Hamlet Marte
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2021 | 27 | AAA/AA2 orgs | 145 | .206/.278/.328 | 3 | 1 | 31 | — | .180/.230/.267 |
| 2022 | 28 | INTLToros del Este | 16 | .267/.312/.467 | 1 | 0 | 118 | — | |
| 2023 | 29 | AALAD | 102 | .157/.255/.270 | 3 | 1 | 14 | — | .129/.206/.204 |
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) | |||||||||||||||||||||||||||||||
| 2011 | 17 | ROK | DSL Rockies | — | 87 | 72 | 13 | 8 | 0 | 0 | 8 | 18 | 4 | 0 | 1 | 181 | 298 | 292 | 589 | 111 | 232 | 21 | 9 | 268 | 11 | — | — | — | — | — | — |
| 2012 | 18 | ROK | DSL Rockies | — | 85 | 73 | 13 | 2 | 0 | 0 | 10 | 16 | 0 | 1 | 3 | 178 | 277 | 205 | 483 | 27 | 228 | 19 | 12 | 229 | -8 | — | — | — | — | — | — |
| 2013 | 19 | ROK | DSL Rockies | — | 234 | 199 | 58 | 9 | 1 | 7 | 22 | 31 | 9 | 7 | 2 | 291 | 387 | 452 | 839 | 161 | 311 | 13 | 9 | 371 | 47 | — | — | — | — | — | — |
| 2014 | 20 | ROK | Grand Junction Rockies | — | 188 | 167 | 55 | 14 | 2 | 4 | 17 | 37 | 4 | 6 | 5 | 329 | 404 | 509 | 913 | 180 | 405 | 20 | 9 | 404 | 80 | — | — | — | — | — | — |
| 2016 | 22 | A | Asheville Tourists | — | 261 | 241 | 57 | 15 | 2 | 6 | 12 | 83 | 0 | 6 | 4 | 237 | 273 | 390 | 663 | 154 | 327 | 32 | 5 | 284 | 22 | — | — | — | — | — | — |
| 2017 | 23 | A+ | Lancaster JetHawks | — | 266 | 243 | 75 | 20 | 2 | 9 | 21 | 63 | 0 | 2 | 0 | 309 | 362 | 519 | 881 | 210 | 384 | 24 | 8 | 384 | 64 | — | — | — | — | — | — |
| 2017 | 23 | INTL | Estrellas Orientales | — | 20 | 18 | 3 | 0 | 0 | 1 | 2 | 6 | 0 | 0 | 0 | 167 | 250 | 333 | 583 | 167 | 182 | 30 | 10 | 264 | 65 | — | — | — | — | — | — |
| 2018 | 24 | A+ | Rancho Cucamonga Quakes | — | 291 | 257 | 70 | 15 | 2 | 12 | 29 | 67 | 2 | 1 | 0 | 272 | 351 | 486 | 837 | 214 | 320 | 23 | 10 | 365 | 71 | — | — | — | — | — | — |
| 2018 | 24 | INTL | Estrellas Orientales | — | 21 | 18 | 5 | 1 | 0 | 0 | 3 | 6 | 0 | 0 | 0 | 278 | 381 | 333 | 714 | 56 | 417 | 29 | 14 | 333 | 112 | — | — | — | — | — | — |
| 2019 | 25 | AA | Richmond Flying Squirrels | — | 210 | 187 | 35 | 5 | 1 | 2 | 16 | 66 | 2 | 2 | 3 | 187 | 257 | 257 | 514 | 70 | 270 | 31 | 8 | 235 | 13 | — | — | — | — | — | — |
| 2019 | 25 | A+ | San Jose Giants | — | 63 | 53 | 13 | 3 | 0 | 0 | 9 | 16 | 0 | 0 | 0 | 245 | 355 | 302 | 657 | 57 | 342 | 25 | 14 | 304 | 46 | — | — | — | — | — | — |
| 2021 | 27 | AAA | Oklahoma City Dodgers | — | 120 | 111 | 21 | 5 | 1 | 3 | 8 | 50 | 1 | 0 | 0 | 189 | 250 | 333 | 583 | 144 | 310 | 42 | 7 | 262 | 21 | — | — | — | — | — | — |
| 2021 | 27 | AA | Tulsa Drillers | — | 25 | 20 | 6 | 0 | 0 | 0 | 4 | 6 | 0 | 1 | 0 | 300 | 417 | 300 | 717 | 400 | 24 | 16 | 329 | 77 | — | — | — | — | — | — | |
| 2022 | 28 | INTL | Toros del Este | — | 16 | 15 | 4 | 0 | 0 | 1 | 1 | 8 | 0 | 0 | 0 | 267 | 312 | 467 | 779 | 200 | 500 | 50 | 6 | 343 | 118 | — | — | — | — | — | — |
| 2023 | 29 | AA | Tulsa Drillers | — | 102 | 89 | 14 | 1 | 0 | 3 | 11 | 25 | 1 | 1 | 0 | 157 | 255 | 270 | 525 | 112 | 180 | 25 | 11 | 245 | 14 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2011 | 17 | ROK MLE | DSL Rockies | — | 87 | 74 | 9 | 5 | 0 | 0 | 6 | 22 | 4 | 0 | 1 | 122 | 226 | 189 | 415 | 68 | 152 | 25 | 7 | 185 | 11 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Rockies | — | 85 | 76 | 9 | 1 | 0 | 0 | 7 | 20 | 0 | 1 | 3 | 118 | 193 | 132 | 324 | 13 | 155 | 24 | 8 | 156 | -8 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | DSL Rockies | — | 234 | 206 | 38 | 6 | 1 | 3 | 15 | 38 | 9 | 7 | 2 | 184 | 270 | 267 | 537 | 83 | 198 | 16 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2014 | 20 | ROK MLE | Grand Junction Rockies | — | 188 | 174 | 42 | 10 | 1 | 3 | 10 | 53 | 4 | 6 | 5 | 241 | 298 | 362 | 660 | 121 | 331 | 28 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 22 | A MLE | Asheville Tourists | — | 261 | 245 | 43 | 9 | 2 | 3 | 8 | 115 | 0 | 6 | 4 | 176 | 202 | 265 | 467 | 90 | 284 | 44 | 3 | 201 | 22 | — | — | — | — | — | — |
| 2017 | 23 | A+ MLE | Lancaster JetHawks | — | 266 | 250 | 55 | 14 | 1 | 5 | 15 | 94 | 0 | 2 | 0 | 220 | 264 | 344 | 608 | 124 | 330 | 35 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2018 | 24 | A+ MLE | Rancho Cucamonga Quakes | — | 291 | 267 | 56 | 11 | 1 | 10 | 19 | 94 | 2 | 1 | 0 | 210 | 267 | 371 | 638 | 161 | 270 | 32 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2019 | 25 | AA MLE | Richmond Flying Squirrels | — | 210 | 193 | 30 | 4 | 1 | 2 | 11 | 83 | 2 | 2 | 3 | 155 | 209 | 218 | 426 | 62 | 242 | 40 | 5 | 188 | 13 | — | — | — | — | — | — |
| 2019 | 25 | A+ MLE | San Jose Giants | — | 63 | 55 | 10 | 2 | 0 | 0 | 7 | 22 | 0 | 0 | 0 | 182 | 274 | 218 | 492 | 36 | 295 | 35 | 11 | 236 | 46 | — | — | — | — | — | — |
| 2021 | 27 | AAA MLE | Oklahoma City Dodgers | — | 120 | 114 | 18 | 4 | 1 | 2 | 5 | 60 | 1 | 0 | 0 | 158 | 200 | 263 | 463 | 105 | 303 | 50 | 4 | 199 | 21 | — | — | — | — | — | — |
| 2021 | 27 | AA MLE | Tulsa Drillers | — | 25 | 21 | 6 | 0 | 0 | 0 | 3 | 8 | 0 | 1 | 0 | 286 | 375 | 286 | 661 | 358 | 32 | 12 | 282 | 77 | — | — | — | — | — | — | |
| 2023 | 29 | AA MLE | Tulsa Drillers | — | 102 | 93 | 12 | 1 | 0 | 2 | 8 | 30 | 1 | 1 | 0 | 129 | 206 | 204 | 410 | 75 | 163 | 29 | 8 | 189 | 14 | — | — | — | — | — | — |
| 2011 | 17 | ROK MLE | DSL Rockies | — | 87 | 74 | 9 | 5 | 0 | 0 | 6 | 22 | 4 | 0 | 1 | 122 | 226 | 189 | 415 | 68 | 167 | 25 | 7 | 185 | 11 | — | — | — | — | — | — |
| 2011 | 17 | ROK RAW | DSL Rockies | — | 87 | 72 | 13 | 8 | 0 | 0 | 8 | 18 | 4 | 0 | 1 | 181 | 298 | 292 | 589 | 111 | 232 | 21 | 9 | 268 | 11 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Rockies | — | 85 | 76 | 9 | 1 | 0 | 0 | 7 | 20 | 0 | 1 | 3 | 118 | 193 | 132 | 324 | 13 | 161 | 24 | 8 | 156 | -8 | — | — | — | — | — | — |
| 2012 | 18 | ROK RAW | DSL Rockies | — | 85 | 73 | 13 | 2 | 0 | 0 | 10 | 16 | 0 | 1 | 3 | 178 | 277 | 205 | 483 | 27 | 228 | 19 | 12 | 229 | -8 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | DSL Rockies | — | 234 | 206 | 38 | 6 | 1 | 3 | 15 | 38 | 9 | 7 | 2 | 184 | 270 | 267 | 537 | 83 | 208 | 16 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2013 | 19 | ROK RAW | DSL Rockies | — | 234 | 199 | 58 | 9 | 1 | 7 | 22 | 31 | 9 | 7 | 2 | 291 | 387 | 452 | 839 | 161 | 311 | 13 | 9 | 371 | 47 | — | — | — | — | — | — |
| 2014 | 20 | ROK MLE | Grand Junction Rockies | — | 188 | 174 | 42 | 10 | 1 | 3 | 10 | 53 | 4 | 6 | 5 | 241 | 298 | 362 | 660 | 121 | 331 | 28 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2014 | 20 | ROK RAW | Grand Junction Rockies | — | 188 | 167 | 55 | 14 | 2 | 4 | 17 | 37 | 4 | 6 | 5 | 329 | 404 | 509 | 913 | 180 | 405 | 20 | 9 | 404 | 80 | — | — | — | — | — | — |
| 2016 | 22 | A MLE | Asheville Tourists | — | 261 | 245 | 43 | 9 | 2 | 3 | 8 | 115 | 0 | 6 | 4 | 176 | 202 | 265 | 467 | 90 | 305 | 44 | 3 | 201 | 22 | — | — | — | — | — | — |
| 2016 | 22 | A RAW | Asheville Tourists | — | 261 | 241 | 57 | 15 | 2 | 6 | 12 | 83 | 0 | 6 | 4 | 237 | 273 | 390 | 663 | 154 | 327 | 32 | 5 | 284 | 22 | — | — | — | — | — | — |
| 2017 | 23 | A+ MLE | 2 teams | — | 286 | 269 | 59 | 15 | 1 | 5 | 16 | 101 | 0 | 2 | 0 | 219 | 263 | 338 | 601 | 119 | 329 | 35 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2017 | 23 | A+ RAW | 2 teams | — | 286 | 261 | 78 | 20 | 2 | 10 | 23 | 69 | 0 | 2 | 0 | 299 | 354 | 506 | 860 | 207 | 372 | 24 | 8 | 376 | 64 | — | — | — | — | — | — |
| 2018 | 24 | A+ MLE | 2 teams | — | 312 | 286 | 58 | 11 | 1 | 10 | 21 | 100 | 2 | 1 | 0 | 203 | 262 | 353 | 615 | 150 | 268 | 32 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2018 | 24 | A+ RAW | 2 teams | — | 312 | 275 | 75 | 16 | 2 | 12 | 32 | 73 | 2 | 1 | 0 | 273 | 353 | 476 | 829 | 204 | 326 | 23 | 10 | 363 | 71 | — | — | — | — | — | — |
| 2019 | 25 | AA MLE | 2 teams | — | 273 | 248 | 41 | 7 | 1 | 2 | 18 | 105 | 2 | 2 | 3 | 165 | 228 | 226 | 453 | 60 | 269 | 38 | 7 | 199 | 21 | — | — | — | — | — | — |
| 2019 | 25 | AA RAW | 2 teams | — | 273 | 240 | 48 | 8 | 1 | 2 | 25 | 82 | 2 | 2 | 3 | 200 | 280 | 267 | 547 | 67 | 287 | 30 | 9 | 251 | 21 | — | — | — | — | — | — |
| 2021 | 27 | AAA MLE | 2 teams | — | 145 | 135 | 23 | 4 | 1 | 2 | 8 | 68 | 1 | 1 | 0 | 170 | 222 | 259 | 481 | 89 | 318 | 47 | 6 | 213 | 31 | — | — | — | — | — | — |
| 2021 | 27 | AAA RAW | 2 teams | — | 145 | 131 | 27 | 5 | 1 | 3 | 12 | 56 | 1 | 1 | 0 | 206 | 278 | 328 | 606 | 122 | 329 | 39 | 8 | 274 | 31 | — | — | — | — | — | — |
| 2022 | 28 | INTL MLE | Toros del Este | — | 16 | 15 | 4 | 0 | 0 | 1 | 1 | 8 | 0 | 0 | 0 | 267 | 312 | 467 | 779 | 200 | 500 | 50 | 6 | — | — | — | — | — | — | — | — |
| 2022 | 28 | INTL RAW | Toros del Este | — | 16 | 15 | 4 | 0 | 0 | 1 | 1 | 8 | 0 | 0 | 0 | 267 | 312 | 467 | 779 | 200 | 500 | 50 | 6 | 343 | 118 | — | — | — | — | — | — |
| 2023 | 29 | AA MLE | Tulsa Drillers | — | 102 | 93 | 12 | 1 | 0 | 2 | 8 | 30 | 1 | 1 | 0 | 129 | 206 | 204 | 410 | 75 | 164 | 29 | 8 | 189 | 14 | — | — | — | — | — | — |
| 2023 | 29 | AA RAW | Tulsa Drillers | — | 102 | 89 | 14 | 1 | 0 | 3 | 11 | 25 | 1 | 1 | 0 | 157 | 255 | 270 | 525 | 112 | 180 | 25 | 11 | 245 | 14 | — | — | — | — | — | — |
| 2011 | 17 | ROK MLE | DSL Rockies | — | 87 | 77 | 9 | 5 | 0 | 0 | 6 | 22 | 4 | 0 | 1 | 117 | 226 | 182 | 408 | 65 | 152 | 25 | 7 | 185 | 11 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Rockies | — | 85 | 78 | 9 | 1 | 0 | 0 | 7 | 20 | 0 | 1 | 3 | 115 | 193 | 128 | 321 | 13 | 155 | 24 | 8 | 156 | -8 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | DSL Rockies | — | 234 | 208 | 38 | 6 | 1 | 3 | 15 | 38 | 9 | 7 | 2 | 183 | 270 | 264 | 534 | 82 | 198 | 16 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2014 | 20 | ROK MLE | Grand Junction Rockies | — | 188 | 172 | 42 | 10 | 1 | 3 | 10 | 53 | 4 | 6 | 5 | 244 | 298 | 366 | 664 | 122 | 331 | 28 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2016 | 22 | A MLE | Asheville Tourists | — | 261 | 251 | 43 | 9 | 2 | 3 | 8 | 115 | 0 | 6 | 4 | 171 | 202 | 259 | 461 | 88 | 284 | 44 | 3 | 201 | 22 | — | — | — | — | — | — |
| 2017 | 23 | A+ MLE | 2 teams | — | 286 | 268 | 59 | 15 | 1 | 5 | 16 | 101 | 0 | 2 | 0 | 220 | 263 | 340 | 603 | 119 | 330 | 35 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2018 | 24 | A+ MLE | 2 teams | — | 312 | 286 | 58 | 11 | 1 | 10 | 21 | 100 | 2 | 1 | 0 | 203 | 262 | 353 | 615 | 150 | 270 | 32 | 7 | 273 | 71 | — | — | — | — | — | — |
| 2019 | 25 | AA MLE | 2 teams | — | 273 | 251 | 41 | 7 | 1 | 2 | 18 | 105 | 2 | 2 | 3 | 163 | 228 | 223 | 451 | 60 | 254 | 38 | 7 | 199 | 21 | — | — | — | — | — | — |
| 2021 | 27 | AAA MLE | 2 teams | — | 145 | 135 | 23 | 4 | 1 | 2 | 8 | 68 | 1 | 1 | 0 | 170 | 222 | 259 | 481 | 89 | 312 | 47 | 6 | 213 | 31 | — | — | — | — | — | — |
| 2023 | 29 | AA MLE | Tulsa Drillers | — | 102 | 92 | 12 | 1 | 0 | 2 | 8 | 30 | 1 | 1 | 0 | 130 | 206 | 207 | 412 | 76 | 163 | 29 | 8 | 189 | 14 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1989 | 1821 | 338 | 69 | 8 | 31 | 118 | 660 | 23 | 27 | 18 | 186 | 244 | 283 | 527 | 98 | 267 | 33 | 6 | 229 | 41 | -139 | -2 | +0 | +36 | +43 | -6.3 | |
| / 162G | — | MLE | — | 650 | 595 | 111 | 23 | 3 | 10 | 39 | 216 | 8 | 9 | 6 | 187 | 246 | 286 | 532 | 99 | 269 | 33 | 6 | 229 | 41 | -45 | -1 | +0 | +12 | +14 | -2.1 | |
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.
2023 AATulsa Drillers · 102 PAwOBA .239 → .189 (−50)K% 24.5% → 29.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.51% | ÷1.023 | ×1.220 | — | — | 29.22% |
| BB% (unintentional) /PA | 10.78% | ÷0.973 | ×0.700 | — | ×0.958 | 7.43% |
| HBP% /PA | 0.98% | — | ×0.870 | — | ×0.958 | 0.82% |
| Singles /BIP | 15.62% | ÷0.992 | ×0.920 | ×1.037 | ×0.958 | 14.39% |
| Doubles /BIP | 1.56% | ÷0.942 | ×0.840 | ×1.037 | ×0.958 | 1.38% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×1.037 | ×0.958 | 0.00% |
| Home runs /BIP | 4.69% | ÷1.083 | ×0.800 | — | ×0.958 | 3.32% |
Factors used: league row TL. Park (home-season share, regressed): HR 117, 1B 98, 2B 88, 3B 80, K 105, BB 95 — applied at half strength. Age: age 29 vs a level average of 24.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.037.
Result: wOBA .239 → .189; ISO .112 → .081; BABIP .180 → .163. 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 AAAOklahoma City Dodgers · 120 PAwOBA .255 → .199 (−56)K% 41.7% → 50.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 41.67% | ÷0.994 | ×1.200 | — | — | 50.28% |
| BB% (unintentional) /PA | 6.67% | ÷1.015 | ×0.690 | — | ×1.003 | 4.55% |
| HBP% /PA | 0.83% | — | ×0.940 | — | ×1.003 | 0.79% |
| Singles /BIP | 19.67% | ÷0.958 | ×0.930 | ×1.043 | ×1.003 | 19.98% |
| Doubles /BIP | 8.20% | ÷0.941 | ×0.830 | ×1.043 | ×1.003 | 7.57% |
| Triples /BIP | 1.64% | ÷0.900 | ×0.920 | ×1.043 | ×1.003 | 1.75% |
| Home runs /BIP | 4.92% | ÷1.016 | ×0.700 | — | ×1.003 | 3.40% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 92, 2B 88, 3B 80, K 99, BB 103 — 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 ×1.043.
Result: wOBA .255 → .199; ISO .144 → .102; BABIP .310 → .303. Both wOBAs use the same linear weights, so the change is the translation alone. The MLE line is not regressed to the mean — regression happens later, when seasons are blended into a projection (how).
2021 AATulsa Drillers · 25 PAwOBA .335 → .282 (−53)K% 24.0% → 30.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.00% | ÷0.966 | ×1.220 | — | — | 30.30% |
| BB% (unintentional) /PA | 16.00% | ÷1.051 | ×0.690 | — | ×0.978 | 10.28% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×0.978 | 0.00% |
| Singles /BIP | 42.86% | ÷1.030 | ×0.940 | — | ×0.978 | 38.24% |
| Doubles /BIP | 0.00% | ÷1.026 | ×0.870 | — | ×0.978 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.920 | — | ×0.978 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.935 | ×0.780 | — | ×0.978 | 0.00% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 87, 1B 106, 2B 105, 3B 80, K 93, BB 110 — 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).
Result: wOBA .335 → .282; ISO .000 → .000; BABIP .400 → .358. 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 AARichmond Flying Squirrels · 210 PAwOBA .232 → .188 (−44)K% 31.4% → 39.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.43% | ÷0.975 | ×1.220 | — | — | 39.31% |
| BB% (unintentional) /PA | 7.62% | ÷1.011 | ×0.700 | — | ×0.998 | 5.26% |
| HBP% /PA | 0.95% | — | ×0.850 | — | ×0.998 | 0.81% |
| Singles /BIP | 22.31% | ÷1.020 | ×0.970 | ×0.950 | ×0.998 | 20.11% |
| Doubles /BIP | 4.13% | ÷0.916 | ×0.860 | ×0.950 | ×0.998 | 3.68% |
| Triples /BIP | 0.83% | ÷1.147 | ×0.950 | ×0.950 | ×0.998 | 0.65% |
| Home runs /BIP | 1.65% | ÷0.890 | ×0.780 | — | ×0.998 | 1.45% |
Factors used: league row EL. Park (home-season share, regressed): HR 78, 1B 104, 2B 83, 3B 129, K 95, BB 102 — 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 ×0.950.
Result: wOBA .232 → .188; ISO .070 → .057; BABIP .270 → .242. 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+San Jose Giants · 63 PAwOBA .302 → .236 (−67)K% 25.4% → 34.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.40% | ÷0.975 | ×1.340 | — | — | 34.91% |
| BB% (unintentional) /PA | 14.29% | ÷0.936 | ×0.710 | — | ×0.978 | 10.59% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×0.978 | 0.00% |
| Singles /BIP | 27.03% | ÷1.017 | ×0.910 | — | ×0.978 | 23.65% |
| Doubles /BIP | 8.11% | ÷0.973 | ×0.820 | — | ×0.978 | 6.68% |
| Triples /BIP | 0.00% | ÷0.903 | ×0.760 | — | ×0.978 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.947 | ×0.920 | — | ×0.978 | 0.00% |
Factors used: league row CAL. Park (home-season share, regressed): HR 89, 1B 103, 2B 95, 3B 81, K 95, BB 87 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average).
Result: wOBA .302 → .236; ISO .057 → .043; BABIP .342 → .295. 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+Rancho Cucamonga Quakes · 291 PAwOBA .359 → .273 (−86)K% 23.0% → 32.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.02% | ÷0.957 | ×1.340 | — | — | 32.25% |
| BB% (unintentional) /PA | 9.97% | ÷1.066 | ×0.710 | — | ×0.988 | 6.56% |
| HBP% /PA | 0.69% | — | ×0.790 | — | ×0.988 | 0.54% |
| Singles /BIP | 21.58% | ÷1.025 | ×0.910 | ×1.018 | ×0.988 | 19.28% |
| Doubles /BIP | 7.89% | ÷1.076 | ×0.820 | ×1.018 | ×0.988 | 6.05% |
| Triples /BIP | 1.05% | ÷1.150 | ×0.760 | ×1.018 | ×0.988 | 0.70% |
| Home runs /BIP | 6.32% | ÷1.058 | ×0.920 | — | ×0.988 | 5.43% |
Factors used: league row CAL. Park (home-season share, regressed): HR 112, 1B 105, 2B 115, 3B 130, K 91, BB 113 — 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 ×1.018.
Result: wOBA .359 → .273; ISO .214 → .163; BABIP .320 → .270. 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).
2017 A+Lancaster JetHawks · 266 PAwOBA .375 → .263 (−112)K% 23.7% → 35.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.68% | ÷0.897 | ×1.340 | — | — | 35.38% |
| BB% (unintentional) /PA | 7.89% | ÷1.017 | ×0.710 | — | ×0.998 | 5.50% |
| HBP% /PA | 0.00% | — | ×0.790 | — | ×0.998 | 0.00% |
| Singles /BIP | 24.44% | ÷1.004 | ×0.910 | ×1.019 | ×0.998 | 22.54% |
| Doubles /BIP | 11.11% | ÷1.039 | ×0.820 | ×1.019 | ×0.998 | 8.92% |
| Triples /BIP | 1.11% | ÷1.136 | ×0.760 | ×1.019 | ×0.998 | 0.76% |
| Home runs /BIP | 5.00% | ÷1.600 | ×0.920 | — | ×0.998 | 2.87% |
Factors used: league row CAL. Park (home-season share, regressed): HR 220, 1B 101, 2B 108, 3B 127, K 79, BB 103 — 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 ×1.019.
Result: wOBA .375 → .263; ISO .210 → .123; BABIP .384 → .330. 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).
2016 AAsheville Tourists · 261 PAwOBA .280 → .201 (−79)K% 31.8% → 44.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.80% | ÷0.969 | ×1.340 | — | — | 43.98% |
| BB% (unintentional) /PA | 4.60% | ÷0.987 | ×0.660 | — | — | 3.07% |
| HBP% /PA | 0.00% | — | ×0.770 | — | — | 0.00% |
| Singles /BIP | 21.52% | ÷0.964 | ×0.920 | ×1.019 | — | 20.92% |
| Doubles /BIP | 9.49% | ÷1.267 | ×0.820 | ×1.019 | — | 6.26% |
| Triples /BIP | 1.27% | ÷0.900 | ×0.940 | ×1.019 | — | 1.35% |
| Home runs /BIP | 3.80% | ÷1.232 | ×0.820 | — | — | 2.53% |
Factors used: league row SAL. Park (home-season share, regressed): HR 146, 1B 93, 2B 153, 3B 80, K 94, BB 97 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.019.
Result: wOBA .280 → .201; ISO .154 → .095; BABIP .327 → .284. 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 — .