Cristian Hernández
SS Pensacola Blue Wahoos| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 20 | A+/ACHC | 513 | .261/.375/.381 | 5 | 44 | 74 | — | .219/.303/.313 |
| 2025 | 21 | A+CHC | 507 | .252/.331/.365 | 7 | 52 | 60 | — | .216/.275/.302 |
| 2026 | 22 | AAMIA | 488 | .253/.338/.412 | 13 | 35 | 74 | — | .220/.282/.345 |
| 2027PROJMLE | 23 | MLBMIA | 4 | .205/.269/.306 | 0 | 0 | 68 | -0.0 | |
| 2028PROJ23% MLB | 24 | MLBMIA | 107 | .210/.275/.322 | 2 | 3 | 74 | 0.1 | |
| 2029PROJ35% MLB | 25 | MLBMIA | 176 | .213/.279/.332 | 4 | 4 | 79 | 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 | 17 | ROK | DSL Cubs Blue | — | 191 | 158 | 45 | 5 | 1 | 5 | 30 | 39 | 1 | 21 | 3 | 285 | 402 | 424 | 826 | 139 | 345 | 20 | 16 | 371 | 47 | — | — | — | — | — | — |
| 2022 | 18 | ROK | ACL Cubs | — | 175 | 157 | 41 | 4 | 1 | 3 | 13 | 53 | 2 | 6 | 3 | 261 | 326 | 357 | 682 | 96 | 365 | 30 | 7 | 305 | 22 | — | — | — | — | — | — |
| 2023 | 19 | A | Myrtle Beach Pelicans | — | 431 | 385 | 86 | 12 | 3 | 4 | 39 | 118 | 5 | 27 | 5 | 223 | 303 | 301 | 604 | 78 | 309 | 27 | 9 | 279 | 32 | — | — | — | — | — | — |
| 2024 | 20 | A+ | South Bend Cubs | — | 99 | 83 | 19 | 2 | 1 | 0 | 15 | 19 | 0 | 7 | 3 | 229 | 347 | 277 | 624 | 48 | 292 | 19 | 15 | 294 | 55 | — | — | — | — | — | — |
| 2024 | 20 | A | Myrtle Beach Pelicans | — | 414 | 350 | 94 | 25 | 4 | 5 | 60 | 95 | 4 | 37 | 5 | 269 | 382 | 406 | 787 | 137 | 356 | 23 | 14 | 358 | 78 | — | — | — | — | — | — |
| 2025 | 21 | A+ | South Bend Cubs | — | 507 | 444 | 112 | 25 | 2 | 7 | 53 | 105 | 1 | 52 | 9 | 252 | 331 | 365 | 696 | 113 | 311 | 21 | 10 | 312 | 60 | — | — | — | — | — | — |
| 2026 | 22 | AA | Pensacola Blue Wahoos | — | 488 | 430 | 109 | 29 | 0 | 13 | 53 | 122 | 2 | 35 | 9 | 253 | 338 | 412 | 750 | 158 | 323 | 25 | 11 | 335 | 74 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 17 | ROK MLE | DSL Cubs Blue | — | 191 | 168 | 31 | 3 | 1 | 2 | 20 | 48 | 1 | 21 | 3 | 185 | 275 | 250 | 525 | 65 | 235 | 25 | 10 | 237 | 47 | — | — | — | — | — | — |
| 2022 | 18 | ROK MLE | ACL Cubs | — | 175 | 162 | 28 | 2 | 1 | 2 | 8 | 78 | 2 | 6 | 3 | 173 | 221 | 235 | 455 | 62 | 291 | 45 | 5 | 201 | 22 | — | — | — | — | — | — |
| 2023 | 19 | A MLE | Myrtle Beach Pelicans | — | 431 | 396 | 70 | 10 | 2 | 3 | 28 | 159 | 5 | 27 | 5 | 177 | 240 | 235 | 475 | 58 | 281 | 37 | 6 | 216 | 32 | — | — | — | — | — | — |
| 2024 | 20 | A+ MLE | South Bend Cubs | — | 99 | 87 | 18 | 2 | 1 | 0 | 11 | 24 | 0 | 7 | 3 | 207 | 296 | 253 | 549 | 46 | 274 | 24 | 11 | 249 | 55 | — | — | — | — | — | — |
| 2024 | 20 | A MLE | Myrtle Beach Pelicans | — | 414 | 370 | 82 | 21 | 3 | 4 | 40 | 131 | 4 | 37 | 5 | 222 | 304 | 327 | 631 | 105 | 331 | 32 | 10 | 283 | 78 | — | — | — | — | — | — |
| 2025 | 21 | A+ MLE | South Bend Cubs | — | 507 | 463 | 100 | 21 | 2 | 5 | 37 | 127 | 1 | 52 | 9 | 216 | 275 | 302 | 578 | 86 | 276 | 25 | 7 | 257 | 60 | — | — | — | — | — | — |
| 2026 | 22 | AA MLE | Pensacola Blue Wahoos | — | 488 | 446 | 98 | 26 | 0 | 10 | 37 | 149 | 2 | 35 | 9 | 220 | 282 | 345 | 628 | 126 | 303 | 31 | 8 | 278 | 74 | — | — | — | — | — | — |
| 2021 | 17 | ROK MLE | DSL Cubs Blue | — | 191 | 168 | 31 | 3 | 1 | 2 | 20 | 48 | 1 | 21 | 3 | 185 | 275 | 250 | 525 | 65 | 242 | 25 | 10 | 237 | 47 | — | — | — | — | — | — |
| 2021 | 17 | ROK RAW | DSL Cubs Blue | — | 191 | 158 | 45 | 5 | 1 | 5 | 30 | 39 | 1 | 21 | 3 | 285 | 402 | 424 | 826 | 139 | 345 | 20 | 16 | 371 | 47 | — | — | — | — | — | — |
| 2022 | 18 | ROK MLE | ACL Cubs | — | 175 | 162 | 28 | 2 | 1 | 2 | 8 | 78 | 2 | 6 | 3 | 173 | 221 | 235 | 455 | 62 | 306 | 45 | 5 | 201 | 22 | — | — | — | — | — | — |
| 2022 | 18 | ROK RAW | ACL Cubs | — | 175 | 157 | 41 | 4 | 1 | 3 | 13 | 53 | 2 | 6 | 3 | 261 | 326 | 357 | 682 | 96 | 365 | 30 | 7 | 305 | 22 | — | — | — | — | — | — |
| 2023 | 19 | A MLE | Myrtle Beach Pelicans | — | 431 | 396 | 70 | 10 | 2 | 3 | 28 | 159 | 5 | 27 | 5 | 177 | 240 | 235 | 475 | 58 | 284 | 37 | 6 | 216 | 32 | — | — | — | — | — | — |
| 2023 | 19 | A RAW | Myrtle Beach Pelicans | — | 431 | 385 | 86 | 12 | 3 | 4 | 39 | 118 | 5 | 27 | 5 | 223 | 303 | 301 | 604 | 78 | 309 | 27 | 9 | 279 | 32 | — | — | — | — | — | — |
| 2024 | 20 | A MLE | 2 teams | — | 513 | 457 | 99 | 22 | 4 | 4 | 51 | 155 | 4 | 44 | 8 | 217 | 301 | 309 | 609 | 92 | 318 | 30 | 10 | 276 | 73 | — | — | — | — | — | — |
| 2024 | 20 | A RAW | 2 teams | — | 513 | 433 | 113 | 27 | 5 | 5 | 75 | 114 | 4 | 44 | 8 | 261 | 375 | 381 | 756 | 120 | 343 | 22 | 15 | 345 | 73 | — | — | — | — | — | — |
| 2025 | 21 | A+ MLE | South Bend Cubs | — | 507 | 463 | 100 | 21 | 2 | 5 | 37 | 127 | 1 | 52 | 9 | 216 | 275 | 302 | 578 | 86 | 282 | 25 | 7 | 257 | 60 | — | — | — | — | — | — |
| 2025 | 21 | A+ RAW | South Bend Cubs | — | 507 | 444 | 112 | 25 | 2 | 7 | 53 | 105 | 1 | 52 | 9 | 252 | 331 | 365 | 696 | 113 | 311 | 21 | 10 | 312 | 60 | — | — | — | — | — | — |
| 2026 | 22 | AA MLE | Pensacola Blue Wahoos | — | 488 | 446 | 98 | 26 | 0 | 10 | 37 | 149 | 2 | 35 | 9 | 220 | 282 | 345 | 628 | 126 | 304 | 31 | 8 | 278 | 74 | — | — | — | — | — | — |
| 2026 | 22 | AA RAW | Pensacola Blue Wahoos | — | 488 | 430 | 109 | 29 | 0 | 13 | 53 | 122 | 2 | 35 | 9 | 253 | 338 | 412 | 750 | 158 | 323 | 25 | 11 | 335 | 74 | — | — | — | — | — | — |
| 2021 | 17 | ROK MLE | DSL Cubs Blue | — | 191 | 168 | 31 | 3 | 1 | 2 | 20 | 48 | 1 | 21 | 3 | 185 | 275 | 250 | 525 | 65 | 235 | 25 | 10 | 237 | 47 | — | — | — | — | — | — |
| 2022 | 18 | ROK MLE | ACL Cubs | — | 175 | 163 | 28 | 2 | 1 | 2 | 8 | 78 | 2 | 6 | 3 | 172 | 221 | 233 | 454 | 61 | 291 | 45 | 5 | 201 | 22 | — | — | — | — | — | — |
| 2023 | 19 | A MLE | Myrtle Beach Pelicans | — | 431 | 395 | 70 | 10 | 2 | 3 | 28 | 159 | 5 | 27 | 5 | 177 | 240 | 235 | 476 | 58 | 281 | 37 | 6 | 216 | 32 | — | — | — | — | — | — |
| 2024 | 20 | A MLE | 2 teams | — | 513 | 453 | 99 | 22 | 4 | 4 | 51 | 155 | 4 | 44 | 8 | 219 | 301 | 311 | 612 | 93 | 320 | 30 | 10 | 276 | 73 | — | — | — | — | — | — |
| 2025 | 21 | A+ MLE | South Bend Cubs | — | 507 | 464 | 100 | 21 | 2 | 5 | 37 | 127 | 1 | 52 | 9 | 216 | 275 | 302 | 577 | 86 | 276 | 25 | 7 | 257 | 60 | — | — | — | — | — | — |
| 2026 | 22 | AA MLE | Pensacola Blue Wahoos | — | 488 | 446 | 98 | 26 | 0 | 10 | 37 | 149 | 2 | 35 | 9 | 220 | 282 | 345 | 628 | 126 | 303 | 31 | 8 | 278 | 74 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 20 | A MLE | 2 teams | — | 513 | 453 | 99 | 22 | 4 | 4 | 51 | 155 | 4 | 44 | 8 | 219 | 301 | 311 | 612 | 93 | 320 | 30 | 10 | 276 | 73 | — | — | — | — | — | — |
| 2025 | 21 | A+ MLE | South Bend Cubs | — | 507 | 464 | 100 | 21 | 2 | 5 | 37 | 127 | 1 | 52 | 9 | 216 | 275 | 302 | 577 | 86 | 276 | 25 | 7 | 257 | 60 | — | — | — | — | — | — |
| 2026 | 22 | AA MLE | Pensacola Blue Wahoos | — | 488 | 446 | 98 | 26 | 0 | 10 | 37 | 149 | 2 | 35 | 9 | 220 | 282 | 345 | 628 | 126 | 303 | 31 | 8 | 278 | 74 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 23 | MLB MLE | MIA | 2% | 598 | 545 | 117 | 27 | 2 | 10 | 46 | 159 | 2 | 19 | 4 | 212 | 276 | 320 | 596 | 108 | 278 | 27 | 8 | 269 | 68 | -23 | +2 | +2 | +6 | +13 | 0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 23 | MLB CTX | MIA | 2% | 4 | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 205 | 269 | 306 | 575 | 101 | 269 | 25 | 0 | 260 | 68 | -0 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 24 | MLB MLE | MIA | 23% | 465 | 424 | 92 | 21 | 1 | 9 | 36 | 122 | 2 | 11 | 2 | 217 | 282 | 337 | 619 | 120 | 280 | 26 | 8 | 278 | 74 | -14 | +1 | +1 | +5 | +10 | 0.4 |
| 2029 | 25 | MLB MLE | MIA | 35% | 500 | 455 | 99 | 22 | 1 | 11 | 39 | 130 | 2 | 10 | 2 | 220 | 286 | 348 | 634 | 127 | 281 | 26 | 8 | 284 | 79 | -13 | +1 | +2 | +5 | +11 | 0.6 |
| 2030 | 26 | MLB MLE | MIA | 42% | 521 | 472 | 105 | 23 | 2 | 12 | 42 | 134 | 2 | 10 | 2 | 222 | 289 | 354 | 643 | 132 | 282 | 26 | 8 | 288 | 81 | -12 | +1 | +2 | +6 | +11 | 0.8 |
| 2031 | 27 | MLB MLE | MIA | 45% | 528 | 478 | 106 | 23 | 2 | 12 | 42 | 136 | 3 | 10 | 2 | 223 | 289 | 354 | 643 | 132 | 282 | 26 | 8 | 288 | 81 | -12 | +1 | +2 | +6 | +11 | 0.8 |
| 2032 | 28 | MLB MLE | MIA | 47% | 527 | 477 | 106 | 23 | 2 | 12 | 42 | 136 | 3 | 10 | 2 | 222 | 289 | 353 | 642 | 131 | 281 | 26 | 8 | 287 | 81 | -12 | +1 | +1 | +6 | +11 | 0.7 |
| 2033 | 29 | MLB MLE | MIA | 46% | 518 | 470 | 103 | 23 | 1 | 11 | 41 | 135 | 2 | 9 | 3 | 220 | 286 | 347 | 633 | 127 | 280 | 26 | 8 | 284 | 78 | -13 | +1 | +0 | +6 | +11 | 0.4 |
| 2034 | 30 | MLB MLE | MIA | 46% | 507 | 460 | 100 | 22 | 1 | 11 | 40 | 134 | 2 | 9 | 3 | 217 | 283 | 340 | 622 | 123 | 279 | 26 | 8 | 280 | 75 | -15 | +1 | -0 | +5 | +11 | 0.2 |
| 2028 | 24 | MLB CTX | MIA | 23% | 107 | 98 | 20 | 4 | 0 | 2 | 8 | 28 | 0 | 3 | 1 | 210 | 275 | 322 | 597 | 112 | 270 | 26 | 7 | 269 | 74 | -3 | +0 | +0 | +1 | +2 | 0.1 |
| 2029 | 25 | MLB CTX | MIA | 35% | 176 | 159 | 34 | 7 | 0 | 4 | 14 | 46 | 1 | 4 | 1 | 213 | 279 | 332 | 611 | 119 | 271 | 26 | 8 | 275 | 79 | -5 | +0 | +1 | +2 | +4 | 0.2 |
| 2030 | 26 | MLB CTX | MIA | 42% | 219 | 199 | 43 | 9 | 1 | 5 | 17 | 56 | 1 | 4 | 1 | 215 | 281 | 338 | 619 | 123 | 272 | 26 | 8 | 278 | 81 | -5 | +0 | +1 | +2 | +5 | 0.3 |
| 2031 | 27 | MLB CTX | MIA | 45% | 237 | 215 | 47 | 10 | 1 | 5 | 19 | 61 | 1 | 5 | 1 | 215 | 282 | 338 | 620 | 123 | 272 | 26 | 8 | 279 | 81 | -5 | +1 | +1 | +3 | +5 | 0.4 |
| 2032 | 28 | MLB CTX | MIA | 47% | 245 | 222 | 48 | 10 | 1 | 5 | 20 | 63 | 1 | 5 | 1 | 214 | 282 | 337 | 618 | 122 | 272 | 26 | 8 | 278 | 81 | -6 | +1 | +0 | +3 | +5 | 0.3 |
| 2033 | 29 | MLB CTX | MIA | 46% | 240 | 218 | 47 | 10 | 1 | 5 | 19 | 62 | 1 | 4 | 1 | 212 | 279 | 331 | 610 | 119 | 271 | 26 | 8 | 275 | 78 | -6 | +0 | +0 | +3 | +5 | 0.2 |
| 2034 | 30 | MLB CTX | MIA | 46% | 235 | 213 | 45 | 9 | 1 | 5 | 19 | 62 | 1 | 4 | 1 | 210 | 276 | 324 | 600 | 115 | 269 | 26 | 8 | 271 | 75 | -7 | +0 | -0 | +3 | +5 | 0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1459 | 1324 | 284 | 59 | 5 | 31 | 116 | 378 | 6 | 29 | 7 | 215 | 281 | 337 | 618 | 122 | 274 | 26 | 8 | 276 | 70 | -37 | +3 | +3 | +16 | +32 | 1.7 | |
| / 162G | — | A+C | — | 650 | 590 | 126 | 26 | 2 | 14 | 52 | 168 | 3 | 13 | 3 | 214 | 281 | 336 | 617 | 122 | 273 | 26 | 8 | 276 | 70 | -16 | +1 | +1 | +7 | +14 | 0.7 | |
| Career | — | MLE | — | 6081 | 5519 | 1177 | 250 | 21 | 107 | 479 | 1699 | 32 | 261 | 54 | 213 | 280 | 324 | 604 | 111 | 285 | 28 | 8 | 272 | 70 | -99 | +8 | +8 | +40 | +82 | 4.0 | |
| / 162G | — | MLE | — | 650 | 590 | 125 | 27 | 2 | 11 | 51 | 182 | 3 | 28 | 6 | 212 | 278 | 320 | 598 | 108 | 284 | 28 | 8 | 272 | 70 | -17 | +1 | +1 | +7 | +14 | 0.7 | |
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 AAPensacola Blue Wahoos · 488 PAwOBA .327 → .278 (−50)K% 25.0% → 30.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷1.000 | ×1.220 | — | — | 30.50% |
| BB% (unintentional) /PA | 10.86% | ÷1.000 | ×0.680 | — | ×1.027 | 7.58% |
| HBP% /PA | 0.41% | — | ×0.840 | — | ×1.027 | 0.35% |
| Singles /BIP | 21.75% | ÷1.000 | ×0.920 | ×1.002 | ×1.027 | 20.59% |
| Doubles /BIP | 9.42% | ÷1.000 | ×0.910 | ×1.002 | ×1.027 | 8.82% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.880 | ×1.002 | ×1.027 | 0.00% |
| Home runs /BIP | 4.22% | ÷1.000 | ×0.800 | — | ×1.027 | 3.47% |
Factors used: league row SL. 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 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 ×1.002.
Result: wOBA .327 → .278; ISO .158 → .134; BABIP .323 → .303. 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+South Bend Cubs · 507 PAwOBA .308 → .257 (−51)K% 20.7% → 25.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.71% | ÷1.051 | ×1.270 | — | — | 25.02% |
| BB% (unintentional) /PA | 10.45% | ÷1.042 | ×0.710 | — | ×1.012 | 7.21% |
| HBP% /PA | 0.20% | — | ×0.790 | — | ×1.012 | 0.16% |
| Singles /BIP | 23.01% | ÷1.021 | ×0.920 | ×1.003 | ×1.012 | 21.04% |
| Doubles /BIP | 7.37% | ÷1.000 | ×0.810 | ×1.003 | ×1.012 | 6.07% |
| Triples /BIP | 0.59% | ÷0.900 | ×0.850 | ×1.003 | ×1.012 | 0.57% |
| Home runs /BIP | 2.06% | ÷1.106 | ×0.800 | — | ×1.012 | 1.51% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 121, 1B 104, 2B 100, 3B 80, K 110, BB 108 — 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 ×1.003.
Result: wOBA .308 → .257; ISO .113 → .091; BABIP .311 → .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).
2024 AMyrtle Beach Pelicans · 414 PAwOBA .347 → .283 (−64)K% 22.9% → 31.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.95% | ÷0.985 | ×1.360 | — | — | 31.68% |
| BB% (unintentional) /PA | 14.01% | ÷1.007 | ×0.690 | — | ×1.015 | 9.75% |
| HBP% /PA | 0.97% | — | ×0.780 | — | ×1.015 | 0.76% |
| Singles /BIP | 23.53% | ÷0.997 | ×0.920 | ×1.027 | ×1.015 | 22.62% |
| Doubles /BIP | 9.80% | ÷0.986 | ×0.830 | ×1.027 | ×1.015 | 8.60% |
| Triples /BIP | 1.57% | ÷1.150 | ×0.910 | ×1.027 | ×1.015 | 1.29% |
| Home runs /BIP | 1.96% | ÷0.908 | ×0.800 | — | ×1.015 | 1.75% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 82, 1B 99, 2B 97, 3B 130, K 97, BB 101 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .347 → .283; ISO .137 → .112; BABIP .356 → .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+South Bend Cubs · 99 PAwOBA .291 → .249 (−42)K% 19.2% → 24.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.19% | ÷1.005 | ×1.270 | — | — | 24.25% |
| BB% (unintentional) /PA | 15.15% | ÷1.021 | ×0.710 | — | ×1.027 | 10.82% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×1.027 | 0.00% |
| Singles /BIP | 25.00% | ÷1.009 | ×0.920 | ×1.018 | ×1.027 | 23.84% |
| Doubles /BIP | 3.12% | ÷1.034 | ×0.810 | ×1.018 | ×1.027 | 2.56% |
| Triples /BIP | 1.56% | ÷0.979 | ×0.850 | ×1.018 | ×1.027 | 1.42% |
| Home runs /BIP | 0.00% | ÷0.909 | ×0.800 | — | ×1.027 | 0.00% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 82, 1B 102, 2B 107, 3B 96, K 101, BB 104 — 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 ×1.018.
Result: wOBA .291 → .249; ISO .048 → .042; BABIP .292 → .274. 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 AMyrtle Beach Pelicans · 431 PAwOBA .273 → .216 (−57)K% 27.4% → 36.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.38% | ÷1.011 | ×1.360 | — | — | 36.84% |
| BB% (unintentional) /PA | 9.05% | ÷0.967 | ×0.690 | — | ×1.030 | 6.65% |
| HBP% /PA | 1.16% | — | ×0.780 | — | ×1.030 | 0.93% |
| Singles /BIP | 25.09% | ÷1.046 | ×0.920 | ×1.013 | ×1.030 | 23.03% |
| Doubles /BIP | 4.49% | ÷0.975 | ×0.830 | ×1.013 | ×1.030 | 3.99% |
| Triples /BIP | 1.12% | ÷1.150 | ×0.910 | ×1.013 | ×1.030 | 0.93% |
| Home runs /BIP | 1.50% | ÷0.957 | ×0.800 | — | ×1.030 | 1.29% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 91, 1B 109, 2B 95, 3B 130, K 102, BB 93 — 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 ×1.013.
Result: wOBA .273 → .216; ISO .078 → .060; BABIP .309 → .281. 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 Cubs · 175 PAwOBA .302 → .201 (−101)K% 30.3% → 44.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.29% | ÷0.981 | ×1.440 | — | — | 44.44% |
| BB% (unintentional) /PA | 7.43% | ÷1.083 | ×0.620 | — | ×1.008 | 4.28% |
| HBP% /PA | 1.14% | — | ×0.720 | — | ×1.008 | 0.83% |
| Singles /BIP | 31.73% | ÷0.993 | ×0.820 | ×0.984 | ×1.008 | 25.96% |
| Doubles /BIP | 3.85% | ÷0.970 | ×0.720 | ×0.984 | ×1.008 | 2.83% |
| Triples /BIP | 0.96% | ÷1.054 | ×0.720 | ×0.984 | ×1.008 | 0.65% |
| Home runs /BIP | 2.88% | ÷0.963 | ×0.780 | — | ×1.008 | 2.35% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 93, 1B 99, 2B 94, 3B 111, K 96, BB 117 — applied at half strength. Age: age 19 vs a level average of 19.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.984.
Result: wOBA .302 → .201; ISO .096 → .063; BABIP .365 → .291. 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 DSLDSL Cubs Blue · 191 PAwOBA .364 → .237 (−127)K% 20.4% → 25.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.42% | ÷0.997 | ×1.220 | — | — | 24.98% |
| BB% (unintentional) /PA | 15.18% | ÷1.015 | ×0.700 | — | ×1.008 | 10.55% |
| HBP% /PA | 0.52% | — | ×0.700 | — | ×1.008 | 0.37% |
| Singles /BIP | 28.57% | ÷0.993 | ×0.680 | ×1.042 | ×1.008 | 20.55% |
| Doubles /BIP | 4.20% | ÷1.093 | ×0.600 | ×1.042 | ×1.008 | 2.42% |
| Triples /BIP | 0.84% | ÷0.939 | ×0.600 | ×1.042 | ×1.008 | 0.56% |
| Home runs /BIP | 4.20% | ÷1.528 | ×0.470 | — | ×1.008 | 1.30% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 206, 1B 99, 2B 119, 3B 88, K 99, BB 103 — applied at half strength. Age: age 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.042.
Result: wOBA .364 → .237; ISO .139 → .058; BABIP .345 → .235. 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).