 | 0 | 1 | 10 | 40 | 4 | 9 | 1 | 184 | 266 | 240 | 506 | 56 | 260 | 29 | 7 | 237 | 47 | — | — | — | — | — | — |
| 2024 | 19 | A MLE | Modesto Nuts | — | 193 | 160 | 44 | 10 | 1 | 2 | 25 | 37 | 6 | 6 | 1 | 275 | 393 | 388 | 780 | 112 | 331 | 19 | 13 | 344 | 119 | — | — | — | — | — | — |
| 2025 | 20 | AAA MLE | Tacoma Rainiers | — | 27 | 24 | 7 | 2 | 0 | 1 | 1 | 7 | 1 | 1 | 1 | 292 | 346 | 500 | 846 | 208 | 357 | 26 | 4 | 421 | 171 | — | — | — | — | — | — |
| 2025 | 20 | AA MLE | Arkansas Travelers | — | 161 | 146 | 38 | 9 | 1 | 3 | 10 | 36 | 4 | 7 | 0 | 260 | 325 | 397 | 722 | 137 | 319 | 22 | 6 | 319 | 102 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | Everett AquaSox | — | 412 | 357 | 87 | 14 | 4 | 9 | 39 | 96 | 10 | 6 | 4 | 244 | 335 | 381 | 716 | 137 | 296 | 23 | 9 | 317 | 101 | — | — | — | — | — | — |
| 2026 | 21 | MLB MLE | Seattle Mariners | — | 241 | 221 | 42 | 6 | 1 | 8 | 15 | 83 | 2 | 3 | 1 | 190 | 248 | 335 | 583 | 145 | 258 | 34 | 6 | 262 | 63 | -11 | +0 | +0 | +4 | +5 | -0.1 |
| 2026 | 21 | AAA MLE | Tacoma Rainiers | — | 169 | 150 | 34 | 7 | 1 | 5 | 12 | 55 | 4 | 10 | 3 | 227 | 301 | 387 | 688 | 160 | 315 | 33 | 7 | 303 | 91 | — | — | — | — | — | — |
| 2023 | 18 | A MLE | 2 teams | — | 114 | 97 | 31 | 8 | 0 | 2 | 12 | 27 | 5 | 8 | 0 | 320 | 421 | 464 | 885 | 144 | 426 | 24 | 11 | 379 | 143 | — | — | — | — | — | — |
| 2023 | 18 | A RAW | 2 teams | — | 114 | 91 | 34 | 10 | 0 | 2 | 17 | 20 | 5 | 8 | 0 | 374 | 491 | 549 | 1.041 | 176 | 464 | 18 | 15 | 460 | 143 | — | — | — | — | — | — |
| 2024 | 19 | A MLE | 3 teams | — | 394 | 338 | 79 | 17 | 1 | 4 | 42 | 92 | 11 | 23 | 2 | 234 | 338 | 325 | 663 | 92 | 306 | 23 | 11 | 299 | 89 | — | — | — | — | — | — |
| 2024 | 19 | A RAW | 3 teams | — | 394 | 324 | 91 | 26 | 1 | 4 | 56 | 71 | 11 | 23 | 2 | 281 | 404 | 404 | 808 | 123 | 345 | 18 | 14 | 367 | 89 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | 3 teams | — | 600 | 526 | 134 | 26 | 5 | 14 | 51 | 139 | 15 | 14 | 5 | 255 | 338 | 403 | 741 | 148 | 315 | 23 | 8 | 322 | 104 | — | — | — | — | — | — |
| 2025 | 20 | A+ RAW | 3 teams | — | 600 | 506 | 144 | 28 | 6 | 16 | 71 | 105 | 15 | 14 | 5 | 285 | 389 | 458 | 847 | 174 | 326 | 18 | 12 | 374 | 104 | — | — | — | — | — | — |
| 2026 | 21 | MLB MLE | 2 teams | — | 410 | 371 | 77 | 13 | 2 | 13 | 27 | 138 | 6 | 13 | 4 | 208 | 272 | 358 | 631 | 151 | 287 | 34 | 7 | 279 | 75 | -12 | +1 | +0 | +4 | +9 | 0.2 |
| 2026 | 21 | MLB RAW | 2 teams | — | 410 | 366 | 79 | 14 | 2 | 15 | 32 | 129 | 6 | 13 | 4 | 216 | 290 | 388 | 678 | 172 | 284 | 31 | 8 | 299 | 75 | -12 | +1 | +0 | +4 | +9 | 0.2 |
| 2023 | 18 | A MLE | 2 teams | — | 114 | 96 | 31 | 8 | 0 | 2 | 12 | 27 | 5 | 8 | 0 | 323 | 421 | 469 | 890 | 146 | 422 | 24 | 11 | 379 | 143 | — | — | — | — | — | — |
| 2024 | 19 | A MLE | 3 teams | — | 394 | 338 | 79 | 17 | 1 | 4 | 42 | 92 | 11 | 23 | 2 | 234 | 338 | 325 | 663 | 92 | 301 | 23 | 11 | 299 | 89 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | 3 teams | — | 600 | 529 | 134 | 26 | 5 | 14 | 51 | 139 | 15 | 14 | 5 | 253 | 338 | 401 | 739 | 147 | 305 | 23 | 8 | 322 | 104 | — | — | — | — | — | — |
| 2026 | 21 | MLB MLE | 2 teams | — | 410 | 374 | 77 | 13 | 2 | 13 | 27 | 138 | 6 | 13 | 4 | 206 | 272 | 356 | 628 | 150 | 281 | 34 | 7 | 279 | 75 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 19 | A MLE | 3 teams | — | 394 | 338 | 79 | 17 | 1 | 4 | 42 | 92 | 11 | 23 | 2 | 234 | 338 | 325 | 663 | 92 | 301 | 23 | 11 | 299 | 89 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | 3 teams | — | 600 | 529 | 134 | 26 | 5 | 14 | 51 | 139 | 15 | 14 | 5 | 253 | 338 | 401 | 739 | 147 | 305 | 23 | 8 | 322 | 104 | — | — | — | — | — | — |
| 2026 | 21 | MLB MLE | 2 teams | — | 410 | 374 | 77 | 13 | 2 | 13 | 27 | 138 | 6 | 13 | 4 | 206 | 272 | 356 | 628 | 150 | 281 | 34 | 7 | 279 | 75 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB MLE | SEA | 100% | 468 | 423 | 85 | 15 | 2 | 14 | 35 | 141 | 7 | 11 | 3 | 202 | 274 | 347 | 621 | 145 | 263 | 30 | 7 | 279 | 75 | -14 | +1 | +2 | +5 | +10 | 0.4 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB CTX | SEA | 100% | 214 | 193 | 39 | 7 | 1 | 6 | 16 | 64 | 3 | 5 | 1 | 200 | 272 | 341 | 614 | 141 | 261 | 30 | 7 | 276 | 75 | -6 | +1 | +1 | +2 | +5 | 0.2 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 23 | MLB MLE | SEA | 82% | 477 | 431 | 88 | 16 | 2 | 15 | 36 | 141 | 7 | 12 | 3 | 206 | 279 | 358 | 637 | 152 | 264 | 30 | 8 | 285 | 79 | -12 | +1 | +2 | +5 | +10 | 0.7 |
| 2029 | 24 | MLB MLE | SEA | 82% | 496 | 448 | 92 | 16 | 2 | 16 | 38 | 145 | 7 | 12 | 3 | 208 | 281 | 364 | 646 | 156 | 265 | 29 | 8 | 288 | 81 | -11 | +1 | +2 | +5 | +11 | 0.8 |
| 2030 | 25 | MLB MLE | SEA | 82% | 502 | 451 | 95 | 17 | 2 | 17 | 39 | 146 | 7 | 12 | 3 | 209 | 282 | 367 | 649 | 158 | 266 | 29 | 8 | 290 | 82 | -11 | +1 | +2 | +5 | +11 | 0.9 |
| 2031 | 26 | MLB MLE | SEA | 82% | 502 | 451 | 95 | 17 | 2 | 17 | 39 | 146 | 7 | 12 | 3 | 209 | 283 | 366 | 649 | 158 | 265 | 29 | 8 | 290 | 82 | -11 | +1 | +2 | +5 | +11 | 0.9 |
| 2032 | 27 | MLB MLE | SEA | 82% | 496 | 447 | 92 | 16 | 2 | 16 | 39 | 145 | 7 | 11 | 3 | 208 | 282 | 364 | 646 | 156 | 265 | 29 | 8 | 289 | 81 | -11 | +1 | +2 | +5 | +11 | 0.8 |
| 2033 | 28 | MLB MLE | SEA | 82% | 487 | 439 | 91 | 16 | 2 | 16 | 38 | 144 | 7 | 9 | 3 | 206 | 280 | 360 | 639 | 153 | 264 | 30 | 8 | 286 | 80 | -12 | +1 | +1 | +5 | +11 | 0.6 |
| 2034 | 29 | MLB MLE | SEA | 82% | 473 | 426 | 87 | 15 | 2 | 15 | 37 | 141 | 7 | 7 | 2 | 204 | 277 | 354 | 631 | 150 | 263 | 30 | 8 | 283 | 77 | -13 | +1 | +1 | +5 | +10 | 0.4 |
| 2035 | 30 | MLB MLE | SEA | 82% | 459 | 415 | 83 | 14 | 2 | 14 | 35 | 138 | 6 | 5 | 2 | 201 | 274 | 346 | 621 | 145 | 262 | 30 | 8 | 278 | 75 | -14 | +0 | -0 | +5 | +10 | 0.1 |
| 2028 | 23 | MLB CTX | SEA | 82% | 391 | 352 | 72 | 13 | 2 | 12 | 30 | 115 | 6 | 10 | 3 | 204 | 277 | 352 | 629 | 149 | 262 | 29 | 8 | 282 | 79 | -10 | +1 | +2 | +4 | +8 | 0.5 |
| 2029 | 24 | MLB CTX | SEA | 82% | 407 | 367 | 75 | 13 | 2 | 13 | 31 | 119 | 6 | 10 | 3 | 206 | 279 | 358 | 638 | 153 | 263 | 29 | 8 | 285 | 81 | -9 | +1 | +2 | +4 | +9 | 0.7 |
| 2030 | 25 | MLB CTX | SEA | 82% | 412 | 371 | 76 | 13 | 2 | 13 | 32 | 120 | 6 | 10 | 3 | 206 | 280 | 361 | 641 | 154 | 263 | 29 | 8 | 287 | 82 | -9 | +1 | +2 | +4 | +9 | 0.7 |
| 2031 | 26 | MLB CTX | SEA | 82% | 412 | 371 | 76 | 13 | 2 | 13 | 32 | 120 | 6 | 10 | 3 | 206 | 281 | 360 | 641 | 154 | 263 | 29 | 8 | 287 | 82 | -9 | +1 | +2 | +4 | +9 | 0.7 |
| 2032 | 27 | MLB CTX | SEA | 82% | 407 | 366 | 75 | 13 | 2 | 13 | 32 | 119 | 6 | 9 | 3 | 205 | 280 | 358 | 638 | 153 | 262 | 29 | 8 | 285 | 81 | -9 | +1 | +2 | +4 | +9 | 0.7 |
| 2033 | 28 | MLB CTX | SEA | 82% | 399 | 359 | 73 | 13 | 2 | 12 | 31 | 118 | 6 | 8 | 2 | 204 | 278 | 354 | 632 | 150 | 262 | 30 | 8 | 283 | 80 | -10 | +1 | +1 | +4 | +9 | 0.5 |
| 2034 | 29 | MLB CTX | SEA | 82% | 388 | 350 | 71 | 12 | 2 | 12 | 30 | 116 | 5 | 6 | 2 | 202 | 275 | 348 | 623 | 146 | 261 | 30 | 8 | 280 | 77 | -10 | +0 | +1 | +4 | +8 | 0.3 |
| 2035 | 30 | MLB CTX | SEA | 82% | 376 | 339 | 68 | 12 | 2 | 11 | 29 | 113 | 5 | 4 | 2 | 199 | 272 | 341 | 613 | 142 | 259 | 30 | 8 | 276 | 75 | -11 | +0 | -0 | +4 | +8 | 0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 3433 | 3096 | 628 | 108 | 17 | 107 | 262 | 1023 | 48 | 70 | 22 | 203 | 275 | 352 | 628 | 150 | 263 | 30 | 8 | 281 | 84 | -88 | +5 | +10 | +39 | +74 | 4.1 | |
| / 162G | — | A+C | — | 650 | 586 | 118 | 20 | 3 | 20 | 50 | 194 | 9 | 13 | 4 | 201 | 274 | 348 | 623 | 147 | 261 | 30 | 8 | 281 | 84 | -17 | +1 | +2 | +7 | +14 | 0.8 | |
| Career | — | MLE | — | 5624 | 5033 | 1083 | 198 | 25 | 165 | 449 | 1606 | 95 | 143 | 34 | 215 | 292 | 363 | 655 | 148 | 279 | 29 | 8 | 292 | 84 | -111 | +8 | +13 | +48 | +94 | 5.4 | |
| / 162G | — | MLE | — | 650 | 582 | 125 | 23 | 3 | 19 | 52 | 186 | 11 | 17 | 4 | 215 | 292 | 363 | 654 | 148 | 278 | 29 | 8 | 292 | 84 | -17 | +1 | +2 | +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 AAATacoma Rainiers · 169 PAwOBA .347 → .303 (−44)K% 27.2% → 32.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.22% | ÷1.000 | ×1.200 | — | — | 32.66% |
| BB% (unintentional) /PA | 9.47% | ÷1.000 | ×0.690 | — | ×1.050 | 6.86% |
| HBP% /PA | 2.37% | — | ×0.940 | — | ×1.050 | 2.34% |
| Singles /BIP | 21.21% | ÷1.000 | ×0.930 | ×1.050 | ×1.050 | 21.75% |
| Doubles /BIP | 8.08% | ÷1.000 | ×0.830 | ×1.050 | ×1.050 | 7.39% |
| Triples /BIP | 1.01% | ÷1.000 | ×0.970 | ×1.050 | ×1.050 | 1.08% |
| Home runs /BIP | 7.07% | ÷1.000 | ×0.700 | — | ×1.050 | 5.20% |
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 21 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (6.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .347 → .303; ISO .214 → .170; BABIP .323 → .315. 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+Everett AquaSox · 412 PAwOBA .370 → .317 (−54)K% 16.5% → 23.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.50% | ÷0.957 | ×1.350 | — | — | 23.27% |
| BB% (unintentional) /PA | 12.86% | ÷0.999 | ×0.710 | — | ×1.042 | 9.52% |
| HBP% /PA | 2.43% | — | ×0.810 | — | ×1.042 | 2.05% |
| Singles /BIP | 23.36% | ÷1.001 | ×0.910 | ×1.018 | ×1.042 | 22.52% |
| Doubles /BIP | 5.84% | ÷0.955 | ×0.830 | ×1.018 | ×1.042 | 5.38% |
| Triples /BIP | 1.82% | ÷1.150 | ×0.820 | ×1.018 | ×1.042 | 1.38% |
| Home runs /BIP | 4.01% | ÷1.036 | ×0.830 | — | ×1.042 | 3.35% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 107, 1B 100, 2B 91, 3B 130, K 91, BB 100 — 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 ×1.018.
Result: wOBA .370 → .317; ISO .173 → .143; BABIP .316 → .296. 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 AAArkansas Travelers · 161 PAwOBA .344 → .319 (−25)K% 19.3% → 22.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.25% | ÷1.061 | ×1.220 | — | — | 22.13% |
| BB% (unintentional) /PA | 8.07% | ÷0.950 | ×0.700 | — | ×1.050 | 6.25% |
| HBP% /PA | 2.48% | — | ×0.870 | — | ×1.050 | 2.27% |
| Singles /BIP | 23.42% | ÷0.998 | ×0.920 | ×0.971 | ×1.050 | 22.01% |
| Doubles /BIP | 9.01% | ÷0.914 | ×0.840 | ×0.971 | ×1.050 | 8.45% |
| Triples /BIP | 0.90% | ÷1.018 | ×0.940 | ×0.971 | ×1.050 | 0.85% |
| Home runs /BIP | 2.70% | ÷0.800 | ×0.800 | — | ×1.050 | 2.84% |
Factors used: league row TL. Park (home-season share, regressed): HR 60, 1B 100, 2B 83, 3B 104, K 112, BB 90 — applied at half strength. Age: age 20 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (4.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.971.
Result: wOBA .344 → .319; ISO .148 → .147; BABIP .339 → .319. 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 AAATacoma Rainiers · 27 PAwOBA .485 → .421 (−63)K% 22.2% → 25.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.22% | ÷1.035 | ×1.200 | — | — | 25.76% |
| BB% (unintentional) /PA | 7.41% | ÷1.023 | ×0.690 | — | ×1.050 | 5.25% |
| HBP% /PA | 3.70% | — | ×0.940 | — | ×1.050 | 3.66% |
| Singles /BIP | 25.00% | ÷1.019 | ×0.930 | — | ×1.050 | 23.97% |
| Doubles /BIP | 12.50% | ÷0.985 | ×0.830 | — | ×1.050 | 11.06% |
| Triples /BIP | 0.00% | ÷1.017 | ×0.970 | — | ×1.050 | 0.00% |
| Home runs /BIP | 12.50% | ÷1.204 | ×0.700 | — | ×1.050 | 7.63% |
Factors used: league row International League. Park (home-season share, regressed): HR 141, 1B 104, 2B 97, 3B 103, K 107, BB 105 — applied at half strength. Age: age 20 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (7.2 yr younger than average).
Result: wOBA .485 → .421; ISO .364 → .272; BABIP .400 → .357. 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 AModesto Nuts · 193 PAwOBA .390 → .344 (−46)K% 14.0% → 19.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.99% | ÷0.993 | ×1.360 | — | — | 19.16% |
| BB% (unintentional) /PA | 18.13% | ÷1.010 | ×0.690 | — | ×1.045 | 12.94% |
| HBP% /PA | 3.11% | — | ×0.780 | — | ×1.045 | 2.53% |
| Singles /BIP | 23.58% | ÷0.970 | ×0.920 | ×1.039 | ×1.045 | 24.26% |
| Doubles /BIP | 9.76% | ÷1.076 | ×0.830 | ×1.039 | ×1.045 | 8.17% |
| Triples /BIP | 0.81% | ÷1.150 | ×0.910 | ×1.039 | ×1.045 | 0.70% |
| Home runs /BIP | 1.63% | ÷0.897 | ×0.800 | — | ×1.045 | 1.52% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 79, 1B 94, 2B 115, 3B 130, K 99, BB 102 — 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 ×1.039.
Result: wOBA .390 → .344; ISO .133 → .119; BABIP .341 → .331. 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+Everett AquaSox · 139 PAwOBA .295 → .237 (−59)K% 21.6% → 29.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.58% | ÷1.003 | ×1.350 | — | — | 29.06% |
| BB% (unintentional) /PA | 10.79% | ÷1.082 | ×0.710 | — | ×1.050 | 7.44% |
| HBP% /PA | 2.88% | — | ×0.810 | — | ×1.050 | 2.45% |
| Singles /BIP | 22.22% | ÷0.992 | ×0.910 | ×0.981 | ×1.050 | 21.00% |
| Doubles /BIP | 5.56% | ÷1.040 | ×0.830 | ×0.981 | ×1.050 | 4.57% |
| Triples /BIP | 0.00% | ÷0.904 | ×0.820 | ×0.981 | ×1.050 | 0.00% |
| Home runs /BIP | 2.22% | ÷1.175 | ×0.830 | — | ×1.050 | 1.65% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 135, 1B 98, 2B 108, 3B 81, K 101, BB 116 — applied at half strength. Age: age 19 vs a level average of 22.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.981.
Result: wOBA .295 → .237; ISO .092 → .067; BABIP .284 → .260. 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 AModesto Nuts · 79 PAwOBA .386 → .346 (−40)K% 17.7% → 23.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.72% | ÷1.026 | ×1.360 | — | — | 23.49% |
| BB% (unintentional) /PA | 13.92% | ÷1.013 | ×0.690 | — | ×1.050 | 9.96% |
| HBP% /PA | 5.06% | — | ×0.780 | — | ×1.050 | 4.15% |
| Singles /BIP | 24.49% | ÷0.974 | ×0.920 | ×1.050 | ×1.050 | 25.52% |
| Doubles /BIP | 12.24% | ÷1.050 | ×0.830 | ×1.050 | ×1.050 | 10.67% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.910 | ×1.050 | ×1.050 | 0.00% |
| Home runs /BIP | 2.04% | ÷0.883 | ×0.800 | — | ×1.050 | 1.94% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 77, 1B 95, 2B 110, 3B 130, K 105, BB 103 — applied at half strength. Age: age 18 vs a level average of 22.0 → +5.0% on BB/HBP/hit rates (4.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .386 → .346; ISO .143 → .129; BABIP .375 → .369. 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 ROKACL Mariners · 35 PAwOBA .590 → .453 (−136)K% 17.1% → 24.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.14% | ÷0.992 | ×1.440 | — | — | 24.89% |
| BB% (unintentional) /PA | 17.14% | ÷0.989 | ×0.620 | — | ×1.022 | 10.99% |
| HBP% /PA | 2.86% | — | ×0.720 | — | ×1.022 | 2.10% |
| Singles /BIP | 45.45% | ÷0.987 | ×0.820 | — | ×1.022 | 38.60% |
| Doubles /BIP | 18.18% | ÷0.993 | ×0.720 | — | ×1.022 | 13.48% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×1.022 | 0.00% |
| Home runs /BIP | 4.55% | ÷0.945 | ×0.780 | — | ×1.022 | 3.83% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 97, 2B 99, 3B 100, K 98, BB 98 — 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 .590 → .453; ISO .250 → .194; BABIP .667 → .542. 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 — .