Alan Roden
LF St. Paul Saints| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 24 | AAA/AATOR | 530 | .293/.394/.475 | 16 | 14 | 108 | — | .267/.342/.408 |
| 2025 | 25 | AAATOR | 142 | .331/.426/.496 | 3 | 4 | 123 | — | .294/.369/.437 |
| 2025 | 25 | MLBMIN | 153 | .191/.267/.294 | 2 | 1 | 58 | -0.6 | |
| 2026 | 26 | AAAMIN | 225 | .277/.387/.466 | 9 | 4 | 89 | — | .224/.307/.348 |
| 2026 | 26 | MLBMIN | 94 | .291/.385/.392 | 1 | 0 | 118 | 0.1 | |
| 2027PROJ45% MLB | 27 | MLBMIN | 107 | .240/.319/.371 | 2 | 2 | 96 | 0.2 | |
| 2028PROJ56% MLB | 28 | MLBMIN | 154 | .238/.317/.365 | 3 | 2 | 94 | 0.1 | |
| 2029PROJ59% MLB | 29 | MLBMIN | 164 | .235/.314/.358 | 3 | 2 | 91 | 0.1 |
Tools · Splits · Contract
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) | |||||||||||||||||||||||||||||||
| 2022 | 22 | A | Dunedin Blue Jays | — | 115 | 90 | 21 | 4 | 0 | 1 | 17 | 13 | 5 | 5 | 1 | 233 | 384 | 311 | 695 | 78 | 253 | 11 | 15 | 324 | 70 | — | — | — | — | — | — |
| 2023 | 23 | AA | New Hampshire Fisher Cats | — | 209 | 174 | 54 | 6 | 1 | 6 | 26 | 32 | 8 | 9 | 2 | 310 | 423 | 460 | 883 | 149 | 350 | 15 | 12 | 397 | 118 | — | — | — | — | — | — |
| 2023 | 23 | A+ | Vancouver Canadians | — | 323 | 268 | 86 | 23 | 1 | 4 | 42 | 32 | 13 | 15 | 2 | 321 | 437 | 459 | 895 | 138 | 353 | 10 | 13 | 405 | 112 | — | — | — | — | — | — |
| 2024 | 24 | AAA | Buffalo Bisons | — | 286 | 245 | 77 | 15 | 3 | 9 | 35 | 41 | 4 | 8 | 0 | 314 | 408 | 510 | 919 | 196 | 345 | 14 | 12 | 404 | 124 | — | — | — | — | — | — |
| 2024 | 24 | AA | New Hampshire Fisher Cats | — | 244 | 206 | 55 | 11 | 1 | 7 | 29 | 34 | 7 | 6 | 1 | 267 | 376 | 432 | 808 | 165 | 287 | 14 | 12 | 362 | 89 | — | — | — | — | — | — |
| 2025 | 25 | MLB | Minnesota Twins | — | 153 | 136 | 26 | 6 | 1 | 2 | 8 | 37 | 6 | 1 | 1 | 191 | 267 | 294 | 561 | 103 | 240 | 24 | 5 | 254 | 58 | -8 | -0 | +2 | -3 | +3 | -0.6 |
| 2025 | 25 | AAA | Buffalo Bisons | — | 142 | 121 | 40 | 9 | 1 | 3 | 16 | 13 | 4 | 4 | 1 | 331 | 426 | 496 | 921 | 165 | 349 | 9 | 11 | 408 | 123 | — | — | — | — | — | — |
| 2026 | 26 | MLB | Minnesota Twins | — | 94 | 79 | 23 | 5 | 0 | 1 | 12 | 12 | 0 | 0 | 0 | 291 | 385 | 392 | 777 | 101 | 324 | 13 | 13 | 343 | 118 | +2 | +0 | +0 | -3 | +2 | 0.1 |
| 2026 | 26 | AAA | St. Paul Saints | — | 225 | 191 | 53 | 9 | 0 | 9 | 30 | 34 | 4 | 4 | 1 | 277 | 387 | 466 | 853 | 188 | 297 | 15 | 13 | 381 | 89 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 247 | 215 | 49 | 11 | 1 | 3 | 20 | 49 | 6 | 1 | 1 | 228 | 311 | 330 | 641 | 102 | 274 | 20 | 8 | 288 | 81 | -6 | -0 | +2 | -7 | +5 | -0.5 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2022 | 22 | A MLE | Dunedin Blue Jays | — | 115 | 97 | 21 | 4 | 0 | 1 | 10 | 17 | 5 | 5 | 1 | 216 | 321 | 289 | 610 | 72 | 227 | 15 | 9 | 272 | 70 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | New Hampshire Fisher Cats | — | 209 | 184 | 53 | 6 | 1 | 5 | 16 | 40 | 8 | 9 | 2 | 288 | 370 | 413 | 783 | 125 | 338 | 19 | 8 | 342 | 118 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | Vancouver Canadians | — | 323 | 280 | 78 | 21 | 1 | 3 | 30 | 42 | 13 | 15 | 2 | 279 | 375 | 393 | 767 | 114 | 314 | 13 | 9 | 333 | 112 | — | — | — | — | — | — |
| 2024 | 24 | AAA MLE | Buffalo Bisons | — | 286 | 257 | 75 | 14 | 3 | 7 | 23 | 49 | 4 | 8 | 0 | 292 | 359 | 451 | 811 | 160 | 333 | 17 | 8 | 352 | 124 | — | — | — | — | — | — |
| 2024 | 24 | AA MLE | New Hampshire Fisher Cats | — | 244 | 215 | 51 | 9 | 1 | 5 | 20 | 42 | 7 | 6 | 1 | 237 | 322 | 358 | 680 | 121 | 265 | 17 | 8 | 300 | 89 | — | — | — | — | — | — |
| 2025 | 25 | MLB MLE | Minnesota Twins | — | 153 | 136 | 26 | 6 | 1 | 2 | 8 | 37 | 6 | 1 | 1 | 191 | 267 | 294 | 561 | 103 | 240 | 24 | 5 | 254 | 58 | -8 | -0 | +2 | -3 | +3 | -0.6 |
| 2025 | 25 | AAA MLE | Buffalo Bisons | — | 142 | 126 | 37 | 7 | 1 | 3 | 11 | 16 | 4 | 4 | 1 | 294 | 369 | 437 | 805 | 143 | 314 | 11 | 8 | 350 | 123 | — | — | — | — | — | — |
| 2026 | 26 | MLB MLE | Minnesota Twins | — | 94 | 79 | 23 | 5 | 0 | 1 | 12 | 12 | 0 | 0 | 0 | 291 | 385 | 392 | 777 | 101 | 324 | 13 | 13 | 343 | 118 | +2 | +0 | +0 | -3 | +2 | 0.1 |
| 2026 | 26 | AAA MLE | St. Paul Saints | — | 225 | 201 | 45 | 7 | 0 | 6 | 20 | 41 | 4 | 4 | 1 | 224 | 307 | 348 | 655 | 124 | 258 | 18 | 9 | 300 | 89 | — | — | — | — | — | — |
| 2022 | 22 | A MLE | Dunedin Blue Jays | — | 115 | 97 | 21 | 4 | 0 | 1 | 10 | 17 | 5 | 5 | 1 | 216 | 321 | 289 | 610 | 72 | 244 | 15 | 9 | 272 | 70 | — | — | — | — | — | — |
| 2022 | 22 | A RAW | Dunedin Blue Jays | — | 115 | 90 | 21 | 4 | 0 | 1 | 17 | 13 | 5 | 5 | 1 | 233 | 384 | 311 | 695 | 78 | 253 | 11 | 15 | 324 | 70 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 532 | 464 | 131 | 26 | 2 | 8 | 46 | 82 | 21 | 24 | 4 | 282 | 373 | 399 | 772 | 116 | 328 | 15 | 9 | 337 | 114 | — | — | — | — | — | — |
| 2023 | 23 | A+ RAW | 2 teams | — | 532 | 442 | 140 | 29 | 2 | 10 | 68 | 64 | 21 | 24 | 4 | 317 | 431 | 459 | 891 | 143 | 352 | 12 | 13 | 402 | 114 | — | — | — | — | — | — |
| 2024 | 24 | AAA MLE | 2 teams | — | 530 | 472 | 127 | 24 | 4 | 12 | 43 | 91 | 11 | 14 | 1 | 269 | 344 | 413 | 757 | 144 | 308 | 17 | 8 | 328 | 108 | — | — | — | — | — | — |
| 2024 | 24 | AAA RAW | 2 teams | — | 530 | 451 | 132 | 26 | 4 | 16 | 64 | 75 | 11 | 14 | 1 | 293 | 394 | 475 | 868 | 182 | 319 | 14 | 12 | 384 | 108 | — | — | — | — | — | — |
| 2025 | 25 | MLB MLE | 2 teams | — | 295 | 262 | 63 | 13 | 2 | 5 | 19 | 53 | 10 | 5 | 2 | 240 | 316 | 363 | 679 | 122 | 279 | 18 | 6 | 300 | 89 | -4 | +0 | +2 | -3 | +6 | 0.2 |
| 2025 | 25 | MLB RAW | 2 teams | — | 295 | 257 | 66 | 15 | 2 | 5 | 24 | 50 | 10 | 5 | 2 | 257 | 344 | 389 | 733 | 132 | 296 | 17 | 8 | 328 | 89 | -4 | +0 | +2 | -3 | +6 | 0.2 |
| 2026 | 26 | AAA MLE | 2 teams | — | 319 | 280 | 68 | 12 | 0 | 7 | 32 | 53 | 4 | 4 | 1 | 243 | 329 | 361 | 690 | 118 | 275 | 17 | 10 | 313 | 98 | — | — | — | — | — | — |
| 2026 | 26 | AAA RAW | 2 teams | — | 319 | 270 | 76 | 14 | 0 | 10 | 42 | 46 | 4 | 4 | 1 | 281 | 386 | 444 | 831 | 163 | 306 | 14 | 13 | 370 | 98 | — | — | — | — | — | — |
| 2022 | 22 | A MLE | Dunedin Blue Jays | — | 115 | 99 | 21 | 4 | 0 | 1 | 10 | 17 | 5 | 5 | 1 | 212 | 321 | 283 | 604 | 71 | 227 | 15 | 9 | 272 | 70 | — | — | — | — | — | — |
| 2023 | 23 | A+ MLE | 2 teams | — | 532 | 460 | 131 | 26 | 2 | 8 | 46 | 82 | 21 | 24 | 4 | 285 | 373 | 402 | 775 | 117 | 323 | 15 | 9 | 337 | 114 | — | — | — | — | — | — |
| 2024 | 24 | AAA MLE | 2 teams | — | 530 | 471 | 127 | 24 | 4 | 12 | 43 | 91 | 11 | 14 | 1 | 270 | 344 | 414 | 758 | 144 | 302 | 17 | 8 | 328 | 108 | — | — | — | — | — | — |
| 2025 | 25 | MLB MLE | 2 teams | — | 295 | 264 | 63 | 13 | 2 | 5 | 19 | 53 | 10 | 5 | 2 | 239 | 316 | 360 | 676 | 121 | 276 | 18 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 319 | 280 | 68 | 12 | 0 | 7 | 32 | 53 | 4 | 4 | 1 | 243 | 329 | 361 | 690 | 118 | 277 | 17 | 10 | 313 | 98 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 24 | AAA MLE | 2 teams | — | 530 | 471 | 127 | 24 | 4 | 12 | 43 | 91 | 11 | 14 | 1 | 270 | 344 | 414 | 758 | 144 | 302 | 17 | 8 | 328 | 108 | — | — | — | — | — | — |
| 2025 | 25 | MLB MLE | 2 teams | — | 295 | 264 | 63 | 13 | 2 | 5 | 19 | 53 | 10 | 5 | 2 | 239 | 316 | 360 | 676 | 121 | 276 | 18 | 6 | 300 | 89 | — | — | — | — | — | — |
| 2026 | 26 | AAA MLE | 2 teams | — | 319 | 280 | 68 | 12 | 0 | 7 | 32 | 53 | 4 | 4 | 1 | 243 | 329 | 361 | 690 | 118 | 277 | 17 | 10 | 313 | 98 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB MLE | MIN | 45% | 369 | 328 | 79 | 15 | 2 | 8 | 32 | 66 | 6 | 6 | 1 | 240 | 319 | 370 | 689 | 130 | 274 | 18 | 9 | 310 | 96 | -2 | +1 | +3 | -4 | +8 | 0.5 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 27 | MLB CTX | MIN | 45% | 107 | 95 | 22 | 4 | 0 | 2 | 9 | 19 | 2 | 2 | 0 | 240 | 319 | 371 | 690 | 131 | 274 | 18 | 8 | 310 | 96 | -1 | +0 | +1 | -1 | +2 | 0.2 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 28 | MLB MLE | MIN | 56% | 276 | 245 | 58 | 11 | 1 | 6 | 24 | 50 | 5 | 4 | 1 | 237 | 317 | 365 | 682 | 127 | 273 | 18 | 9 | 307 | 94 | -2 | +0 | +1 | -3 | +6 | 0.3 |
| 2029 | 29 | MLB MLE | MIN | 59% | 276 | 245 | 58 | 11 | 1 | 6 | 24 | 51 | 5 | 3 | 1 | 235 | 314 | 358 | 671 | 123 | 271 | 18 | 9 | 303 | 91 | -3 | +0 | +1 | -3 | +6 | 0.1 |
| 2030 | 30 | MLB MLE | MIN | 61% | 276 | 247 | 58 | 11 | 1 | 6 | 23 | 52 | 4 | 2 | 1 | 231 | 310 | 349 | 658 | 118 | 269 | 19 | 8 | 298 | 88 | -4 | +0 | -0 | -3 | +6 | -0.1 |
| 2028 | 28 | MLB CTX | MIN | 56% | 154 | 137 | 32 | 6 | 1 | 3 | 13 | 28 | 3 | 2 | 1 | 238 | 317 | 365 | 682 | 128 | 273 | 18 | 8 | 307 | 94 | -1 | +0 | +1 | -2 | +3 | 0.1 |
| 2029 | 29 | MLB CTX | MIN | 59% | 164 | 146 | 34 | 6 | 1 | 3 | 14 | 30 | 3 | 2 | 0 | 235 | 314 | 358 | 672 | 124 | 271 | 18 | 9 | 303 | 91 | -2 | +0 | +0 | -2 | +4 | 0.1 |
| 2030 | 30 | MLB CTX | MIN | 61% | 170 | 151 | 36 | 7 | 1 | 3 | 14 | 32 | 3 | 1 | 0 | 231 | 310 | 350 | 659 | 118 | 269 | 19 | 8 | 298 | 88 | -2 | +0 | -0 | -2 | +4 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 735 | 649 | 151 | 30 | 4 | 12 | 61 | 139 | 15 | 6 | 2 | 233 | 313 | 347 | 660 | 114 | 275 | 19 | 8 | 298 | 99 | -11 | +0 | +3 | -12 | +16 | -0.3 | |
| / 162G | — | A+C | — | 650 | 574 | 135 | 27 | 4 | 11 | 54 | 123 | 13 | 5 | 2 | 235 | 315 | 354 | 669 | 118 | 277 | 19 | 8 | 298 | 99 | -10 | +0 | +3 | -10 | +14 | -0.3 | |
| Career | — | MLE | — | 2857 | 2523 | 635 | 122 | 12 | 56 | 242 | 492 | 69 | 65 | 13 | 252 | 334 | 376 | 710 | 124 | 291 | 17 | 8 | 314 | 99 | -16 | +1 | +5 | -18 | +28 | 0.1 | |
| / 162G | — | MLE | — | 650 | 574 | 145 | 28 | 3 | 13 | 55 | 112 | 16 | 15 | 3 | 253 | 335 | 380 | 715 | 127 | 291 | 17 | 8 | 314 | 99 | -8 | +0 | +3 | -9 | +14 | 0.1 | |
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 AAASt. Paul Saints · 225 PAwOBA .370 → .300 (−70)K% 15.1% → 18.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.11% | ÷1.000 | ×1.200 | — | — | 18.13% |
| BB% (unintentional) /PA | 12.89% | ÷1.000 | ×0.690 | — | ×1.003 | 8.92% |
| HBP% /PA | 1.78% | — | ×0.940 | — | ×1.003 | 1.68% |
| Singles /BIP | 22.29% | ÷1.000 | ×0.930 | ×0.970 | ×1.003 | 20.16% |
| Doubles /BIP | 5.73% | ÷1.000 | ×0.830 | ×0.970 | ×1.003 | 4.63% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | ×0.970 | ×1.003 | 0.00% |
| Home runs /BIP | 5.73% | ÷1.000 | ×0.700 | — | ×1.003 | 4.02% |
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 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 ×0.970.
Result: wOBA .370 → .300; ISO .188 → .140; BABIP .297 → .258. 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 AAABuffalo Bisons · 142 PAwOBA .401 → .350 (−51)K% 9.2% → 11.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.15% | ÷0.988 | ×1.200 | — | — | 11.12% |
| BB% (unintentional) /PA | 11.27% | ÷0.984 | ×0.690 | — | ×1.018 | 8.04% |
| HBP% /PA | 2.82% | — | ×0.940 | — | ×1.018 | 2.70% |
| Singles /BIP | 25.00% | ÷1.007 | ×0.930 | ×1.002 | ×1.018 | 23.55% |
| Doubles /BIP | 8.33% | ÷1.098 | ×0.830 | ×1.002 | ×1.018 | 6.43% |
| Triples /BIP | 0.93% | ÷0.986 | ×0.970 | ×1.002 | ×1.018 | 0.93% |
| Home runs /BIP | 2.78% | ÷0.847 | ×0.700 | — | ×1.018 | 2.34% |
Factors used: league row International League. Park (home-season share, regressed): HR 69, 1B 101, 2B 120, 3B 97, K 98, BB 97 — 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 ×1.002.
Result: wOBA .401 → .350; ISO .165 → .140; BABIP .349 → .314. 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 AAABuffalo Bisons · 286 PAwOBA .395 → .352 (−42)K% 14.3% → 17.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.34% | ÷1.004 | ×1.200 | — | — | 17.13% |
| BB% (unintentional) /PA | 11.89% | ÷1.028 | ×0.690 | — | ×1.033 | 8.24% |
| HBP% /PA | 1.40% | — | ×0.940 | — | ×1.033 | 1.36% |
| Singles /BIP | 24.51% | ÷0.988 | ×0.930 | ×1.028 | ×1.033 | 24.50% |
| Doubles /BIP | 7.35% | ÷0.959 | ×0.830 | ×1.028 | ×1.033 | 6.76% |
| Triples /BIP | 1.47% | ÷1.150 | ×0.970 | ×1.028 | ×1.033 | 1.32% |
| Home runs /BIP | 4.41% | ÷0.990 | ×0.700 | — | ×1.033 | 3.22% |
Factors used: league row International League. Park (home-season share, regressed): HR 98, 1B 98, 2B 92, 3B 130, K 101, BB 106 — 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 ×1.028.
Result: wOBA .395 → .352; ISO .196 → .163; BABIP .345 → .333. 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 AANew Hampshire Fisher Cats · 244 PAwOBA .354 → .300 (−55)K% 13.9% → 17.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.93% | ÷0.995 | ×1.220 | — | — | 17.09% |
| BB% (unintentional) /PA | 11.48% | ÷0.990 | ×0.700 | — | ×0.998 | 8.10% |
| HBP% /PA | 2.87% | — | ×0.850 | — | ×0.998 | 2.43% |
| Singles /BIP | 20.93% | ÷1.015 | ×0.970 | ×1.015 | ×0.998 | 20.26% |
| Doubles /BIP | 6.40% | ÷1.051 | ×0.860 | ×1.015 | ×0.998 | 5.30% |
| Triples /BIP | 0.58% | ÷1.150 | ×0.950 | ×1.015 | ×0.998 | 0.49% |
| Home runs /BIP | 4.07% | ÷1.145 | ×0.780 | — | ×0.998 | 2.77% |
Factors used: league row EL. Park (home-season share, regressed): HR 129, 1B 103, 2B 110, 3B 130, K 99, BB 98 — 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 ×1.015.
Result: wOBA .354 → .300; ISO .165 → .125; BABIP .287 → .265. 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+Vancouver Canadians · 323 PAwOBA .395 → .333 (−63)K% 9.9% → 13.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.91% | ÷1.028 | ×1.350 | — | — | 13.01% |
| BB% (unintentional) /PA | 13.00% | ÷0.992 | ×0.710 | — | ×0.988 | 9.19% |
| HBP% /PA | 4.02% | — | ×0.810 | — | ×0.988 | 3.22% |
| Singles /BIP | 24.58% | ÷1.006 | ×0.910 | ×1.010 | ×0.988 | 22.20% |
| Doubles /BIP | 9.75% | ÷0.949 | ×0.830 | ×1.010 | ×0.988 | 8.51% |
| Triples /BIP | 0.42% | ÷0.900 | ×0.820 | ×1.010 | ×0.988 | 0.39% |
| Home runs /BIP | 1.69% | ÷1.253 | ×0.830 | — | ×0.988 | 1.11% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 151, 1B 101, 2B 90, 3B 80, K 106, BB 98 — 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 ×1.010.
Result: wOBA .395 → .333; ISO .138 → .113; BABIP .353 → .314. 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 AANew Hampshire Fisher Cats · 209 PAwOBA .387 → .342 (−45)K% 15.3% → 19.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.31% | ÷0.967 | ×1.220 | — | — | 19.31% |
| BB% (unintentional) /PA | 11.96% | ÷1.105 | ×0.700 | — | ×1.012 | 7.67% |
| HBP% /PA | 3.83% | — | ×0.850 | — | ×1.012 | 3.29% |
| Singles /BIP | 28.87% | ÷1.023 | ×0.970 | ×1.024 | ×1.012 | 28.37% |
| Doubles /BIP | 4.23% | ÷0.963 | ×0.860 | ×1.024 | ×1.012 | 3.91% |
| Triples /BIP | 0.70% | ÷1.033 | ×0.950 | ×1.024 | ×1.012 | 0.67% |
| Home runs /BIP | 4.23% | ÷1.000 | ×0.780 | — | ×1.012 | 3.33% |
Factors used: league row EL. Park (home-season share, regressed): HR 100, 1B 105, 2B 93, 3B 107, K 93, BB 121 — 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 .387 → .342; ISO .149 → .128; BABIP .350 → .338. 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 ADunedin Blue Jays · 115 PAwOBA .322 → .272 (−49)K% 11.3% → 15.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.30% | ÷1.017 | ×1.360 | — | — | 15.12% |
| BB% (unintentional) /PA | 13.91% | ÷1.050 | ×0.690 | — | ×0.990 | 9.05% |
| HBP% /PA | 4.35% | — | ×0.780 | — | ×0.990 | 3.36% |
| Singles /BIP | 20.78% | ÷1.005 | ×0.920 | ×1.004 | ×0.990 | 18.89% |
| Doubles /BIP | 5.19% | ÷0.983 | ×0.830 | ×1.004 | ×0.990 | 4.36% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.910 | ×1.004 | ×0.990 | 0.00% |
| Home runs /BIP | 1.30% | ÷0.916 | ×0.800 | — | ×0.990 | 1.12% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 83, 1B 101, 2B 97, 3B 80, K 103, BB 110 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.004.
Result: wOBA .322 → .272; ISO .078 → .072; BABIP .253 → .227. 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).