Enmanuel Valdez
2B Indianapolis Indians| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 25 | AAA/INTL2 orgs | 343 | .213/.315/.385 | 13 | 4 | 63 | — | .188/.261/.342 |
| 2024 | 25 | MLBBOS | 223 | .214/.275/.363 | 6 | 1 | 70 | -0.8 | |
| 2025 | 26 | INTLCriollos de C… | 26 | .130/.192/.261 | 1 | 0 | 24 | — | |
| 2025 | 26 | MLBPIT | 102 | .209/.294/.363 | 2 | 0 | 87 | -0.1 | |
| 2026 | 27 | AAAPIT | 489 | .254/.331/.448 | 18 | 1 | 68 | — | .209/.267/.352 |
| 2027PROJ10% MLB | 28 | MLBPIT | 24 | .230/.294/.385 | 1 | 0 | 92 | 0.0 | |
| 2028PROJ27% MLB | 29 | MLBPIT | 74 | .228/.290/.378 | 2 | 0 | 89 | -0.0 |
Tools · Splits · ContractCON 50 / POW 50
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) | |||||||||||||||||||||||||||||||
| 2016 | 17 | ROK | DSL Astros Blue | — | 231 | 192 | 47 | 16 | 3 | 5 | 27 | 35 | 5 | 5 | 1 | 245 | 353 | 438 | 790 | 193 | 264 | 15 | 12 | 343 | 38 | — | — | — | — | — | — |
| 2017 | 18 | ROK | GCL Astros | — | 184 | 157 | 34 | 10 | 3 | 4 | 23 | 36 | 2 | 4 | 2 | 217 | 324 | 395 | 719 | 178 | 252 | 20 | 12 | 320 | 38 | — | — | — | — | — | — |
| 2019 | 20 | A+ | Fayetteville Woodpeckers | — | 247 | 228 | 49 | 11 | 1 | 5 | 14 | 61 | 2 | 6 | 2 | 215 | 266 | 338 | 604 | 123 | 268 | 25 | 6 | 269 | 20 | — | — | — | — | — | — |
| 2019 | 20 | A | Quad Cities River Bandits | — | 139 | 120 | 33 | 11 | 0 | 3 | 16 | 21 | 3 | 2 | 3 | 275 | 374 | 442 | 816 | 167 | 312 | 15 | 12 | 366 | 75 | — | — | — | — | — | — |
| 2021 | 22 | AA | Corpus Christi Hooks | — | 98 | 82 | 21 | 6 | 0 | 5 | 13 | 22 | 2 | 0 | 1 | 256 | 371 | 512 | 883 | 256 | 286 | 22 | 13 | 385 | 93 | — | — | — | — | — | — |
| 2021 | 22 | A+ | Asheville Tourists | — | 318 | 283 | 72 | 16 | 1 | 21 | 25 | 67 | 2 | 5 | 1 | 254 | 317 | 541 | 858 | 286 | 254 | 21 | 8 | 363 | 66 | — | — | — | — | — | — |
| 2022 | 23 | AAA | Worcester Red Sox | — | 368 | 332 | 88 | 19 | 2 | 17 | 30 | 77 | 2 | 4 | 1 | 265 | 329 | 488 | 817 | 223 | 295 | 21 | 8 | 355 | 78 | — | — | — | — | — | — |
| 2022 | 23 | AA | Corpus Christi Hooks | — | 205 | 168 | 60 | 16 | 0 | 11 | 34 | 47 | 1 | 4 | 2 | 357 | 468 | 649 | 1.117 | 292 | 438 | 23 | 17 | 477 | 147 | — | — | — | — | — | — |
| 2022 | 23 | INTL | Toros del Este | — | 75 | 67 | 12 | 3 | 1 | 1 | 5 | 18 | 1 | 0 | 0 | 179 | 243 | 299 | 542 | 119 | 224 | 24 | 7 | 241 | 50 | — | — | — | — | — | — |
| 2023 | 24 | MLB | Boston Red Sox | — | 149 | 139 | 37 | 8 | 0 | 6 | 8 | 37 | 1 | 5 | 1 | 266 | 309 | 453 | 762 | 187 | 323 | 25 | 5 | 335 | 108 | +1 | +1 | -3 | +2 | +3 | 0.4 |
| 2023 | 24 | AAA | Worcester Red Sox | — | 232 | 189 | 48 | 8 | 2 | 10 | 41 | 48 | 1 | 4 | 3 | 254 | 390 | 476 | 866 | 222 | 288 | 21 | 18 | 384 | 91 | — | — | — | — | — | — |
| 2023 | 24 | INTL | Toros del Este | — | 48 | 36 | 4 | 0 | 0 | 0 | 7 | 9 | 4 | 1 | 0 | 111 | 312 | 111 | 424 | 148 | 19 | 15 | 238 | 48 | — | — | — | — | — | — | |
| 2024 | 25 | MLB | Boston Red Sox | — | 223 | 201 | 43 | 12 | 0 | 6 | 17 | 53 | 0 | 1 | 1 | 214 | 275 | 363 | 638 | 149 | 253 | 24 | 8 | 280 | 70 | -8 | -0 | -6 | +2 | +5 | -0.8 |
| 2024 | 25 | AAA | Worcester Red Sox | — | 225 | 193 | 45 | 8 | 0 | 11 | 27 | 53 | 2 | 3 | 0 | 233 | 333 | 446 | 779 | 212 | 260 | 24 | 12 | 342 | 63 | — | — | — | — | — | — |
| 2024 | 25 | INTL | Estrellas Orientales | — | 118 | 103 | 18 | 2 | 1 | 2 | 14 | 17 | 1 | 1 | 0 | 175 | 280 | 272 | 552 | 97 | 190 | 14 | 12 | 259 | 62 | — | — | — | — | — | — |
| 2025 | 26 | MLB | Pittsburgh Pirates | — | 102 | 91 | 19 | 4 | 2 | 2 | 11 | 16 | 0 | 0 | 0 | 209 | 294 | 363 | 657 | 154 | 233 | 16 | 11 | 296 | 87 | -2 | +0 | +1 | -2 | +2 | -0.1 |
| 2025 | 26 | INTL | Criollos de Caguas | — | 26 | 23 | 3 | 0 | 0 | 1 | 2 | 9 | 0 | 0 | 0 | 130 | 192 | 261 | 453 | 130 | 154 | 35 | 8 | 203 | 24 | — | — | — | — | — | — |
| 2026 | 27 | AAA | Indianapolis Indians | — | 489 | 433 | 110 | 24 | 3 | 18 | 44 | 81 | 6 | 1 | 4 | 254 | 331 | 448 | 779 | 194 | 271 | 17 | 9 | 342 | 68 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 474 | 431 | 99 | 24 | 2 | 14 | 36 | 106 | 1 | 6 | 2 | 230 | 290 | 392 | 682 | 162 | 270 | 22 | 8 | 300 | 89 | -6 | +0 | -9 | +1 | +10 | -0.3 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 17 | ROK MLE | DSL Astros Blue | — | 231 | 201 | 31 | 10 | 2 | 3 | 18 | 43 | 5 | 5 | 1 | 154 | 241 | 269 | 510 | 114 | 166 | 19 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2017 | 18 | ROK MLE | GCL Astros | — | 184 | 166 | 26 | 7 | 2 | 3 | 14 | 52 | 2 | 4 | 2 | 157 | 231 | 277 | 508 | 120 | 196 | 28 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2019 | 20 | A+ MLE | Fayetteville Woodpeckers | — | 247 | 233 | 37 | 7 | 1 | 4 | 9 | 88 | 2 | 6 | 2 | 159 | 197 | 249 | 446 | 90 | 228 | 36 | 4 | 198 | 20 | — | — | — | — | — | — |
| 2019 | 20 | A MLE | Quad Cities River Bandits | — | 139 | 125 | 27 | 8 | 0 | 2 | 11 | 28 | 3 | 2 | 3 | 216 | 295 | 328 | 623 | 112 | 259 | 20 | 8 | 279 | 75 | — | — | — | — | — | — |
| 2021 | 22 | AA MLE | Corpus Christi Hooks | — | 98 | 86 | 18 | 5 | 0 | 4 | 9 | 28 | 2 | 0 | 1 | 209 | 299 | 407 | 706 | 198 | 255 | 29 | 9 | 305 | 93 | — | — | — | — | — | — |
| 2021 | 22 | A+ MLE | Asheville Tourists | — | 318 | 293 | 56 | 11 | 1 | 15 | 17 | 91 | 2 | 5 | 1 | 191 | 240 | 389 | 629 | 198 | 203 | 29 | 5 | 266 | 66 | — | — | — | — | — | — |
| 2022 | 23 | AAA MLE | Worcester Red Sox | — | 368 | 341 | 74 | 13 | 2 | 13 | 22 | 91 | 2 | 4 | 1 | 217 | 268 | 381 | 650 | 164 | 253 | 25 | 6 | 283 | 78 | — | — | — | — | — | — |
| 2022 | 23 | AA MLE | Corpus Christi Hooks | — | 205 | 181 | 54 | 14 | 0 | 9 | 21 | 60 | 1 | 4 | 2 | 298 | 374 | 525 | 899 | 227 | 389 | 29 | 10 | 385 | 147 | — | — | — | — | — | — |
| 2023 | 24 | MLB MLE | Boston Red Sox | — | 149 | 140 | 36 | 7 | 0 | 6 | 8 | 37 | 1 | 5 | 1 | 257 | 302 | 436 | 738 | 179 | 323 | 25 | 5 | 327 | 108 | +1 | +1 | -3 | +2 | +3 | 0.4 |
| 2023 | 24 | AAA MLE | Worcester Red Sox | — | 232 | 201 | 41 | 5 | 2 | 7 | 29 | 56 | 1 | 4 | 3 | 204 | 307 | 353 | 661 | 149 | 249 | 24 | 12 | 303 | 91 | — | — | — | — | — | — |
| 2024 | 25 | MLB MLE | Boston Red Sox | — | 223 | 201 | 42 | 11 | 0 | 6 | 17 | 53 | 0 | 1 | 1 | 209 | 271 | 353 | 624 | 144 | 253 | 24 | 8 | 272 | 70 | -8 | -0 | -6 | +2 | +5 | -0.8 |
| 2024 | 25 | AAA MLE | Worcester Red Sox | — | 225 | 202 | 38 | 7 | 0 | 8 | 18 | 63 | 2 | 3 | 0 | 188 | 261 | 342 | 603 | 153 | 219 | 28 | 8 | 262 | 63 | — | — | — | — | — | — |
| 2025 | 26 | MLB MLE | Pittsburgh Pirates | — | 102 | 91 | 19 | 4 | 2 | 2 | 11 | 16 | 0 | 0 | 0 | 209 | 294 | 363 | 657 | 154 | 233 | 16 | 11 | 297 | 87 | -2 | +0 | +1 | -2 | +2 | -0.1 |
| 2026 | 27 | AAA MLE | Indianapolis Indians | — | 489 | 449 | 94 | 19 | 3 | 13 | 29 | 97 | 6 | 1 | 4 | 209 | 267 | 352 | 618 | 143 | 232 | 20 | 6 | 269 | 68 | — | — | — | — | — | — |
| 2016 | 17 | ROK MLE | DSL Astros Blue | — | 231 | 201 | 31 | 10 | 2 | 3 | 18 | 43 | 5 | 5 | 1 | 154 | 241 | 269 | 510 | 114 | 173 | 19 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2016 | 17 | ROK RAW | DSL Astros Blue | — | 231 | 192 | 47 | 16 | 3 | 5 | 27 | 35 | 5 | 5 | 1 | 245 | 353 | 438 | 790 | 193 | 264 | 15 | 12 | 343 | 38 | — | — | — | — | — | — |
