Coco Montes
2B Durham Bulls| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 26 | AAA/INTL2 orgs | 613 | .317/.400/.529 | 24 | 15 | 105 | — | .245/.317/.400 | |
| 2023 | 26 | MLBCOL | 41 | .184/.244/.316 | 1 | 0 | 51 | -0.1 | ||
| 2024 | 27 | AAACOL | 297 | .335/.421/.551 | 9 | 5 | 118 | — | .289/.353/.447 | |
| 2025 | 28 | AAA/INTL2 orgs | 449 | .213/.279/.321 | 8 | 8 | 32 | — | .187/.238/.259 | |
| 2026 | 29 | No MLB games played | ||||||||
| 2027PROJ10% MLB | 30 | MLBTB | 16 | .235/.289/.343 | 0 | 0 | 77 | -0.0 | ||
| 2028PROJ27% MLB | 31 | MLBTB | 69 | .232/.286/.337 | 1 | 1 | 75 | -0.1 | ||
Tools · ContractCON 35 / POW 40
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) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK | Grand Junction Rockies | — | 310 | 267 | 89 | 18 | 3 | 8 | 35 | 69 | 4 | 7 | 6 | 333 | 418 | 513 | 931 | 180 | 418 | 22 | 11 | 407 | 74 | — | — | — | — | — | — |
| 2019 | 22 | A | Asheville Tourists | — | 549 | 500 | 129 | 29 | 3 | 13 | 29 | 122 | 8 | 6 | 11 | 258 | 309 | 406 | 715 | 148 | 311 | 22 | 5 | 312 | 29 | — | — | — | — | — | — |
| 2021 | 24 | AA | Hartford Yard Goats | — | 474 | 431 | 111 | 37 | 3 | 13 | 33 | 120 | 6 | 3 | 4 | 258 | 319 | 448 | 767 | 190 | 325 | 25 | 7 | 336 | 65 | — | — | — | — | — | — |
| 2022 | 25 | AAA | Albuquerque Isotopes | — | 479 | 420 | 115 | 27 | 4 | 20 | 50 | 131 | 7 | 13 | 1 | 274 | 361 | 500 | 861 | 226 | 351 | 27 | 10 | 377 | 75 | — | — | — | — | — | — |
| 2022 | 25 | AA | Hartford Yard Goats | — | 60 | 49 | 12 | 1 | 0 | 0 | 10 | 13 | 1 | 2 | 0 | 245 | 383 | 265 | 649 | 20 | 333 | 22 | 17 | 316 | 61 | — | — | — | — | — | — |
| 2022 | 25 | INTL | Aguilas de Mexicali | — | 138 | 123 | 28 | 4 | 1 | 0 | 9 | 24 | 2 | 2 | 3 | 228 | 291 | 276 | 567 | 49 | 275 | 17 | 7 | 256 | 59 | — | — | — | — | — | — |
| 2023 | 26 | MLB | Colorado Rockies | — | 41 | 38 | 7 | 2 | 0 | 1 | 2 | 12 | 1 | 0 | 0 | 184 | 244 | 316 | 560 | 132 | 240 | 29 | 5 | 254 | 51 | -2 | +0 | -2 | +2 | +1 | -0.1 |
| 2023 | 26 | AAA | Albuquerque Isotopes | — | 507 | 436 | 138 | 26 | 5 | 22 | 59 | 130 | 6 | 11 | 6 | 317 | 405 | 550 | 956 | 234 | 400 | 26 | 12 | 414 | 99 | — | — | — | — | — | — |
| 2023 | 26 | INTL | Aguilas Cibaenas | — | 106 | 97 | 31 | 5 | 0 | 2 | 8 | 18 | 1 | 4 | 2 | 320 | 377 | 433 | 810 | 113 | 377 | 17 | 8 | 364 | 133 | — | — | — | — | — | — |
| 2024 | 27 | AAA | Albuquerque Isotopes | — | 297 | 254 | 85 | 16 | 6 | 9 | 37 | 54 | 1 | 5 | 2 | 335 | 421 | 551 | 972 | 217 | 388 | 18 | 12 | 419 | 118 | — | — | — | — | — | — |
| 2025 | 28 | AAA | Durham Bulls | — | 415 | 375 | 82 | 19 | 0 | 8 | 32 | 123 | 5 | 7 | 2 | 219 | 289 | 333 | 622 | 115 | 300 | 30 | 8 | 281 | 36 | — | — | — | — | — | — |
| 2025 | 28 | INTL | Estrellas Orientales | — | 34 | 33 | 5 | 1 | 0 | 0 | 0 | 9 | 0 | 1 | 0 | 152 | 152 | 182 | 333 | 30 | 208 | 26 | 0 | 144 | -16 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 41 | 38 | 7 | 2 | 0 | 1 | 2 | 12 | 1 | 0 | 0 | 184 | 244 | 316 | 560 | 132 | 240 | 29 | 5 | 254 | 58 | -2 | +0 | -2 | +2 | +1 | -0.1 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK MLE | Grand Junction Rockies | — | 310 | 281 | 65 | 12 | 2 | 6 | 21 | 100 | 4 | 7 | 6 | 231 | 294 | 352 | 646 | 121 | 317 | 32 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Asheville Tourists | — | 549 | 513 | 93 | 18 | 2 | 8 | 16 | 169 | 8 | 6 | 11 | 181 | 218 | 271 | 489 | 90 | 237 | 31 | 3 | 211 | 29 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | Hartford Yard Goats | — | 474 | 442 | 92 | 30 | 3 | 10 | 22 | 143 | 6 | 3 | 4 | 208 | 255 | 357 | 613 | 149 | 276 | 30 | 5 | 264 | 65 | — | — | — | — | — | — |
| 2022 | 25 | AAA MLE | Albuquerque Isotopes | — | 479 | 433 | 89 | 20 | 3 | 13 | 37 | 158 | 7 | 13 | 1 | 206 | 279 | 356 | 634 | 150 | 287 | 33 | 8 | 279 | 75 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Hartford Yard Goats | — | 60 | 52 | 11 | 1 | 0 | 0 | 7 | 16 | 1 | 2 | 0 | 212 | 317 | 231 | 547 | 19 | 306 | 27 | 12 | 259 | 61 | — | — | — | — | — | — |
| 2023 | 26 | MLB MLE | Colorado Rockies | — | 41 | 38 | 7 | 2 | 0 | 1 | 2 | 12 | 1 | 0 | 0 | 184 | 244 | 316 | 560 | 132 | 240 | 29 | 5 | 244 | 51 | -2 | +0 | -2 | +2 | +1 | -0.1 |
| 2023 | 26 | AAA MLE | Albuquerque Isotopes | — | 507 | 453 | 111 | 20 | 4 | 14 | 42 | 165 | 6 | 11 | 6 | 245 | 317 | 400 | 717 | 155 | 341 | 33 | 8 | 314 | 99 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | Albuquerque Isotopes | — | 297 | 266 | 77 | 14 | 5 | 6 | 25 | 66 | 1 | 5 | 2 | 289 | 353 | 447 | 800 | 158 | 345 | 22 | 8 | 342 | 118 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | Durham Bulls | — | 415 | 386 | 72 | 16 | 0 | 4 | 21 | 139 | 5 | 7 | 2 | 187 | 238 | 259 | 497 | 73 | 272 | 33 | 5 | 222 | 36 | — | — | — | — | — | — |
| 2018 | 21 | ROK MLE | Grand Junction Rockies | — | 310 | 281 | 65 | 12 | 2 | 6 | 21 | 100 | 4 | 7 | 6 | 231 | 294 | 352 | 646 | 121 | 330 | 32 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2018 | 21 | ROK RAW | Grand Junction Rockies | — | 310 | 267 | 89 | 18 | 3 | 8 | 35 | 69 | 4 | 7 | 6 | 333 | 418 | 513 | 931 | 180 | 418 | 22 | 11 | 407 | 74 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Asheville Tourists | — | 549 | 513 | 93 | 18 | 2 | 8 | 16 | 169 | 8 | 6 | 11 | 181 | 218 | 271 | 489 | 90 | 247 | 31 | 3 | 211 | 29 | — | — | — | — | — | — |
| 2019 | 22 | A RAW | Asheville Tourists | — | 549 | 500 | 129 | 29 | 3 | 13 | 29 | 122 | 8 | 6 | 11 | 258 | 309 | 406 | 715 | 148 | 311 | 22 | 5 | 312 | 29 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | Hartford Yard Goats | — | 474 | 442 | 92 | 30 | 3 | 10 | 22 | 143 | 6 | 3 | 4 | 208 | 255 | 357 | 613 | 149 | 280 | 30 | 5 | 264 | 65 | — | — | — | — | — | — |
| 2021 | 24 | AA RAW | Hartford Yard Goats | — | 474 | 431 | 111 | 37 | 3 | 13 | 33 | 120 | 6 | 3 | 4 | 258 | 319 | 448 | 767 | 190 | 325 | 25 | 7 | 336 | 65 | — | — | — | — | — | — |
| 2022 | 25 | AAA MLE | 3 teams | — | 677 | 605 | 126 | 26 | 4 | 16 | 56 | 218 | 10 | 17 | 4 | 208 | 286 | 344 | 630 | 136 | 293 | 32 | 8 | 277 | 73 | — | — | — | — | — | — |
| 2022 | 25 | AAA RAW | 3 teams | — | 677 | 592 | 155 | 32 | 5 | 20 | 69 | 168 | 10 | 17 | 4 | 262 | 349 | 434 | 783 | 172 | 330 | 25 | 10 | 347 | 73 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | 3 teams | — | 654 | 588 | 142 | 27 | 5 | 18 | 52 | 211 | 8 | 15 | 8 | 241 | 312 | 396 | 708 | 155 | 340 | 32 | 8 | 309 | 95 | — | — | — | — | — | — |
| 2023 | 26 | AAA RAW | 3 teams | — | 654 | 571 | 176 | 33 | 5 | 25 | 69 | 160 | 8 | 15 | 8 | 308 | 390 | 515 | 905 | 207 | 385 | 24 | 11 | 396 | 95 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | Albuquerque Isotopes | — | 297 | 266 | 77 | 14 | 5 | 6 | 25 | 66 | 1 | 5 | 2 | 289 | 353 | 447 | 800 | 158 | 357 | 22 | 8 | 342 | 118 | — | — | — | — | — | — |
| 2024 | 27 | AAA RAW | Albuquerque Isotopes | — | 297 | 254 | 85 | 16 | 6 | 9 | 37 | 54 | 1 | 5 | 2 | 335 | 421 | 551 | 972 | 217 | 388 | 18 | 12 | 419 | 118 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 449 | 417 | 77 | 17 | 0 | 4 | 23 | 151 | 5 | 8 | 2 | 185 | 236 | 254 | 490 | 70 | 275 | 34 | 5 | 222 | 36 | — | — | — | — | — | — |
| 2025 | 28 | AAA RAW | 2 teams | — | 449 | 408 | 87 | 20 | 0 | 8 | 32 | 132 | 5 | 8 | 2 | 213 | 279 | 321 | 600 | 108 | 292 | 29 | 7 | 271 | 36 | — | — | — | — | — | — |
| 2018 | 21 | ROK MLE | Grand Junction Rockies | — | 310 | 282 | 65 | 12 | 2 | 6 | 21 | 100 | 4 | 7 | 6 | 230 | 294 | 351 | 645 | 121 | 317 | 32 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Asheville Tourists | — | 549 | 520 | 93 | 18 | 2 | 8 | 16 | 169 | 8 | 6 | 11 | 179 | 218 | 267 | 485 | 88 | 237 | 31 | 3 | 211 | 29 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | Hartford Yard Goats | — | 474 | 443 | 92 | 30 | 3 | 10 | 22 | 143 | 6 | 3 | 4 | 208 | 255 | 357 | 612 | 149 | 276 | 30 | 5 | 264 | 65 | — | — | — | — | — | — |
| 2022 | 25 | AAA MLE | 3 teams | — | 677 | 606 | 126 | 26 | 4 | 16 | 56 | 218 | 10 | 17 | 4 | 208 | 286 | 343 | 629 | 135 | 289 | 32 | 8 | 277 | 73 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | 3 teams | — | 654 | 589 | 142 | 27 | 5 | 18 | 52 | 211 | 8 | 15 | 8 | 241 | 312 | 396 | 707 | 154 | 333 | 32 | 8 | 309 | 95 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | Albuquerque Isotopes | — | 297 | 269 | 77 | 14 | 5 | 6 | 25 | 66 | 1 | 5 | 2 | 286 | 353 | 442 | 795 | 156 | 345 | 22 | 8 | 342 | 118 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 449 | 418 | 77 | 17 | 0 | 4 | 23 | 151 | 5 | 8 | 2 | 184 | 236 | 254 | 490 | 69 | 272 | 34 | 5 | 222 | 36 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 27 | AAA MLE | Albuquerque Isotopes | — | 297 | 269 | 77 | 14 | 5 | 6 | 25 | 66 | 1 | 5 | 2 | 286 | 353 | 442 | 795 | 156 | 345 | 22 | 8 | 342 | 118 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 449 | 418 | 77 | 17 | 0 | 4 | 23 | 151 | 5 | 8 | 2 | 184 | 236 | 254 | 490 | 69 | 272 | 34 | 5 | 222 | 36 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB MLE | TB | 10% | 380 | 351 | 82 | 17 | 2 | 6 | 23 | 109 | 3 | 6 | 2 | 233 | 287 | 343 | 630 | 110 | 318 | 29 | 6 | 283 | 77 | -10 | +0 | -1 | +1 | +8 | 0.0 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB CTX | TB | 10% | 16 | 15 | 3 | 1 | 0 | 0 | 1 | 5 | 0 | 0 | 0 | 235 | 289 | 343 | 632 | 108 | 321 | 31 | 6 | 284 | 77 | -0 | +0 | -0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 31 | MLB MLE | TB | 27% | 254 | 235 | 54 | 11 | 1 | 4 | 15 | 73 | 2 | 2 | 1 | 230 | 284 | 336 | 621 | 107 | 313 | 29 | 6 | 279 | 75 | -8 | +0 | -3 | +1 | +6 | -0.5 |
| 2028 | 31 | MLB CTX | TB | 27% | 69 | 64 | 14 | 3 | 0 | 1 | 4 | 20 | 1 | 1 | 0 | 232 | 286 | 337 | 623 | 105 | 317 | 29 | 6 | 280 | 75 | -2 | +0 | -1 | +0 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 110 | 102 | 21 | 5 | 0 | 2 | 6 | 32 | 2 | 1 | 0 | 206 | 264 | 314 | 577 | 108 | 279 | 29 | 5 | 270 | 69 | -4 | +0 | -3 | +3 | +2 | -0.2 | |
| / 162G | — | A+C | — | 650 | 603 | 125 | 30 | 0 | 12 | 35 | 189 | 12 | 6 | 0 | 207 | 265 | 317 | 581 | 109 | 281 | 29 | 5 | 270 | 69 | -24 | +1 | -19 | +15 | +14 | -1.3 | |
| Career | — | MLE | — | 3819 | 3491 | 759 | 162 | 23 | 74 | 239 | 1175 | 45 | 65 | 39 | 217 | 276 | 341 | 617 | 123 | 301 | 31 | 6 | 270 | 69 | -14 | +0 | -6 | +4 | +10 | -0.7 | |
| / 162G | — | MLE | — | 650 | 594 | 130 | 28 | 4 | 13 | 41 | 200 | 8 | 11 | 7 | 219 | 278 | 345 | 624 | 126 | 302 | 31 | 6 | 270 | 69 | -20 | +0 | -9 | +5 | +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.
2025 AAADurham Bulls · 415 PAwOBA .276 → .222 (−55)K% 29.6% → 33.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.64% | ÷1.057 | ×1.200 | — | — | 33.64% |
| BB% (unintentional) /PA | 7.71% | ÷1.030 | ×0.690 | — | ×0.982 | 5.07% |
| HBP% /PA | 1.20% | — | ×0.940 | — | ×0.982 | 1.11% |
| Singles /BIP | 21.83% | ÷0.956 | ×0.930 | ×0.990 | ×0.982 | 20.65% |
| Doubles /BIP | 7.54% | ÷0.940 | ×0.830 | ×0.990 | ×0.982 | 6.47% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×0.990 | ×0.982 | 0.00% |
| Home runs /BIP | 3.17% | ÷1.380 | ×0.700 | — | ×0.982 | 1.58% |
Factors used: league row International League. Park (home-season share, regressed): HR 176, 1B 91, 2B 88, 3B 80, K 111, BB 106 — applied at half strength. Age: age 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.990.
Result: wOBA .276 → .222; ISO .115 → .075; BABIP .300 → .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).
2024 AAAAlbuquerque Isotopes · 297 PAwOBA .415 → .342 (−72)K% 18.2% → 22.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.18% | ÷0.979 | ×1.200 | — | — | 22.29% |
| BB% (unintentional) /PA | 12.46% | ÷1.018 | ×0.690 | — | ×0.992 | 8.38% |
| HBP% /PA | 0.34% | — | ×0.940 | — | ×0.992 | 0.31% |
| Singles /BIP | 27.00% | ÷0.990 | ×0.930 | ×0.999 | ×0.992 | 25.15% |
| Doubles /BIP | 8.00% | ÷0.988 | ×0.830 | ×0.999 | ×0.992 | 6.66% |
| Triples /BIP | 3.00% | ÷1.150 | ×0.970 | ×0.999 | ×0.992 | 2.51% |
| Home runs /BIP | 4.50% | ÷1.096 | ×0.700 | — | ×0.992 | 2.85% |
Factors used: league row International League. Park (home-season share, regressed): HR 119, 1B 98, 2B 98, 3B 130, K 96, BB 104 — applied at half strength. Age: age 28 vs a level average of 27.2 → −0.8% on BB/HBP/hit rates (0.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.999.
Result: wOBA .415 → .342; ISO .217 → .163; BABIP .388 → .345. 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 AAAAlbuquerque Isotopes · 507 PAwOBA .407 → .314 (−94)K% 25.6% → 32.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.64% | ÷0.947 | ×1.200 | — | — | 32.49% |
| BB% (unintentional) /PA | 11.64% | ÷0.984 | ×0.690 | — | ×1.003 | 8.18% |
| HBP% /PA | 1.18% | — | ×0.940 | — | ×1.003 | 1.12% |
| Singles /BIP | 27.78% | ÷1.018 | ×0.930 | ×0.979 | ×1.003 | 24.90% |
| Doubles /BIP | 8.50% | ÷1.002 | ×0.830 | ×0.979 | ×1.003 | 6.91% |
| Triples /BIP | 1.63% | ÷1.150 | ×0.970 | ×0.979 | ×1.003 | 1.35% |
| Home runs /BIP | 7.19% | ÷1.062 | ×0.700 | — | ×1.003 | 4.75% |
Factors used: league row International League. Park (home-season share, regressed): HR 112, 1B 104, 2B 100, 3B 130, K 89, BB 97 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.979.
Result: wOBA .407 → .314; ISO .234 → .162; BABIP .400 → .341. 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 AAAAlbuquerque Isotopes · 479 PAwOBA .369 → .279 (−90)K% 27.3% → 33.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.35% | ÷0.995 | ×1.200 | — | — | 32.97% |
| BB% (unintentional) /PA | 10.44% | ÷0.945 | ×0.690 | — | ×1.018 | 7.76% |
| HBP% /PA | 1.46% | — | ×0.940 | — | ×1.018 | 1.40% |
| Singles /BIP | 22.15% | ÷1.047 | ×0.930 | ×0.957 | ×1.018 | 19.16% |
| Doubles /BIP | 9.34% | ÷1.038 | ×0.830 | ×0.957 | ×1.018 | 7.27% |
| Triples /BIP | 1.38% | ÷1.150 | ×0.970 | ×0.957 | ×1.018 | 1.14% |
| Home runs /BIP | 6.92% | ÷1.061 | ×0.700 | — | ×1.018 | 4.65% |
Factors used: league row International League. Park (home-season share, regressed): HR 112, 1B 109, 2B 108, 3B 130, K 99, BB 89 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.957.
Result: wOBA .369 → .279; ISO .226 → .155; BABIP .351 → .287. 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 AAHartford Yard Goats · 60 PAwOBA .309 → .259 (−51)K% 21.7% → 26.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.67% | ÷1.006 | ×1.220 | — | — | 26.29% |
| BB% (unintentional) /PA | 16.67% | ÷1.002 | ×0.700 | — | ×0.988 | 11.51% |
| HBP% /PA | 1.67% | — | ×0.850 | — | ×0.988 | 1.40% |
| Singles /BIP | 30.56% | ÷1.032 | ×0.970 | — | ×0.988 | 28.36% |
| Doubles /BIP | 2.78% | ÷1.035 | ×0.860 | — | ×0.988 | 2.28% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.950 | — | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.992 | ×0.780 | — | ×0.988 | 0.00% |
Factors used: league row EL. Park (home-season share, regressed): HR 98, 1B 106, 2B 107, 3B 130, K 101, BB 100 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average).
Result: wOBA .309 → .259; ISO .020 → .017; BABIP .333 → .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).
2021 AAHartford Yard Goats · 474 PAwOBA .330 → .264 (−66)K% 25.3% → 30.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.32% | ÷1.022 | ×1.220 | — | — | 30.23% |
| BB% (unintentional) /PA | 6.96% | ÷1.020 | ×0.690 | — | ×0.998 | 4.70% |
| HBP% /PA | 1.27% | — | ×0.850 | — | ×0.998 | 1.07% |
| Singles /BIP | 18.65% | ÷1.047 | ×0.940 | ×0.969 | ×0.998 | 16.20% |
| Doubles /BIP | 11.90% | ÷1.010 | ×0.870 | ×0.969 | ×0.998 | 9.92% |
| Triples /BIP | 0.96% | ÷0.956 | ×0.920 | ×0.969 | ×0.998 | 0.90% |
| Home runs /BIP | 4.18% | ÷0.990 | ×0.780 | — | ×0.998 | 3.29% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 98, 1B 109, 2B 102, 3B 91, K 104, BB 104 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.969.
Result: wOBA .330 → .264; ISO .190 → .152; BABIP .325 → .276. 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).
2019 AAsheville Tourists · 549 PAwOBA .308 → .211 (−97)K% 22.2% → 30.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.22% | ÷0.968 | ×1.340 | — | — | 30.75% |
| BB% (unintentional) /PA | 5.28% | ÷1.148 | ×0.660 | — | ×0.990 | 3.01% |
| HBP% /PA | 1.46% | — | ×0.770 | — | ×0.990 | 1.11% |
| Singles /BIP | 22.22% | ÷1.063 | ×0.920 | ×0.950 | ×0.990 | 18.09% |
| Doubles /BIP | 7.67% | ÷1.188 | ×0.820 | ×0.950 | ×0.990 | 4.98% |
| Triples /BIP | 0.79% | ÷1.150 | ×0.940 | ×0.950 | ×0.990 | 0.61% |
| Home runs /BIP | 3.44% | ÷1.249 | ×0.820 | — | ×0.990 | 2.24% |
Factors used: league row SAL. Park (home-season share, regressed): HR 150, 1B 113, 2B 138, 3B 130, K 94, BB 130 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .308 → .211; ISO .148 → .092; BABIP .311 → .237. 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).
2018 ROKGrand Junction Rockies · 310 PAwOBA .402 → .277 (−125)K% 22.3% → 32.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.26% | ÷1.000 | ×1.440 | — | — | 32.05% |
| BB% (unintentional) /PA | 11.29% | ÷1.000 | ×0.610 | — | ×0.975 | 6.71% |
| HBP% /PA | 1.29% | — | ×0.720 | — | ×0.975 | 0.91% |
| Singles /BIP | 30.30% | ÷1.000 | ×0.820 | ×0.992 | ×0.975 | 24.04% |
| Doubles /BIP | 9.09% | ÷1.000 | ×0.720 | ×0.992 | ×0.975 | 6.33% |
| Triples /BIP | 1.52% | ÷1.000 | ×0.720 | ×0.992 | ×0.975 | 1.06% |
| Home runs /BIP | 4.04% | ÷1.000 | ×0.750 | — | ×0.975 | 2.95% |
Factors used: league row PIO. 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 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.992.
Result: wOBA .402 → .277; ISO .180 → .121; BABIP .418 → .317. 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 — .