Bryson Brigman
SS Louisville Bats| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | 28 | AAA/AA2 orgs | 320 | .270/.364/.356 | 3 | 6 | 77 | — | .244/.317/.313 |
| 2024 | 29 | AAAARI | 404 | .334/.385/.474 | 9 | 10 | 87 | — | .275/.315/.379 |
| 2025 | 30 | AAACIN | 151 | .237/.313/.289 | 1 | 5 | 33 | — | .193/.247/.236 |
| 2027PROJ10% MLB | 32 | MLBCIN | 11 | .242/.292/.334 | 0 | 0 | 75 | 0.0 | |
| 2028PROJ27% MLB | 33 | MLBCIN | 25 | .236/.286/.323 | 0 | 0 | 71 | -0.1 |
Tools · ContractCON 50 / POW 30
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) | |||||||||||||||||||||||||||||||
| 2017 | 22 | A | Clinton LumberKings | — | 518 | 463 | 109 | 14 | 4 | 2 | 44 | 74 | 5 | 16 | 8 | 235 | 309 | 296 | 604 | 60 | 274 | 14 | 8 | 277 | 50 | — | — | — | — | — | — |
| 2018 | 23 | AA | Jacksonville Jumbo Shrimp | — | 46 | 42 | 13 | 2 | 0 | 1 | 2 | 6 | 1 | 2 | 0 | 310 | 356 | 429 | 784 | 119 | 333 | 13 | 4 | 344 | 96 | — | — | — | — | — | — |
| 2018 | 23 | A+ | Jupiter Hammerheads | — | 502 | 452 | 140 | 17 | 7 | 2 | 40 | 71 | 6 | 19 | 6 | 310 | 373 | 392 | 765 | 82 | 362 | 14 | 8 | 344 | 88 | — | — | — | — | — | — |
| 2018 | 23 | INTL | Salt River Rafters | — | 73 | 67 | 18 | 0 | 0 | 0 | 6 | 6 | 0 | 5 | 3 | 269 | 329 | 269 | 597 | 295 | 8 | 8 | 280 | 76 | — | — | — | — | — | — | |
| 2019 | 24 | AA | Jacksonville Jumbo Shrimp | — | 357 | 312 | 78 | 17 | 1 | 2 | 36 | 62 | 4 | 2 | 3 | 250 | 335 | 330 | 665 | 80 | 305 | 17 | 10 | 303 | 57 | — | — | — | — | — | — |
| 2019 | 24 | A+ | Jupiter Hammerheads | — | 87 | 75 | 20 | 3 | 0 | 0 | 8 | 11 | 2 | 2 | 0 | 267 | 353 | 307 | 660 | 40 | 308 | 13 | 9 | 302 | 61 | — | — | — | — | — | — |
| 2021 | 26 | AAA | Jacksonville Jumbo Shrimp | — | 434 | 376 | 106 | 19 | 5 | 5 | 46 | 68 | 3 | 10 | 5 | 282 | 364 | 399 | 763 | 117 | 329 | 16 | 11 | 338 | 93 | — | — | — | — | — | — |
| 2022 | 27 | AAA | Jacksonville Jumbo Shrimp | — | 413 | 382 | 96 | 15 | 3 | 8 | 22 | 91 | 5 | 9 | 3 | 251 | 301 | 369 | 670 | 118 | 308 | 22 | 5 | 298 | 51 | — | — | — | — | — | — |
| 2023 | 28 | AAA | Oklahoma City Dodgers | — | 255 | 219 | 64 | 9 | 3 | 3 | 28 | 40 | 7 | 6 | 4 | 292 | 390 | 402 | 792 | 110 | 345 | 16 | 11 | 359 | 94 | — | — | — | — | — | — |
| 2023 | 28 | AA | Tulsa Drillers | — | 65 | 59 | 11 | 0 | 0 | 0 | 5 | 9 | 1 | 0 | 0 | 186 | 262 | 186 | 448 | 220 | 14 | 8 | 218 | 9 | — | — | — | — | — | — | |
| 2024 | 29 | AAA | Reno Aces | — | 404 | 365 | 122 | 18 | 3 | 9 | 26 | 62 | 5 | 10 | 4 | 334 | 385 | 474 | 859 | 140 | 379 | 15 | 6 | 376 | 87 | — | — | — | — | — | — |
| 2025 | 30 | AAA | Louisville Bats | — | 151 | 135 | 32 | 4 | 0 | 1 | 14 | 27 | 1 | 5 | 1 | 237 | 313 | 289 | 602 | 52 | 290 | 18 | 9 | 279 | 33 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 22 | A MLE | Clinton LumberKings | — | 518 | 479 | 106 | 13 | 3 | 2 | 28 | 104 | 5 | 16 | 8 | 221 | 271 | 273 | 545 | 52 | 270 | 20 | 5 | 242 | 50 | — | — | — | — | — | — |
| 2018 | 23 | AA MLE | Jacksonville Jumbo Shrimp | — | 46 | 43 | 12 | 2 | 0 | 1 | 1 | 7 | 1 | 2 | 0 | 279 | 311 | 395 | 706 | 116 | 308 | 15 | 2 | 310 | 96 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Jupiter Hammerheads | — | 502 | 462 | 128 | 18 | 5 | 2 | 30 | 100 | 6 | 19 | 6 | 277 | 329 | 351 | 680 | 74 | 343 | 20 | 6 | 299 | 88 | — | — | — | — | — | — |
| 2019 | 24 | AA MLE | Jacksonville Jumbo Shrimp | — | 357 | 324 | 71 | 16 | 1 | 2 | 24 | 75 | 4 | 2 | 3 | 219 | 281 | 293 | 574 | 74 | 272 | 21 | 7 | 252 | 57 | — | — | — | — | — | — |
| 2019 | 24 | A+ MLE | Jupiter Hammerheads | — | 87 | 77 | 18 | 3 | 0 | 0 | 6 | 15 | 2 | 2 | 0 | 234 | 306 | 273 | 579 | 39 | 275 | 17 | 7 | 258 | 61 | — | — | — | — | — | — |
| 2021 | 26 | AAA MLE | Jacksonville Jumbo Shrimp | — | 434 | 390 | 104 | 18 | 4 | 4 | 33 | 83 | 3 | 10 | 5 | 267 | 329 | 364 | 693 | 97 | 319 | 19 | 8 | 305 | 93 | — | — | — | — | — | — |
| 2022 | 27 | AAA MLE | Jacksonville Jumbo Shrimp | — | 413 | 389 | 83 | 14 | 3 | 5 | 15 | 113 | 5 | 9 | 3 | 213 | 252 | 303 | 555 | 90 | 279 | 27 | 4 | 243 | 51 | — | — | — | — | — | — |
| 2023 | 28 | AAA MLE | Oklahoma City Dodgers | — | 255 | 228 | 60 | 8 | 3 | 2 | 19 | 48 | 7 | 6 | 4 | 263 | 339 | 351 | 689 | 88 | 321 | 19 | 7 | 307 | 94 | — | — | — | — | — | — |
| 2023 | 28 | AA MLE | Tulsa Drillers | — | 65 | 60 | 10 | 0 | 0 | 0 | 4 | 11 | 1 | 0 | 0 | 167 | 231 | 167 | 397 | 201 | 17 | 6 | 182 | 9 | — | — | — | — | — | — | |
| 2024 | 29 | AAA MLE | Reno Aces | — | 404 | 375 | 103 | 15 | 3 | 6 | 17 | 77 | 5 | 10 | 4 | 275 | 315 | 379 | 694 | 104 | 319 | 19 | 4 | 297 | 87 | — | — | — | — | — | — |
| 2025 | 30 | AAA MLE | Louisville Bats | — | 151 | 140 | 27 | 3 | 0 | 1 | 9 | 33 | 1 | 5 | 1 | 193 | 247 | 236 | 482 | 43 | 245 | 22 | 6 | 217 | 33 | — | — | — | — | — | — |
| 2017 | 22 | A MLE | Clinton LumberKings | — | 518 | 479 | 106 | 13 | 3 | 2 | 28 | 104 | 5 | 16 | 8 | 221 | 271 | 273 | 545 | 52 | 276 | 20 | 5 | 242 | 50 | — | — | — | — | — | — |
| 2017 | 22 | A RAW | Clinton LumberKings | — | 518 | 463 | 109 | 14 | 4 | 2 | 44 | 74 | 5 | 16 | 8 | 235 | 309 | 296 | 604 | 60 | 274 | 14 | 8 | 277 | 50 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | 3 teams | — | 621 | 573 | 159 | 23 | 6 | 3 | 36 | 121 | 7 | 26 | 9 | 277 | 328 | 354 | 682 | 77 | 345 | 19 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2018 | 23 | A+ RAW | 3 teams | — | 621 | 561 | 171 | 19 | 7 | 3 | 48 | 83 | 7 | 26 | 9 | 305 | 367 | 380 | 747 | 75 | 351 | 13 | 8 | 337 | 89 | — | — | — | — | — | — |
| 2019 | 24 | AA MLE | 2 teams | — | 444 | 402 | 89 | 19 | 1 | 2 | 29 | 90 | 6 | 4 | 3 | 221 | 284 | 289 | 572 | 67 | 279 | 20 | 7 | 253 | 57 | — | — | — | — | — | — |
| 2019 | 24 | AA RAW | 2 teams | — | 444 | 387 | 98 | 20 | 1 | 2 | 44 | 73 | 6 | 4 | 3 | 253 | 339 | 326 | 664 | 72 | 306 | 16 | 10 | 303 | 57 | — | — | — | — | — | — |
| 2021 | 26 | AAA MLE | Jacksonville Jumbo Shrimp | — | 434 | 390 | 104 | 18 | 4 | 4 | 33 | 83 | 3 | 10 | 5 | 267 | 329 | 364 | 693 | 97 | 326 | 19 | 8 | 305 | 93 | — | — | — | — | — | — |
| 2021 | 26 | AAA RAW | Jacksonville Jumbo Shrimp | — | 434 | 376 | 106 | 19 | 5 | 5 | 46 | 68 | 3 | 10 | 5 | 282 | 364 | 399 | 763 | 117 | 329 | 16 | 11 | 338 | 93 | — | — | — | — | — | — |
| 2022 | 27 | AAA MLE | Jacksonville Jumbo Shrimp | — | 413 | 389 | 83 | 14 | 3 | 5 | 15 | 113 | 5 | 9 | 3 | 213 | 252 | 303 | 555 | 90 | 285 | 27 | 4 | 243 | 51 | — | — | — | — | — | — |
| 2022 | 27 | AAA RAW | Jacksonville Jumbo Shrimp | — | 413 | 382 | 96 | 15 | 3 | 8 | 22 | 91 | 5 | 9 | 3 | 251 | 301 | 369 | 670 | 118 | 308 | 22 | 5 | 298 | 51 | — | — | — | — | — | — |
| 2023 | 28 | AAA MLE | 2 teams | — | 320 | 289 | 70 | 8 | 3 | 2 | 22 | 59 | 8 | 6 | 4 | 242 | 313 | 311 | 625 | 69 | 297 | 18 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2023 | 28 | AAA RAW | 2 teams | — | 320 | 278 | 75 | 9 | 3 | 3 | 33 | 49 | 8 | 6 | 4 | 270 | 364 | 356 | 720 | 86 | 317 | 15 | 10 | 331 | 77 | — | — | — | — | — | — |
| 2024 | 29 | AAA MLE | Reno Aces | — | 404 | 375 | 103 | 15 | 3 | 6 | 17 | 77 | 5 | 10 | 4 | 275 | 315 | 379 | 694 | 104 | 328 | 19 | 4 | 297 | 87 | — | — | — | — | — | — |
| 2024 | 29 | AAA RAW | Reno Aces | — | 404 | 365 | 122 | 18 | 3 | 9 | 26 | 62 | 5 | 10 | 4 | 334 | 385 | 474 | 859 | 140 | 379 | 15 | 6 | 376 | 87 | — | — | — | — | — | — |
| 2025 | 30 | AAA MLE | Louisville Bats | — | 151 | 140 | 27 | 3 | 0 | 1 | 9 | 33 | 1 | 5 | 1 | 193 | 247 | 236 | 482 | 43 | 245 | 22 | 6 | 217 | 33 | — | — | — | — | — | — |
| 2025 | 30 | AAA RAW | Louisville Bats | — | 151 | 135 | 32 | 4 | 0 | 1 | 14 | 27 | 1 | 5 | 1 | 237 | 313 | 289 | 602 | 52 | 290 | 18 | 9 | 279 | 33 | — | — | — | — | — | — |
| 2017 | 22 | A MLE | Clinton LumberKings | — | 518 | 480 | 106 | 13 | 3 | 2 | 28 | 104 | 5 | 16 | 8 | 221 | 271 | 273 | 544 | 52 | 270 | 20 | 5 | 242 | 50 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | 3 teams | — | 621 | 573 | 159 | 23 | 6 | 3 | 36 | 121 | 7 | 26 | 9 | 277 | 328 | 354 | 682 | 77 | 340 | 19 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2019 | 24 | AA MLE | 2 teams | — | 444 | 406 | 89 | 19 | 1 | 2 | 29 | 90 | 6 | 4 | 3 | 219 | 284 | 286 | 569 | 67 | 273 | 20 | 7 | 253 | 57 | — | — | — | — | — | — |
| 2021 | 26 | AAA MLE | Jacksonville Jumbo Shrimp | — | 434 | 395 | 104 | 18 | 4 | 4 | 33 | 83 | 3 | 10 | 5 | 263 | 329 | 359 | 688 | 96 | 319 | 19 | 8 | 305 | 93 | — | — | — | — | — | — |
| 2022 | 27 | AAA MLE | Jacksonville Jumbo Shrimp | — | 413 | 390 | 83 | 14 | 3 | 5 | 15 | 113 | 5 | 9 | 3 | 213 | 252 | 303 | 554 | 90 | 279 | 27 | 4 | 243 | 51 | — | — | — | — | — | — |
| 2023 | 28 | AAA MLE | 2 teams | — | 320 | 287 | 70 | 8 | 3 | 2 | 22 | 59 | 8 | 6 | 4 | 244 | 313 | 314 | 627 | 70 | 297 | 18 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2024 | 29 | AAA MLE | Reno Aces | — | 404 | 379 | 103 | 15 | 3 | 6 | 17 | 77 | 5 | 10 | 4 | 272 | 315 | 375 | 690 | 103 | 319 | 19 | 4 | 297 | 87 | — | — | — | — | — | — |
| 2025 | 30 | AAA MLE | Louisville Bats | — | 151 | 140 | 27 | 3 | 0 | 1 | 9 | 33 | 1 | 5 | 1 | 193 | 247 | 236 | 482 | 43 | 245 | 22 | 6 | 217 | 33 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 29 | AAA MLE | Reno Aces | — | 404 | 379 | 103 | 15 | 3 | 6 | 17 | 77 | 5 | 10 | 4 | 272 | 315 | 375 | 690 | 103 | 319 | 19 | 4 | 297 | 87 | — | — | — | — | — | — |
| 2025 | 30 | AAA MLE | Louisville Bats | — | 151 | 140 | 27 | 3 | 0 | 1 | 9 | 33 | 1 | 5 | 1 | 193 | 247 | 236 | 482 | 43 | 245 | 22 | 6 | 217 | 33 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 32 | MLB MLE | CIN | 10% | 201 | 186 | 44 | 8 | 1 | 2 | 11 | 44 | 2 | 4 | 1 | 240 | 291 | 330 | 621 | 90 | 300 | 22 | 5 | 280 | 75 | -6 | +0 | +0 | +2 | +4 | 0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 32 | MLB CTX | CIN | 10% | 11 | 10 | 2 | 0 | 0 | 0 | 1 | 2 | 0 | 0 | 0 | 242 | 292 | 334 | 626 | 92 | 300 | 18 | 9 | 281 | 75 | -0 | +0 | +0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 33 | MLB MLE | CIN | 27% | 90 | 84 | 19 | 3 | 0 | 1 | 5 | 20 | 1 | 1 | 0 | 234 | 285 | 320 | 605 | 86 | 295 | 22 | 6 | 273 | 71 | -3 | +0 | -4 | +1 | +2 | -0.4 |
| 2028 | 33 | MLB CTX | CIN | 27% | 25 | 24 | 5 | 1 | 0 | 0 | 1 | 6 | 0 | 0 | 0 | 236 | 286 | 323 | 609 | 88 | 296 | 24 | 4 | 275 | 71 | -1 | +0 | -1 | +0 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 25 | 24 | 5 | 1 | 0 | 0 | 1 | 6 | 0 | 0 | 0 | 208 | 240 | 250 | 490 | 42 | 278 | 24 | 4 | 275 | 71 | -1 | +0 | -1 | +0 | +1 | -0.1 | |
| / 162G | — | A+C | — | 650 | 624 | 130 | 26 | 0 | 0 | 26 | 156 | 0 | 0 | 0 | 208 | 240 | 250 | 490 | 42 | 278 | 24 | 4 | 275 | 71 | -23 | +0 | -30 | +7 | +14 | -3.3 | |
| Career | — | MLE | — | 3501 | 3219 | 784 | 120 | 24 | 27 | 200 | 723 | 42 | 89 | 38 | 244 | 296 | 321 | 617 | 77 | 304 | 21 | 6 | 272 | 71 | -6 | +0 | -4 | +2 | +4 | -0.4 | |
| / 162G | — | MLE | — | 650 | 598 | 145 | 22 | 4 | 5 | 37 | 134 | 8 | 17 | 7 | 242 | 295 | 318 | 613 | 75 | 302 | 21 | 6 | 272 | 71 | -21 | +1 | -14 | +7 | +14 | -1.3 | |
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.
2025 AAALouisville Bats · 151 PAwOBA .272 → .217 (−55)K% 17.9% → 22.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.88% | ÷0.975 | ×1.200 | — | — | 22.01% |
| BB% (unintentional) /PA | 9.27% | ÷1.002 | ×0.690 | — | ×0.972 | 6.20% |
| HBP% /PA | 0.66% | — | ×0.940 | — | ×0.972 | 0.61% |
| Singles /BIP | 25.00% | ÷1.049 | ×0.930 | ×0.991 | ×0.972 | 21.34% |
| Doubles /BIP | 3.70% | ÷0.992 | ×0.830 | ×0.991 | ×0.972 | 2.98% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×0.991 | ×0.972 | 0.00% |
| Home runs /BIP | 0.93% | ÷0.901 | ×0.700 | — | ×0.972 | 0.70% |
Factors used: league row International League. Park (home-season share, regressed): HR 80, 1B 110, 2B 98, 3B 80, K 95, BB 100 — applied at half strength. Age: age 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.991.
Result: wOBA .272 → .217; ISO .052 → .040; BABIP .290 → .245. 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 AAAReno Aces · 404 PAwOBA .369 → .297 (−72)K% 15.3% → 19.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.35% | ÷0.964 | ×1.200 | — | — | 19.11% |
| BB% (unintentional) /PA | 6.44% | ÷1.012 | ×0.690 | — | ×0.982 | 4.31% |
| HBP% /PA | 1.24% | — | ×0.940 | — | ×0.982 | 1.14% |
| Singles /BIP | 30.36% | ÷1.076 | ×0.930 | ×1.011 | ×0.982 | 26.05% |
| Doubles /BIP | 5.94% | ÷1.025 | ×0.830 | ×1.011 | ×0.982 | 4.78% |
| Triples /BIP | 0.99% | ÷1.017 | ×0.970 | ×1.011 | ×0.982 | 0.94% |
| Home runs /BIP | 2.97% | ÷1.124 | ×0.700 | — | ×0.982 | 1.82% |
Factors used: league row International League. Park (home-season share, regressed): HR 125, 1B 115, 2B 105, 3B 103, K 93, BB 102 — 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 ×1.011.
Result: wOBA .369 → .297; ISO .140 → .101; BABIP .379 → .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).
2023 AAAOklahoma City Dodgers · 255 PAwOBA .351 → .307 (−44)K% 15.7% → 18.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.69% | ÷1.003 | ×1.200 | — | — | 18.77% |
| BB% (unintentional) /PA | 10.59% | ÷0.976 | ×0.690 | — | ×0.992 | 7.42% |
| HBP% /PA | 2.75% | — | ×0.940 | — | ×0.992 | 2.56% |
| Singles /BIP | 27.37% | ÷1.021 | ×0.930 | ×1.050 | ×0.992 | 25.98% |
| Doubles /BIP | 5.03% | ÷0.983 | ×0.830 | ×1.050 | ×0.992 | 4.42% |
| Triples /BIP | 1.68% | ÷1.150 | ×0.970 | ×1.050 | ×0.992 | 1.47% |
| Home runs /BIP | 1.68% | ÷1.006 | ×0.700 | — | ×0.992 | 1.16% |
Factors used: league row International League. Park (home-season share, regressed): HR 101, 1B 104, 2B 97, 3B 130, K 101, BB 95 — 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 ×1.050.
Result: wOBA .351 → .307; ISO .110 → .090; BABIP .345 → .321. 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 AATulsa Drillers · 65 PAwOBA .213 → .182 (−31)K% 13.8% → 16.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.85% | ÷1.023 | ×1.220 | — | — | 16.51% |
| BB% (unintentional) /PA | 7.69% | ÷0.973 | ×0.700 | — | ×0.968 | 5.36% |
| HBP% /PA | 1.54% | — | ×0.870 | — | ×0.968 | 1.30% |
| Singles /BIP | 22.00% | ÷0.992 | ×0.920 | ×1.019 | ×0.968 | 20.11% |
| Doubles /BIP | 0.00% | ÷0.942 | ×0.840 | ×1.019 | ×0.968 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×1.019 | ×0.968 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.083 | ×0.800 | — | ×0.968 | 0.00% |
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 28 vs a level average of 24.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.019.
Result: wOBA .213 → .182; ISO .000 → .000; BABIP .220 → .201. 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 AAAJacksonville Jumbo Shrimp · 413 PAwOBA .291 → .243 (−48)K% 22.0% → 27.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.03% | ÷0.966 | ×1.200 | — | — | 27.38% |
| BB% (unintentional) /PA | 5.08% | ÷0.978 | ×0.690 | — | ×1.003 | 3.60% |
| HBP% /PA | 1.21% | — | ×0.940 | — | ×1.003 | 1.14% |
| Singles /BIP | 24.05% | ÷1.054 | ×0.930 | ×1.018 | ×1.003 | 21.67% |
| Doubles /BIP | 5.15% | ÷0.898 | ×0.830 | ×1.018 | ×1.003 | 4.86% |
| Triples /BIP | 1.03% | ÷0.930 | ×0.970 | ×1.018 | ×1.003 | 1.10% |
| Home runs /BIP | 2.75% | ÷1.032 | ×0.700 | — | ×1.003 | 1.87% |
Factors used: league row International League. Park (home-season share, regressed): HR 106, 1B 111, 2B 80, 3B 86, K 93, BB 96 — 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 ×1.018.
Result: wOBA .291 → .243; ISO .118 → .093; BABIP .308 → .279. 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 AAAJacksonville Jumbo Shrimp · 434 PAwOBA .333 → .305 (−28)K% 15.7% → 19.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.67% | ÷0.985 | ×1.200 | — | — | 19.09% |
| BB% (unintentional) /PA | 10.60% | ÷0.994 | ×0.690 | — | ×1.018 | 7.49% |
| HBP% /PA | 0.69% | — | ×0.940 | — | ×1.018 | 0.66% |
| Singles /BIP | 25.00% | ÷0.971 | ×0.930 | ×1.018 | ×1.018 | 24.81% |
| Doubles /BIP | 6.17% | ÷0.933 | ×0.830 | ×1.018 | ×1.018 | 5.69% |
| Triples /BIP | 1.62% | ÷1.109 | ×0.920 | ×1.018 | ×1.018 | 1.40% |
| Home runs /BIP | 1.62% | ÷0.886 | ×0.700 | — | ×1.018 | 1.31% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 77, 1B 94, 2B 87, 3B 122, K 97, BB 99 — 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 ×1.018.
Result: wOBA .333 → .305; ISO .117 → .104; BABIP .329 → .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).
2019 AAJacksonville Jumbo Shrimp · 357 PAwOBA .295 → .252 (−43)K% 17.4% → 21.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.37% | ÷1.007 | ×1.220 | — | — | 21.05% |
| BB% (unintentional) /PA | 9.80% | ÷1.015 | ×0.680 | — | ×1.012 | 6.65% |
| HBP% /PA | 1.12% | — | ×0.840 | — | ×1.012 | 0.95% |
| Singles /BIP | 23.20% | ÷1.008 | ×0.920 | ×0.960 | ×1.012 | 20.57% |
| Doubles /BIP | 6.80% | ÷0.975 | ×0.910 | ×0.960 | ×1.012 | 6.17% |
| Triples /BIP | 0.40% | ÷0.900 | ×0.880 | ×0.960 | ×1.012 | 0.38% |
| Home runs /BIP | 0.80% | ÷0.918 | ×0.800 | — | ×1.012 | 0.71% |
Factors used: league row SL. Park (home-season share, regressed): HR 84, 1B 102, 2B 95, 3B 80, K 101, BB 103 — 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 ×0.960.
Result: wOBA .295 → .252; ISO .080 → .074; BABIP .305 → .272. 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+Jupiter Hammerheads · 87 PAwOBA .298 → .258 (−41)K% 12.6% → 17.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.64% | ÷1.007 | ×1.420 | — | — | 17.83% |
| BB% (unintentional) /PA | 9.20% | ÷0.998 | ×0.750 | — | ×0.988 | 6.83% |
| HBP% /PA | 2.30% | — | ×0.930 | — | ×0.988 | 2.11% |
| Singles /BIP | 26.56% | ÷1.045 | ×0.920 | — | ×0.988 | 23.10% |
| Doubles /BIP | 4.69% | ÷0.931 | ×0.960 | — | ×0.988 | 4.78% |
| Triples /BIP | 0.00% | ÷1.120 | ×0.810 | — | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.803 | ×0.880 | — | ×0.988 | 0.00% |
Factors used: league row FSL. Park (home-season share, regressed): HR 61, 1B 109, 2B 86, 3B 124, K 101, BB 100 — 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).
Result: wOBA .298 → .258; ISO .040 → .041; BABIP .308 → .275. 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).