| 2017 | 18 | ROK MLE | GCL Astros | — | 184 | 166 | 26 | 7 | 2 | 3 | 14 | 52 | 2 | 4 | 2 | 157 | 231 | 277 | 508 | 120 | 204 | 28 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2017 | 18 | ROK RAW | GCL Astros | — | 184 | 157 | 34 | 10 | 3 | 4 | 23 | 36 | 2 | 4 | 2 | 217 | 324 | 395 | 719 | 178 | 252 | 20 | 12 | 320 | 38 | — | — | — | — | — | — |
| 2019 | 20 | A+ MLE | 2 teams | — | 386 | 358 | 65 | 15 | 1 | 7 | 20 | 117 | 5 | 8 | 5 | 182 | 235 | 288 | 523 | 106 | 246 | 30 | 5 | 227 | 40 | — | — | — | — | — | — |
| 2019 | 20 | A+ RAW | 2 teams | — | 386 | 348 | 82 | 22 | 1 | 8 | 30 | 82 | 5 | 8 | 5 | 236 | 305 | 374 | 679 | 138 | 285 | 21 | 8 | 304 | 40 | — | — | — | — | — | — |
| 2021 | 22 | A+ MLE | 2 teams | — | 416 | 380 | 74 | 16 | 1 | 19 | 25 | 119 | 4 | 5 | 2 | 195 | 252 | 392 | 644 | 197 | 221 | 29 | 6 | 275 | 72 | — | — | — | — | — | — |
| 2021 | 22 | A+ RAW | 2 teams | — | 416 | 365 | 93 | 22 | 1 | 26 | 38 | 89 | 4 | 5 | 2 | 255 | 330 | 534 | 864 | 279 | 261 | 21 | 9 | 368 | 72 | — | — | — | — | — | — |
| 2022 | 23 | AAA MLE | 3 teams | — | 648 | 589 | 145 | 31 | 2 | 25 | 49 | 172 | 4 | 8 | 3 | 246 | 308 | 433 | 741 | 187 | 302 | 27 | 8 | 319 | 102 | — | — | — | — | — | — |
| 2022 | 23 | AAA RAW | 3 teams | — | 648 | 567 | 160 | 38 | 3 | 29 | 69 | 142 | 4 | 8 | 3 | 282 | 363 | 513 | 876 | 231 | 326 | 22 | 11 | 380 | 102 | — | — | — | — | — | — |
| 2023 | 24 | AAA MLE | 3 teams | — | 429 | 380 | 88 | 14 | 3 | 15 | 42 | 105 | 6 | 10 | 4 | 232 | 318 | 403 | 720 | 171 | 280 | 24 | 10 | 312 | 98 | — | — | — | — | — | — |
| 2023 | 24 | AAA RAW | 3 teams | — | 429 | 364 | 89 | 16 | 2 | 16 | 56 | 94 | 6 | 10 | 4 | 245 | 353 | 431 | 784 | 187 | 286 | 22 | 13 | 350 | 98 | — | — | — | — | — | — |
| 2024 | 25 | AAA MLE | 3 teams | — | 566 | 511 | 100 | 22 | 0 | 18 | 44 | 147 | 3 | 5 | 1 | 196 | 263 | 344 | 608 | 149 | 233 | 26 | 8 | 267 | 67 | — | — | — | — | — | — |
| 2024 | 25 | AAA RAW | 3 teams | — | 566 | 497 | 106 | 22 | 1 | 19 | 58 | 123 | 3 | 5 | 1 | 213 | 299 | 376 | 676 | 163 | 241 | 22 | 10 | 300 | 67 | — | — | — | — | — | — |
| 2025 | 26 | MLB MLE | 2 teams | — | 128 | 114 | 25 | 5 | 3 | 3 | 14 | 20 | 0 | 0 | 0 | 219 | 305 | 395 | 699 | 175 | 242 | 16 | 11 | 297 | 87 | -2 | +0 | +1 | -2 | +3 | -0.1 |
| 2025 | 26 | MLB RAW | 2 teams | — | 128 | 114 | 22 | 4 | 2 | 3 | 13 | 25 | 0 | 0 | 0 | 193 | 273 | 342 | 616 | 149 | 221 | 20 | 10 | 277 | 87 | -2 | +0 | +1 | -2 | +3 | -0.1 |
| 2026 | 27 | AAA MLE | Indianapolis Indians | — | 489 | 449 | 94 | 19 | 3 | 13 | 29 | 97 | 6 | 1 | 4 | 209 | 267 | 352 | 618 | 143 | 235 | 20 | 6 | 269 | 68 | — | — | — | — | — | — |
| 2026 | 27 | AAA RAW | Indianapolis Indians | — | 489 | 433 | 110 | 24 | 3 | 18 | 44 | 81 | 6 | 1 | 4 | 254 | 331 | 448 | 779 | 194 | 271 | 17 | 9 | 342 | 68 | — | — | — | — | — | — |
| 2016 | 17 | ROK MLE | DSL Astros Blue | — | 231 | 206 | 31 | 10 | 2 | 3 | 18 | 43 | 5 | 5 | 1 | 150 | 241 | 262 | 503 | 112 | 166 | 19 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2017 | 18 | ROK MLE | GCL Astros | — | 184 | 166 | 26 | 7 | 2 | 3 | 14 | 52 | 2 | 4 | 2 | 157 | 231 | 277 | 508 | 120 | 196 | 28 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2019 | 20 | A+ MLE | 2 teams | — | 386 | 358 | 65 | 15 | 1 | 7 | 20 | 117 | 5 | 8 | 5 | 182 | 235 | 288 | 523 | 106 | 239 | 30 | 5 | 227 | 40 | — | — | — | — | — | — |
| 2021 | 22 | A+ MLE | 2 teams | — | 416 | 384 | 74 | 16 | 1 | 19 | 25 | 119 | 4 | 5 | 2 | 193 | 252 | 388 | 640 | 195 | 215 | 29 | 6 | 275 | 72 | — | — | — | — | — | — |
| 2022 | 23 | AAA MLE | 3 teams | — | 648 | 590 | 145 | 31 | 2 | 25 | 49 | 172 | 4 | 8 | 3 | 246 | 308 | 432 | 741 | 186 | 302 | 27 | 8 | 319 | 102 | — | — | — | — | — | — |
| 2023 | 24 | AAA MLE | 3 teams | — | 429 | 378 | 88 | 14 | 3 | 15 | 42 | 105 | 6 | 10 | 4 | 233 | 318 | 405 | 723 | 172 | 278 | 24 | 10 | 312 | 98 | — | — | — | — | — | — |
| 2024 | 25 | AAA MLE | 3 teams | — | 566 | 514 | 100 | 22 | 0 | 18 | 44 | 147 | 3 | 5 | 1 | 195 | 263 | 342 | 606 | 148 | 236 | 26 | 8 | 267 | 67 | — | — | — | — | — | — |
| 2025 | 26 | MLB MLE | 2 teams | — | 128 | 113 | 25 | 5 | 3 | 3 | 14 | 20 | 0 | 0 | 0 | 221 | 305 | 398 | 703 | 177 | 233 | 16 | 11 | 297 | 87 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Indianapolis Indians | — | 489 | 451 | 94 | 19 | 3 | 13 | 29 | 97 | 6 | 1 | 4 | 208 | 267 | 350 | 617 | 142 | 232 | 20 | 6 | 269 | 68 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 25 | AAA MLE | 3 teams | — | 566 | 514 | 100 | 22 | 0 | 18 | 44 | 147 | 3 | 5 | 1 | 195 | 263 | 342 | 606 | 148 | 236 | 26 | 8 | 267 | 67 | — | — | — | — | — | — |
| 2025 | 26 | MLB MLE | 2 teams | — | 128 | 113 | 25 | 5 | 3 | 3 | 14 | 20 | 0 | 0 | 0 | 221 | 305 | 398 | 703 | 177 | 233 | 16 | 11 | 297 | 87 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Indianapolis Indians | — | 489 | 451 | 94 | 19 | 3 | 13 | 29 | 97 | 6 | 1 | 4 | 208 | 267 | 350 | 617 | 142 | 232 | 20 | 6 | 269 | 68 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB MLE | PIT | 10% | 380 | 346 | 80 | 17 | 2 | 11 | 28 | 79 | 3 | 2 | 1 | 231 | 295 | 391 | 686 | 160 | 266 | 21 | 7 | 304 | 92 | -4 | +0 | -4 | +1 | +8 | 0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB CTX | PIT | 10% | 24 | 22 | 5 | 1 | 0 | 1 | 2 | 5 | 0 | 0 | 0 | 230 | 294 | 385 | 678 | 154 | 267 | 21 | 8 | 301 | 92 | -0 | +0 | -0 | +0 | +1 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 29 | MLB MLE | PIT | 27% | 272 | 248 | 57 | 12 | 2 | 8 | 20 | 57 | 2 | 1 | 0 | 229 | 291 | 384 | 676 | 156 | 264 | 21 | 7 | 300 | 89 | -4 | +0 | -4 | +1 | +6 | -0.1 |
| 2028 | 29 | MLB CTX | PIT | 27% | 74 | 68 | 15 | 3 | 0 | 2 | 5 | 16 | 1 | 0 | 0 | 228 | 290 | 378 | 669 | 151 | 265 | 22 | 7 | 297 | 89 | -1 | +0 | -1 | +0 | +2 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 548 | 499 | 114 | 27 | 2 | 16 | 41 | 122 | 2 | 6 | 2 | 228 | 289 | 387 | 676 | 158 | 268 | 22 | 7 | 300 | 75 | -7 | +0 | -10 | +2 | +12 | -0.3 | |
| / 162G | — | A+C | — | 650 | 592 | 135 | 32 | 2 | 19 | 49 | 145 | 2 | 7 | 2 | 228 | 289 | 385 | 674 | 157 | 268 | 22 | 8 | 300 | 75 | -8 | +0 | -11 | +2 | +14 | -0.3 | |
| Career | — | MLE | — | 3987 | 3613 | 754 | 161 | 20 | 121 | 292 | 979 | 39 | 48 | 22 | 209 | 275 | 365 | 640 | 156 | 248 | 25 | 7 | 279 | 75 | -12 | +1 | -15 | +3 | +21 | -0.2 | |
| / 162G | — | MLE | — | 650 | 589 | 123 | 26 | 3 | 20 | 48 | 160 | 6 | 8 | 4 | 209 | 275 | 365 | 640 | 156 | 248 | 25 | 7 | 279 | 75 | -8 | +1 | -10 | +2 | +14 | -0.1 | |
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 AAAIndianapolis Indians · 489 PAwOBA .335 → .269 (−66)K% 16.6% → 19.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.56% | ÷1.000 | ×1.200 | — | — | 19.88% |
| BB% (unintentional) /PA | 8.79% | ÷1.000 | ×0.690 | — | ×0.992 | 6.02% |
| HBP% /PA | 1.23% | — | ×0.940 | — | ×0.992 | 1.14% |
| Singles /BIP | 18.47% | ÷1.000 | ×0.930 | ×0.966 | ×0.992 | 16.46% |
| Doubles /BIP | 6.82% | ÷1.000 | ×0.830 | ×0.966 | ×0.992 | 5.42% |
| Triples /BIP | 0.85% | ÷1.000 | ×0.970 | ×0.966 | ×0.992 | 0.79% |
| Home runs /BIP | 5.11% | ÷1.000 | ×0.700 | — | ×0.992 | 3.55% |
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 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 ×0.966.
Result: wOBA .335 → .269; ISO .194 → .146; BABIP .271 → .232. 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 AAAWorcester Red Sox · 225 PAwOBA .336 → .262 (−74)K% 23.6% → 28.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.56% | ÷1.004 | ×1.200 | — | — | 28.14% |
| BB% (unintentional) /PA | 12.00% | ÷1.049 | ×0.690 | — | ×1.018 | 8.03% |
| HBP% /PA | 0.89% | — | ×0.940 | — | ×1.018 | 0.85% |
| Singles /BIP | 18.57% | ÷1.036 | ×0.930 | ×0.950 | ×1.018 | 16.12% |
| Doubles /BIP | 5.71% | ÷0.951 | ×0.830 | ×0.950 | ×1.018 | 4.82% |
| Triples /BIP | 0.00% | ÷1.143 | ×0.970 | ×0.950 | ×1.018 | 0.00% |
| Home runs /BIP | 7.86% | ÷0.996 | ×0.700 | — | ×1.018 | 5.62% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 107, 2B 90, 3B 129, K 101, BB 110 — 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 ×0.950.
Result: wOBA .336 → .262; ISO .212 → .159; BABIP .260 → .219. 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 AAAWorcester Red Sox · 232 PAwOBA .374 → .303 (−72)K% 20.7% → 24.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.69% | ÷1.023 | ×1.200 | — | — | 24.27% |
| BB% (unintentional) /PA | 17.24% | ÷0.986 | ×0.690 | — | ×1.033 | 12.47% |
| HBP% /PA | 0.43% | — | ×0.940 | — | ×1.033 | 0.42% |
| Singles /BIP | 19.86% | ÷0.996 | ×0.930 | ×0.976 | ×1.033 | 18.69% |
| Doubles /BIP | 5.67% | ÷1.309 | ×0.830 | ×0.976 | ×1.033 | 3.62% |
| Triples /BIP | 1.42% | ÷0.905 | ×0.970 | ×0.976 | ×1.033 | 1.53% |
| Home runs /BIP | 7.09% | ÷1.008 | ×0.700 | — | ×1.033 | 5.09% |
Factors used: league row International League. Park (home-season share, regressed): HR 102, 1B 99, 2B 162, 3B 81, K 105, BB 97 — applied at half strength. Age: age 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.976.
Result: wOBA .374 → .303; ISO .222 → .169; BABIP .288 → .249. 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 AAAWorcester Red Sox · 368 PAwOBA .348 → .283 (−65)K% 20.9% → 24.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.92% | ÷1.013 | ×1.200 | — | — | 24.79% |
| BB% (unintentional) /PA | 8.15% | ÷0.987 | ×0.690 | — | ×1.048 | 5.97% |
| HBP% /PA | 0.54% | — | ×0.940 | — | ×1.048 | 0.54% |
| Singles /BIP | 19.61% | ÷1.010 | ×0.930 | ×0.963 | ×1.048 | 18.22% |
| Doubles /BIP | 7.45% | ÷1.179 | ×0.830 | ×0.963 | ×1.048 | 5.29% |
| Triples /BIP | 0.78% | ÷1.000 | ×0.970 | ×0.963 | ×1.048 | 0.77% |
| Home runs /BIP | 6.67% | ÷0.939 | ×0.700 | — | ×1.048 | 5.21% |
Factors used: league row International League. Park (home-season share, regressed): HR 88, 1B 102, 2B 136, 3B 100, K 103, BB 97 — applied at half strength. Age: age 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.963.
Result: wOBA .348 → .283; ISO .223 → .171; BABIP .295 → .253. 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 AACorpus Christi Hooks · 205 PAwOBA .467 → .385 (−82)K% 22.9% → 29.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.93% | ÷0.947 | ×1.220 | — | — | 29.54% |
| BB% (unintentional) /PA | 15.61% | ÷1.084 | ×0.700 | — | ×1.012 | 10.20% |
| HBP% /PA | 0.49% | — | ×0.870 | — | ×1.012 | 0.43% |
| Singles /BIP | 27.27% | ÷1.018 | ×0.920 | ×1.012 | ×1.012 | 25.25% |
| Doubles /BIP | 13.22% | ÷0.986 | ×0.840 | ×1.012 | ×1.012 | 11.54% |
| Triples /BIP | 0.00% | ÷1.044 | ×0.940 | ×1.012 | ×1.012 | 0.00% |
| Home runs /BIP | 9.09% | ÷1.040 | ×0.800 | — | ×1.012 | 7.08% |
Factors used: league row TL. Park (home-season share, regressed): HR 108, 1B 104, 2B 97, 3B 109, K 89, BB 117 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.012.
Result: wOBA .467 → .385; ISO .292 → .239; BABIP .438 → .389. 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 A+Asheville Tourists · 318 PAwOBA .360 → .266 (−94)K% 21.1% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.07% | ÷0.995 | ×1.350 | — | — | 28.60% |
| BB% (unintentional) /PA | 7.86% | ÷1.044 | ×0.710 | — | ×0.998 | 5.34% |
| HBP% /PA | 0.63% | — | ×0.810 | — | ×0.998 | 0.51% |
| Singles /BIP | 15.74% | ÷0.983 | ×0.910 | ×0.950 | ×0.998 | 13.81% |
| Doubles /BIP | 7.41% | ÷1.111 | ×0.830 | ×0.950 | ×0.998 | 5.25% |
| Triples /BIP | 0.46% | ÷0.910 | ×0.820 | ×0.950 | ×0.998 | 0.40% |
| Home runs /BIP | 9.72% | ÷1.131 | ×0.830 | — | ×0.998 | 7.12% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 126, 1B 97, 2B 122, 3B 82, K 99, BB 109 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .360 → .266; ISO .286 → .202; BABIP .254 → .203. 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 AACorpus Christi Hooks · 98 PAwOBA .375 → .305 (−70)K% 22.4% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.45% | ÷0.959 | ×1.220 | — | — | 28.56% |
| BB% (unintentional) /PA | 12.24% | ÷0.990 | ×0.690 | — | ×1.027 | 8.77% |
| HBP% /PA | 2.04% | — | ×0.850 | — | ×1.027 | 1.78% |
| Singles /BIP | 16.67% | ÷1.002 | ×0.940 | ×0.969 | ×1.027 | 15.56% |
| Doubles /BIP | 10.00% | ÷0.987 | ×0.870 | ×0.969 | ×1.027 | 8.77% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×0.969 | ×1.027 | 0.00% |
| Home runs /BIP | 8.33% | ÷1.074 | ×0.780 | — | ×1.027 | 6.22% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 115, 1B 100, 2B 97, 3B 130, K 92, BB 98 — 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 ×0.969.
Result: wOBA .375 → .305; ISO .256 → .200; BABIP .286 → .255. 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 A+Fayetteville Woodpeckers · 247 PAwOBA .263 → .198 (−66)K% 24.7% → 35.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.70% | ÷0.983 | ×1.420 | — | — | 35.66% |
| BB% (unintentional) /PA | 5.67% | ÷1.000 | ×0.630 | — | ×1.027 | 3.67% |
| HBP% /PA | 0.81% | — | ×0.860 | — | ×1.027 | 0.72% |
| Singles /BIP | 19.16% | ÷1.029 | ×0.940 | ×0.950 | ×1.027 | 17.07% |
| Doubles /BIP | 6.59% | ÷1.068 | ×0.830 | ×0.950 | ×1.027 | 5.00% |
| Triples /BIP | 0.60% | ÷1.150 | ×0.800 | ×0.950 | ×1.027 | 0.41% |
| Home runs /BIP | 2.99% | ÷0.969 | ×0.900 | — | ×1.027 | 2.86% |
Factors used: league row CAR. Park (home-season share, regressed): HR 94, 1B 106, 2B 114, 3B 130, K 97, BB 100 — 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 ×0.950.
Result: wOBA .263 → .198; ISO .123 → .093; BABIP .268 → .228. 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 — .