Logan Davidson
1B Durham Bulls| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 26 | AAA/INTL2 orgs | 373 | .288/.365/.512 | 14 | 8 | 90 | — | .244/.297/.409 |
| 2025 | 27 | AAAHOU | 423 | .250/.387/.395 | 10 | 7 | 81 | — | .214/.309/.322 |
| 2025 | 27 | MLBLAA | 47 | .167/.222/.286 | 1 | 0 | 36 | -1.4 | |
| 2026 | 28 | AAATB | 422 | .204/.313/.376 | 15 | 13 | 43 | — | .161/.243/.278 |
| 2027PROJ10% MLB | 29 | MLBTB | 16 | .210/.288/.344 | 0 | 0 | 79 | -0.0 | |
| 2028PROJ27% MLB | 30 | MLBTB | 74 | .208/.285/.338 | 2 | 1 | 77 | -0.2 |
Tools · ContractCON 45 / POW 45
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 | 23 | AA | Midland RockHounds | — | 515 | 448 | 95 | 22 | 1 | 7 | 62 | 155 | 1 | 4 | 3 | 212 | 309 | 312 | 622 | 100 | 304 | 30 | 12 | 286 | 38 | — | — | — | — | — | — |
| 2021 | 23 | INTL | Mesa Solar Sox | — | 90 | 73 | 20 | 4 | 0 | 2 | 15 | 33 | 1 | 1 | 1 | 274 | 404 | 411 | 815 | 137 | 462 | 37 | 17 | 369 | 136 | — | — | — | — | — | — |
| 2022 | 24 | AA | Midland RockHounds | — | 484 | 424 | 107 | 21 | 1 | 14 | 53 | 134 | 3 | 4 | 1 | 252 | 340 | 406 | 745 | 153 | 332 | 28 | 11 | 333 | 72 | — | — | — | — | — | — |
| 2023 | 25 | AAA | Las Vegas Aviators | — | 232 | 208 | 55 | 12 | 1 | 3 | 21 | 51 | 1 | 4 | 1 | 264 | 335 | 375 | 710 | 111 | 335 | 22 | 9 | 319 | 60 | — | — | — | — | — | — |
| 2023 | 25 | AA | Midland RockHounds | — | 206 | 182 | 54 | 11 | 1 | 7 | 22 | 56 | 2 | 2 | 2 | 297 | 379 | 484 | 862 | 187 | 395 | 27 | 11 | 383 | 81 | — | — | — | — | — | — |
| 2024 | 26 | AAA | Las Vegas Aviators | — | 347 | 310 | 93 | 23 | 4 | 14 | 27 | 108 | 7 | 7 | 2 | 300 | 369 | 535 | 905 | 235 | 414 | 31 | 8 | 392 | 93 | — | — | — | — | — | — |
| 2024 | 26 | INTL | Tigres del Licey | — | 26 | 20 | 2 | 1 | 0 | 0 | 4 | 13 | 2 | 1 | 0 | 100 | 308 | 150 | 458 | 50 | 286 | 50 | 15 | 248 | 54 | — | — | — | — | — | — |
| 2025 | 27 | MLB | Los Angeles Angels | — | 47 | 42 | 7 | 2 | 0 | 1 | 3 | 22 | 0 | 0 | 0 | 167 | 222 | 286 | 508 | 119 | 316 | 47 | 6 | 220 | 36 | -4 | +0 | -3 | -8 | +1 | -1.4 |
| 2025 | 27 | AAA | Sugar Land Space Cowboys | — | 423 | 344 | 86 | 18 | 1 | 10 | 73 | 119 | 4 | 7 | 2 | 250 | 387 | 395 | 783 | 145 | 350 | 28 | 17 | 357 | 81 | — | — | — | — | — | — |
| 2026 | 28 | AAA | Durham Bulls | — | 422 | 362 | 74 | 13 | 2 | 15 | 51 | 132 | 6 | 13 | 4 | 204 | 313 | 376 | 688 | 171 | 272 | 31 | 12 | 310 | 43 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 47 | 42 | 7 | 2 | 0 | 1 | 3 | 22 | 0 | 0 | 0 | 167 | 222 | 286 | 508 | 119 | 316 | 47 | 6 | 220 | 35 | -4 | +0 | -3 | -8 | +1 | -1.4 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 23 | AA MLE | Midland RockHounds | — | 515 | 468 | 81 | 19 | 1 | 6 | 42 | 193 | 1 | 4 | 3 | 173 | 243 | 256 | 499 | 83 | 270 | 37 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Midland RockHounds | — | 484 | 439 | 93 | 17 | 1 | 14 | 38 | 164 | 3 | 4 | 1 | 212 | 279 | 351 | 630 | 139 | 293 | 34 | 8 | 275 | 72 | — | — | — | — | — | — |
| 2023 | 25 | AAA MLE | Las Vegas Aviators | — | 232 | 215 | 49 | 9 | 1 | 2 | 14 | 60 | 1 | 4 | 1 | 228 | 278 | 307 | 585 | 79 | 298 | 26 | 6 | 257 | 60 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Midland RockHounds | — | 206 | 189 | 44 | 8 | 1 | 6 | 15 | 70 | 2 | 2 | 2 | 233 | 296 | 381 | 677 | 148 | 331 | 34 | 7 | 288 | 81 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | Las Vegas Aviators | — | 347 | 320 | 78 | 17 | 3 | 10 | 17 | 127 | 7 | 7 | 2 | 244 | 297 | 409 | 706 | 166 | 359 | 37 | 5 | 306 | 93 | — | — | — | — | — | — |
| 2025 | 27 | MLB MLE | Los Angeles Angels | — | 47 | 42 | 7 | 2 | 0 | 1 | 3 | 22 | 0 | 0 | 0 | 167 | 222 | 286 | 508 | 119 | 316 | 47 | 6 | 222 | 36 | -4 | +0 | -3 | -8 | +1 | -1.4 |
| 2025 | 27 | AAA MLE | Sugar Land Space Cowboys | — | 423 | 370 | 79 | 17 | 1 | 7 | 47 | 143 | 4 | 7 | 2 | 214 | 309 | 322 | 630 | 108 | 326 | 34 | 11 | 288 | 81 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | Durham Bulls | — | 422 | 378 | 61 | 10 | 2 | 10 | 35 | 158 | 6 | 13 | 4 | 161 | 243 | 278 | 521 | 116 | 235 | 37 | 8 | 232 | 43 | — | — | — | — | — | — |
| 2021 | 23 | AA MLE | 2 teams | — | 605 | 548 | 95 | 22 | 1 | 7 | 50 | 226 | 2 | 5 | 4 | 173 | 245 | 255 | 500 | 82 | 276 | 37 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2021 | 23 | AA RAW | 2 teams | — | 605 | 521 | 115 | 26 | 1 | 9 | 77 | 188 | 2 | 5 | 4 | 221 | 323 | 326 | 650 | 106 | 323 | 31 | 13 | 298 | 38 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Midland RockHounds | — | 484 | 439 | 93 | 17 | 1 | 14 | 38 | 164 | 3 | 4 | 1 | 212 | 279 | 351 | 630 | 139 | 298 | 34 | 8 | 275 | 72 | — | — | — | — | — | — |
| 2022 | 24 | AA RAW | Midland RockHounds | — | 484 | 424 | 107 | 21 | 1 | 14 | 53 | 134 | 3 | 4 | 1 | 252 | 340 | 406 | 745 | 153 | 332 | 28 | 11 | 333 | 72 | — | — | — | — | — | — |
| 2023 | 25 | AAA MLE | 2 teams | — | 438 | 404 | 92 | 17 | 2 | 8 | 29 | 130 | 3 | 6 | 3 | 228 | 284 | 339 | 624 | 111 | 315 | 30 | 7 | 272 | 70 | — | — | — | — | — | — |
| 2023 | 25 | AAA RAW | 2 teams | — | 438 | 390 | 109 | 23 | 2 | 10 | 43 | 107 | 3 | 6 | 3 | 279 | 356 | 426 | 781 | 146 | 361 | 24 | 10 | 349 | 70 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | 2 teams | — | 373 | 342 | 84 | 18 | 4 | 10 | 19 | 136 | 9 | 8 | 2 | 246 | 303 | 409 | 712 | 164 | 372 | 36 | 5 | 306 | 93 | — | — | — | — | — | — |
| 2024 | 26 | AAA RAW | 2 teams | — | 373 | 330 | 95 | 24 | 4 | 14 | 31 | 121 | 9 | 8 | 2 | 288 | 365 | 512 | 877 | 224 | 409 | 32 | 8 | 382 | 93 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | 2 teams | — | 470 | 412 | 86 | 19 | 1 | 8 | 50 | 165 | 4 | 7 | 2 | 209 | 300 | 318 | 618 | 109 | 324 | 35 | 11 | 281 | 77 | — | — | — | — | — | — |
| 2025 | 27 | AAA RAW | 2 teams | — | 470 | 386 | 93 | 20 | 1 | 11 | 76 | 141 | 4 | 7 | 2 | 241 | 371 | 383 | 755 | 142 | 347 | 30 | 16 | 343 | 77 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | Durham Bulls | — | 422 | 378 | 61 | 10 | 2 | 10 | 35 | 158 | 6 | 13 | 4 | 161 | 243 | 278 | 521 | 116 | 241 | 37 | 8 | 232 | 43 | — | — | — | — | — | — |
| 2026 | 28 | AAA RAW | Durham Bulls | — | 422 | 362 | 74 | 13 | 2 | 15 | 51 | 132 | 6 | 13 | 4 | 204 | 313 | 376 | 688 | 171 | 272 | 31 | 12 | 310 | 43 | — | — | — | — | — | — |
| 2021 | 23 | AA MLE | 2 teams | — | 605 | 548 | 95 | 22 | 1 | 7 | 50 | 226 | 2 | 5 | 4 | 173 | 245 | 255 | 500 | 82 | 270 | 37 | 8 | 225 | 38 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Midland RockHounds | — | 484 | 440 | 93 | 17 | 1 | 14 | 38 | 164 | 3 | 4 | 1 | 211 | 279 | 350 | 629 | 139 | 293 | 34 | 8 | 275 | 72 | — | — | — | — | — | — |
| 2023 | 25 | AAA MLE | 2 teams | — | 438 | 403 | 92 | 17 | 2 | 8 | 29 | 130 | 3 | 6 | 3 | 228 | 284 | 340 | 624 | 112 | 314 | 30 | 7 | 272 | 70 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | 2 teams | — | 373 | 342 | 84 | 18 | 4 | 10 | 19 | 136 | 9 | 8 | 2 | 246 | 303 | 409 | 712 | 164 | 359 | 36 | 5 | 306 | 93 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | 2 teams | — | 470 | 413 | 86 | 19 | 1 | 8 | 50 | 165 | 4 | 7 | 2 | 208 | 300 | 317 | 618 | 109 | 325 | 35 | 11 | 281 | 77 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | Durham Bulls | — | 422 | 378 | 61 | 10 | 2 | 10 | 35 | 158 | 6 | 13 | 4 | 161 | 243 | 278 | 521 | 116 | 235 | 37 | 8 | 232 | 43 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | AAA MLE | 2 teams | — | 373 | 342 | 84 | 18 | 4 | 10 | 19 | 136 | 9 | 8 | 2 | 246 | 303 | 409 | 712 | 164 | 359 | 36 | 5 | 306 | 93 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | 2 teams | — | 470 | 413 | 86 | 19 | 1 | 8 | 50 | 165 | 4 | 7 | 2 | 208 | 300 | 317 | 618 | 109 | 325 | 35 | 11 | 281 | 77 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | Durham Bulls | — | 422 | 378 | 61 | 10 | 2 | 10 | 35 | 158 | 6 | 13 | 4 | 161 | 243 | 278 | 521 | 116 | 235 | 37 | 8 | 232 | 43 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB MLE | TB | 10% | 380 | 339 | 71 | 14 | 2 | 10 | 33 | 132 | 5 | 8 | 2 | 208 | 287 | 345 | 632 | 137 | 304 | 35 | 9 | 285 | 79 | -10 | +1 | -1 | -7 | +8 | -0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB CTX | TB | 10% | 16 | 15 | 3 | 1 | 0 | 0 | 1 | 6 | 0 | 0 | 0 | 210 | 288 | 344 | 632 | 134 | 307 | 38 | 6 | 285 | 79 | -0 | +0 | -0 | -0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 30 | MLB MLE | TB | 27% | 272 | 244 | 51 | 10 | 1 | 7 | 23 | 94 | 3 | 4 | 1 | 207 | 284 | 340 | 624 | 133 | 300 | 35 | 8 | 281 | 77 | -8 | +0 | -3 | -5 | +6 | -0.9 |
| 2028 | 30 | MLB CTX | TB | 27% | 74 | 67 | 14 | 3 | 0 | 2 | 6 | 25 | 1 | 1 | 0 | 208 | 285 | 338 | 624 | 130 | 303 | 34 | 8 | 281 | 77 | -2 | +0 | -1 | -1 | +2 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 121 | 109 | 21 | 5 | 0 | 3 | 9 | 47 | 1 | 1 | 0 | 193 | 261 | 321 | 582 | 128 | 305 | 39 | 7 | 258 | 66 | -6 | +0 | -3 | -10 | +3 | -1.6 | |
| / 162G | — | A+C | — | 650 | 586 | 113 | 27 | 0 | 16 | 48 | 252 | 5 | 5 | 0 | 193 | 260 | 321 | 581 | 128 | 305 | 39 | 7 | 258 | 66 | -31 | +1 | -18 | -52 | +14 | -8.7 | |
| Career | — | MLE | — | 3219 | 2906 | 592 | 119 | 13 | 68 | 257 | 1127 | 32 | 50 | 18 | 204 | 276 | 324 | 600 | 120 | 303 | 35 | 8 | 265 | 66 | -15 | +1 | -6 | -16 | +10 | -2.7 | |
| / 162G | — | MLE | — | 650 | 587 | 120 | 24 | 3 | 14 | 52 | 228 | 6 | 10 | 4 | 204 | 276 | 327 | 603 | 123 | 304 | 35 | 8 | 265 | 66 | -21 | +1 | -8 | -22 | +14 | -3.6 | |
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 AAADurham Bulls · 422 PAwOBA .304 → .232 (−72)K% 31.3% → 37.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.28% | ÷1.000 | ×1.200 | — | — | 37.54% |
| BB% (unintentional) /PA | 12.09% | ÷1.000 | ×0.690 | — | ×0.982 | 8.19% |
| HBP% /PA | 1.42% | — | ×0.940 | — | ×0.982 | 1.31% |
| Singles /BIP | 19.13% | ÷1.000 | ×0.930 | ×0.989 | ×0.982 | 17.29% |
| Doubles /BIP | 5.65% | ÷1.000 | ×0.830 | ×0.989 | ×0.982 | 4.56% |
| Triples /BIP | 0.87% | ÷1.000 | ×0.970 | ×0.989 | ×0.982 | 0.82% |
| Home runs /BIP | 6.52% | ÷1.000 | ×0.700 | — | ×0.982 | 4.48% |
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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.989.
Result: wOBA .304 → .232; ISO .171 → .121; BABIP .272 → .235. 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 AAASugar Land Space Cowboys · 423 PAwOBA .349 → .288 (−61)K% 28.1% → 33.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.13% | ÷0.995 | ×1.200 | — | — | 33.95% |
| BB% (unintentional) /PA | 17.02% | ÷1.056 | ×0.690 | — | ×0.992 | 11.04% |
| HBP% /PA | 0.95% | — | ×0.940 | — | ×0.992 | 0.88% |
| Singles /BIP | 25.33% | ÷1.012 | ×0.930 | ×1.029 | ×0.992 | 23.75% |
| Doubles /BIP | 8.00% | ÷0.891 | ×0.830 | ×1.029 | ×0.992 | 7.60% |
| Triples /BIP | 0.44% | ÷0.900 | ×0.970 | ×1.029 | ×0.992 | 0.49% |
| Home runs /BIP | 4.44% | ÷0.961 | ×0.700 | — | ×0.992 | 3.21% |
Factors used: league row International League. Park (home-season share, regressed): HR 92, 1B 102, 2B 78, 3B 80, K 99, BB 111 — 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 ×1.029.
Result: wOBA .349 → .288; ISO .145 → .121; BABIP .350 → .326. 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 AAALas Vegas Aviators · 347 PAwOBA .382 → .306 (−76)K% 31.1% → 36.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.12% | ÷1.022 | ×1.200 | — | — | 36.55% |
| BB% (unintentional) /PA | 6.92% | ÷0.952 | ×0.690 | — | ×1.003 | 5.03% |
| HBP% /PA | 2.02% | — | ×0.940 | — | ×1.003 | 1.90% |
| Singles /BIP | 25.74% | ÷0.974 | ×0.930 | ×0.991 | ×1.003 | 24.44% |
| Doubles /BIP | 11.39% | ÷1.088 | ×0.830 | ×0.991 | ×1.003 | 8.63% |
| Triples /BIP | 1.98% | ÷1.150 | ×0.970 | ×0.991 | ×1.003 | 1.66% |
| Home runs /BIP | 6.93% | ÷1.001 | ×0.700 | — | ×1.003 | 4.86% |
Factors used: league row International League. Park (home-season share, regressed): HR 100, 1B 95, 2B 118, 3B 130, K 104, BB 90 — 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 ×0.991.
Result: wOBA .382 → .306; ISO .235 → .168; BABIP .414 → .359. 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 AAALas Vegas Aviators · 232 PAwOBA .312 → .257 (−55)K% 22.0% → 25.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.98% | ÷1.017 | ×1.200 | — | — | 25.93% |
| BB% (unintentional) /PA | 9.05% | ÷1.055 | ×0.690 | — | ×1.018 | 6.03% |
| HBP% /PA | 0.43% | — | ×0.940 | — | ×1.018 | 0.41% |
| Singles /BIP | 24.84% | ÷0.993 | ×0.930 | ×0.986 | ×1.018 | 23.36% |
| Doubles /BIP | 7.64% | ÷1.124 | ×0.830 | ×0.986 | ×1.018 | 5.67% |
| Triples /BIP | 0.64% | ÷1.133 | ×0.970 | ×0.986 | ×1.018 | 0.55% |
| Home runs /BIP | 1.91% | ÷0.996 | ×0.700 | — | ×1.018 | 1.37% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 99, 2B 125, 3B 127, K 103, BB 111 — 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 ×0.986.
Result: wOBA .312 → .257; ISO .111 → .082; BABIP .335 → .298. 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 AAMidland RockHounds · 206 PAwOBA .372 → .288 (−84)K% 27.2% → 33.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.18% | ÷0.981 | ×1.220 | — | — | 33.80% |
| BB% (unintentional) /PA | 10.68% | ÷1.031 | ×0.700 | — | ×0.988 | 7.16% |
| HBP% /PA | 0.97% | — | ×0.870 | — | ×0.988 | 0.83% |
| Singles /BIP | 27.78% | ÷1.021 | ×0.920 | ×0.971 | ×0.988 | 24.01% |
| Doubles /BIP | 8.73% | ÷1.011 | ×0.840 | ×0.971 | ×0.988 | 6.96% |
| Triples /BIP | 0.79% | ÷1.150 | ×0.940 | ×0.971 | ×0.988 | 0.62% |
| Home runs /BIP | 5.56% | ÷0.957 | ×0.800 | — | ×0.988 | 4.59% |
Factors used: league row TL. Park (home-season share, regressed): HR 91, 1B 104, 2B 102, 3B 130, K 96, BB 106 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.971.
Result: wOBA .372 → .288; ISO .187 → .145; BABIP .395 → .331. 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 AAMidland RockHounds · 484 PAwOBA .327 → .275 (−52)K% 27.7% → 33.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.69% | ÷0.995 | ×1.220 | — | — | 33.93% |
| BB% (unintentional) /PA | 10.95% | ÷0.968 | ×0.700 | — | ×0.998 | 7.91% |
| HBP% /PA | 0.62% | — | ×0.870 | — | ×0.998 | 0.54% |
| Singles /BIP | 24.48% | ÷1.067 | ×0.920 | ×1.031 | ×0.998 | 21.72% |
| Doubles /BIP | 7.24% | ÷1.007 | ×0.840 | ×1.031 | ×0.998 | 6.22% |
| Triples /BIP | 0.34% | ÷0.931 | ×0.940 | ×1.031 | ×0.998 | 0.36% |
| Home runs /BIP | 4.83% | ÷0.793 | ×0.800 | — | ×0.998 | 4.86% |
Factors used: league row TL. Park (home-season share, regressed): HR 59, 1B 113, 2B 101, 3B 86, K 99, BB 94 — 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 ×1.031.
Result: wOBA .327 → .275; ISO .153 → .142; BABIP .332 → .293. 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 AAMidland RockHounds · 515 PAwOBA .281 → .225 (−56)K% 30.1% → 37.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.10% | ÷0.983 | ×1.220 | — | — | 37.36% |
| BB% (unintentional) /PA | 12.04% | ÷1.027 | ×0.690 | — | ×1.012 | 8.19% |
| HBP% /PA | 0.19% | — | ×0.850 | — | ×1.012 | 0.17% |
| Singles /BIP | 22.18% | ÷1.096 | ×0.940 | ×1.024 | ×1.012 | 19.70% |
| Doubles /BIP | 7.51% | ÷1.018 | ×0.870 | ×1.024 | ×1.012 | 6.64% |
| Triples /BIP | 0.34% | ÷1.127 | ×0.920 | ×1.024 | ×1.012 | 0.29% |
| Home runs /BIP | 2.39% | ÷0.838 | ×0.780 | — | ×1.012 | 2.25% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 68, 1B 119, 2B 104, 3B 125, K 97, BB 105 — 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 ×1.024.
Result: wOBA .281 → .225; ISO .100 → .087; BABIP .304 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .