Luis Liberato
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | 27 | AAA/INTL2 orgs | 358 | .268/.362/.451 | 9 | 10 | 94 | — | .231/.311/.376 |
| 2024 | 28 | AAA/ROK/INTL2 orgs | 410 | .262/.328/.397 | 7 | 11 | 71 | — | .222/.267/.315 |
| 2025 | 29 | INTLToros del Este | 30 | .321/.367/.500 | 1 | 0 | 146 | — |
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) | |||||||||||||||||||||||||||||||
| 2013 | 17 | ROK | DSL Mariners | — | 233 | 204 | 52 | 8 | 3 | 2 | 23 | 50 | 3 | 14 | 8 | 255 | 339 | 353 | 692 | 98 | 327 | 21 | 10 | 313 | 21 | — | — | — | — | — | — |
| 2014 | 18 | ROK | AZL Mariners | — | 210 | 175 | 37 | 6 | 3 | 2 | 29 | 47 | 1 | 14 | 2 | 211 | 327 | 314 | 641 | 103 | 276 | 22 | 14 | 291 | 25 | — | — | — | — | — | — |
| 2015 | 19 | A | Clinton LumberKings | — | 32 | 30 | 4 | 1 | 1 | 0 | 2 | 10 | 0 | 1 | 0 | 133 | 188 | 233 | 421 | 100 | 200 | 31 | 6 | 191 | -18 | — | — | — | — | — | — |
| 2016 | 20 | A | Clinton LumberKings | — | 432 | 372 | 96 | 19 | 8 | 2 | 47 | 100 | 0 | 4 | 2 | 258 | 341 | 368 | 710 | 110 | 347 | 23 | 11 | 312 | 69 | — | — | — | — | — | — |
| 2017 | 21 | A+ | Modesto Nuts | — | 283 | 257 | 66 | 11 | 5 | 8 | 21 | 80 | 1 | 7 | 4 | 257 | 315 | 432 | 747 | 175 | 341 | 28 | 7 | 326 | 57 | — | — | — | — | — | — |
| 2017 | 21 | A | Clinton LumberKings | — | 223 | 191 | 44 | 5 | 9 | 6 | 23 | 51 | 0 | 5 | 4 | 230 | 313 | 445 | 758 | 215 | 277 | 23 | 10 | 319 | 59 | — | — | — | — | — | — |
| 2018 | 22 | A+ | Modesto Nuts | — | 370 | 328 | 82 | 20 | 2 | 11 | 34 | 63 | 0 | 2 | 5 | 250 | 320 | 424 | 744 | 174 | 275 | 17 | 9 | 324 | 72 | — | — | — | — | — | — |
| 2018 | 22 | INTL | Leones del Escogido | — | 79 | 68 | 16 | 3 | 1 | 1 | 8 | 12 | 1 | 1 | 0 | 235 | 325 | 353 | 678 | 118 | 273 | 15 | 10 | 302 | 90 | — | — | — | — | — | — |
| 2019 | 23 | AA | Arkansas Travelers | — | 211 | 194 | 46 | 10 | 1 | 2 | 15 | 49 | 0 | 4 | 1 | 237 | 292 | 330 | 622 | 93 | 308 | 23 | 7 | 279 | 46 | — | — | — | — | — | — |
| 2019 | 23 | A+ | Modesto Nuts | — | 192 | 166 | 47 | 5 | 0 | 7 | 20 | 41 | 1 | 4 | 2 | 283 | 364 | 440 | 803 | 157 | 333 | 21 | 10 | 351 | 85 | — | — | — | — | — | — |
| 2019 | 23 | INTL | Leones del Escogido | — | 111 | 100 | 27 | 4 | 1 | 2 | 10 | 19 | 0 | 2 | 0 | 270 | 336 | 390 | 726 | 120 | 316 | 17 | 9 | 324 | 106 | — | — | — | — | — | — |
| 2020 | 24 | INTL | Leones del Escogido | — | 38 | 34 | 13 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 0 | 382 | 432 | 588 | 1.021 | 206 | 400 | 8 | 5 | 435 | 181 | — | — | — | — | — | — |
| 2021 | 25 | AAA | Tacoma Rainiers | — | 337 | 298 | 83 | 13 | 5 | 8 | 31 | 79 | 0 | 3 | 0 | 279 | 347 | 436 | 783 | 158 | 342 | 23 | 9 | 340 | 88 | — | — | — | — | — | — |
| 2021 | 25 | INTL | Leones del Escogido | — | 85 | 74 | 21 | 3 | 0 | 0 | 9 | 14 | 2 | 0 | 1 | 284 | 376 | 324 | 701 | 41 | 350 | 16 | 11 | 328 | 108 | — | — | — | — | — | — |
| 2022 | 26 | AAA | El Paso Chihuahuas | — | 390 | 329 | 86 | 28 | 2 | 20 | 48 | 99 | 2 | 6 | 1 | 261 | 359 | 541 | 900 | 280 | 307 | 25 | 12 | 380 | 74 | — | — | — | — | — | — |
| 2022 | 26 | INTL | Gigantes del Cibao | — | 57 | 50 | 10 | 2 | 0 | 1 | 7 | 10 | 0 | 3 | 0 | 200 | 298 | 300 | 598 | 100 | 231 | 18 | 12 | 278 | 75 | — | — | — | — | — | — |
| 2023 | 27 | AAA | El Paso Chihuahuas | — | 276 | 230 | 60 | 15 | 2 | 9 | 40 | 64 | 0 | 8 | 7 | 261 | 370 | 461 | 831 | 200 | 317 | 23 | 14 | 362 | 89 | — | — | — | — | — | — |
| 2023 | 27 | INTL | Toros del Este | — | 82 | 76 | 22 | 6 | 2 | 0 | 5 | 8 | 0 | 2 | 0 | 289 | 333 | 421 | 754 | 132 | 319 | 10 | 6 | 330 | 110 | — | — | — | — | — | — |
| 2024 | 28 | AAA | Gwinnett Stripers | — | 280 | 257 | 68 | 17 | 1 | 4 | 21 | 71 | 1 | 7 | 0 | 265 | 323 | 385 | 708 | 121 | 350 | 25 | 8 | 317 | 57 | — | — | — | — | — | — |
| 2024 | 28 | ROK | FCL Braves | — | 17 | 13 | 3 | 1 | 0 | 0 | 4 | 3 | 0 | 0 | 0 | 231 | 412 | 308 | 719 | 77 | 300 | 18 | 24 | 346 | 40 | — | — | — | — | — | — |
| 2024 | 28 | INTL | Dominican Republic | — | 113 | 100 | 26 | 7 | 1 | 3 | 9 | 20 | 1 | 4 | 2 | 260 | 327 | 440 | 767 | 180 | 295 | 18 | 8 | 331 | 110 | — | — | — | — | — | — |
| 2025 | 29 | INTL | Toros del Este | — | 30 | 28 | 9 | 2 | 0 | 1 | 1 | 5 | 1 | 0 | 0 | 321 | 367 | 500 | 867 | 179 | 364 | 17 | 3 | 384 | 146 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2013 | 17 | ROK MLE | DSL Mariners | — | 233 | 211 | 34 | 5 | 2 | 1 | 16 | 61 | 3 | 14 | 8 | 161 | 230 | 218 | 448 | 57 | 211 | 26 | 7 | 199 | 21 | — | — | — | — | — | — |
| 2014 | 18 | ROK MLE | AZL Mariners | — | 210 | 186 | 29 | 4 | 2 | 2 | 18 | 68 | 1 | 14 | 2 | 156 | 234 | 231 | 465 | 75 | 220 | 32 | 9 | 205 | 25 | — | — | — | — | — | — |
| 2015 | 19 | A MLE | Clinton LumberKings | — | 32 | 31 | 4 | 1 | 1 | 0 | 1 | 14 | 0 | 1 | 0 | 129 | 156 | 226 | 382 | 97 | 187 | 44 | 3 | 141 | -18 | — | — | — | — | — | — |
| 2016 | 20 | A MLE | Clinton LumberKings | — | 432 | 387 | 91 | 20 | 8 | 2 | 32 | 136 | 0 | 4 | 2 | 235 | 294 | 344 | 637 | 109 | 336 | 31 | 7 | 270 | 69 | — | — | — | — | — | — |
| 2017 | 21 | A+ MLE | Modesto Nuts | — | 283 | 264 | 53 | 8 | 3 | 8 | 14 | 110 | 1 | 7 | 4 | 201 | 244 | 345 | 588 | 144 | 299 | 39 | 5 | 252 | 57 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Clinton LumberKings | — | 223 | 199 | 38 | 4 | 7 | 5 | 15 | 71 | 0 | 5 | 4 | 191 | 248 | 357 | 604 | 166 | 249 | 32 | 7 | 256 | 59 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | Modesto Nuts | — | 370 | 341 | 75 | 18 | 1 | 11 | 21 | 85 | 0 | 2 | 5 | 220 | 265 | 375 | 641 | 155 | 250 | 23 | 6 | 275 | 72 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | Arkansas Travelers | — | 211 | 198 | 42 | 9 | 1 | 2 | 11 | 58 | 0 | 4 | 1 | 212 | 254 | 298 | 552 | 86 | 280 | 27 | 5 | 236 | 46 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Modesto Nuts | — | 192 | 173 | 41 | 4 | 0 | 8 | 13 | 56 | 1 | 4 | 2 | 237 | 294 | 399 | 693 | 162 | 281 | 29 | 7 | 294 | 85 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | Tacoma Rainiers | — | 337 | 308 | 79 | 11 | 5 | 6 | 21 | 95 | 0 | 3 | 0 | 256 | 304 | 383 | 687 | 127 | 329 | 28 | 6 | 299 | 88 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | El Paso Chihuahuas | — | 390 | 343 | 67 | 21 | 2 | 12 | 34 | 124 | 2 | 6 | 1 | 195 | 272 | 373 | 645 | 178 | 247 | 32 | 9 | 277 | 74 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | El Paso Chihuahuas | — | 276 | 242 | 56 | 13 | 2 | 6 | 28 | 78 | 0 | 8 | 7 | 231 | 311 | 376 | 687 | 145 | 297 | 28 | 10 | 300 | 89 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | Gwinnett Stripers | — | 280 | 264 | 59 | 14 | 1 | 3 | 14 | 89 | 1 | 7 | 0 | 223 | 265 | 318 | 583 | 95 | 319 | 32 | 5 | 252 | 57 | — | — | — | — | — | — |
| 2024 | 28 | ROK MLE | FCL Braves | — | 17 | 15 | 3 | 1 | 0 | 0 | 2 | 4 | 0 | 0 | 0 | 200 | 294 | 267 | 561 | 67 | 213 | 24 | 12 | 228 | 40 | — | — | — | — | — | — |
| 2013 | 17 | ROK MLE | DSL Mariners | — | 233 | 211 | 34 | 5 | 2 | 1 | 16 | 61 | 3 | 14 | 8 | 161 | 230 | 218 | 448 | 57 | 220 | 26 | 7 | 199 | 21 | — | — | — | — | — | — |
| 2013 | 17 | ROK RAW | DSL Mariners | — | 233 | 204 | 52 | 8 | 3 | 2 | 23 | 50 | 3 | 14 | 8 | 255 | 339 | 353 | 692 | 98 | 327 | 21 | 10 | 313 | 21 | — | — | — | — | — | — |
| 2014 | 18 | ROK MLE | AZL Mariners | — | 210 | 186 | 29 | 4 | 2 | 2 | 18 | 68 | 1 | 14 | 2 | 156 | 234 | 231 | 465 | 75 | 231 | 32 | 9 | 205 | 25 | — | — | — | — | — | — |
| 2014 | 18 | ROK RAW | AZL Mariners | — | 210 | 175 | 37 | 6 | 3 | 2 | 29 | 47 | 1 | 14 | 2 | 211 | 327 | 314 | 641 | 103 | 276 | 22 | 14 | 291 | 25 | — | — | — | — | — | — |
| 2015 | 19 | A MLE | Clinton LumberKings | — | 32 | 31 | 4 | 1 | 1 | 0 | 1 | 14 | 0 | 1 | 0 | 129 | 156 | 226 | 382 | 97 | 235 | 44 | 3 | 141 | -18 | — | — | — | — | — | — |
| 2015 | 19 | A RAW | Clinton LumberKings | — | 32 | 30 | 4 | 1 | 1 | 0 | 2 | 10 | 0 | 1 | 0 | 133 | 188 | 233 | 421 | 100 | 200 | 31 | 6 | 191 | -18 | — | — | — | — | — | — |
| 2016 | 20 | A MLE | Clinton LumberKings | — | 432 | 387 | 91 | 20 | 8 | 2 | 32 | 136 | 0 | 4 | 2 | 235 | 294 | 344 | 637 | 109 | 356 | 31 | 7 | 270 | 69 | — | — | — | — | — | — |
| 2016 | 20 | A RAW | Clinton LumberKings | — | 432 | 372 | 96 | 19 | 8 | 2 | 47 | 100 | 0 | 4 | 2 | 258 | 341 | 368 | 710 | 110 | 347 | 23 | 11 | 312 | 69 | — | — | — | — | — | — |
| 2017 | 21 | A+ MLE | 2 teams | — | 506 | 463 | 92 | 12 | 10 | 13 | 29 | 182 | 1 | 12 | 8 | 199 | 247 | 352 | 600 | 153 | 290 | 36 | 6 | 254 | 58 | — | — | — | — | — | — |
| 2017 | 21 | A+ RAW | 2 teams | — | 506 | 448 | 110 | 16 | 14 | 14 | 44 | 131 | 1 | 12 | 8 | 246 | 314 | 438 | 752 | 192 | 313 | 26 | 9 | 323 | 58 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | 2 teams | — | 449 | 412 | 91 | 21 | 2 | 13 | 26 | 104 | 1 | 3 | 5 | 221 | 269 | 376 | 645 | 155 | 261 | 23 | 6 | 275 | 72 | — | — | — | — | — | — |
| 2018 | 22 | A+ RAW | 2 teams | — | 449 | 396 | 98 | 23 | 3 | 12 | 42 | 75 | 1 | 3 | 5 | 247 | 321 | 412 | 733 | 164 | 275 | 17 | 9 | 320 | 72 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 3 teams | — | 514 | 475 | 105 | 16 | 1 | 13 | 30 | 146 | 1 | 10 | 3 | 221 | 269 | 341 | 610 | 120 | 289 | 28 | 6 | 264 | 65 | — | — | — | — | — | — |
| 2019 | 23 | AA RAW | 3 teams | — | 514 | 460 | 120 | 19 | 2 | 11 | 45 | 109 | 1 | 10 | 3 | 261 | 328 | 383 | 711 | 122 | 319 | 21 | 9 | 316 | 65 | — | — | — | — | — | — |
| 2020 | 24 | INTL MLE | Leones del Escogido | — | 38 | 34 | 13 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 0 | 382 | 432 | 588 | 1.021 | 206 | 400 | 8 | 5 | — | — | — | — | — | — | — | — |
| 2020 | 24 | INTL RAW | Leones del Escogido | — | 38 | 34 | 13 | 2 | 1 | 1 | 2 | 3 | 1 | 1 | 0 | 382 | 432 | 588 | 1.021 | 206 | 400 | 8 | 5 | 435 | 181 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | 2 teams | — | 422 | 386 | 99 | 14 | 6 | 7 | 26 | 119 | 2 | 3 | 1 | 256 | 307 | 378 | 685 | 122 | 343 | 28 | 6 | 299 | 88 | — | — | — | — | — | — |
| 2021 | 25 | AAA RAW | 2 teams | — | 422 | 372 | 104 | 16 | 5 | 8 | 40 | 93 | 2 | 3 | 1 | 280 | 353 | 414 | 767 | 134 | 344 | 22 | 9 | 338 | 88 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | 2 teams | — | 447 | 396 | 77 | 24 | 2 | 14 | 38 | 142 | 2 | 9 | 1 | 194 | 268 | 371 | 640 | 177 | 257 | 32 | 9 | 277 | 74 | — | — | — | — | — | — |
| 2022 | 26 | AAA RAW | 2 teams | — | 447 | 379 | 96 | 30 | 2 | 21 | 55 | 109 | 2 | 9 | 1 | 253 | 351 | 509 | 860 | 256 | 295 | 24 | 12 | 367 | 74 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | 2 teams | — | 358 | 314 | 72 | 17 | 2 | 8 | 37 | 101 | 0 | 10 | 7 | 229 | 311 | 373 | 683 | 143 | 305 | 28 | 10 | 300 | 89 | — | — | — | — | — | — |
| 2023 | 27 | AAA RAW | 2 teams | — | 358 | 306 | 82 | 21 | 4 | 9 | 45 | 72 | 0 | 10 | 7 | 268 | 362 | 451 | 813 | 183 | 317 | 20 | 13 | 355 | 89 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | 3 teams | — | 410 | 381 | 84 | 20 | 1 | 4 | 23 | 129 | 2 | 11 | 2 | 220 | 268 | 310 | 578 | 89 | 320 | 31 | 6 | 251 | 56 | — | — | — | — | — | — |
| 2024 | 28 | AAA RAW | 3 teams | — | 410 | 370 | 97 | 25 | 2 | 7 | 34 | 94 | 2 | 11 | 2 | 262 | 328 | 397 | 725 | 135 | 332 | 23 | 8 | 322 | 56 | — | — | — | — | — | — |
| 2025 | 29 | INTL MLE | Toros del Este | — | 30 | 28 | 9 | 2 | 0 | 1 | 1 | 5 | 1 | 0 | 0 | 321 | 367 | 500 | 867 | 179 | 364 | 17 | 3 | — | — | — | — | — | — | — | — |
| 2025 | 29 | INTL RAW | Toros del Este | — | 30 | 28 | 9 | 2 | 0 | 1 | 1 | 5 | 1 | 0 | 0 | 321 | 367 | 500 | 867 | 179 | 364 | 17 | 3 | 384 | 146 | — | — | — | — | — | — |
| 2013 | 17 | ROK MLE | DSL Mariners | — | 233 | 212 | 34 | 5 | 2 | 1 | 16 | 61 | 3 | 14 | 8 | 160 | 230 | 217 | 447 | 57 | 211 | 26 | 7 | 199 | 21 | — | — | — | — | — | — |
| 2014 | 18 | ROK MLE | AZL Mariners | — | 210 | 189 | 29 | 4 | 2 | 2 | 18 | 68 | 1 | 14 | 2 | 153 | 234 | 228 | 462 | 74 | 220 | 32 | 9 | 205 | 25 | — | — | — | — | — | — |
| 2015 | 19 | A MLE | Clinton LumberKings | — | 32 | 31 | 4 | 1 | 1 | 0 | 1 | 14 | 0 | 1 | 0 | 129 | 156 | 226 | 382 | 97 | 187 | 44 | 3 | 141 | -18 | — | — | — | — | — | — |
| 2016 | 20 | A MLE | Clinton LumberKings | — | 432 | 397 | 91 | 20 | 8 | 2 | 32 | 136 | 0 | 4 | 2 | 229 | 294 | 335 | 629 | 106 | 336 | 31 | 7 | 270 | 69 | — | — | — | — | — | — |
| 2017 | 21 | A+ MLE | 2 teams | — | 506 | 471 | 92 | 12 | 10 | 13 | 29 | 182 | 1 | 12 | 8 | 195 | 247 | 346 | 594 | 151 | 277 | 36 | 6 | 254 | 58 | — | — | — | — | — | — |
| 2018 | 22 | A+ MLE | 2 teams | — | 449 | 419 | 91 | 21 | 2 | 13 | 26 | 104 | 1 | 3 | 5 | 217 | 269 | 370 | 639 | 153 | 250 | 23 | 6 | 275 | 72 | — | — | — | — | — | — |
| 2019 | 23 | AA MLE | 3 teams | — | 514 | 478 | 105 | 16 | 1 | 13 | 30 | 146 | 1 | 10 | 3 | 220 | 269 | 339 | 608 | 119 | 280 | 28 | 6 | 264 | 65 | — | — | — | — | — | — |
| 2021 | 25 | AAA MLE | 2 teams | — | 422 | 391 | 99 | 14 | 6 | 7 | 26 | 119 | 2 | 3 | 1 | 253 | 307 | 373 | 680 | 120 | 329 | 28 | 6 | 299 | 88 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | 2 teams | — | 447 | 404 | 77 | 24 | 2 | 14 | 38 | 142 | 2 | 9 | 1 | 191 | 268 | 364 | 632 | 173 | 247 | 32 | 9 | 277 | 74 | — | — | — | — | — | — |
| 2023 | 27 | AAA MLE | 2 teams | — | 358 | 318 | 72 | 17 | 2 | 8 | 37 | 101 | 0 | 10 | 7 | 226 | 311 | 368 | 678 | 142 | 297 | 28 | 10 | 300 | 89 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | 3 teams | — | 410 | 382 | 84 | 20 | 1 | 4 | 23 | 129 | 2 | 11 | 2 | 220 | 268 | 309 | 577 | 89 | 313 | 31 | 6 | 251 | 56 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 28 | AAA MLE | 3 teams | — | 410 | 382 | 84 | 20 | 1 | 4 | 23 | 129 | 2 | 11 | 2 | 220 | 268 | 309 | 577 | 89 | 313 | 31 | 6 | 251 | 56 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 4081 | 3704 | 800 | 158 | 38 | 79 | 279 | 1210 | 15 | 92 | 39 | 216 | 274 | 343 | 617 | 127 | 295 | 30 | 7 | 259 | 62 | -186 | +3 | -0 | -27 | +88 | -12.4 | |
| / 162G | — | MLE | — | 650 | 590 | 128 | 25 | 6 | 13 | 44 | 193 | 2 | 15 | 6 | 217 | 273 | 346 | 619 | 129 | 296 | 30 | 7 | 259 | 62 | -30 | +1 | -0 | -4 | +14 | -2.0 | |
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.
2024 AAAGwinnett Stripers · 280 PAwOBA .310 → .252 (−58)K% 25.4% → 31.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.36% | ÷0.958 | ×1.200 | — | — | 31.75% |
| BB% (unintentional) /PA | 7.50% | ÷1.001 | ×0.690 | — | ×0.982 | 5.08% |
| HBP% /PA | 0.36% | — | ×0.940 | — | ×0.982 | 0.33% |
| Singles /BIP | 24.73% | ÷0.977 | ×0.930 | ×1.008 | ×0.982 | 23.32% |
| Doubles /BIP | 9.14% | ÷0.961 | ×0.830 | ×1.008 | ×0.982 | 7.82% |
| Triples /BIP | 0.54% | ÷1.150 | ×0.970 | ×1.008 | ×0.982 | 0.45% |
| Home runs /BIP | 2.15% | ÷0.968 | ×0.700 | — | ×0.982 | 1.53% |
Factors used: league row International League. Park (home-season share, regressed): HR 94, 1B 95, 2B 92, 3B 130, K 92, BB 100 — 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 ×1.008.
Result: wOBA .310 → .252; ISO .121 → .091; BABIP .350 → .319. 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 ROKFCL Braves · 17 PAwOBA .339 → .228 (−111)K% 17.6% → 24.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.65% | ÷1.037 | ×1.440 | — | — | 24.50% |
| BB% (unintentional) /PA | 23.53% | ÷0.965 | ×0.620 | — | ×0.940 | 14.21% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.940 | 0.00% |
| Singles /BIP | 20.00% | ÷1.047 | ×0.820 | — | ×0.940 | 14.72% |
| Doubles /BIP | 10.00% | ÷1.022 | ×0.720 | — | ×0.940 | 6.62% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.720 | — | ×0.940 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.266 | ×0.780 | — | ×0.940 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 153, 1B 109, 2B 104, 3B 130, K 107, BB 93 — applied at half strength. Age: age 29 vs a level average of 19.5 → −6.0% on BB/HBP/hit rates (9.5 yr older than average).
Result: wOBA .339 → .228; ISO .077 → .053; BABIP .300 → .213. 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 AAAEl Paso Chihuahuas · 276 PAwOBA .358 → .300 (−58)K% 23.2% → 28.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.19% | ÷0.985 | ×1.200 | — | — | 28.26% |
| BB% (unintentional) /PA | 14.49% | ÷0.963 | ×0.690 | — | ×0.992 | 10.30% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.992 | 0.00% |
| Singles /BIP | 20.48% | ÷0.958 | ×0.930 | ×1.034 | ×0.992 | 20.40% |
| Doubles /BIP | 9.04% | ÷0.975 | ×0.830 | ×1.034 | ×0.992 | 7.89% |
| Triples /BIP | 1.20% | ÷1.150 | ×0.970 | ×1.034 | ×0.992 | 1.04% |
| Home runs /BIP | 5.42% | ÷1.052 | ×0.700 | — | ×0.992 | 3.58% |
Factors used: league row International League. Park (home-season share, regressed): HR 110, 1B 92, 2B 95, 3B 130, K 97, BB 93 — 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 ×1.034.
Result: wOBA .358 → .300; ISO .200 → .153; BABIP .317 → .297. 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 AAAEl Paso Chihuahuas · 390 PAwOBA .375 → .277 (−98)K% 25.4% → 31.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.38% | ÷0.959 | ×1.200 | — | — | 31.78% |
| BB% (unintentional) /PA | 12.31% | ÷0.990 | ×0.690 | — | ×1.003 | 8.60% |
| HBP% /PA | 0.51% | — | ×0.940 | — | ×1.003 | 0.48% |
| Singles /BIP | 15.65% | ÷1.047 | ×0.930 | ×1.006 | ×1.003 | 14.04% |
| Doubles /BIP | 12.17% | ÷1.133 | ×0.830 | ×1.006 | ×1.003 | 9.00% |
| Triples /BIP | 0.87% | ÷1.002 | ×0.970 | ×1.006 | ×1.003 | 0.85% |
| Home runs /BIP | 8.70% | ÷1.138 | ×0.700 | — | ×1.003 | 5.37% |
Factors used: league row International League. Park (home-season share, regressed): HR 128, 1B 109, 2B 127, 3B 100, K 92, BB 98 — 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 ×1.006.
Result: wOBA .375 → .277; ISO .280 → .188; BABIP .307 → .247. 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 AAATacoma Rainiers · 337 PAwOBA .339 → .299 (−41)K% 23.4% → 28.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.44% | ÷0.994 | ×1.200 | — | — | 28.31% |
| BB% (unintentional) /PA | 9.20% | ÷1.045 | ×0.690 | — | ×1.018 | 6.19% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.018 | 0.00% |
| Singles /BIP | 26.03% | ÷0.952 | ×0.930 | ×1.002 | ×1.018 | 25.94% |
| Doubles /BIP | 5.94% | ÷0.989 | ×0.830 | ×1.002 | ×1.018 | 5.08% |
| Triples /BIP | 2.28% | ÷0.977 | ×0.920 | ×1.002 | ×1.018 | 2.19% |
| Home runs /BIP | 3.65% | ÷0.970 | ×0.700 | — | ×1.018 | 2.68% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 90, 2B 98, 3B 95, K 99, BB 109 — 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 ×1.002.
Result: wOBA .339 → .299; ISO .158 → .130; BABIP .342 → .329. 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 AAArkansas Travelers · 211 PAwOBA .272 → .236 (−36)K% 23.2% → 27.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.22% | ÷1.031 | ×1.220 | — | — | 27.47% |
| BB% (unintentional) /PA | 7.11% | ÷1.010 | ×0.700 | — | ×1.012 | 4.98% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.012 | 0.00% |
| Singles /BIP | 22.76% | ÷0.966 | ×0.920 | ×0.950 | ×1.012 | 20.83% |
| Doubles /BIP | 6.90% | ÷0.916 | ×0.840 | ×0.950 | ×1.012 | 6.08% |
| Triples /BIP | 0.69% | ÷0.922 | ×0.940 | ×0.950 | ×1.012 | 0.68% |
| Home runs /BIP | 1.38% | ÷0.784 | ×0.800 | — | ×1.012 | 1.42% |
Factors used: league row TL. Park (home-season share, regressed): HR 57, 1B 93, 2B 83, 3B 84, K 106, BB 102 — 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 ×0.950.
Result: wOBA .272 → .236; ISO .093 → .086; BABIP .308 → .280. 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+Modesto Nuts · 192 PAwOBA .343 → .294 (−49)K% 21.4% → 29.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.35% | ÷0.976 | ×1.340 | — | — | 29.32% |
| BB% (unintentional) /PA | 9.90% | ÷1.052 | ×0.710 | — | ×0.988 | 6.60% |
| HBP% /PA | 0.52% | — | ×0.790 | — | ×0.988 | 0.41% |
| Singles /BIP | 28.00% | ÷1.005 | ×0.910 | ×0.950 | ×0.988 | 23.79% |
| Doubles /BIP | 4.00% | ÷1.050 | ×0.820 | ×0.950 | ×0.988 | 2.93% |
| Triples /BIP | 0.00% | ÷1.022 | ×0.760 | ×0.950 | ×0.988 | 0.00% |
| Home runs /BIP | 5.60% | ÷0.768 | ×0.920 | — | ×0.988 | 6.63% |
Factors used: league row CAL. Park (home-season share, regressed): HR 54, 1B 101, 2B 110, 3B 104, K 95, BB 110 — applied at half strength. Age: age 24 vs a level average of 22.8 → −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 .343 → .294; ISO .157 → .168; BABIP .333 → .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).
2018 A+Modesto Nuts · 370 PAwOBA .318 → .275 (−43)K% 17.0% → 23.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.03% | ÷0.990 | ×1.340 | — | — | 23.05% |
| BB% (unintentional) /PA | 8.92% | ÷1.106 | ×0.710 | — | ×0.998 | 5.71% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×0.998 | 0.00% |
| Singles /BIP | 18.49% | ÷1.003 | ×0.910 | ×1.027 | ×0.998 | 17.20% |
| Doubles /BIP | 7.55% | ÷0.951 | ×0.820 | ×1.027 | ×0.998 | 6.67% |
| Triples /BIP | 0.75% | ÷1.150 | ×0.760 | ×1.027 | ×0.998 | 0.51% |
| Home runs /BIP | 4.15% | ÷0.925 | ×0.920 | — | ×0.998 | 4.12% |
Factors used: league row CAL. Park (home-season share, regressed): HR 85, 1B 101, 2B 90, 3B 130, K 98, BB 121 — 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 ×1.027.
Result: wOBA .318 → .275; ISO .174 → .161; BABIP .275 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .