CJ Alexander
1B Sugar Land Space Cowboys| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 28 | AAAOAK | 411 | .302/.361/.559 | 19 | 2 | 89 | — | .237/.285/.414 |
| 2025 | 29 | AAALAD | 466 | .254/.336/.448 | 15 | 7 | 65 | — | .208/.261/.349 |
| 2025 | 29 | MLBOAK | 17 | .176/.176/.176 | 0 | 0 | -7 | -1.1 | |
| 2026 | 30 | AAAHOU | 373 | .250/.339/.512 | 21 | 2 | 64 | — | .187/.250/.362 |
| 2027PROJ10% MLB | 31 | MLBHOU | 16 | .225/.281/.389 | 0 | 0 | 85 | -0.0 | |
| 2028PROJ27% MLB | 32 | MLBHOU | 68 | .220/.276/.376 | 2 | 0 | 80 | -0.2 |
Tools · ContractCON 45 / POW 55
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 | 22 | A+ | Florida Fire Frogs | — | 88 | 80 | 26 | 5 | 1 | 1 | 8 | 17 | 0 | 3 | 1 | 325 | 386 | 450 | 836 | 125 | 403 | 19 | 9 | 374 | 93 | — | — | — | — | — | — |
| 2018 | 22 | ROK | Danville Braves | — | 138 | 116 | 43 | 3 | 6 | 1 | 19 | 25 | 1 | 1 | 1 | 371 | 463 | 526 | 989 | 155 | 457 | 18 | 14 | 431 | 95 | — | — | — | — | — | — |
| 2019 | 23 | AA | Mississippi Braves | — | 78 | 68 | 7 | 1 | 0 | 2 | 8 | 25 | 0 | 0 | 0 | 103 | 195 | 206 | 401 | 103 | 119 | 32 | 10 | 188 | -12 | — | — | — | — | — | — |
| 2019 | 23 | A+ | Florida Fire Frogs | — | 74 | 60 | 8 | 1 | 0 | 0 | 14 | 18 | 0 | 3 | 1 | 133 | 297 | 150 | 447 | 17 | 190 | 24 | 19 | 235 | 5 | — | — | — | — | — | — |
| 2021 | 25 | AA | Mississippi Braves | — | 330 | 304 | 60 | 17 | 4 | 10 | 24 | 105 | 1 | 14 | 1 | 197 | 258 | 378 | 637 | 181 | 263 | 32 | 7 | 281 | 32 | — | — | — | — | — | — |
| 2022 | 26 | AA | Northwest Arkansas Naturals | — | 490 | 455 | 120 | 18 | 2 | 25 | 26 | 111 | 2 | 19 | 4 | 264 | 306 | 477 | 783 | 213 | 291 | 23 | 5 | 338 | 70 | — | — | — | — | — | — |
| 2023 | 27 | AAA | Omaha Storm Chasers | — | 314 | 286 | 63 | 17 | 1 | 13 | 24 | 94 | 1 | 4 | 2 | 220 | 283 | 423 | 706 | 203 | 275 | 30 | 8 | 309 | 45 | — | — | — | — | — | — |
| 2023 | 27 | ROK | ACL Royals | — | 25 | 17 | 7 | 2 | 0 | 4 | 6 | 3 | 2 | 0 | 0 | 412 | 600 | 1.235 | 1.835 | 824 | 300 | 12 | 24 | 698 | 230 | — | — | — | — | — | — |
| 2023 | 27 | INTL | Surprise Saguaros | — | 55 | 47 | 10 | 5 | 1 | 3 | 6 | 16 | 0 | 0 | 0 | 213 | 302 | 553 | 855 | 340 | 233 | 29 | 11 | 352 | 124 | — | — | — | — | — | — |
| 2024 | 28 | AAA | Las Vegas Aviators | — | 411 | 374 | 113 | 27 | 6 | 19 | 31 | 85 | 4 | 2 | 3 | 302 | 361 | 559 | 920 | 257 | 347 | 21 | 8 | 398 | 89 | — | — | — | — | — | — |
| 2025 | 29 | MLB | Athletics | — | 17 | 17 | 3 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 176 | 176 | 176 | 353 | 333 | 47 | 0 | 160 | -7 | -2 | +0 | -0 | -9 | +0 | -1.1 | |
| 2025 | 29 | AAA | Oklahoma City Comets | — | 466 | 413 | 105 | 23 | 6 | 15 | 51 | 130 | 0 | 7 | 3 | 254 | 336 | 448 | 784 | 194 | 333 | 28 | 11 | 346 | 65 | — | — | — | — | — | — |
| 2026 | 30 | AAA | Sugar Land Space Cowboys | — | 373 | 328 | 82 | 21 | 1 | 21 | 43 | 111 | 1 | 2 | 1 | 250 | 339 | 512 | 851 | 262 | 310 | 30 | 12 | 371 | 64 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 17 | 17 | 3 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 176 | 176 | 176 | 353 | 333 | 47 | 0 | 160 | -6 | -2 | +0 | -0 | -9 | +0 | -1.1 | |||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 22 | A+ MLE | Florida Fire Frogs | — | 88 | 82 | 23 | 4 | 1 | 1 | 6 | 25 | 0 | 3 | 1 | 280 | 330 | 390 | 720 | 110 | 386 | 28 | 7 | 305 | 93 | — | — | — | — | — | — |
| 2018 | 22 | ROK MLE | Danville Braves | — | 138 | 123 | 33 | 2 | 4 | 1 | 12 | 35 | 1 | 1 | 1 | 268 | 338 | 374 | 712 | 106 | 350 | 25 | 9 | 308 | 95 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | Mississippi Braves | — | 78 | 71 | 6 | 1 | 0 | 2 | 6 | 31 | 0 | 0 | 0 | 85 | 156 | 183 | 339 | 99 | 108 | 40 | 8 | 151 | -12 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Florida Fire Frogs | — | 74 | 65 | 7 | 1 | 0 | 0 | 9 | 25 | 0 | 3 | 1 | 108 | 216 | 123 | 339 | 15 | 173 | 34 | 12 | 175 | 5 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Mississippi Braves | — | 330 | 313 | 49 | 13 | 4 | 8 | 15 | 128 | 1 | 14 | 1 | 157 | 198 | 300 | 498 | 144 | 229 | 39 | 5 | 216 | 32 | — | — | — | — | — | — |
| 2022 | 26 | AA MLE | Northwest Arkansas Naturals | — | 490 | 463 | 100 | 14 | 2 | 21 | 18 | 137 | 2 | 19 | 4 | 216 | 248 | 391 | 639 | 175 | 246 | 28 | 4 | 272 | 70 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | Omaha Storm Chasers | — | 314 | 294 | 51 | 13 | 1 | 9 | 16 | 113 | 1 | 4 | 2 | 173 | 219 | 316 | 535 | 143 | 239 | 36 | 5 | 235 | 45 | — | — | — | — | — | — |
| 2023 | 27 | ROK MLE | ACL Royals | — | 25 | 19 | 6 | 2 | 0 | 3 | 4 | 4 | 2 | 0 | 0 | 316 | 480 | 895 | 1.375 | 579 | 190 | 16 | 16 | 508 | 230 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | Las Vegas Aviators | — | 411 | 384 | 91 | 19 | 5 | 13 | 22 | 100 | 4 | 2 | 3 | 237 | 285 | 414 | 699 | 177 | 286 | 24 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2025 | 29 | MLB MLE | Athletics | — | 17 | 17 | 3 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 176 | 176 | 176 | 353 | 333 | 47 | 0 | 158 | -7 | -2 | +0 | -0 | -9 | +0 | -1.1 | |
| 2025 | 29 | AAA MLE | Oklahoma City Comets | — | 466 | 433 | 90 | 18 | 5 | 11 | 31 | 154 | 0 | 7 | 3 | 208 | 261 | 349 | 610 | 141 | 289 | 33 | 7 | 264 | 65 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Sugar Land Space Cowboys | — | 373 | 343 | 64 | 16 | 1 | 14 | 28 | 133 | 1 | 2 | 1 | 187 | 250 | 362 | 612 | 175 | 248 | 36 | 8 | 263 | 64 | — | — | — | — | — | — |
| 2018 | 22 | ROK MLE | 2 teams | — | 226 | 205 | 55 | 6 | 5 | 2 | 18 | 61 | 1 | 4 | 2 | 268 | 330 | 376 | 706 | 107 | 368 | 27 | 8 | 307 | 94 | — | — | — | — | — | — |
| 2018 | 22 | ROK RAW | 2 teams | — | 226 | 196 | 69 | 8 | 7 | 2 | 27 | 42 | 1 | 4 | 2 | 352 | 433 | 495 | 928 | 143 | 435 | 19 | 12 | 409 | 94 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 2 teams | — | 152 | 136 | 13 | 2 | 0 | 2 | 15 | 56 | 0 | 3 | 1 | 96 | 185 | 154 | 340 | 59 | 139 | 37 | 10 | 163 | -4 | — | — | — | — | — | — |
| 2019 | 23 | AA RAW | 2 teams | — | 152 | 128 | 15 | 2 | 0 | 2 | 22 | 43 | 0 | 3 | 1 | 117 | 245 | 180 | 425 | 62 | 155 | 28 | 14 | 211 | -4 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Mississippi Braves | — | 330 | 313 | 49 | 13 | 4 | 8 | 15 | 128 | 1 | 14 | 1 | 157 | 198 | 300 | 498 | 144 | 230 | 39 | 5 | 216 | 32 | — | — | — | — | — | — |
| 2021 | 25 | AA RAW | Mississippi Braves | — | 330 | 304 | 60 | 17 | 4 | 10 | 24 | 105 | 1 | 14 | 1 | 197 | 258 | 378 | 637 | 181 | 263 | 32 | 7 | 281 | 32 | — | — | — | — | — | — |
| 2022 | 26 | AA MLE | Northwest Arkansas Naturals | — | 490 | 463 | 100 | 14 | 2 | 21 | 18 | 137 | 2 | 19 | 4 | 216 | 248 | 391 | 639 | 175 | 253 | 28 | 4 | 272 | 70 | — | — | — | — | — | — |
| 2022 | 26 | AA RAW | Northwest Arkansas Naturals | — | 490 | 455 | 120 | 18 | 2 | 25 | 26 | 111 | 2 | 19 | 4 | 264 | 306 | 477 | 783 | 213 | 291 | 23 | 5 | 338 | 70 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | 3 teams | — | 394 | 363 | 67 | 17 | 1 | 15 | 23 | 137 | 3 | 4 | 2 | 185 | 239 | 361 | 600 | 176 | 241 | 35 | 6 | 255 | 59 | — | — | — | — | — | — |
| 2023 | 27 | AAA RAW | 3 teams | — | 394 | 350 | 80 | 24 | 2 | 20 | 36 | 113 | 3 | 4 | 2 | 229 | 306 | 480 | 786 | 251 | 270 | 29 | 9 | 339 | 59 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | Las Vegas Aviators | — | 411 | 384 | 91 | 19 | 5 | 13 | 22 | 100 | 4 | 2 | 3 | 237 | 285 | 414 | 699 | 177 | 287 | 24 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2024 | 28 | AAA RAW | Las Vegas Aviators | — | 411 | 374 | 113 | 27 | 6 | 19 | 31 | 85 | 4 | 2 | 3 | 302 | 361 | 559 | 920 | 257 | 347 | 21 | 8 | 398 | 89 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | 2 teams | — | 483 | 450 | 93 | 18 | 5 | 11 | 31 | 162 | 0 | 7 | 3 | 207 | 258 | 342 | 600 | 136 | 294 | 34 | 6 | 260 | 62 | — | — | — | — | — | — |
| 2025 | 29 | AAA RAW | 2 teams | — | 483 | 430 | 108 | 23 | 6 | 15 | 51 | 138 | 0 | 7 | 3 | 251 | 331 | 437 | 768 | 186 | 333 | 29 | 11 | 339 | 62 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Sugar Land Space Cowboys | — | 373 | 343 | 64 | 16 | 1 | 14 | 28 | 133 | 1 | 2 | 1 | 187 | 250 | 362 | 612 | 175 | 254 | 36 | 8 | 263 | 64 | — | — | — | — | — | — |
| 2026 | 30 | AAA RAW | Sugar Land Space Cowboys | — | 373 | 328 | 82 | 21 | 1 | 21 | 43 | 111 | 1 | 2 | 1 | 250 | 339 | 512 | 851 | 262 | 310 | 30 | 12 | 371 | 64 | — | — | — | — | — | — |
| 2018 | 22 | ROK MLE | 2 teams | — | 226 | 205 | 55 | 6 | 5 | 2 | 18 | 61 | 1 | 4 | 2 | 268 | 330 | 376 | 706 | 107 | 364 | 27 | 8 | 307 | 94 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 2 teams | — | 152 | 136 | 13 | 2 | 0 | 2 | 15 | 56 | 0 | 3 | 1 | 96 | 185 | 154 | 340 | 59 | 140 | 37 | 10 | 163 | -4 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Mississippi Braves | — | 330 | 311 | 49 | 13 | 4 | 8 | 15 | 128 | 1 | 14 | 1 | 158 | 198 | 302 | 500 | 145 | 229 | 39 | 5 | 216 | 32 | — | — | — | — | — | — |
| 2022 | 26 | AA MLE | Northwest Arkansas Naturals | — | 490 | 467 | 100 | 14 | 2 | 21 | 18 | 137 | 2 | 19 | 4 | 214 | 248 | 388 | 636 | 173 | 246 | 28 | 4 | 272 | 70 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | 3 teams | — | 394 | 365 | 67 | 17 | 1 | 15 | 23 | 137 | 3 | 4 | 2 | 184 | 239 | 359 | 598 | 175 | 235 | 35 | 6 | 255 | 59 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | Las Vegas Aviators | — | 411 | 382 | 91 | 19 | 5 | 13 | 22 | 100 | 4 | 2 | 3 | 238 | 285 | 416 | 702 | 178 | 286 | 24 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | 2 teams | — | 483 | 449 | 93 | 18 | 5 | 11 | 31 | 162 | 0 | 7 | 3 | 207 | 258 | 343 | 601 | 136 | 291 | 34 | 6 | 260 | 62 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Sugar Land Space Cowboys | — | 373 | 341 | 64 | 16 | 1 | 14 | 28 | 133 | 1 | 2 | 1 | 188 | 250 | 364 | 614 | 176 | 248 | 36 | 8 | 263 | 64 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 28 | AAA MLE | Las Vegas Aviators | — | 411 | 382 | 91 | 19 | 5 | 13 | 22 | 100 | 4 | 2 | 3 | 238 | 285 | 416 | 702 | 178 | 286 | 24 | 5 | 300 | 89 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | 2 teams | — | 483 | 449 | 93 | 18 | 5 | 11 | 31 | 162 | 0 | 7 | 3 | 207 | 258 | 343 | 601 | 136 | 291 | 34 | 6 | 260 | 62 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Sugar Land Space Cowboys | — | 373 | 341 | 64 | 16 | 1 | 14 | 28 | 133 | 1 | 2 | 1 | 188 | 250 | 364 | 614 | 176 | 248 | 36 | 8 | 263 | 64 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 31 | MLB MLE | HOU | 10% | 380 | 350 | 79 | 17 | 3 | 12 | 26 | 119 | 1 | 4 | 2 | 223 | 278 | 386 | 664 | 163 | 297 | 31 | 7 | 293 | 85 | -7 | +0 | +0 | -7 | +8 | -0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 31 | MLB CTX | HOU | 10% | 16 | 15 | 3 | 1 | 0 | 0 | 1 | 5 | 0 | 0 | 0 | 225 | 281 | 389 | 670 | 163 | 302 | 31 | 6 | 295 | 85 | -0 | +0 | +0 | -0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 32 | MLB MLE | HOU | 27% | 250 | 230 | 51 | 11 | 2 | 7 | 17 | 78 | 1 | 1 | 1 | 218 | 274 | 373 | 647 | 155 | 292 | 31 | 7 | 286 | 80 | -6 | -0 | -3 | -4 | +5 | -0.9 |
| 2028 | 32 | MLB CTX | HOU | 27% | 68 | 63 | 13 | 3 | 0 | 2 | 5 | 21 | 0 | 0 | 0 | 220 | 276 | 376 | 652 | 156 | 297 | 31 | 7 | 288 | 80 | -2 | +0 | -1 | -1 | +1 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 85 | 80 | 16 | 3 | 0 | 2 | 5 | 29 | 0 | 0 | 0 | 200 | 247 | 312 | 560 | 112 | 286 | 34 | 6 | 263 | 65 | -4 | +0 | -1 | -10 | +2 | -1.3 | |
| / 162G | — | A+C | — | 650 | 612 | 122 | 23 | 0 | 15 | 38 | 222 | 0 | 0 | 0 | 199 | 246 | 310 | 557 | 111 | 285 | 34 | 6 | 263 | 65 | -29 | +0 | -7 | -75 | +14 | -9.9 | |
| Career | — | MLE | — | 3264 | 3030 | 615 | 123 | 26 | 98 | 198 | 1040 | 13 | 58 | 19 | 203 | 255 | 358 | 613 | 155 | 270 | 32 | 6 | 264 | 65 | -11 | -0 | -3 | -16 | +9 | -2.2 | |
| / 162G | — | MLE | — | 650 | 603 | 122 | 24 | 5 | 20 | 39 | 207 | 3 | 12 | 4 | 202 | 254 | 358 | 612 | 156 | 268 | 32 | 6 | 264 | 65 | -17 | -0 | -5 | -24 | +14 | -3.3 | |
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 AAASugar Land Space Cowboys · 373 PAwOBA .360 → .263 (−97)K% 29.8% → 35.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.76% | ÷1.000 | ×1.200 | — | — | 35.71% |
| BB% (unintentional) /PA | 10.99% | ÷1.000 | ×0.690 | — | ×0.972 | 7.37% |
| HBP% /PA | 0.27% | — | ×0.940 | — | ×0.972 | 0.24% |
| Singles /BIP | 17.97% | ÷1.000 | ×0.930 | ×0.951 | ×0.972 | 15.44% |
| Doubles /BIP | 9.68% | ÷1.000 | ×0.830 | ×0.951 | ×0.972 | 7.42% |
| Triples /BIP | 0.46% | ÷1.000 | ×0.970 | ×0.951 | ×0.972 | 0.41% |
| Home runs /BIP | 9.68% | ÷1.000 | ×0.700 | — | ×0.972 | 6.58% |
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 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.951.
Result: wOBA .360 → .263; ISO .262 → .180; BABIP .310 → .248. 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 AAAOklahoma City Comets · 466 PAwOBA .338 → .264 (−73)K% 27.9% → 33.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.90% | ÷1.015 | ×1.200 | — | — | 32.98% |
| BB% (unintentional) /PA | 10.73% | ÷1.083 | ×0.690 | — | ×0.982 | 6.71% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 21.55% | ÷0.951 | ×0.930 | ×0.958 | ×0.982 | 19.81% |
| Doubles /BIP | 8.13% | ÷0.969 | ×0.830 | ×0.958 | ×0.982 | 6.55% |
| Triples /BIP | 2.12% | ÷1.150 | ×0.970 | ×0.958 | ×0.982 | 1.68% |
| Home runs /BIP | 5.30% | ÷0.956 | ×0.700 | — | ×0.982 | 3.81% |
Factors used: league row International League. Park (home-season share, regressed): HR 91, 1B 90, 2B 94, 3B 130, K 103, BB 117 — 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 ×0.958.
Result: wOBA .338 → .264; ISO .194 → .145; BABIP .333 → .289. 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 AAALas Vegas Aviators · 411 PAwOBA .388 → .300 (−88)K% 20.7% → 24.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.68% | ÷1.022 | ×1.200 | — | — | 24.29% |
| BB% (unintentional) /PA | 7.54% | ÷0.952 | ×0.690 | — | ×0.992 | 5.42% |
| HBP% /PA | 0.97% | — | ×0.940 | — | ×0.992 | 0.91% |
| Singles /BIP | 21.11% | ÷0.974 | ×0.930 | ×0.950 | ×0.992 | 18.99% |
| Doubles /BIP | 9.34% | ÷1.088 | ×0.830 | ×0.950 | ×0.992 | 6.72% |
| Triples /BIP | 2.08% | ÷1.150 | ×0.970 | ×0.950 | ×0.992 | 1.65% |
| Home runs /BIP | 6.57% | ÷1.001 | ×0.700 | — | ×0.992 | 4.56% |
Factors used: league row International League. Park (home-season share, regressed): HR 100, 1B 95, 2B 118, 3B 130, K 104, BB 90 — 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 ×0.950.
Result: wOBA .388 → .300; ISO .257 → .181; BABIP .347 → .286. 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 AAAOmaha Storm Chasers · 314 PAwOBA .303 → .235 (−68)K% 29.9% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.94% | ÷0.995 | ×1.200 | — | — | 36.10% |
| BB% (unintentional) /PA | 7.64% | ÷1.030 | ×0.690 | — | ×1.003 | 5.14% |
| HBP% /PA | 0.32% | — | ×0.940 | — | ×1.003 | 0.30% |
| Singles /BIP | 16.67% | ÷0.978 | ×0.930 | ×0.976 | ×1.003 | 15.51% |
| Doubles /BIP | 8.85% | ÷1.000 | ×0.830 | ×0.976 | ×1.003 | 7.19% |
| Triples /BIP | 0.52% | ÷1.150 | ×0.970 | ×0.976 | ×1.003 | 0.43% |
| Home runs /BIP | 6.77% | ÷0.942 | ×0.700 | — | ×1.003 | 5.05% |
Factors used: league row International League. Park (home-season share, regressed): HR 88, 1B 96, 2B 100, 3B 130, K 99, BB 106 — 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 ×0.976.
Result: wOBA .303 → .235; ISO .203 → .149; BABIP .275 → .239. 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 Royals · 25 PAwOBA .679 → .508 (−171)K% 12.0% → 17.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.00% | ÷1.000 | ×1.440 | — | — | 17.29% |
| BB% (unintentional) /PA | 24.00% | ÷0.982 | ×0.620 | — | ×0.940 | 14.24% |
| HBP% /PA | 8.00% | — | ×0.720 | — | ×0.940 | 5.41% |
| Singles /BIP | 7.14% | ÷1.029 | ×0.820 | — | ×0.940 | 5.35% |
| Doubles /BIP | 14.29% | ÷1.000 | ×0.720 | — | ×0.940 | 9.67% |
| Triples /BIP | 0.00% | ÷0.932 | ×0.720 | — | ×0.940 | 0.00% |
| Home runs /BIP | 28.57% | ÷1.000 | ×0.780 | — | ×0.940 | 20.95% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 100, 1B 106, 2B 100, 3B 86, K 100, BB 96 — applied at half strength. Age: age 27 vs a level average of 19.5 → −6.0% on BB/HBP/hit rates (7.5 yr older than average).
Result: wOBA .679 → .508; ISO .824 → .672; BABIP .300 → .190. 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 AANorthwest Arkansas Naturals · 490 PAwOBA .333 → .272 (−60)K% 22.7% → 28.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.65% | ÷0.988 | ×1.220 | — | — | 27.97% |
| BB% (unintentional) /PA | 5.10% | ÷0.993 | ×0.700 | — | ×0.988 | 3.55% |
| HBP% /PA | 0.41% | — | ×0.870 | — | ×0.988 | 0.35% |
| Singles /BIP | 21.80% | ÷0.995 | ×0.920 | ×0.950 | ×0.988 | 18.91% |
| Doubles /BIP | 5.23% | ÷1.009 | ×0.840 | ×0.950 | ×0.988 | 4.09% |
| Triples /BIP | 0.58% | ÷0.900 | ×0.940 | ×0.950 | ×0.988 | 0.57% |
| Home runs /BIP | 7.27% | ÷0.905 | ×0.800 | — | ×0.988 | 6.34% |
Factors used: league row TL. Park (home-season share, regressed): HR 81, 1B 99, 2B 102, 3B 80, K 98, BB 99 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .333 → .272; ISO .213 → .178; BABIP .291 → .246. 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 AAMississippi Braves · 330 PAwOBA .274 → .216 (−58)K% 31.8% → 38.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.82% | ÷0.998 | ×1.220 | — | — | 38.90% |
| BB% (unintentional) /PA | 7.27% | ÷1.106 | ×0.690 | — | ×0.998 | 4.53% |
| HBP% /PA | 0.30% | — | ×0.850 | — | ×0.998 | 0.26% |
| Singles /BIP | 14.57% | ÷1.023 | ×0.940 | ×0.961 | ×0.998 | 12.85% |
| Doubles /BIP | 8.54% | ÷0.999 | ×0.870 | ×0.961 | ×0.998 | 7.13% |
| Triples /BIP | 2.01% | ÷0.900 | ×0.920 | ×0.961 | ×0.998 | 1.97% |
| Home runs /BIP | 5.03% | ÷0.861 | ×0.780 | — | ×0.998 | 4.54% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 72, 1B 105, 2B 100, 3B 80, K 100, BB 121 — 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 ×0.961.
Result: wOBA .274 → .216; ISO .181 → .151; BABIP .263 → .229. 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 AAMississippi Braves · 78 PAwOBA .186 → .151 (−34)K% 32.1% → 40.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.05% | ÷0.975 | ×1.220 | — | — | 40.09% |
| BB% (unintentional) /PA | 10.26% | ÷0.967 | ×0.680 | — | ×1.027 | 7.40% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×1.027 | 0.00% |
| Singles /BIP | 9.30% | ÷1.068 | ×0.920 | — | ×1.027 | 8.23% |
| Doubles /BIP | 2.33% | ÷0.906 | ×0.910 | — | ×1.027 | 2.40% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.880 | — | ×1.027 | 0.00% |
| Home runs /BIP | 4.65% | ÷0.900 | ×0.800 | — | ×1.027 | 4.25% |
Factors used: league row SL. Park (home-season share, regressed): HR 80, 1B 114, 2B 81, 3B 80, K 95, BB 93 — 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).
Result: wOBA .186 → .151; ISO .103 → .091; BABIP .119 → .108. 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 — .