Adael Amador
2B Albuquerque Isotopes| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 21 | AACOL | 455 | .230/.343/.376 | 14 | 35 | 74 | — | .210/.294/.337 |
| 2024 | 21 | MLBCOL | 36 | .171/.194/.200 | 0 | 1 | 5 | -0.1 | |
| 2025 | 22 | AAA/INTL2 orgs | 468 | .279/.391/.437 | 13 | 23 | 103 | — | .268/.350/.402 |
| 2025 | 22 | MLBCOL | 128 | .177/.256/.265 | 1 | 1 | 43 | -0.6 | |
| 2026 | 23 | AAACOL | 434 | .264/.371/.428 | 11 | 11 | 96 | — | .245/.324/.372 |
| 2026 | 23 | MLBCOL | 95 | .277/.362/.482 | 4 | 0 | 121 | 0.6 | |
| 2027PROJ49% MLB | 24 | MLBCOL | 117 | .238/.316/.383 | 3 | 3 | 87 | 0.1 | |
| 2028PROJ61% MLB | 25 | MLBCOL | 195 | .238/.317/.385 | 5 | 5 | 88 | 0.2 | |
| 2029PROJ66% MLB | 26 | MLBCOL | 231 | .238/.317/.385 | 6 | 6 | 88 | 0.2 |
Tools · Recent Form · Splits · 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 | ACL Rockies | — | 200 | 164 | 49 | 10 | 1 | 4 | 27 | 29 | 2 | 10 | 7 | 299 | 404 | 445 | 849 | 146 | 331 | 14 | 14 | 369 | 76 | — | — | — | — | — | — |
| 2022 | 19 | A | Fresno Grizzlies | — | 555 | 449 | 131 | 24 | 0 | 15 | 87 | 67 | 11 | 26 | 12 | 292 | 419 | 445 | 864 | 154 | 312 | 12 | 16 | 386 | 119 | — | — | — | — | — | — |
| 2023 | 20 | AA | Hartford Yard Goats | — | 41 | 35 | 5 | 0 | 0 | 1 | 4 | 8 | 1 | 3 | 1 | 143 | 250 | 229 | 479 | 86 | 148 | 20 | 10 | 225 | 17 | — | — | — | — | — | — |
| 2023 | 20 | A+ | Spokane Indians | — | 259 | 222 | 67 | 14 | 3 | 9 | 31 | 26 | 3 | 12 | 4 | 302 | 395 | 514 | 908 | 212 | 307 | 10 | 12 | 396 | 118 | — | — | — | — | — | — |
| 2023 | 20 | ROK | ACL Rockies | — | 22 | 18 | 7 | 1 | 0 | 2 | 4 | 3 | 0 | 0 | 0 | 389 | 500 | 778 | 1.278 | 389 | 385 | 14 | 18 | 539 | 152 | — | — | — | — | — | — |
| 2023 | 20 | INTL | RA12 | — | 86 | 70 | 17 | 2 | 1 | 0 | 15 | 13 | 0 | 7 | 1 | 243 | 376 | 300 | 676 | 57 | 293 | 15 | 17 | 318 | 101 | — | — | — | — | — | — |
| 2024 | 21 | MLB | Colorado Rockies | — | 36 | 35 | 6 | 1 | 0 | 0 | 1 | 6 | 0 | 1 | 0 | 171 | 194 | 200 | 394 | 29 | 207 | 17 | 3 | 181 | 5 | -4 | +0 | +0 | +2 | +1 | -0.1 |
| 2024 | 21 | AA | Hartford Yard Goats | — | 455 | 383 | 88 | 12 | 1 | 14 | 62 | 88 | 5 | 35 | 11 | 230 | 343 | 376 | 719 | 146 | 261 | 19 | 14 | 326 | 74 | — | — | — | — | — | — |
| 2025 | 22 | MLB | Colorado Rockies | — | 128 | 113 | 20 | 7 | 0 | 1 | 11 | 27 | 1 | 1 | 1 | 177 | 256 | 265 | 521 | 88 | 224 | 21 | 9 | 237 | 43 | -9 | -0 | -2 | +2 | +3 | -0.6 |
| 2025 | 22 | AAA | Albuquerque Isotopes | — | 371 | 314 | 95 | 16 | 3 | 11 | 50 | 47 | 5 | 20 | 9 | 303 | 407 | 478 | 884 | 175 | 327 | 13 | 13 | 393 | 110 | — | — | — | — | — | — |
| 2025 | 22 | INTL | Aguilas Cibaenas | — | 97 | 77 | 14 | 1 | 0 | 2 | 16 | 13 | 1 | 3 | 1 | 182 | 330 | 273 | 603 | 91 | 188 | 13 | 16 | 281 | 77 | — | — | — | — | — | — |
| 2026 | 23 | MLB | Colorado Rockies | — | 95 | 83 | 23 | 5 | 0 | 4 | 10 | 12 | 1 | 0 | 0 | 277 | 362 | 482 | 844 | 205 | 284 | 13 | 11 | 370 | 121 | +2 | +0 | +0 | +2 | +2 | 0.6 |
| 2026 | 23 | AAA | Albuquerque Isotopes | — | 434 | 367 | 97 | 21 | 3 | 11 | 61 | 48 | 1 | 11 | 7 | 264 | 371 | 428 | 798 | 163 | 276 | 11 | 14 | 355 | 96 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 259 | 231 | 49 | 13 | 0 | 5 | 22 | 45 | 2 | 2 | 1 | 212 | 286 | 333 | 620 | 121 | 243 | 17 | 8 | 278 | 74 | -8 | +0 | -2 | +6 | +6 | 0.2 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 18 | ROK MLE | ACL Rockies | — | 200 | 175 | 41 | 8 | 1 | 3 | 16 | 42 | 2 | 10 | 7 | 234 | 306 | 343 | 649 | 109 | 260 | 21 | 8 | 280 | 76 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Fresno Grizzlies | — | 555 | 476 | 133 | 23 | 0 | 14 | 60 | 95 | 11 | 26 | 12 | 279 | 373 | 416 | 789 | 137 | 312 | 17 | 11 | 344 | 119 | — | — | — | — | — | — |
| 2023 | 20 | AA MLE | Hartford Yard Goats | — | 41 | 36 | 5 | 0 | 0 | 1 | 3 | 9 | 1 | 3 | 1 | 139 | 225 | 222 | 447 | 83 | 141 | 22 | 7 | 194 | 17 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Spokane Indians | — | 259 | 232 | 65 | 13 | 3 | 8 | 21 | 36 | 3 | 12 | 4 | 280 | 348 | 466 | 813 | 185 | 290 | 14 | 8 | 342 | 118 | — | — | — | — | — | — |
| 2023 | 20 | ROK MLE | ACL Rockies | — | 22 | 20 | 6 | 1 | 0 | 2 | 2 | 4 | 0 | 0 | 0 | 300 | 364 | 650 | 1.014 | 350 | 301 | 18 | 9 | 393 | 152 | — | — | — | — | — | — |
| 2024 | 21 | MLB MLE | Colorado Rockies | — | 36 | 35 | 6 | 1 | 0 | 0 | 1 | 6 | 0 | 1 | 0 | 171 | 194 | 200 | 394 | 29 | 207 | 17 | 3 | 176 | 5 | -4 | +0 | +0 | +2 | +1 | -0.1 |
| 2024 | 21 | AA MLE | Hartford Yard Goats | — | 455 | 404 | 85 | 10 | 1 | 13 | 43 | 109 | 5 | 35 | 11 | 210 | 294 | 337 | 631 | 126 | 250 | 24 | 9 | 278 | 74 | — | — | — | — | — | — |
| 2025 | 22 | MLB MLE | Colorado Rockies | — | 128 | 113 | 20 | 7 | 0 | 1 | 11 | 27 | 1 | 1 | 1 | 177 | 256 | 265 | 521 | 88 | 224 | 21 | 9 | 232 | 43 | -9 | -0 | -2 | +2 | +3 | -0.6 |
| 2025 | 22 | AAA MLE | Albuquerque Isotopes | — | 371 | 328 | 88 | 14 | 3 | 8 | 36 | 60 | 5 | 20 | 9 | 268 | 350 | 402 | 752 | 134 | 306 | 16 | 10 | 331 | 110 | — | — | — | — | — | — |
| 2026 | 23 | MLB MLE | Colorado Rockies | — | 95 | 84 | 23 | 5 | 0 | 4 | 9 | 12 | 1 | 0 | 0 | 274 | 351 | 476 | 827 | 202 | 284 | 13 | 9 | 348 | 121 | +2 | +0 | +0 | +2 | +2 | 0.6 |
| 2026 | 23 | AAA MLE | Albuquerque Isotopes | — | 434 | 384 | 94 | 19 | 3 | 8 | 44 | 58 | 1 | 11 | 7 | 245 | 324 | 372 | 696 | 128 | 264 | 13 | 10 | 310 | 96 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | ACL Rockies | — | 200 | 175 | 41 | 8 | 1 | 3 | 16 | 42 | 2 | 10 | 7 | 234 | 306 | 343 | 649 | 109 | 281 | 21 | 8 | 280 | 76 | — | — | — | — | — | — |
| 2021 | 18 | ROK RAW | ACL Rockies | — | 200 | 164 | 49 | 10 | 1 | 4 | 27 | 29 | 2 | 10 | 7 | 299 | 404 | 445 | 849 | 146 | 331 | 14 | 14 | 369 | 76 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Fresno Grizzlies | — | 555 | 476 | 133 | 23 | 0 | 14 | 60 | 95 | 11 | 26 | 12 | 279 | 373 | 416 | 789 | 137 | 320 | 17 | 11 | 344 | 119 | — | — | — | — | — | — |
| 2022 | 19 | A RAW | Fresno Grizzlies | — | 555 | 449 | 131 | 24 | 0 | 15 | 87 | 67 | 11 | 26 | 12 | 292 | 419 | 445 | 864 | 154 | 312 | 12 | 16 | 386 | 119 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | 4 teams | — | 408 | 365 | 95 | 17 | 4 | 13 | 34 | 63 | 4 | 22 | 6 | 260 | 330 | 436 | 766 | 175 | 280 | 15 | 8 | 327 | 107 | — | — | — | — | — | — |
| 2023 | 20 | A+ RAW | 4 teams | — | 408 | 345 | 96 | 17 | 4 | 12 | 54 | 50 | 4 | 22 | 6 | 278 | 382 | 455 | 837 | 177 | 293 | 12 | 13 | 370 | 107 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | 2 teams | — | 491 | 439 | 91 | 11 | 1 | 13 | 44 | 115 | 5 | 36 | 11 | 207 | 287 | 326 | 613 | 118 | 249 | 23 | 9 | 271 | 69 | — | — | — | — | — | — |
| 2024 | 21 | AA RAW | 2 teams | — | 491 | 418 | 94 | 13 | 1 | 14 | 63 | 94 | 5 | 36 | 11 | 225 | 332 | 361 | 693 | 136 | 256 | 19 | 13 | 315 | 69 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | 3 teams | — | 596 | 525 | 130 | 25 | 4 | 11 | 56 | 104 | 7 | 24 | 11 | 248 | 328 | 373 | 702 | 126 | 288 | 17 | 9 | 306 | 93 | — | — | — | — | — | — |
| 2025 | 22 | AAA RAW | 3 teams | — | 596 | 504 | 129 | 24 | 3 | 14 | 77 | 87 | 7 | 24 | 11 | 256 | 362 | 399 | 761 | 143 | 283 | 15 | 13 | 341 | 93 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 529 | 468 | 116 | 24 | 3 | 12 | 53 | 70 | 2 | 11 | 7 | 248 | 327 | 389 | 716 | 141 | 267 | 13 | 10 | 317 | 101 | — | — | — | — | — | — |
| 2026 | 23 | AAA RAW | 2 teams | — | 529 | 450 | 120 | 26 | 3 | 15 | 71 | 60 | 2 | 11 | 7 | 267 | 369 | 438 | 807 | 171 | 277 | 11 | 13 | 358 | 101 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | ACL Rockies | — | 200 | 180 | 41 | 8 | 1 | 3 | 16 | 42 | 2 | 10 | 7 | 228 | 306 | 333 | 639 | 106 | 260 | 21 | 8 | 280 | 76 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Fresno Grizzlies | — | 555 | 479 | 133 | 23 | 0 | 14 | 60 | 95 | 11 | 26 | 12 | 278 | 373 | 413 | 786 | 136 | 312 | 17 | 11 | 344 | 119 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | 4 teams | — | 408 | 367 | 95 | 17 | 4 | 13 | 34 | 63 | 4 | 22 | 6 | 259 | 330 | 433 | 763 | 174 | 272 | 15 | 8 | 327 | 107 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | 2 teams | — | 491 | 439 | 91 | 11 | 1 | 13 | 44 | 115 | 5 | 36 | 11 | 207 | 287 | 326 | 613 | 118 | 247 | 23 | 9 | 271 | 69 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | 3 teams | — | 596 | 528 | 130 | 25 | 4 | 11 | 56 | 104 | 7 | 24 | 11 | 246 | 328 | 371 | 699 | 125 | 285 | 17 | 9 | 306 | 93 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 529 | 469 | 116 | 24 | 3 | 12 | 53 | 70 | 2 | 11 | 7 | 247 | 327 | 388 | 715 | 141 | 268 | 13 | 10 | 317 | 101 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 21 | AA MLE | 2 teams | — | 491 | 439 | 91 | 11 | 1 | 13 | 44 | 115 | 5 | 36 | 11 | 207 | 287 | 326 | 613 | 118 | 247 | 23 | 9 | 271 | 69 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | 3 teams | — | 596 | 528 | 130 | 25 | 4 | 11 | 56 | 104 | 7 | 24 | 11 | 246 | 328 | 371 | 699 | 125 | 285 | 17 | 9 | 306 | 93 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 529 | 469 | 116 | 24 | 3 | 12 | 53 | 70 | 2 | 11 | 7 | 247 | 327 | 388 | 715 | 141 | 268 | 13 | 10 | 317 | 101 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB MLE | COL | 49% | 380 | 338 | 76 | 15 | 2 | 8 | 36 | 61 | 3 | 10 | 3 | 225 | 305 | 354 | 660 | 129 | 250 | 16 | 9 | 297 | 87 | -6 | +1 | -2 | +1 | +8 | 0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB CTX | COL | 49% | 117 | 104 | 25 | 5 | 1 | 3 | 11 | 19 | 1 | 3 | 1 | 238 | 316 | 383 | 699 | 145 | 263 | 16 | 9 | 313 | 87 | -2 | +0 | -1 | +0 | +3 | 0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 25 | MLB MLE | COL | 61% | 321 | 284 | 65 | 13 | 2 | 7 | 31 | 52 | 3 | 8 | 2 | 226 | 306 | 357 | 663 | 131 | 250 | 16 | 10 | 299 | 88 | -4 | +1 | -2 | +1 | +7 | 0.3 |
| 2029 | 26 | MLB MLE | COL | 66% | 349 | 310 | 71 | 14 | 2 | 8 | 33 | 56 | 3 | 8 | 3 | 226 | 306 | 356 | 663 | 131 | 250 | 16 | 9 | 299 | 88 | -5 | +0 | -2 | +1 | +8 | 0.3 |
| 2030 | 27 | MLB MLE | COL | 67% | 350 | 310 | 71 | 14 | 2 | 8 | 34 | 57 | 3 | 8 | 3 | 225 | 306 | 354 | 659 | 129 | 250 | 16 | 10 | 297 | 87 | -5 | +0 | -2 | +1 | +8 | 0.2 |
| 2031 | 28 | MLB MLE | COL | 67% | 346 | 308 | 68 | 13 | 2 | 7 | 33 | 57 | 2 | 7 | 2 | 223 | 304 | 349 | 652 | 126 | 249 | 16 | 10 | 294 | 85 | -6 | +1 | -2 | +1 | +7 | 0.1 |
| 2032 | 29 | MLB MLE | COL | 66% | 333 | 296 | 66 | 13 | 2 | 7 | 32 | 56 | 2 | 5 | 2 | 220 | 301 | 343 | 643 | 122 | 248 | 17 | 10 | 291 | 83 | -7 | +0 | -3 | +1 | +7 | -0.1 |
