Dru Baker
CF Charlotte Knights| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 24 | AATB | 467 | .288/.346/.328 | 0 | 42 | 69 | — | .267/.310/.306 |
| 2025 | 25 | AAA/ROK2 orgs | 357 | .245/.322/.343 | 6 | 17 | 50 | — | .204/.266/.265 |
| 2026 | 26 | AAACWS | 334 | .266/.324/.405 | 8 | 19 | 70 | — | .235/.282/.345 |
| 2027PROJ10% MLB | 27 | MLBCWS | 16 | .225/.274/.307 | 0 | 1 | 63 | -0.0 | |
| 2028PROJ31% MLB | 28 | MLBCWS | 69 | .224/.275/.308 | 1 | 3 | 64 | -0.1 |
Tools · ContractCON 45 / POW 40
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) | |||||||||||||||||||||||||||||||
| 2021 | 21 | ROK | FCL Rays | — | 49 | 45 | 13 | 2 | 2 | 0 | 3 | 9 | 1 | 6 | 0 | 289 | 347 | 422 | 769 | 133 | 361 | 18 | 6 | 342 | 43 | — | — | — | — | — | — |
| 2022 | 22 | A+ | Bowling Green Hot Rods | — | 98 | 85 | 19 | 7 | 0 | 3 | 13 | 27 | 0 | 4 | 1 | 224 | 327 | 412 | 738 | 188 | 291 | 28 | 13 | 331 | 48 | — | — | — | — | — | — |
| 2022 | 22 | A | Charleston RiverDogs | — | 115 | 97 | 35 | 2 | 2 | 3 | 16 | 21 | 2 | 17 | 3 | 361 | 461 | 515 | 976 | 155 | 438 | 18 | 14 | 435 | 131 | — | — | — | — | — | — |
| 2023 | 23 | AA | Montgomery Biscuits | — | 127 | 115 | 33 | 6 | 3 | 1 | 7 | 28 | 4 | 11 | 2 | 287 | 349 | 417 | 767 | 130 | 368 | 22 | 6 | 341 | 88 | — | — | — | — | — | — |
| 2023 | 23 | A+ | Bowling Green Hot Rods | — | 377 | 326 | 100 | 11 | 5 | 13 | 40 | 86 | 9 | 38 | 3 | 307 | 397 | 491 | 888 | 184 | 382 | 23 | 11 | 393 | 83 | — | — | — | — | — | — |
| 2024 | 24 | AA | Montgomery Biscuits | — | 467 | 424 | 122 | 13 | 2 | 0 | 34 | 96 | 4 | 42 | 12 | 288 | 346 | 328 | 674 | 40 | 369 | 21 | 7 | 307 | 69 | — | — | — | — | — | — |
| 2025 | 25 | AAA | Charlotte Knights | — | 337 | 303 | 77 | 9 | 2 | 6 | 25 | 92 | 6 | 17 | 8 | 254 | 323 | 356 | 680 | 102 | 345 | 27 | 7 | 307 | 54 | — | — | — | — | — | — |
| 2025 | 25 | ROK | FCL Rays | — | 20 | 15 | 1 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0 | 67 | 300 | 67 | 367 | 125 | 35 | 25 | 220 | -25 | — | — | — | — | — | — | |
| 2026 | 26 | AAA | Charlotte Knights | — | 334 | 304 | 81 | 12 | 3 | 8 | 20 | 88 | 6 | 19 | 4 | 266 | 324 | 405 | 729 | 138 | 348 | 26 | 6 | 323 | 70 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 21 | ROK MLE | FCL Rays | — | 49 | 46 | 9 | 1 | 1 | 0 | 2 | 13 | 1 | 6 | 0 | 196 | 245 | 261 | 506 | 65 | 280 | 27 | 4 | 232 | 43 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Bowling Green Hot Rods | — | 98 | 90 | 15 | 5 | 0 | 2 | 8 | 35 | 0 | 4 | 1 | 167 | 235 | 289 | 524 | 122 | 246 | 36 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2022 | 22 | A MLE | Charleston RiverDogs | — | 115 | 102 | 32 | 2 | 2 | 2 | 11 | 29 | 2 | 17 | 3 | 314 | 391 | 431 | 823 | 118 | 418 | 25 | 10 | 362 | 131 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | Montgomery Biscuits | — | 127 | 117 | 31 | 5 | 2 | 1 | 5 | 33 | 4 | 11 | 2 | 265 | 317 | 368 | 685 | 103 | 357 | 26 | 4 | 299 | 88 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | Bowling Green Hot Rods | — | 377 | 343 | 82 | 8 | 4 | 10 | 23 | 118 | 9 | 38 | 3 | 239 | 304 | 373 | 677 | 134 | 325 | 31 | 6 | 291 | 83 | — | — | — | — | — | — |
| 2024 | 24 | AA MLE | Montgomery Biscuits | — | 467 | 435 | 116 | 13 | 2 | 0 | 23 | 117 | 4 | 42 | 12 | 267 | 310 | 306 | 615 | 39 | 352 | 25 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | Charlotte Knights | — | 337 | 310 | 66 | 7 | 2 | 3 | 18 | 111 | 6 | 17 | 8 | 213 | 269 | 277 | 547 | 65 | 319 | 33 | 5 | 248 | 54 | — | — | — | — | — | — |
| 2025 | 25 | ROK MLE | FCL Rays | — | 20 | 17 | 1 | 0 | 0 | 0 | 3 | 10 | 0 | 0 | 0 | 59 | 200 | 59 | 259 | 95 | 50 | 15 | 131 | -25 | — | — | — | — | — | — | |
| 2026 | 26 | AAA MLE | Charlotte Knights | — | 334 | 310 | 73 | 10 | 3 | 6 | 14 | 106 | 6 | 19 | 4 | 235 | 282 | 345 | 627 | 110 | 329 | 32 | 4 | 271 | 70 | — | — | — | — | — | — |
| 2021 | 21 | ROK MLE | FCL Rays | — | 49 | 46 | 9 | 1 | 1 | 0 | 2 | 13 | 1 | 6 | 0 | 196 | 245 | 261 | 506 | 65 | 273 | 27 | 4 | 232 | 43 | — | — | — | — | — | — |
| 2021 | 21 | ROK RAW | FCL Rays | — | 49 | 45 | 13 | 2 | 2 | 0 | 3 | 9 | 1 | 6 | 0 | 289 | 347 | 422 | 769 | 133 | 361 | 18 | 6 | 342 | 43 | — | — | — | — | — | — |
| 2022 | 22 | A MLE | 2 teams | — | 213 | 192 | 48 | 7 | 2 | 5 | 19 | 64 | 2 | 21 | 4 | 250 | 324 | 385 | 709 | 135 | 350 | 30 | 9 | 305 | 93 | — | — | — | — | — | — |
| 2022 | 22 | A RAW | 2 teams | — | 213 | 182 | 54 | 9 | 2 | 6 | 29 | 48 | 2 | 21 | 4 | 297 | 399 | 467 | 866 | 170 | 375 | 23 | 14 | 387 | 93 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 504 | 461 | 113 | 13 | 6 | 11 | 27 | 152 | 13 | 49 | 5 | 245 | 305 | 371 | 676 | 126 | 340 | 30 | 5 | 293 | 84 | — | — | — | — | — | — |
| 2023 | 23 | A+ RAW | 2 teams | — | 504 | 441 | 133 | 17 | 8 | 14 | 47 | 114 | 13 | 49 | 5 | 302 | 385 | 472 | 857 | 170 | 378 | 23 | 9 | 380 | 84 | — | — | — | — | — | — |
| 2024 | 24 | AA MLE | Montgomery Biscuits | — | 467 | 435 | 116 | 13 | 2 | 0 | 23 | 117 | 4 | 42 | 12 | 267 | 310 | 306 | 615 | 39 | 361 | 25 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2024 | 24 | AA RAW | Montgomery Biscuits | — | 467 | 424 | 122 | 13 | 2 | 0 | 34 | 96 | 4 | 42 | 12 | 288 | 346 | 328 | 674 | 40 | 369 | 21 | 7 | 307 | 69 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 2 teams | — | 357 | 327 | 67 | 7 | 2 | 3 | 21 | 121 | 6 | 17 | 8 | 205 | 266 | 266 | 532 | 61 | 314 | 34 | 6 | 241 | 50 | — | — | — | — | — | — |
| 2025 | 25 | AAA RAW | 2 teams | — | 357 | 318 | 78 | 9 | 2 | 6 | 30 | 99 | 6 | 17 | 8 | 245 | 322 | 343 | 665 | 97 | 336 | 28 | 8 | 302 | 50 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | Charlotte Knights | — | 334 | 310 | 73 | 10 | 3 | 6 | 14 | 106 | 6 | 19 | 4 | 235 | 282 | 345 | 627 | 110 | 335 | 32 | 4 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 26 | AAA RAW | Charlotte Knights | — | 334 | 304 | 81 | 12 | 3 | 8 | 20 | 88 | 6 | 19 | 4 | 266 | 324 | 405 | 729 | 138 | 348 | 26 | 6 | 323 | 70 | — | — | — | — | — | — |
| 2021 | 21 | ROK MLE | FCL Rays | — | 49 | 46 | 9 | 1 | 1 | 0 | 2 | 13 | 1 | 6 | 0 | 196 | 245 | 261 | 506 | 65 | 280 | 27 | 4 | 232 | 43 | — | — | — | — | — | — |
| 2022 | 22 | A MLE | 2 teams | — | 213 | 190 | 48 | 7 | 2 | 5 | 19 | 64 | 2 | 21 | 4 | 253 | 324 | 389 | 713 | 137 | 339 | 30 | 9 | 305 | 93 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 504 | 459 | 113 | 13 | 6 | 11 | 27 | 152 | 13 | 49 | 5 | 246 | 305 | 373 | 678 | 126 | 333 | 30 | 5 | 293 | 84 | — | — | — | — | — | — |
| 2024 | 24 | AA MLE | Montgomery Biscuits | — | 467 | 437 | 116 | 13 | 2 | 0 | 23 | 117 | 4 | 42 | 12 | 265 | 310 | 304 | 614 | 39 | 352 | 25 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 2 teams | — | 357 | 327 | 67 | 7 | 2 | 3 | 21 | 121 | 6 | 17 | 8 | 205 | 266 | 266 | 532 | 61 | 306 | 34 | 6 | 241 | 50 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | Charlotte Knights | — | 334 | 311 | 73 | 10 | 3 | 6 | 14 | 106 | 6 | 19 | 4 | 235 | 282 | 344 | 626 | 109 | 329 | 32 | 4 | 271 | 70 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 24 | AA MLE | Montgomery Biscuits | — | 467 | 437 | 116 | 13 | 2 | 0 | 23 | 117 | 4 | 42 | 12 | 265 | 310 | 304 | 614 | 39 | 352 | 25 | 5 | 270 | 69 | — | — | — | — | — | — |
| 2025 | 25 | AAA MLE | 2 teams | — | 357 | 327 | 67 | 7 | 2 | 3 | 21 | 121 | 6 | 17 | 8 | 205 | 266 | 266 | 532 | 61 | 306 | 34 | 6 | 241 | 50 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | Charlotte Knights | — | 334 | 311 | 73 | 10 | 3 | 6 | 14 | 106 | 6 | 19 | 4 | 235 | 282 | 344 | 626 | 109 | 329 | 32 | 4 | 271 | 70 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB MLE | CWS | 10% | 380 | 353 | 78 | 11 | 2 | 4 | 19 | 112 | 5 | 17 | 5 | 224 | 274 | 306 | 579 | 81 | 312 | 29 | 5 | 262 | 63 | -17 | +1 | +0 | +1 | +8 | -0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB CTX | CWS | 10% | 16 | 15 | 3 | 0 | 0 | 0 | 1 | 5 | 0 | 1 | 0 | 225 | 274 | 307 | 581 | 82 | 312 | 31 | 6 | 263 | 63 | -1 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 28 | MLB MLE | CWS | 31% | 222 | 206 | 47 | 7 | 1 | 3 | 11 | 65 | 3 | 9 | 3 | 224 | 274 | 306 | 580 | 83 | 310 | 29 | 5 | 262 | 64 | -10 | +1 | -1 | +1 | +5 | -0.4 |
| 2028 | 28 | MLB CTX | CWS | 31% | 69 | 65 | 14 | 2 | 0 | 1 | 3 | 20 | 1 | 3 | 1 | 224 | 275 | 308 | 582 | 84 | 310 | 29 | 4 | 263 | 64 | -3 | +0 | -0 | +0 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 69 | 65 | 14 | 2 | 0 | 1 | 3 | 20 | 1 | 3 | 1 | 215 | 261 | 292 | 553 | 77 | 295 | 29 | 4 | 263 | 70 | -3 | +0 | -0 | +0 | +1 | -0.1 | |
| / 162G | — | A+C | — | 650 | 612 | 132 | 19 | 0 | 9 | 28 | 188 | 9 | 28 | 9 | 216 | 260 | 291 | 551 | 75 | 296 | 29 | 4 | 263 | 70 | -28 | +2 | -2 | +2 | +14 | -1.2 | |
| Career | — | MLE | — | 2301 | 2121 | 506 | 63 | 18 | 30 | 125 | 683 | 37 | 170 | 38 | 239 | 293 | 328 | 620 | 89 | 336 | 30 | 5 | 272 | 70 | -16 | +1 | -1 | +1 | +8 | -0.6 | |
| / 162G | — | MLE | — | 650 | 599 | 143 | 18 | 5 | 8 | 35 | 193 | 10 | 48 | 11 | 239 | 291 | 326 | 617 | 87 | 337 | 30 | 5 | 272 | 70 | -28 | +2 | -1 | +2 | +14 | -1.1 | |
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.
2026 AAACharlotte Knights · 334 PAwOBA .316 → .271 (−45)K% 26.3% → 31.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.35% | ÷1.000 | ×1.200 | — | — | 31.62% |
| BB% (unintentional) /PA | 5.99% | ÷1.000 | ×0.690 | — | ×1.018 | 4.21% |
| HBP% /PA | 1.80% | — | ×0.940 | — | ×1.018 | 1.72% |
| Singles /BIP | 26.85% | ÷1.000 | ×0.930 | ×1.026 | ×1.018 | 26.08% |
| Doubles /BIP | 5.56% | ÷1.000 | ×0.830 | ×1.026 | ×1.018 | 4.82% |
| Triples /BIP | 1.39% | ÷1.000 | ×0.970 | ×1.026 | ×1.018 | 1.41% |
| Home runs /BIP | 3.70% | ÷1.000 | ×0.700 | — | ×1.018 | 2.64% |
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 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 ×1.026.
Result: wOBA .316 → .271; ISO .138 → .107; BABIP .348 → .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).
2025 AAACharlotte Knights · 337 PAwOBA .300 → .248 (−52)K% 27.3% → 32.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.30% | ÷0.996 | ×1.200 | — | — | 32.90% |
| BB% (unintentional) /PA | 7.42% | ÷0.984 | ×0.690 | — | ×1.033 | 5.37% |
| HBP% /PA | 1.78% | — | ×0.940 | — | ×1.033 | 1.73% |
| Singles /BIP | 28.44% | ÷1.002 | ×0.930 | ×0.988 | ×1.033 | 26.93% |
| Doubles /BIP | 4.27% | ÷0.980 | ×0.830 | ×0.988 | ×1.033 | 3.69% |
| Triples /BIP | 0.95% | ÷0.961 | ×0.970 | ×0.988 | ×1.033 | 0.98% |
| Home runs /BIP | 2.84% | ÷1.320 | ×0.700 | — | ×1.033 | 1.56% |
Factors used: league row International League. Park (home-season share, regressed): HR 164, 1B 100, 2B 96, 3B 92, K 99, BB 97 — 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 ×0.988.
Result: wOBA .300 → .248; ISO .102 → .069; BABIP .345 → .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).
2025 ROKFCL Rays · 20 PAwOBA .216 → .131 (−86)K% 35.0% → 51.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.00% | ÷0.985 | ×1.440 | — | — | 51.17% |
| BB% (unintentional) /PA | 25.00% | ÷0.991 | ×0.620 | — | ×0.945 | 14.79% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.945 | 0.00% |
| Singles /BIP | 12.50% | ÷1.018 | ×0.820 | — | ×0.945 | 9.51% |
| Doubles /BIP | 0.00% | ÷1.026 | ×0.720 | — | ×0.945 | 0.00% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.720 | — | ×0.945 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.809 | ×0.780 | — | ×0.945 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 62, 1B 104, 2B 105, 3B 130, K 97, BB 98 — applied at half strength. Age: age 25 vs a level average of 19.5 → −5.5% on BB/HBP/hit rates (5.5 yr older than average).
Result: wOBA .216 → .131; ISO .000 → .000; BABIP .125 → .095. 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 AAMontgomery Biscuits · 467 PAwOBA .301 → .270 (−32)K% 20.6% → 25.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.56% | ÷0.999 | ×1.220 | — | — | 25.11% |
| BB% (unintentional) /PA | 7.28% | ÷1.022 | ×0.680 | — | ×1.012 | 4.90% |
| HBP% /PA | 0.86% | — | ×0.840 | — | ×1.012 | 0.73% |
| Singles /BIP | 32.62% | ÷1.008 | ×0.920 | ×1.034 | ×1.012 | 31.16% |
| Doubles /BIP | 3.96% | ÷0.972 | ×0.910 | ×1.034 | ×1.012 | 3.88% |
| Triples /BIP | 0.61% | ÷1.115 | ×0.880 | ×1.034 | ×1.012 | 0.50% |
| Home runs /BIP | 0.00% | ÷0.958 | ×0.800 | — | ×1.012 | 0.00% |
Factors used: league row SL. Park (home-season share, regressed): HR 92, 1B 102, 2B 94, 3B 123, K 100, BB 104 — 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 ×1.034.
Result: wOBA .301 → .270; ISO .040 → .037; BABIP .369 → .352. 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 A+Bowling Green Hot Rods · 377 PAwOBA .383 → .291 (−92)K% 22.8% → 31.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.81% | ÷0.950 | ×1.310 | — | — | 31.45% |
| BB% (unintentional) /PA | 10.61% | ÷1.060 | ×0.600 | — | ×0.998 | 5.99% |
| HBP% /PA | 2.39% | — | ×0.770 | — | ×0.998 | 1.83% |
| Singles /BIP | 29.58% | ÷1.008 | ×0.870 | ×1.023 | ×0.998 | 26.08% |
| Doubles /BIP | 4.58% | ÷1.047 | ×0.780 | ×1.023 | ×0.998 | 3.49% |
| Triples /BIP | 2.08% | ÷1.103 | ×0.850 | ×1.023 | ×0.998 | 1.64% |
| Home runs /BIP | 5.42% | ÷1.066 | ×0.880 | — | ×0.998 | 4.46% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 113, 1B 102, 2B 109, 3B 121, K 90, BB 112 — 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 ×1.023.
Result: wOBA .383 → .291; ISO .184 → .142; BABIP .382 → .325. 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 AAMontgomery Biscuits · 127 PAwOBA .334 → .299 (−36)K% 22.0% → 26.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.05% | ÷1.022 | ×1.220 | — | — | 26.33% |
| BB% (unintentional) /PA | 5.51% | ÷1.072 | ×0.680 | — | ×1.027 | 3.59% |
| HBP% /PA | 3.15% | — | ×0.840 | — | ×1.027 | 2.72% |
| Singles /BIP | 26.44% | ÷0.949 | ×0.920 | ×1.014 | ×1.027 | 26.67% |
| Doubles /BIP | 6.90% | ÷1.030 | ×0.910 | ×1.014 | ×1.027 | 6.34% |
| Triples /BIP | 3.45% | ÷1.150 | ×0.880 | ×1.014 | ×1.027 | 2.75% |
| Home runs /BIP | 1.15% | ÷1.087 | ×0.800 | — | ×1.027 | 0.87% |
Factors used: league row SL. Park (home-season share, regressed): HR 117, 1B 90, 2B 106, 3B 130, K 104, BB 114 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.014.
Result: wOBA .334 → .299; ISO .130 → .107; BABIP .368 → .357. 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 ACharleston RiverDogs · 115 PAwOBA .424 → .362 (−62)K% 18.3% → 25.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.26% | ÷0.985 | ×1.360 | — | — | 25.22% |
| BB% (unintentional) /PA | 13.91% | ÷0.983 | ×0.690 | — | — | 9.77% |
| HBP% /PA | 1.74% | — | ×0.780 | — | — | 1.36% |
| Singles /BIP | 36.84% | ÷0.970 | ×0.920 | ×1.030 | — | 35.98% |
| Doubles /BIP | 2.63% | ÷1.066 | ×0.830 | ×1.030 | — | 2.11% |
| Triples /BIP | 2.63% | ÷1.053 | ×0.910 | ×1.030 | — | 2.34% |
| Home runs /BIP | 3.95% | ÷0.943 | ×0.800 | — | — | 3.35% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 94, 2B 113, 3B 111, K 97, 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 ×1.030.
Result: wOBA .424 → .362; ISO .155 → .127; BABIP .438 → .418. 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+Bowling Green Hot Rods · 98 PAwOBA .323 → .239 (−83)K% 27.6% → 36.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.55% | ÷1.002 | ×1.310 | — | — | 36.02% |
| BB% (unintentional) /PA | 13.27% | ÷1.038 | ×0.600 | — | ×1.012 | 7.76% |
| HBP% /PA | 0.00% | — | ×0.770 | — | ×1.012 | 0.00% |
| Singles /BIP | 15.52% | ÷1.011 | ×0.870 | ×1.050 | ×1.012 | 14.19% |
| Doubles /BIP | 12.07% | ÷1.079 | ×0.780 | ×1.050 | ×1.012 | 9.27% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.850 | ×1.050 | ×1.012 | 0.00% |
| Home runs /BIP | 5.17% | ÷1.020 | ×0.880 | — | ×1.012 | 4.52% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 104, 1B 102, 2B 116, 3B 80, K 100, BB 108 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .323 → .239; ISO .188 → .148; BABIP .291 → .246. 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).