Ramón Rodríguez
C Nashville Sounds| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 25 | A+/INTL2 orgs | 398 | .262/.356/.414 | 10 | 6 | 82 | — | .206/.278/.342 |
| 2025 | 26 | AAMIL | 81 | .359/.474/.484 | 2 | 0 | 132 | — | .313/.410/.388 |
| 2026 | 27 | AAAMIL | 215 | .236/.300/.313 | 3 | 1 | 44 | — | .206/.258/.261 |
| 2027PROJ10% MLB | 28 | MLBMIL | 13 | .217/.274/.307 | 0 | 0 | 66 | -0.0 | |
| 2028PROJ27% MLB | 29 | MLBMIL | 43 | .216/.273/.306 | 1 | 0 | 65 | -0.0 |
Tools · ContractCON 64 / POW 36
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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.
| 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) | |||||||||||||||||||||||||||||||
| 2017 | 18 | ROK | Ogden Raptors | — | 120 | 105 | 34 | 8 | 1 | 2 | 10 | 15 | 2 | 0 | 0 | 324 | 393 | 476 | 869 | 152 | 352 | 12 | 8 | 378 | 88 | — | — | — | — | — | — |
| 2018 | 19 | A | Great Lakes Loons | — | 120 | 110 | 23 | 4 | 0 | 1 | 8 | 17 | 1 | 0 | 0 | 209 | 269 | 273 | 542 | 64 | 239 | 14 | 7 | 249 | 32 | — | — | — | — | — | — |
| 2018 | 19 | ROK | Ogden Raptors | — | 132 | 116 | 29 | 5 | 0 | 0 | 14 | 13 | 0 | 0 | 1 | 250 | 331 | 293 | 624 | 43 | 276 | 10 | 11 | 287 | 37 | — | — | — | — | — | — |
| 2021 | 22 | AA | Bowie Baysox | — | 19 | 17 | 3 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 0 | 176 | 263 | 235 | 498 | 59 | 300 | 37 | 11 | 236 | 10 | — | — | — | — | — | — |
| 2021 | 22 | A+ | Aberdeen IronBirds | — | 86 | 82 | 25 | 4 | 0 | 4 | 3 | 14 | 0 | 0 | 0 | 305 | 329 | 500 | 829 | 195 | 323 | 16 | 3 | 360 | 78 | — | — | — | — | — | — |
| 2021 | 22 | A | Delmarva Shorebirds | — | 102 | 91 | 20 | 5 | 0 | 1 | 8 | 18 | 2 | 0 | 0 | 220 | 297 | 308 | 605 | 88 | 260 | 18 | 8 | 277 | 30 | — | — | — | — | — | — |
| 2021 | 22 | INTL | Indios de Mayaguez | — | 50 | 42 | 8 | 2 | 0 | 1 | 5 | 7 | 1 | 0 | 0 | 190 | 292 | 310 | 601 | 119 | 194 | 14 | 10 | 268 | 67 | — | — | — | — | — | — |
| 2022 | 23 | AAA | Norfolk Tides | — | 17 | 17 | 10 | 1 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 588 | 588 | 824 | 1.412 | 235 | 643 | 12 | 0 | 624 | 267 | — | — | — | — | — | — |
| 2022 | 23 | A+ | Aberdeen IronBirds | — | 204 | 182 | 44 | 2 | 1 | 2 | 15 | 25 | 3 | 7 | 1 | 242 | 310 | 297 | 607 | 55 | 266 | 12 | 7 | 276 | 45 | — | — | — | — | — | — |
| 2022 | 23 | INTL | Indios de Mayaguez | — | 70 | 61 | 9 | 1 | 0 | 0 | 5 | 8 | 1 | 0 | 0 | 148 | 224 | 164 | 388 | 16 | 164 | 11 | 7 | 182 | 9 | — | — | — | — | — | — |
| 2023 | 24 | AAA | Norfolk Tides | — | 48 | 39 | 11 | 2 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 282 | 391 | 333 | 725 | 51 | 297 | 6 | 15 | 325 | 88 | — | — | — | — | — | — |
| 2023 | 24 | AA | Bowie Baysox | — | 137 | 114 | 25 | 5 | 0 | 3 | 19 | 14 | 0 | 1 | 1 | 219 | 331 | 342 | 673 | 123 | 220 | 10 | 14 | 301 | 60 | — | — | — | — | — | — |
| 2023 | 24 | A | Delmarva Shorebirds | — | 19 | 19 | 5 | 1 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 263 | 263 | 316 | 579 | 53 | 294 | 11 | 0 | 258 | 22 | — | — | — | — | — | — |
| 2023 | 24 | INTL | Indios de Mayaguez | — | 19 | 16 | 1 | 0 | 0 | 0 | 3 | 4 | 0 | 0 | 1 | 62 | 211 | 62 | 273 | 83 | 21 | 16 | 158 | -7 | — | — | — | — | — | — | |
| 2024 | 25 | A+ | Wisconsin Timber Rattlers | — | 303 | 262 | 66 | 16 | 0 | 10 | 32 | 32 | 5 | 5 | 2 | 252 | 344 | 427 | 772 | 176 | 250 | 11 | 11 | 342 | 70 | — | — | — | — | — | — |
| 2024 | 25 | INTL | Senadores de San Juan | — | 95 | 81 | 24 | 6 | 0 | 0 | 11 | 9 | 2 | 1 | 0 | 296 | 394 | 370 | 764 | 74 | 333 | 9 | 12 | 349 | 122 | — | — | — | — | — | — |
| 2025 | 26 | AA | Biloxi Shuckers | — | 81 | 64 | 23 | 2 | 0 | 2 | 9 | 4 | 5 | 0 | 0 | 359 | 474 | 484 | 959 | 125 | 344 | 5 | 11 | 418 | 132 | — | — | — | — | — | — |
| 2026 | 27 | AAA | Nashville Sounds | — | 215 | 195 | 46 | 6 | 0 | 3 | 14 | 33 | 4 | 1 | 0 | 236 | 300 | 313 | 613 | 77 | 269 | 15 | 7 | 280 | 44 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 18 | ROK MLE | Ogden Raptors | — | 120 | 109 | 29 | 6 | 1 | 2 | 6 | 22 | 2 | 0 | 0 | 266 | 316 | 394 | 711 | 128 | 293 | 18 | 5 | 298 | 88 | — | — | — | — | — | — |
| 2018 | 19 | A MLE | Great Lakes Loons | — | 120 | 112 | 23 | 4 | 0 | 1 | 6 | 23 | 1 | 0 | 0 | 205 | 252 | 268 | 520 | 62 | 234 | 19 | 5 | 216 | 32 | — | — | — | — | — | — |
| 2018 | 19 | ROK MLE | Ogden Raptors | — | 132 | 122 | 25 | 4 | 0 | 0 | 8 | 19 | 0 | 0 | 1 | 205 | 254 | 238 | 492 | 33 | 231 | 14 | 6 | 223 | 37 | — | — | — | — | — | — |
| 2021 | 22 | AA MLE | Bowie Baysox | — | 19 | 18 | 3 | 1 | 0 | 0 | 1 | 9 | 0 | 0 | 0 | 167 | 211 | 222 | 433 | 56 | 287 | 47 | 5 | 183 | 10 | — | — | — | — | — | — |
| 2021 | 22 | A+ MLE | Aberdeen IronBirds | — | 86 | 83 | 20 | 3 | 0 | 3 | 2 | 19 | 0 | 0 | 0 | 241 | 259 | 386 | 644 | 145 | 276 | 22 | 2 | 283 | 78 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | Delmarva Shorebirds | — | 102 | 94 | 17 | 4 | 0 | 1 | 5 | 24 | 2 | 0 | 0 | 181 | 238 | 255 | 493 | 74 | 222 | 24 | 5 | 213 | 30 | — | — | — | — | — | — |
| 2022 | 23 | AAA MLE | Norfolk Tides | — | 17 | 17 | 10 | 1 | 0 | 1 | 0 | 2 | 0 | 0 | 0 | 588 | 588 | 824 | 1.412 | 235 | 636 | 12 | 0 | 563 | 267 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | Aberdeen IronBirds | — | 204 | 188 | 41 | 2 | 1 | 2 | 9 | 33 | 3 | 7 | 1 | 218 | 265 | 271 | 536 | 53 | 243 | 16 | 4 | 234 | 45 | — | — | — | — | — | — |
| 2023 | 24 | AAA MLE | Norfolk Tides | — | 48 | 41 | 11 | 2 | 0 | 0 | 5 | 4 | 0 | 1 | 0 | 268 | 348 | 317 | 665 | 49 | 276 | 8 | 10 | 298 | 88 | — | — | — | — | — | — |
| 2023 | 24 | AA MLE | Bowie Baysox | — | 137 | 120 | 24 | 4 | 0 | 2 | 13 | 17 | 0 | 1 | 1 | 200 | 278 | 283 | 562 | 83 | 206 | 12 | 9 | 257 | 60 | — | — | — | — | — | — |
| 2023 | 24 | A MLE | Delmarva Shorebirds | — | 19 | 19 | 4 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 211 | 211 | 263 | 474 | 53 | 249 | 16 | 0 | 201 | 22 | — | — | — | — | — | — |
| 2024 | 25 | A+ MLE | Wisconsin Timber Rattlers | — | 303 | 272 | 56 | 13 | 0 | 8 | 22 | 41 | 5 | 5 | 2 | 206 | 278 | 342 | 620 | 136 | 206 | 14 | 7 | 271 | 70 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Biloxi Shuckers | — | 81 | 67 | 21 | 2 | 0 | 1 | 6 | 5 | 5 | 0 | 0 | 313 | 410 | 388 | 798 | 75 | 299 | 6 | 7 | 363 | 132 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Nashville Sounds | — | 215 | 199 | 41 | 5 | 0 | 2 | 10 | 40 | 4 | 1 | 0 | 206 | 258 | 261 | 520 | 55 | 244 | 19 | 5 | 233 | 44 | — | — | — | — | — | — |
| 2017 | 18 | ROK MLE | Ogden Raptors | — | 120 | 109 | 29 | 6 | 1 | 2 | 6 | 22 | 2 | 0 | 0 | 266 | 316 | 394 | 711 | 128 | 307 | 18 | 5 | 298 | 88 | — | — | — | — | — | — |
| 2017 | 18 | ROK RAW | Ogden Raptors | — | 120 | 105 | 34 | 8 | 1 | 2 | 10 | 15 | 2 | 0 | 0 | 324 | 393 | 476 | 869 | 152 | 352 | 12 | 8 | 378 | 88 | — | — | — | — | — | — |
| 2018 | 19 | ROK MLE | 2 teams | — | 252 | 234 | 46 | 7 | 0 | 1 | 14 | 41 | 1 | 0 | 1 | 197 | 245 | 239 | 484 | 43 | 232 | 16 | 6 | 220 | 35 | — | — | — | — | — | — |
| 2018 | 19 | ROK RAW | 2 teams | — | 252 | 226 | 52 | 9 | 0 | 1 | 22 | 30 | 1 | 0 | 1 | 230 | 301 | 283 | 584 | 53 | 259 | 12 | 9 | 269 | 35 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | 4 teams | — | 257 | 239 | 49 | 9 | 0 | 5 | 11 | 64 | 3 | 0 | 0 | 205 | 249 | 305 | 554 | 100 | 253 | 25 | 4 | 239 | 48 | — | — | — | — | — | — |
| 2021 | 22 | A RAW | 4 teams | — | 257 | 232 | 56 | 12 | 0 | 6 | 18 | 46 | 3 | 0 | 0 | 241 | 304 | 371 | 675 | 129 | 272 | 18 | 7 | 300 | 48 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | 3 teams | — | 291 | 268 | 65 | 3 | 1 | 3 | 12 | 47 | 4 | 7 | 1 | 243 | 285 | 295 | 580 | 52 | 278 | 16 | 4 | 259 | 62 | — | — | — | — | — | — |
| 2022 | 23 | A+ RAW | 3 teams | — | 291 | 260 | 63 | 4 | 1 | 3 | 20 | 35 | 4 | 7 | 1 | 242 | 306 | 300 | 606 | 58 | 264 | 12 | 7 | 274 | 62 | — | — | — | — | — | — |
| 2023 | 24 | AA MLE | 4 teams | — | 223 | 197 | 42 | 7 | 0 | 2 | 20 | 26 | 0 | 2 | 2 | 213 | 286 | 279 | 565 | 66 | 231 | 12 | 9 | 261 | 63 | — | — | — | — | — | — |
| 2023 | 24 | AA RAW | 4 teams | — | 223 | 188 | 42 | 8 | 0 | 3 | 29 | 23 | 0 | 2 | 2 | 223 | 327 | 314 | 641 | 90 | 235 | 10 | 13 | 291 | 63 | — | — | — | — | — | — |
| 2024 | 25 | A+ MLE | 2 teams | — | 398 | 357 | 74 | 17 | 0 | 11 | 29 | 54 | 7 | 6 | 2 | 207 | 280 | 347 | 627 | 140 | 213 | 14 | 7 | 271 | 70 | — | — | — | — | — | — |
| 2024 | 25 | A+ RAW | 2 teams | — | 398 | 343 | 90 | 22 | 0 | 10 | 43 | 41 | 7 | 6 | 2 | 262 | 356 | 414 | 770 | 152 | 270 | 10 | 11 | 343 | 70 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Biloxi Shuckers | — | 81 | 67 | 21 | 2 | 0 | 1 | 6 | 5 | 5 | 0 | 0 | 313 | 410 | 388 | 798 | 75 | 312 | 6 | 7 | 363 | 132 | — | — | — | — | — | — |
| 2025 | 26 | AA RAW | Biloxi Shuckers | — | 81 | 64 | 23 | 2 | 0 | 2 | 9 | 4 | 5 | 0 | 0 | 359 | 474 | 484 | 959 | 125 | 344 | 5 | 11 | 418 | 132 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Nashville Sounds | — | 215 | 199 | 41 | 5 | 0 | 2 | 10 | 40 | 4 | 1 | 0 | 206 | 258 | 261 | 520 | 55 | 247 | 19 | 5 | 233 | 44 | — | — | — | — | — | — |
| 2026 | 27 | AAA RAW | Nashville Sounds | — | 215 | 195 | 46 | 6 | 0 | 3 | 14 | 33 | 4 | 1 | 0 | 236 | 300 | 313 | 613 | 77 | 269 | 15 | 7 | 280 | 44 | — | — | — | — | — | — |
| 2017 | 18 | ROK MLE | Ogden Raptors | — | 120 | 111 | 29 | 6 | 1 | 2 | 6 | 22 | 2 | 0 | 0 | 261 | 316 | 387 | 704 | 126 | 293 | 18 | 5 | 298 | 88 | — | — | — | — | — | — |
| 2018 | 19 | ROK MLE | 2 teams | — | 252 | 235 | 46 | 7 | 0 | 1 | 14 | 41 | 1 | 0 | 1 | 196 | 245 | 238 | 483 | 43 | 232 | 16 | 6 | 220 | 35 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | 4 teams | — | 257 | 241 | 49 | 9 | 0 | 5 | 11 | 64 | 3 | 0 | 0 | 203 | 249 | 303 | 552 | 100 | 250 | 25 | 4 | 239 | 48 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | 3 teams | — | 291 | 273 | 65 | 3 | 1 | 3 | 12 | 47 | 4 | 7 | 1 | 238 | 285 | 289 | 575 | 51 | 273 | 16 | 4 | 259 | 62 | — | — | — | — | — | — |
| 2023 | 24 | AA MLE | 4 teams | — | 223 | 201 | 42 | 7 | 0 | 2 | 20 | 26 | 0 | 2 | 2 | 209 | 286 | 274 | 559 | 65 | 226 | 12 | 9 | 261 | 63 | — | — | — | — | — | — |
| 2024 | 25 | A+ MLE | 2 teams | — | 398 | 359 | 74 | 17 | 0 | 11 | 29 | 54 | 7 | 6 | 2 | 206 | 280 | 345 | 625 | 139 | 206 | 14 | 7 | 271 | 70 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Biloxi Shuckers | — | 81 | 70 | 21 | 2 | 0 | 1 | 6 | 5 | 5 | 0 | 0 | 300 | 410 | 371 | 782 | 71 | 299 | 6 | 7 | 363 | 132 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Nashville Sounds | — | 215 | 199 | 41 | 5 | 0 | 2 | 10 | 40 | 4 | 1 | 0 | 206 | 258 | 261 | 520 | 55 | 244 | 19 | 5 | 233 | 44 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 25 | A+ MLE | 2 teams | — | 398 | 359 | 74 | 17 | 0 | 11 | 29 | 54 | 7 | 6 | 2 | 206 | 280 | 345 | 625 | 139 | 206 | 14 | 7 | 271 | 70 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Biloxi Shuckers | — | 81 | 70 | 21 | 2 | 0 | 1 | 6 | 5 | 5 | 0 | 0 | 300 | 410 | 371 | 782 | 71 | 299 | 6 | 7 | 363 | 132 | — | — | — | — | — | — |
| 2026 | 27 | AAA MLE | Nashville Sounds | — | 215 | 199 | 41 | 5 | 0 | 2 | 10 | 40 | 4 | 1 | 0 | 206 | 258 | 261 | 520 | 55 | 244 | 19 | 5 | 233 | 44 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB MLE | MIL | 10% | 244 | 225 | 49 | 8 | 1 | 3 | 13 | 55 | 4 | 3 | 1 | 219 | 276 | 310 | 586 | 90 | 273 | 23 | 5 | 265 | 66 | -10 | +0 | +0 | +4 | +5 | 0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB CTX | MIL | 10% | 13 | 12 | 2 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 217 | 274 | 307 | 581 | 90 | 269 | 23 | 8 | 263 | 66 | -1 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 29 | MLB MLE | MIL | 27% | 159 | 146 | 31 | 5 | 0 | 2 | 9 | 36 | 3 | 1 | 0 | 218 | 276 | 308 | 584 | 90 | 273 | 23 | 6 | 265 | 65 | -7 | +0 | -1 | +3 | +3 | -0.2 |
| 2028 | 29 | MLB CTX | MIL | 27% | 43 | 40 | 8 | 1 | 0 | 1 | 2 | 10 | 1 | 0 | 0 | 216 | 273 | 306 | 579 | 90 | 268 | 23 | 5 | 263 | 65 | -2 | +0 | -0 | +1 | +1 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 43 | 40 | 8 | 1 | 0 | 1 | 2 | 10 | 1 | 0 | 0 | 200 | 256 | 300 | 556 | 100 | 241 | 23 | 5 | 263 | 61 | -2 | +0 | -0 | +1 | +1 | -0.0 | |
| / 162G | — | A+C | — | 650 | 605 | 121 | 15 | 0 | 15 | 30 | 151 | 15 | 0 | 0 | 200 | 255 | 299 | 555 | 99 | 241 | 23 | 5 | 263 | 61 | -27 | +0 | -6 | +12 | +14 | -0.7 | |
| Career | — | MLE | — | 2124 | 1934 | 423 | 65 | 2 | 31 | 124 | 364 | 31 | 19 | 6 | 219 | 277 | 302 | 579 | 84 | 250 | 17 | 6 | 259 | 61 | -12 | +1 | -1 | +5 | +6 | -0.1 | |
| / 162G | — | MLE | — | 650 | 592 | 129 | 20 | 1 | 9 | 38 | 111 | 9 | 6 | 2 | 218 | 275 | 301 | 576 | 83 | 249 | 17 | 6 | 259 | 61 | -27 | +1 | -3 | +12 | +14 | -0.3 | |
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 AAANashville Sounds · 215 PAwOBA .274 → .233 (−41)K% 15.3% → 18.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.35% | ÷1.000 | ×1.200 | — | — | 18.42% |
| BB% (unintentional) /PA | 6.51% | ÷1.000 | ×0.690 | — | ×0.992 | 4.46% |
| HBP% /PA | 1.86% | — | ×0.940 | — | ×0.992 | 1.73% |
| Singles /BIP | 22.84% | ÷1.000 | ×0.930 | ×1.003 | ×0.992 | 21.13% |
| Doubles /BIP | 3.70% | ÷1.000 | ×0.830 | ×1.003 | ×0.992 | 3.06% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | ×1.003 | ×0.992 | 0.00% |
| Home runs /BIP | 1.85% | ÷1.000 | ×0.700 | — | ×0.992 | 1.29% |
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 ×1.003.
Result: wOBA .274 → .233; ISO .077 → .057; BABIP .269 → .244. 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 AABiloxi Shuckers · 81 PAwOBA .424 → .363 (−61)K% 4.9% → 6.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 4.94% | ÷0.932 | ×1.220 | — | — | 6.47% |
| BB% (unintentional) /PA | 11.11% | ÷1.008 | ×0.680 | — | ×0.978 | 7.33% |
| HBP% /PA | 6.17% | — | ×0.840 | — | ×0.978 | 5.07% |
| Singles /BIP | 31.67% | ÷0.976 | ×0.920 | ×0.958 | ×0.978 | 27.96% |
| Doubles /BIP | 3.33% | ÷1.091 | ×0.910 | ×0.958 | ×0.978 | 2.60% |
| Triples /BIP | 0.00% | ÷1.083 | ×0.880 | ×0.958 | ×0.978 | 0.00% |
| Home runs /BIP | 3.33% | ÷1.170 | ×0.800 | — | ×0.978 | 2.23% |
Factors used: league row SL. Park (home-season share, regressed): HR 134, 1B 95, 2B 118, 3B 117, K 86, BB 102 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.958.
Result: wOBA .424 → .363; ISO .125 → .095; BABIP .344 → .299. 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+Wisconsin Timber Rattlers · 303 PAwOBA .337 → .271 (−67)K% 10.6% → 13.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.56% | ÷0.993 | ×1.270 | — | — | 13.51% |
| BB% (unintentional) /PA | 10.56% | ÷0.995 | ×0.710 | — | ×0.968 | 7.30% |
| HBP% /PA | 1.65% | — | ×0.790 | — | ×0.968 | 1.26% |
| Singles /BIP | 17.39% | ÷1.022 | ×0.920 | ×0.978 | ×0.968 | 14.82% |
| Doubles /BIP | 6.96% | ÷0.991 | ×0.810 | ×0.978 | ×0.968 | 5.38% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | ×0.978 | ×0.968 | 0.00% |
| Home runs /BIP | 4.35% | ÷0.979 | ×0.800 | — | ×0.968 | 3.44% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 96, 1B 104, 2B 98, 3B 130, K 99, BB 99 — applied at half strength. Age: age 26 vs a level average of 22.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.978.
Result: wOBA .337 → .271; ISO .176 → .141; BABIP .250 → .206. 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 AABowie Baysox · 137 PAwOBA .301 → .257 (−44)K% 10.2% → 12.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.22% | ÷0.988 | ×1.220 | — | — | 12.62% |
| BB% (unintentional) /PA | 13.87% | ÷0.989 | ×0.700 | — | ×0.998 | 9.79% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×0.998 | 0.00% |
| Singles /BIP | 17.00% | ÷0.965 | ×0.970 | ×0.982 | ×0.998 | 16.75% |
| Doubles /BIP | 5.00% | ÷1.046 | ×0.860 | ×0.982 | ×0.998 | 4.03% |
| Triples /BIP | 0.00% | ÷0.998 | ×0.950 | ×0.982 | ×0.998 | 0.00% |
| Home runs /BIP | 3.00% | ÷1.208 | ×0.780 | — | ×0.998 | 1.93% |
Factors used: league row EL. Park (home-season share, regressed): HR 142, 1B 93, 2B 109, 3B 100, K 98, BB 98 — 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 ×0.982.
Result: wOBA .301 → .257; ISO .123 → .092; BABIP .220 → .206. 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 AAANorfolk Tides · 48 PAwOBA .324 → .298 (−26)K% 6.2% → 7.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 6.25% | ÷0.980 | ×1.200 | — | — | 7.65% |
| BB% (unintentional) /PA | 14.58% | ÷0.948 | ×0.690 | — | ×1.033 | 10.97% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.033 | 0.00% |
| Singles /BIP | 25.00% | ÷1.019 | ×0.930 | — | ×1.033 | 23.58% |
| Doubles /BIP | 5.56% | ÷1.015 | ×0.830 | — | ×1.033 | 4.69% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | — | ×1.033 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.995 | ×0.700 | — | ×1.033 | 0.00% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 104, 2B 103, 3B 80, K 96, BB 90 — 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).
Result: wOBA .324 → .298; ISO .051 → .047; BABIP .297 → .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).
2023 ADelmarva Shorebirds · 19 PAwOBA .251 → .201 (−49)K% 10.5% → 14.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.53% | ÷1.008 | ×1.360 | — | — | 14.20% |
| BB% (unintentional) /PA | 0.00% | ÷1.065 | ×0.690 | — | ×0.970 | 0.00% |
| HBP% /PA | 0.00% | — | ×0.780 | — | ×0.970 | 0.00% |
| Singles /BIP | 23.53% | ÷1.020 | ×0.920 | — | ×0.970 | 20.58% |
| Doubles /BIP | 5.88% | ÷1.101 | ×0.830 | — | ×0.970 | 4.30% |
| Triples /BIP | 0.00% | ÷0.940 | ×0.910 | — | ×0.970 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.020 | ×0.800 | — | ×0.970 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 104, 1B 104, 2B 120, 3B 88, K 102, BB 113 — applied at half strength. Age: age 25 vs a level average of 22.0 → −3.0% on BB/HBP/hit rates (3.0 yr older than average).
Result: wOBA .251 → .201; ISO .053 → .037; BABIP .294 → .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 A+Aberdeen IronBirds · 204 PAwOBA .273 → .234 (−39)K% 12.3% → 16.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.25% | ÷0.991 | ×1.310 | — | — | 16.20% |
| BB% (unintentional) /PA | 7.35% | ÷0.966 | ×0.600 | — | ×0.988 | 4.51% |
| HBP% /PA | 1.47% | — | ×0.770 | — | ×0.988 | 1.12% |
| Singles /BIP | 24.84% | ÷0.980 | ×0.870 | ×1.046 | ×0.988 | 22.79% |
| Doubles /BIP | 1.27% | ÷0.955 | ×0.780 | ×1.046 | ×0.988 | 1.08% |
| Triples /BIP | 0.64% | ÷0.964 | ×0.850 | ×1.046 | ×0.988 | 0.58% |
| Home runs /BIP | 1.27% | ÷1.029 | ×0.880 | — | ×0.988 | 1.08% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 106, 1B 96, 2B 91, 3B 93, K 98, BB 93 — 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 ×1.046.
Result: wOBA .273 → .234; ISO .055 → .048; BABIP .266 → .243. 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 AAANorfolk Tides · 17 PAwOBA .605 → .563 (−42)K% 11.8% → 13.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.76% | ÷1.017 | ×1.200 | — | — | 13.89% |
| BB% (unintentional) /PA | 0.00% | ÷1.048 | ×0.690 | — | ×1.048 | 0.00% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.048 | 0.00% |
| Singles /BIP | 53.33% | ÷0.952 | ×0.930 | — | ×1.048 | 54.59% |
| Doubles /BIP | 6.67% | ÷1.000 | ×0.830 | — | ×1.048 | 5.80% |
| Triples /BIP | 0.00% | ÷1.130 | ×0.970 | — | ×1.048 | 0.00% |
| Home runs /BIP | 6.67% | ÷0.970 | ×0.700 | — | ×1.048 | 5.04% |
Factors used: league row International League. Park (home-season share, regressed): HR 94, 1B 90, 2B 100, 3B 126, K 103, BB 110 — 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).
Result: wOBA .605 → .563; ISO .235 → .180; BABIP .643 → .636. 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 — .