| 2033 | 30 | MLB MLE | COL | 65% | 321 | 286 | 61 | 12 | 1 | 6 | 30 | 55 | 2 | 4 | 2 | 217 | 297 | 335 | 632 | 117 | 246 | 17 | 9 | 286 | 80 | -8 | +0 | -4 | +1 | +7 | -0.3 |
| 2028 | 25 | MLB CTX | COL | 61% | 195 | 172 | 42 | 8 | 2 | 5 | 19 | 31 | 2 | 5 | 1 | 238 | 317 | 385 | 703 | 147 | 263 | 16 | 10 | 314 | 88 | -3 | +1 | -1 | +1 | +4 | 0.2 |
| 2029 | 26 | MLB CTX | COL | 66% | 231 | 205 | 49 | 9 | 2 | 6 | 22 | 37 | 2 | 6 | 2 | 238 | 317 | 385 | 702 | 147 | 263 | 16 | 10 | 314 | 88 | -3 | +0 | -1 | +1 | +5 | 0.2 |
| 2030 | 27 | MLB CTX | COL | 67% | 234 | 208 | 49 | 9 | 2 | 6 | 22 | 38 | 2 | 5 | 2 | 237 | 316 | 382 | 698 | 145 | 262 | 16 | 9 | 312 | 87 | -4 | +0 | -1 | +1 | +5 | 0.1 |
| 2031 | 28 | MLB CTX | COL | 67% | 233 | 207 | 49 | 9 | 2 | 6 | 22 | 38 | 2 | 5 | 2 | 235 | 314 | 376 | 691 | 142 | 261 | 16 | 9 | 309 | 85 | -4 | +0 | -2 | +1 | +5 | 0.0 |
| 2032 | 29 | MLB CTX | COL | 66% | 220 | 195 | 46 | 9 | 2 | 5 | 21 | 37 | 2 | 3 | 1 | 232 | 311 | 369 | 680 | 137 | 260 | 17 | 10 | 305 | 83 | -4 | +0 | -2 | +1 | +5 | -0.1 |
| 2033 | 30 | MLB CTX | COL | 65% | 210 | 187 | 43 | 8 | 1 | 5 | 20 | 36 | 1 | 2 | 1 | 229 | 307 | 360 | 667 | 131 | 258 | 17 | 10 | 300 | 80 | -5 | +0 | -2 | +1 | +5 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1582 | 1405 | 327 | 65 | 11 | 38 | 148 | 262 | 13 | 28 | 10 | 233 | 312 | 376 | 687 | 143 | 260 | 17 | 9 | 304 | 91 | -31 | +2 | -11 | +10 | +34 | 0.4 | |
| / 162G | — | A+C | — | 650 | 577 | 136 | 27 | 5 | 16 | 61 | 108 | 5 | 12 | 4 | 236 | 314 | 383 | 697 | 147 | 264 | 17 | 9 | 304 | 91 | -13 | +1 | -5 | +4 | +14 | 0.2 | |
| Career | — | MLE | — | 5037 | 4453 | 1055 | 196 | 25 | 114 | 479 | 860 | 48 | 175 | 70 | 237 | 318 | 369 | 687 | 132 | 268 | 17 | 10 | 303 | 91 | -47 | +3 | -17 | +14 | +55 | 0.8 | |
| / 162G | — | MLE | — | 650 | 575 | 136 | 25 | 3 | 15 | 62 | 111 | 6 | 23 | 9 | 237 | 318 | 369 | 686 | 132 | 267 | 17 | 10 | 303 | 91 | -12 | +1 | -4 | +4 | +14 | 0.2 | |
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 AAAAlbuquerque Isotopes · 434 PAwOBA .349 → .310 (−40)K% 11.1% → 13.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.06% | ÷1.000 | ×1.200 | — | — | 13.27% |
| BB% (unintentional) /PA | 14.06% | ÷1.000 | ×0.690 | — | ×1.050 | 10.18% |
| HBP% /PA | 0.23% | — | ×0.940 | — | ×1.050 | 0.23% |
| Singles /BIP | 19.44% | ÷1.000 | ×0.930 | ×1.014 | ×1.050 | 19.24% |
| Doubles /BIP | 6.58% | ÷1.000 | ×0.830 | ×1.014 | ×1.050 | 5.82% |
| Triples /BIP | 0.94% | ÷1.000 | ×0.970 | ×1.014 | ×1.050 | 0.97% |
| Home runs /BIP | 3.45% | ÷1.000 | ×0.700 | — | ×1.050 | 2.53% |
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 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 ×1.014.
Result: wOBA .349 → .310; ISO .163 → .139; BABIP .276 → .264. 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 AAAAlbuquerque Isotopes · 371 PAwOBA .384 → .331 (−52)K% 12.7% → 16.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.67% | ÷0.945 | ×1.200 | — | — | 16.09% |
| BB% (unintentional) /PA | 13.48% | ÷1.019 | ×0.690 | — | ×1.050 | 9.58% |
| HBP% /PA | 1.35% | — | ×0.940 | — | ×1.050 | 1.33% |
| Singles /BIP | 24.34% | ÷1.047 | ×0.930 | ×1.032 | ×1.050 | 23.43% |
| Doubles /BIP | 5.99% | ÷1.029 | ×0.830 | ×1.032 | ×1.050 | 5.24% |
| Triples /BIP | 1.12% | ÷1.028 | ×0.970 | ×1.032 | ×1.050 | 1.15% |
| Home runs /BIP | 4.12% | ÷1.017 | ×0.700 | — | ×1.050 | 2.98% |
Factors used: league row International League. Park (home-season share, regressed): HR 103, 1B 109, 2B 106, 3B 106, K 89, BB 104 — applied at half strength. Age: age 22 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (5.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.032.
Result: wOBA .384 → .331; ISO .175 → .142; BABIP .327 → .306. 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 AAHartford Yard Goats · 455 PAwOBA .319 → .278 (−41)K% 19.3% → 23.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.34% | ÷0.987 | ×1.220 | — | — | 23.92% |
| BB% (unintentional) /PA | 13.63% | ÷1.066 | ×0.700 | — | ×1.050 | 9.39% |
| HBP% /PA | 1.10% | — | ×0.850 | — | ×1.050 | 0.98% |
| Singles /BIP | 20.68% | ÷1.041 | ×0.970 | ×1.008 | ×1.050 | 20.40% |
| Doubles /BIP | 4.07% | ÷1.102 | ×0.860 | ×1.008 | ×1.050 | 3.36% |
| Triples /BIP | 0.34% | ÷0.900 | ×0.950 | ×1.008 | ×1.050 | 0.38% |
| Home runs /BIP | 4.75% | ÷0.916 | ×0.780 | — | ×1.050 | 4.24% |
Factors used: league row EL. Park (home-season share, regressed): HR 83, 1B 108, 2B 120, 3B 80, K 97, BB 113 — 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 ×1.008.
Result: wOBA .319 → .278; ISO .146 → .131; BABIP .261 → .250. 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+Spokane Indians · 259 PAwOBA .388 → .342 (−47)K% 10.0% → 13.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.04% | ÷0.983 | ×1.350 | — | — | 13.78% |
| BB% (unintentional) /PA | 11.97% | ÷1.075 | ×0.710 | — | ×1.042 | 8.24% |
| HBP% /PA | 1.16% | — | ×0.810 | — | ×1.042 | 0.98% |
| Singles /BIP | 20.92% | ÷1.019 | ×0.910 | ×1.049 | ×1.042 | 20.41% |
| Doubles /BIP | 7.14% | ÷1.026 | ×0.830 | ×1.049 | ×1.042 | 6.32% |
| Triples /BIP | 1.53% | ÷0.936 | ×0.820 | ×1.049 | ×1.042 | 1.47% |
| Home runs /BIP | 4.59% | ÷1.047 | ×0.830 | — | ×1.042 | 3.79% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 109, 1B 104, 2B 105, 3B 87, K 97, BB 115 — 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 ×1.049.
Result: wOBA .388 → .342; ISO .212 → .185; BABIP .307 → .290. 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 AAHartford Yard Goats · 41 PAwOBA .225 → .194 (−31)K% 19.5% → 22.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.51% | ÷1.052 | ×1.220 | — | — | 22.62% |
| BB% (unintentional) /PA | 9.76% | ÷1.009 | ×0.700 | — | ×1.050 | 7.10% |
| HBP% /PA | 2.44% | — | ×0.850 | — | ×1.050 | 2.18% |
| Singles /BIP | 14.81% | ÷1.065 | ×0.970 | — | ×1.050 | 14.17% |
| Doubles /BIP | 0.00% | ÷1.000 | ×0.860 | — | ×1.050 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.950 | — | ×1.050 | 0.00% |
| Home runs /BIP | 3.70% | ÷1.040 | ×0.780 | — | ×1.050 | 2.92% |
Factors used: league row EL. Park (home-season share, regressed): HR 108, 1B 113, 2B 100, 3B 80, K 110, BB 102 — 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).
Result: wOBA .225 → .194; ISO .086 → .070; BABIP .148 → .141. 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 Rockies · 22 PAwOBA .524 → .393 (−132)K% 13.6% → 19.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.64% | ÷0.996 | ×1.440 | — | — | 19.71% |
| BB% (unintentional) /PA | 18.18% | ÷0.999 | ×0.620 | — | ×0.995 | 11.23% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.995 | 0.00% |
| Singles /BIP | 26.67% | ÷0.976 | ×0.820 | — | ×0.995 | 22.30% |
| Doubles /BIP | 6.67% | ÷1.006 | ×0.720 | — | ×0.995 | 4.75% |
| Triples /BIP | 0.00% | ÷1.137 | ×0.720 | — | ×0.995 | 0.00% |
| Home runs /BIP | 13.33% | ÷1.031 | ×0.780 | — | ×0.995 | 10.03% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 106, 1B 95, 2B 101, 3B 127, K 99, BB 100 — applied at half strength. Age: age 20 vs a level average of 19.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average).
Result: wOBA .524 → .393; ISO .389 → .294; BABIP .385 → .301. 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 AFresno Grizzlies · 555 PAwOBA .379 → .344 (−35)K% 12.1% → 17.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.07% | ÷0.961 | ×1.360 | — | — | 17.09% |
| BB% (unintentional) /PA | 15.32% | ÷1.011 | ×0.690 | — | ×1.045 | 10.92% |
| HBP% /PA | 1.98% | — | ×0.780 | — | ×1.045 | 1.62% |
| Singles /BIP | 24.08% | ÷0.983 | ×0.920 | ×1.046 | ×1.045 | 24.63% |
| Doubles /BIP | 6.28% | ÷0.974 | ×0.830 | ×1.046 | ×1.045 | 5.85% |
| Triples /BIP | 0.00% | ÷0.937 | ×0.910 | ×1.046 | ×1.045 | 0.00% |
| Home runs /BIP | 3.93% | ÷0.947 | ×0.800 | — | ×1.045 | 3.47% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 97, 2B 95, 3B 87, K 92, 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 ×1.046.
Result: wOBA .379 → .344; ISO .154 → .141; BABIP .312 → .312. 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).
2021 ROKACL Rockies · 200 PAwOBA .369 → .280 (−90)K% 14.5% → 21.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.50% | ÷0.997 | ×1.440 | — | — | 20.95% |
| BB% (unintentional) /PA | 13.50% | ÷1.061 | ×0.620 | — | ×1.022 | 8.06% |
| HBP% /PA | 1.00% | — | ×0.720 | — | ×1.022 | 0.74% |
| Singles /BIP | 25.19% | ÷1.033 | ×0.820 | ×1.002 | ×1.022 | 20.49% |
| Doubles /BIP | 7.41% | ÷1.009 | ×0.720 | ×1.002 | ×1.022 | 5.42% |
| Triples /BIP | 0.74% | ÷1.150 | ×0.720 | ×1.002 | ×1.022 | 0.48% |
| Home runs /BIP | 2.96% | ÷1.029 | ×0.780 | — | ×1.022 | 2.30% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 106, 1B 107, 2B 102, 3B 130, K 99, BB 112 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.002.
Result: wOBA .369 → .280; ISO .146 → .114; BABIP .331 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .