James Outman
CF Detroit Tigers| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 27 | AAAOklahoma City… | 319 | .279/.392/.543 | 17 | 11 | 107 | — | .231/.316/.431 |
| 2024 | 27 | MLBLAD | 156 | .147/.256/.265 | 4 | 2 | 55 | -0.2 | |
| 2025 | 28 | AAAMIN | 390 | .281/.374/.576 | 23 | 17 | 86 | — | .219/.288/.405 |
| 2025 | 28 | MLBMIN | 148 | .134/.216/.321 | 6 | 1 | 50 | -0.5 | |
| 2026 | 29 | AAADET | 81 | .191/.312/.382 | 3 | 1 | 45 | — | .141/.238/.268 |
| 2026 | 29 | MLBDET | 170 | .172/.235/.318 | 5 | 6 | 58 | -0.4 | |
| 2027PROJ | 30 | MLBDET | 238 | .193/.270/.360 | 8 | 7 | 80 | 0.1 | |
| 2028PROJ65% MLB | 31 | MLBDET | 185 | .189/.265/.350 | 6 | 4 | 76 | -0.2 |
Tools · Splits · ContractCON 30 / POW 55
Career Stats + Projections
Methodology▸ how these numbers are built
All seasons translated to park-neutral MLB-equivalent (MLE) and combined per year. 2027 = full-season projection (no games played yet). 2028+ via Advanced Marcel + aging curve.
| Year | Age | Lvl | Team | MLB% | PA | AB | H | 2B | 3B | HR | BB | SO | HBP | SB | CS | AVG | OBP | SLG | OPS | ISO | BABIP | K% | BB% | wOBA | wRC+ | BAT | RUN | FLD | POS | REP | WAR |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ▸ Career — actual stats, one row per stint (as recorded, no adjustments) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK | Ogden Raptors | — | 237 | 208 | 55 | 8 | 3 | 11 | 24 | 56 | 4 | 12 | 2 | 264 | 352 | 490 | 842 | 226 | 310 | 24 | 10 | 369 | 50 | — | — | — | — | — | — |
| 2019 | 22 | A | Great Lakes Loons | — | 509 | 442 | 100 | 15 | 4 | 19 | 56 | 128 | 8 | 20 | 10 | 226 | 324 | 407 | 731 | 181 | 272 | 25 | 11 | 327 | 51 | — | — | — | — | — | — |
| 2021 | 24 | AA | Tulsa Drillers | — | 187 | 166 | 48 | 9 | 1 | 9 | 18 | 51 | 3 | 2 | 2 | 289 | 369 | 518 | 887 | 229 | 368 | 27 | 10 | 390 | 95 | — | — | — | — | — | — |
| 2021 | 24 | A+ | Great Lakes Loons | — | 304 | 248 | 62 | 12 | 8 | 9 | 45 | 88 | 10 | 21 | 2 | 250 | 386 | 472 | 858 | 222 | 349 | 29 | 15 | 380 | 74 | — | — | — | — | — | — |
| 2021 | 24 | INTL | Glendale Desert Dogs | — | 83 | 67 | 19 | 7 | 1 | 3 | 15 | 23 | 1 | 2 | 1 | 284 | 422 | 552 | 974 | 269 | 390 | 28 | 18 | 425 | 174 | — | — | — | — | — | — |
| 2022 | 25 | MLB | Los Angeles Dodgers | — | 16 | 13 | 6 | 2 | 0 | 1 | 2 | 7 | 1 | 0 | 0 | 462 | 562 | 846 | 1.409 | 385 | 1.000 | 44 | 12 | 593 | 294 | +4 | +0 | -0 | -6 | +0 | -0.2 |
| 2022 | 25 | AAA | Oklahoma City Dodgers | — | 252 | 212 | 62 | 14 | 6 | 15 | 32 | 63 | 4 | 6 | 1 | 292 | 394 | 627 | 1.021 | 335 | 343 | 25 | 13 | 431 | 120 | — | — | — | — | — | — |
| 2022 | 25 | AA | Tulsa Drillers | — | 307 | 261 | 77 | 17 | 1 | 16 | 38 | 89 | 6 | 7 | 3 | 295 | 397 | 552 | 948 | 257 | 386 | 29 | 12 | 412 | 101 | — | — | — | — | — | — |
| 2023 | 26 | MLB | Los Angeles Dodgers | — | 567 | 483 | 120 | 16 | 3 | 23 | 68 | 181 | 12 | 16 | 3 | 248 | 355 | 437 | 792 | 188 | 343 | 32 | 12 | 353 | 128 | +19 | +2 | +5 | +2 | +12 | 4.1 |
| 2024 | 27 | MLB | Los Angeles Dodgers | — | 156 | 136 | 20 | 4 | 0 | 4 | 16 | 55 | 4 | 2 | 1 | 147 | 256 | 265 | 521 | 118 | 208 | 35 | 10 | 246 | 55 | -8 | +0 | +1 | +2 | +3 | -0.2 |
| 2024 | 27 | AAA | Oklahoma City Baseball Club | — | 319 | 265 | 74 | 15 | 2 | 17 | 44 | 81 | 6 | 11 | 1 | 279 | 392 | 543 | 936 | 264 | 335 | 25 | 14 | 405 | 107 | — | — | — | — | — | — |
| 2025 | 28 | MLB | Minnesota Twins | — | 148 | 134 | 18 | 5 | 1 | 6 | 12 | 63 | 2 | 1 | 0 | 134 | 216 | 321 | 537 | 187 | 185 | 43 | 8 | 242 | 50 | -9 | +0 | -1 | +2 | +3 | -0.5 |
| 2025 | 28 | AAA | St. Paul Saints | — | 390 | 335 | 94 | 22 | 4 | 23 | 45 | 120 | 5 | 17 | 3 | 281 | 374 | 576 | 950 | 296 | 360 | 31 | 12 | 406 | 86 | — | — | — | — | — | — |
| 2026 | 29 | MLB | Detroit Tigers | — | 170 | 157 | 27 | 4 | 2 | 5 | 10 | 71 | 3 | 6 | 3 | 172 | 235 | 318 | 554 | 146 | 272 | 42 | 6 | 250 | 58 | -8 | +0 | +0 | +1 | +4 | -0.4 |
| 2026 | 29 | AAA | Toledo Mud Hens | — | 81 | 68 | 13 | 4 | 0 | 3 | 8 | 30 | 4 | 1 | 1 | 191 | 312 | 382 | 695 | 191 | 278 | 37 | 10 | 313 | 45 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 1057 | 923 | 191 | 31 | 6 | 39 | 108 | 377 | 22 | 25 | 7 | 207 | 305 | 380 | 685 | 173 | 297 | 36 | 10 | 309 | 95 | -6 | +2 | +5 | +0 | +23 | 2.5 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK MLE | Ogden Raptors | — | 237 | 218 | 38 | 5 | 2 | 7 | 14 | 81 | 4 | 12 | 2 | 174 | 237 | 312 | 549 | 138 | 231 | 34 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Great Lakes Loons | — | 509 | 461 | 80 | 12 | 3 | 14 | 37 | 168 | 8 | 20 | 10 | 174 | 247 | 304 | 551 | 130 | 232 | 33 | 7 | 244 | 51 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | Tulsa Drillers | — | 187 | 172 | 41 | 7 | 1 | 7 | 12 | 64 | 3 | 2 | 2 | 238 | 299 | 413 | 712 | 174 | 337 | 34 | 6 | 309 | 95 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | Great Lakes Loons | — | 304 | 263 | 48 | 9 | 5 | 7 | 30 | 117 | 10 | 21 | 2 | 183 | 290 | 335 | 625 | 152 | 288 | 38 | 10 | 278 | 74 | — | — | — | — | — | — |
| 2022 | 25 | MLB MLE | Los Angeles Dodgers | — | 16 | 13 | 6 | 2 | 0 | 1 | 2 | 7 | 1 | 0 | 0 | 462 | 562 | 846 | 1.409 | 385 | 1.000 | 44 | 12 | 603 | 294 | +4 | +0 | -0 | -6 | +0 | -0.2 |
| 2022 | 25 | AAA MLE | Oklahoma City Dodgers | — | 252 | 224 | 53 | 12 | 6 | 11 | 21 | 75 | 4 | 6 | 1 | 237 | 313 | 491 | 804 | 254 | 297 | 30 | 8 | 345 | 120 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Tulsa Drillers | — | 307 | 273 | 63 | 13 | 1 | 12 | 26 | 112 | 6 | 7 | 3 | 231 | 311 | 418 | 729 | 187 | 332 | 36 | 8 | 318 | 101 | — | — | — | — | — | — |
| 2023 | 26 | MLB MLE | Los Angeles Dodgers | — | 567 | 484 | 122 | 17 | 4 | 22 | 67 | 181 | 12 | 16 | 3 | 252 | 357 | 440 | 797 | 188 | 343 | 32 | 12 | 357 | 128 | +19 | +2 | +5 | +2 | +12 | 4.1 |
| 2024 | 27 | MLB MLE | Los Angeles Dodgers | — | 156 | 136 | 20 | 4 | 0 | 4 | 16 | 55 | 4 | 2 | 1 | 147 | 256 | 265 | 521 | 118 | 208 | 35 | 10 | 250 | 55 | -8 | +0 | +1 | +2 | +3 | -0.2 |
| 2024 | 27 | AAA MLE | Oklahoma City Baseball Club | — | 319 | 281 | 65 | 13 | 2 | 13 | 29 | 98 | 6 | 11 | 1 | 231 | 316 | 431 | 747 | 199 | 297 | 31 | 9 | 327 | 107 | — | — | — | — | — | — |
| 2025 | 28 | MLB MLE | Minnesota Twins | — | 148 | 134 | 18 | 5 | 1 | 6 | 12 | 63 | 2 | 1 | 0 | 134 | 216 | 321 | 537 | 187 | 185 | 43 | 8 | 241 | 50 | -9 | +0 | -1 | +2 | +3 | -0.5 |
| 2025 | 28 | AAA MLE | St. Paul Saints | — | 390 | 351 | 77 | 18 | 4 | 13 | 29 | 145 | 5 | 17 | 3 | 219 | 288 | 405 | 693 | 185 | 312 | 37 | 7 | 296 | 86 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | Detroit Tigers | — | 170 | 157 | 27 | 4 | 2 | 5 | 10 | 71 | 3 | 6 | 3 | 172 | 235 | 318 | 554 | 146 | 272 | 42 | 6 | 254 | 58 | -8 | +0 | +0 | +1 | +4 | -0.4 |
| 2026 | 29 | AAA MLE | Toledo Mud Hens | — | 81 | 71 | 10 | 3 | 0 | 2 | 5 | 36 | 4 | 1 | 1 | 141 | 237 | 268 | 505 | 127 | 236 | 44 | 6 | 234 | 45 | — | — | — | — | — | — |
| 2018 | 21 | ROK MLE | Ogden Raptors | — | 237 | 218 | 38 | 5 | 2 | 7 | 14 | 81 | 4 | 12 | 2 | 174 | 237 | 312 | 549 | 138 | 237 | 34 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2018 | 21 | ROK RAW | Ogden Raptors | — | 237 | 208 | 55 | 8 | 3 | 11 | 24 | 56 | 4 | 12 | 2 | 264 | 352 | 490 | 842 | 226 | 310 | 24 | 10 | 369 | 50 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Great Lakes Loons | — | 509 | 461 | 80 | 12 | 3 | 14 | 37 | 168 | 8 | 20 | 10 | 174 | 247 | 304 | 551 | 130 | 234 | 33 | 7 | 244 | 51 | — | — | — | — | — | — |
| 2019 | 22 | A RAW | Great Lakes Loons | — | 509 | 442 | 100 | 15 | 4 | 19 | 56 | 128 | 8 | 20 | 10 | 226 | 324 | 407 | 731 | 181 | 272 | 25 | 11 | 327 | 51 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | 3 teams | — | 574 | 509 | 104 | 19 | 7 | 17 | 50 | 212 | 14 | 25 | 5 | 204 | 293 | 369 | 663 | 165 | 310 | 37 | 9 | 290 | 82 | — | — | — | — | — | — |
| 2021 | 24 | A+ RAW | 3 teams | — | 574 | 481 | 129 | 28 | 10 | 21 | 78 | 162 | 14 | 25 | 5 | 268 | 386 | 499 | 885 | 231 | 361 | 28 | 14 | 390 | 82 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | 3 teams | — | 575 | 509 | 123 | 27 | 7 | 24 | 50 | 194 | 11 | 13 | 4 | 242 | 323 | 464 | 786 | 222 | 334 | 34 | 9 | 338 | 115 | — | — | — | — | — | — |
| 2022 | 25 | AA RAW | 3 teams | — | 575 | 486 | 145 | 33 | 7 | 32 | 72 | 159 | 11 | 13 | 4 | 298 | 400 | 593 | 993 | 294 | 377 | 28 | 13 | 425 | 115 | — | — | — | — | — | — |
| 2023 | 26 | MLB MLE | Los Angeles Dodgers | — | 567 | 484 | 122 | 17 | 4 | 22 | 67 | 181 | 12 | 16 | 3 | 252 | 357 | 440 | 797 | 188 | 351 | 32 | 12 | 357 | 128 | +19 | +2 | +5 | +2 | +12 | 4.1 |
| 2023 | 26 | MLB RAW | Los Angeles Dodgers | — | 567 | 483 | 120 | 16 | 3 | 23 | 68 | 181 | 12 | 16 | 3 | 248 | 355 | 437 | 792 | 188 | 343 | 32 | 12 | 353 | 128 | +19 | +2 | +5 | +2 | +12 | 4.1 |
| 2024 | 27 | AAA MLE | 2 teams | — | 475 | 417 | 85 | 17 | 2 | 17 | 45 | 153 | 10 | 13 | 2 | 204 | 297 | 376 | 673 | 173 | 272 | 32 | 9 | 302 | 90 | — | — | — | — | — | — |
| 2024 | 27 | AAA RAW | 2 teams | — | 475 | 401 | 94 | 19 | 2 | 21 | 60 | 136 | 10 | 13 | 2 | 234 | 347 | 449 | 796 | 214 | 296 | 29 | 13 | 353 | 90 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 538 | 485 | 94 | 23 | 5 | 18 | 41 | 208 | 7 | 18 | 3 | 194 | 266 | 373 | 640 | 179 | 288 | 39 | 8 | 281 | 76 | — | — | — | — | — | — |
| 2025 | 28 | AAA RAW | 2 teams | — | 538 | 469 | 112 | 27 | 5 | 29 | 57 | 183 | 7 | 18 | 3 | 239 | 330 | 503 | 833 | 264 | 317 | 34 | 11 | 361 | 76 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | 2 teams | — | 251 | 228 | 37 | 7 | 2 | 7 | 15 | 107 | 7 | 7 | 4 | 162 | 236 | 303 | 539 | 140 | 261 | 43 | 6 | 248 | 54 | -14 | -0 | +0 | +1 | +5 | -0.8 |
| 2026 | 29 | MLB RAW | 2 teams | — | 251 | 225 | 40 | 8 | 2 | 8 | 18 | 101 | 7 | 7 | 4 | 178 | 260 | 338 | 598 | 160 | 274 | 40 | 7 | 270 | 54 | -14 | -0 | +0 | +1 | +5 | -0.8 |
| 2018 | 21 | ROK MLE | Ogden Raptors | — | 237 | 217 | 38 | 5 | 2 | 7 | 14 | 81 | 4 | 12 | 2 | 175 | 237 | 313 | 551 | 138 | 231 | 34 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | Great Lakes Loons | — | 509 | 459 | 80 | 12 | 3 | 14 | 37 | 168 | 8 | 20 | 10 | 174 | 247 | 305 | 552 | 131 | 232 | 33 | 7 | 244 | 51 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | 3 teams | — | 574 | 505 | 104 | 19 | 7 | 17 | 50 | 212 | 14 | 25 | 5 | 206 | 293 | 372 | 665 | 166 | 307 | 37 | 9 | 290 | 82 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | 3 teams | — | 575 | 509 | 123 | 27 | 7 | 24 | 50 | 194 | 11 | 13 | 4 | 242 | 323 | 464 | 786 | 222 | 335 | 34 | 9 | 338 | 115 | — | — | — | — | — | — |
| 2023 | 26 | MLB MLE | Los Angeles Dodgers | — | 567 | 483 | 122 | 17 | 4 | 22 | 67 | 181 | 12 | 16 | 3 | 253 | 357 | 441 | 798 | 188 | 343 | 32 | 12 | 357 | 128 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | 2 teams | — | 475 | 417 | 85 | 17 | 2 | 17 | 45 | 153 | 10 | 13 | 2 | 204 | 297 | 376 | 673 | 173 | 268 | 32 | 9 | 302 | 90 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 538 | 485 | 94 | 23 | 5 | 18 | 41 | 208 | 7 | 18 | 3 | 194 | 266 | 373 | 640 | 179 | 277 | 39 | 8 | 281 | 76 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | 2 teams | — | 251 | 227 | 37 | 7 | 2 | 7 | 15 | 107 | 7 | 7 | 4 | 163 | 236 | 304 | 540 | 141 | 260 | 43 | 6 | 248 | 54 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 27 | AAA MLE | 2 teams | — | 475 | 417 | 85 | 17 | 2 | 17 | 45 | 153 | 10 | 13 | 2 | 204 | 297 | 376 | 673 | 173 | 268 | 32 | 9 | 302 | 90 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | 2 teams | — | 538 | 485 | 94 | 23 | 5 | 18 | 41 | 208 | 7 | 18 | 3 | 194 | 266 | 373 | 640 | 179 | 277 | 39 | 8 | 281 | 76 | — | — | — | — | — | — |
| 2026 | 29 | MLB MLE | 2 teams | — | 251 | 227 | 37 | 7 | 2 | 7 | 15 | 107 | 7 | 7 | 4 | 163 | 236 | 304 | 540 | 141 | 260 | 43 | 6 | 248 | 54 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB MLE | DET | 100% | 406 | 365 | 71 | 14 | 3 | 14 | 31 | 143 | 7 | 12 | 3 | 197 | 274 | 370 | 644 | 173 | 273 | 35 | 8 | 287 | 80 | -10 | +1 | -0 | +1 | +9 | 0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB CTX | DET | 100% | 238 | 214 | 41 | 8 | 2 | 8 | 18 | 84 | 4 | 7 | 1 | 193 | 270 | 360 | 630 | 167 | 268 | 35 | 8 | 281 | 80 | -6 | +1 | -0 | +1 | +5 | 0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 31 | MLB MLE | DET | 65% | 285 | 256 | 50 | 10 | 2 | 10 | 22 | 102 | 5 | 5 | 1 | 193 | 269 | 360 | 629 | 168 | 269 | 36 | 8 | 281 | 76 | -8 | +1 | -3 | +1 | +6 | -0.3 |
| 2028 | 31 | MLB CTX | DET | 65% | 185 | 166 | 31 | 6 | 1 | 6 | 14 | 66 | 3 | 4 | 1 | 189 | 265 | 350 | 616 | 162 | 264 | 36 | 8 | 275 | 76 | -5 | +0 | -2 | +1 | +4 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1242 | 1089 | 222 | 37 | 7 | 45 | 122 | 443 | 25 | 29 | 8 | 204 | 299 | 375 | 673 | 171 | 292 | 36 | 10 | 304 | 85 | -12 | +3 | +3 | +1 | +27 | 2.3 | |
| / 162G | — | A+C | — | 650 | 570 | 117 | 19 | 4 | 24 | 64 | 232 | 13 | 15 | 4 | 205 | 300 | 379 | 679 | 174 | 293 | 36 | 10 | 304 | 85 | -6 | +1 | +2 | +1 | +14 | 1.2 | |
| Career | — | MLE | — | 4249 | 3781 | 774 | 145 | 36 | 144 | 359 | 1490 | 82 | 136 | 35 | 205 | 288 | 376 | 664 | 172 | 290 | 35 | 8 | 294 | 85 | -20 | +4 | +2 | +2 | +34 | 2.3 | |
| / 162G | — | MLE | — | 650 | 578 | 119 | 22 | 6 | 22 | 55 | 228 | 13 | 21 | 5 | 206 | 289 | 379 | 668 | 173 | 292 | 35 | 8 | 294 | 85 | -8 | +2 | +1 | +1 | +14 | 1.0 | |
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.
2026 AAAToledo Mud Hens · 81 PAwOBA .309 → .234 (−75)K% 37.0% → 44.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 37.04% | ÷1.000 | ×1.200 | — | — | 44.44% |
| BB% (unintentional) /PA | 9.88% | ÷1.000 | ×0.690 | — | ×0.982 | 6.69% |
| HBP% /PA | 4.94% | — | ×0.940 | — | ×0.982 | 4.56% |
| Singles /BIP | 15.79% | ÷1.000 | ×0.930 | — | ×0.982 | 14.42% |
| Doubles /BIP | 10.53% | ÷1.000 | ×0.830 | — | ×0.982 | 8.58% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | — | ×0.982 | 0.00% |
| Home runs /BIP | 7.89% | ÷1.000 | ×0.700 | — | ×0.982 | 5.43% |
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 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average).
Result: wOBA .309 → .234; ISO .191 → .131; BABIP .278 → .236. 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 AAASt. Paul Saints · 390 PAwOBA .399 → .296 (−102)K% 30.8% → 37.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.77% | ÷0.989 | ×1.200 | — | — | 37.32% |
| BB% (unintentional) /PA | 11.03% | ÷1.022 | ×0.690 | — | ×0.992 | 7.38% |
| HBP% /PA | 1.28% | — | ×0.940 | — | ×0.992 | 1.20% |
| Singles /BIP | 20.93% | ÷0.944 | ×0.930 | ×0.964 | ×0.992 | 19.72% |
| Doubles /BIP | 10.23% | ÷0.938 | ×0.830 | ×0.964 | ×0.992 | 8.66% |
| Triples /BIP | 1.86% | ÷1.000 | ×0.970 | ×0.964 | ×0.992 | 1.73% |
| Home runs /BIP | 10.70% | ÷1.253 | ×0.700 | — | ×0.992 | 5.93% |
Factors used: league row International League. Park (home-season share, regressed): HR 151, 1B 89, 2B 88, 3B 100, K 98, BB 104 — 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 ×0.964.
Result: wOBA .399 → .296; ISO .296 → .188; BABIP .360 → .312. 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 AAAOklahoma City Baseball Club · 319 PAwOBA .397 → .327 (−70)K% 25.4% → 30.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.39% | ÷0.990 | ×1.200 | — | — | 30.76% |
| BB% (unintentional) /PA | 13.48% | ÷1.021 | ×0.690 | — | ×1.003 | 9.13% |
| HBP% /PA | 1.88% | — | ×0.940 | — | ×1.003 | 1.77% |
| Singles /BIP | 21.74% | ÷0.977 | ×0.930 | ×0.966 | ×1.003 | 20.05% |
| Doubles /BIP | 8.15% | ÷0.930 | ×0.830 | ×0.966 | ×1.003 | 7.05% |
| Triples /BIP | 1.09% | ÷1.126 | ×0.970 | ×0.966 | ×1.003 | 0.91% |
| Home runs /BIP | 9.24% | ÷0.896 | ×0.700 | — | ×1.003 | 7.24% |
Factors used: league row International League. Park (home-season share, regressed): HR 79, 1B 95, 2B 86, 3B 125, K 98, BB 104 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.966.
Result: wOBA .397 → .327; ISO .264 → .215; BABIP .335 → .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 AATulsa Drillers · 307 PAwOBA .403 → .318 (−85)K% 29.0% → 36.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.99% | ÷0.971 | ×1.220 | — | — | 36.42% |
| BB% (unintentional) /PA | 12.05% | ÷0.975 | ×0.700 | — | ×0.998 | 8.63% |
| HBP% /PA | 1.95% | — | ×0.870 | — | ×0.998 | 1.70% |
| Singles /BIP | 25.00% | ÷0.953 | ×0.920 | ×0.950 | ×0.998 | 22.88% |
| Doubles /BIP | 9.88% | ÷1.006 | ×0.840 | ×0.950 | ×0.998 | 7.82% |
| Triples /BIP | 0.58% | ÷1.150 | ×0.940 | ×0.950 | ×0.998 | 0.45% |
| Home runs /BIP | 9.30% | ÷0.993 | ×0.800 | — | ×0.998 | 7.48% |
Factors used: league row TL. Park (home-season share, regressed): HR 99, 1B 91, 2B 101, 3B 130, K 94, BB 95 — 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 .403 → .318; ISO .257 → .195; BABIP .386 → .332. 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 AAAOklahoma City Dodgers · 252 PAwOBA .424 → .345 (−79)K% 25.0% → 29.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷1.009 | ×1.200 | — | — | 29.73% |
| BB% (unintentional) /PA | 12.70% | ÷1.073 | ×0.690 | — | ×1.033 | 8.44% |
| HBP% /PA | 1.59% | — | ×0.940 | — | ×1.033 | 1.54% |
| Singles /BIP | 18.12% | ÷1.027 | ×0.930 | ×0.950 | ×1.033 | 16.10% |
| Doubles /BIP | 9.40% | ÷0.958 | ×0.830 | ×0.950 | ×1.033 | 7.99% |
| Triples /BIP | 4.03% | ÷0.955 | ×0.970 | ×0.950 | ×1.033 | 4.02% |
| Home runs /BIP | 10.07% | ÷0.997 | ×0.700 | — | ×1.033 | 7.30% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 105, 2B 92, 3B 91, K 102, BB 115 — 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 ×0.950.
Result: wOBA .424 → .345; ISO .335 → .272; BABIP .343 → .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).
2021 A+Great Lakes Loons · 304 PAwOBA .372 → .278 (−94)K% 28.9% → 38.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.95% | ÷1.013 | ×1.350 | — | — | 38.57% |
| BB% (unintentional) /PA | 14.80% | ÷1.042 | ×0.710 | — | ×0.988 | 9.97% |
| HBP% /PA | 3.29% | — | ×0.810 | — | ×0.988 | 2.63% |
| Singles /BIP | 20.62% | ÷0.978 | ×0.910 | ×0.952 | ×0.988 | 18.06% |
| Doubles /BIP | 7.50% | ÷0.952 | ×0.830 | ×0.952 | ×0.988 | 6.15% |
| Triples /BIP | 5.00% | ÷1.150 | ×0.820 | ×0.952 | ×0.988 | 3.35% |
| Home runs /BIP | 5.62% | ÷0.930 | ×0.830 | — | ×0.988 | 4.96% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 96, 2B 90, 3B 130, K 103, BB 108 — 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 ×0.952.
Result: wOBA .372 → .278; ISO .222 → .166; BABIP .349 → .288. 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 · 187 PAwOBA .379 → .309 (−71)K% 27.3% → 34.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.27% | ÷0.966 | ×1.220 | — | — | 34.43% |
| BB% (unintentional) /PA | 9.63% | ÷1.051 | ×0.690 | — | ×1.012 | 6.40% |
| HBP% /PA | 1.60% | — | ×0.850 | — | ×1.012 | 1.38% |
| Singles /BIP | 25.22% | ÷1.030 | ×0.940 | ×1.018 | ×1.012 | 23.70% |
| Doubles /BIP | 7.83% | ÷1.026 | ×0.870 | ×1.018 | ×1.012 | 6.84% |
| Triples /BIP | 0.87% | ÷0.900 | ×0.920 | ×1.018 | ×1.012 | 0.92% |
| Home runs /BIP | 7.83% | ÷0.935 | ×0.780 | — | ×1.012 | 6.61% |
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 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 ×1.018.
Result: wOBA .379 → .309; ISO .229 → .186; BABIP .368 → .337. 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 AGreat Lakes Loons · 509 PAwOBA .319 → .244 (−75)K% 25.1% → 33.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.15% | ÷1.035 | ×1.360 | — | — | 33.04% |
| BB% (unintentional) /PA | 10.81% | ÷1.031 | ×0.690 | — | — | 7.23% |
| HBP% /PA | 1.57% | — | ×0.780 | — | — | 1.23% |
| Singles /BIP | 19.75% | ÷1.002 | ×0.920 | ×0.950 | — | 17.22% |
| Doubles /BIP | 4.78% | ÷0.934 | ×0.830 | ×0.950 | — | 4.03% |
| Triples /BIP | 1.27% | ÷1.061 | ×0.910 | ×0.950 | — | 1.04% |
| Home runs /BIP | 6.05% | ÷1.018 | ×0.800 | — | — | 4.75% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 104, 1B 100, 2B 87, 3B 112, K 107, BB 106 — 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 ×0.950.
Result: wOBA .319 → .244; ISO .181 → .137; BABIP .272 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .