Cayden Wallace
3B Harrisburg Senators| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 22 | AA/ROK2 orgs | 206 | .258/.324/.360 | 3 | 4 | 64 | — | .233/.289/.312 |
| 2025 | 23 | AAWSH | 481 | .242/.316/.376 | 10 | 16 | 64 | — | .212/.269/.324 |
| 2026 | 24 | AAA/AAWSH | 564 | .300/.355/.543 | 29 | 20 | 100 | — | .254/.298/.440 |
| 2027PROJMLE | 25 | MLBWSH | 4 | .237/.285/.388 | 0 | 0 | 88 | 0.0 | |
| 2028PROJ39% MLB | 26 | MLBWSH | 98 | .237/.287/.389 | 3 | 2 | 89 | 0.1 | |
| 2029PROJ53% MLB | 27 | MLBWSH | 148 | .236/.288/.387 | 4 | 3 | 89 | 0.2 |
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) | |||||||||||||||||||||||||||||||
| 2022 | 20 | A | Columbia Fireflies | — | 122 | 109 | 32 | 7 | 3 | 2 | 12 | 22 | 1 | 8 | 1 | 294 | 369 | 468 | 837 | 174 | 353 | 18 | 10 | 371 | 74 | — | — | — | — | — | — |
| 2023 | 21 | AA | Northwest Arkansas Naturals | — | 140 | 127 | 30 | 5 | 1 | 3 | 12 | 23 | 0 | 3 | 0 | 236 | 302 | 362 | 664 | 126 | 265 | 16 | 9 | 298 | 50 | — | — | — | — | — | — |
| 2023 | 21 | A+ | Quad Cities River Bandits | — | 428 | 376 | 98 | 22 | 6 | 10 | 42 | 94 | 6 | 15 | 6 | 261 | 344 | 431 | 775 | 170 | 319 | 22 | 10 | 343 | 80 | — | — | — | — | — | — |
| 2024 | 22 | AA | Harrisburg Senators | — | 185 | 167 | 43 | 10 | 0 | 3 | 11 | 33 | 5 | 3 | 3 | 257 | 322 | 371 | 694 | 114 | 301 | 18 | 6 | 311 | 69 | — | — | — | — | — | — |
| 2024 | 22 | ROK | ACL Royals | — | 21 | 19 | 5 | 0 | 0 | 0 | 1 | 4 | 1 | 1 | 1 | 263 | 333 | 263 | 596 | 333 | 19 | 5 | 284 | 18 | — | — | — | — | — | — | |
| 2025 | 23 | AA | Harrisburg Senators | — | 481 | 426 | 103 | 21 | 3 | 10 | 40 | 113 | 6 | 16 | 2 | 242 | 316 | 376 | 691 | 134 | 299 | 23 | 8 | 306 | 64 | — | — | — | — | — | — |
| 2026 | 24 | AAA | Rochester Red Wings | — | 246 | 224 | 67 | 14 | 1 | 11 | 18 | 45 | 2 | 11 | 5 | 299 | 357 | 518 | 874 | 219 | 329 | 18 | 7 | 381 | 93 | — | — | — | — | — | — |
| 2026 | 24 | AA | Harrisburg Senators | — | 318 | 290 | 87 | 16 | 3 | 18 | 23 | 50 | 2 | 9 | 1 | 300 | 354 | 562 | 916 | 262 | 308 | 16 | 7 | 395 | 106 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2022 | 20 | A MLE | Columbia Fireflies | — | 122 | 113 | 25 | 5 | 3 | 1 | 8 | 32 | 1 | 8 | 1 | 221 | 279 | 345 | 624 | 124 | 302 | 26 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2023 | 21 | AA MLE | Northwest Arkansas Naturals | — | 140 | 130 | 26 | 4 | 1 | 3 | 9 | 28 | 0 | 3 | 0 | 200 | 252 | 315 | 567 | 115 | 222 | 20 | 6 | 242 | 50 | — | — | — | — | — | — |
| 2023 | 21 | A+ MLE | Quad Cities River Bandits | — | 428 | 386 | 88 | 19 | 6 | 8 | 32 | 119 | 6 | 15 | 6 | 228 | 297 | 370 | 668 | 142 | 295 | 28 | 7 | 286 | 80 | — | — | — | — | — | — |
| 2024 | 22 | AA MLE | Harrisburg Senators | — | 185 | 170 | 40 | 9 | 0 | 2 | 8 | 40 | 5 | 3 | 3 | 235 | 290 | 324 | 613 | 88 | 283 | 22 | 4 | 270 | 69 | — | — | — | — | — | — |
| 2024 | 22 | ROK MLE | ACL Royals | — | 21 | 19 | 4 | 0 | 0 | 0 | 1 | 6 | 1 | 1 | 1 | 211 | 286 | 211 | 496 | 256 | 29 | 5 | 195 | 18 | — | — | — | — | — | — | |
| 2025 | 23 | AA MLE | Harrisburg Senators | — | 481 | 438 | 93 | 19 | 3 | 8 | 28 | 139 | 6 | 16 | 2 | 212 | 269 | 324 | 593 | 112 | 278 | 29 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2026 | 24 | AAA MLE | Rochester Red Wings | — | 246 | 229 | 57 | 11 | 1 | 8 | 13 | 54 | 2 | 11 | 5 | 249 | 295 | 410 | 706 | 162 | 290 | 22 | 5 | 305 | 93 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Harrisburg Senators | — | 318 | 298 | 77 | 13 | 3 | 14 | 16 | 61 | 2 | 9 | 1 | 258 | 301 | 463 | 764 | 205 | 278 | 19 | 5 | 325 | 106 | — | — | — | — | — | — |
| 2022 | 20 | A MLE | Columbia Fireflies | — | 122 | 113 | 25 | 5 | 3 | 1 | 8 | 32 | 1 | 8 | 1 | 221 | 279 | 345 | 624 | 124 | 300 | 26 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2022 | 20 | A RAW | Columbia Fireflies | — | 122 | 109 | 32 | 7 | 3 | 2 | 12 | 22 | 1 | 8 | 1 | 294 | 369 | 468 | 837 | 174 | 353 | 18 | 10 | 371 | 74 | — | — | — | — | — | — |
| 2023 | 21 | A+ MLE | 2 teams | — | 568 | 516 | 111 | 22 | 6 | 10 | 41 | 146 | 6 | 18 | 6 | 215 | 281 | 339 | 620 | 124 | 277 | 26 | 7 | 275 | 72 | — | — | — | — | — | — |
| 2023 | 21 | A+ RAW | 2 teams | — | 568 | 503 | 128 | 27 | 7 | 13 | 54 | 117 | 6 | 18 | 6 | 254 | 334 | 414 | 747 | 159 | 304 | 21 | 10 | 332 | 72 | — | — | — | — | — | — |
| 2024 | 22 | AA MLE | 2 teams | — | 206 | 190 | 43 | 9 | 0 | 2 | 8 | 46 | 6 | 4 | 4 | 226 | 279 | 305 | 585 | 79 | 285 | 22 | 4 | 262 | 64 | — | — | — | — | — | — |
| 2024 | 22 | AA RAW | 2 teams | — | 206 | 186 | 48 | 10 | 0 | 3 | 12 | 37 | 6 | 4 | 4 | 258 | 324 | 360 | 684 | 102 | 304 | 18 | 6 | 308 | 64 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Harrisburg Senators | — | 481 | 438 | 93 | 19 | 3 | 8 | 28 | 139 | 6 | 16 | 2 | 212 | 269 | 324 | 593 | 112 | 284 | 29 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2025 | 23 | AA RAW | Harrisburg Senators | — | 481 | 426 | 103 | 21 | 3 | 10 | 40 | 113 | 6 | 16 | 2 | 242 | 316 | 376 | 691 | 134 | 299 | 23 | 8 | 306 | 64 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 564 | 527 | 135 | 25 | 4 | 22 | 29 | 115 | 4 | 20 | 6 | 256 | 300 | 444 | 744 | 188 | 287 | 20 | 5 | 316 | 100 | — | — | — | — | — | — |
| 2026 | 24 | AA RAW | 2 teams | — | 564 | 514 | 154 | 30 | 4 | 29 | 41 | 95 | 4 | 20 | 6 | 300 | 355 | 543 | 898 | 243 | 317 | 17 | 7 | 389 | 100 | — | — | — | — | — | — |
| 2022 | 20 | A MLE | Columbia Fireflies | — | 122 | 112 | 25 | 5 | 3 | 1 | 8 | 32 | 1 | 8 | 1 | 223 | 279 | 348 | 627 | 125 | 302 | 26 | 7 | 277 | 74 | — | — | — | — | — | — |
| 2023 | 21 | A+ MLE | 2 teams | — | 568 | 516 | 111 | 22 | 6 | 10 | 41 | 146 | 6 | 18 | 6 | 215 | 281 | 339 | 620 | 124 | 277 | 26 | 7 | 275 | 72 | — | — | — | — | — | — |
| 2024 | 22 | AA MLE | 2 teams | — | 206 | 190 | 43 | 9 | 0 | 2 | 8 | 46 | 6 | 4 | 4 | 226 | 279 | 305 | 585 | 79 | 280 | 22 | 4 | 262 | 64 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Harrisburg Senators | — | 481 | 444 | 93 | 19 | 3 | 8 | 28 | 139 | 6 | 16 | 2 | 209 | 269 | 320 | 589 | 110 | 278 | 29 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 564 | 526 | 135 | 25 | 4 | 22 | 29 | 115 | 4 | 20 | 6 | 257 | 300 | 445 | 745 | 188 | 283 | 20 | 5 | 316 | 100 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | AA MLE | 2 teams | — | 206 | 190 | 43 | 9 | 0 | 2 | 8 | 46 | 6 | 4 | 4 | 226 | 279 | 305 | 585 | 79 | 280 | 22 | 4 | 262 | 64 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Harrisburg Senators | — | 481 | 444 | 93 | 19 | 3 | 8 | 28 | 139 | 6 | 16 | 2 | 209 | 269 | 320 | 589 | 110 | 278 | 29 | 6 | 263 | 64 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 564 | 526 | 135 | 25 | 4 | 22 | 29 | 115 | 4 | 20 | 6 | 257 | 300 | 445 | 745 | 188 | 283 | 20 | 5 | 316 | 100 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB MLE | WSH | 2% | 380 | 353 | 83 | 16 | 2 | 11 | 20 | 88 | 4 | 10 | 3 | 237 | 286 | 390 | 676 | 153 | 283 | 23 | 5 | 298 | 88 | -5 | +1 | +0 | +1 | +8 | 0.4 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB CTX | WSH | 2% | 4 | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 237 | 285 | 388 | 674 | 152 | 282 | 25 | 0 | 298 | 88 | -0 | +0 | +0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 26 | MLB MLE | WSH | 39% | 254 | 236 | 55 | 11 | 1 | 7 | 14 | 59 | 2 | 6 | 2 | 237 | 287 | 391 | 678 | 153 | 283 | 23 | 6 | 300 | 89 | -3 | +0 | +0 | +1 | +6 | 0.4 |
| 2029 | 27 | MLB MLE | WSH | 53% | 281 | 260 | 62 | 12 | 2 | 8 | 16 | 65 | 3 | 7 | 2 | 237 | 288 | 389 | 677 | 152 | 283 | 23 | 6 | 299 | 89 | -4 | +1 | +0 | +1 | +6 | 0.4 |
| 2030 | 28 | MLB MLE | WSH | 60% | 297 | 275 | 65 | 12 | 2 | 9 | 17 | 70 | 3 | 6 | 2 | 235 | 287 | 385 | 672 | 150 | 282 | 24 | 6 | 298 | 88 | -4 | +0 | -1 | +1 | +6 | 0.3 |
| 2031 | 29 | MLB MLE | WSH | 62% | 296 | 273 | 63 | 12 | 1 | 8 | 18 | 70 | 3 | 5 | 2 | 233 | 286 | 380 | 666 | 147 | 281 | 24 | 6 | 295 | 86 | -5 | +0 | -1 | +1 | +6 | 0.1 |
| 2032 | 30 | MLB MLE | WSH | 63% | 294 | 272 | 62 | 12 | 1 | 8 | 18 | 70 | 2 | 3 | 1 | 231 | 284 | 373 | 657 | 143 | 279 | 24 | 6 | 292 | 84 | -6 | +0 | -2 | +1 | +6 | -0.0 |
| 2028 | 26 | MLB CTX | WSH | 39% | 98 | 92 | 21 | 4 | 0 | 3 | 5 | 23 | 1 | 2 | 1 | 237 | 287 | 389 | 676 | 152 | 282 | 23 | 5 | 299 | 89 | -1 | +0 | +0 | +0 | +2 | 0.1 |
| 2029 | 27 | MLB CTX | WSH | 53% | 148 | 137 | 32 | 6 | 1 | 4 | 9 | 34 | 1 | 3 | 1 | 236 | 288 | 387 | 675 | 151 | 282 | 23 | 6 | 299 | 89 | -2 | +0 | +0 | +1 | +3 | 0.2 |
| 2030 | 28 | MLB CTX | WSH | 60% | 178 | 164 | 39 | 8 | 1 | 5 | 10 | 42 | 2 | 4 | 1 | 235 | 287 | 384 | 671 | 149 | 282 | 24 | 6 | 297 | 88 | -3 | +0 | -0 | +1 | +4 | 0.2 |
| 2031 | 29 | MLB CTX | WSH | 62% | 183 | 168 | 40 | 8 | 1 | 5 | 11 | 43 | 2 | 3 | 1 | 233 | 286 | 378 | 664 | 146 | 281 | 23 | 6 | 295 | 86 | -3 | +0 | -1 | +1 | +4 | 0.1 |
| 2032 | 30 | MLB CTX | WSH | 63% | 185 | 170 | 40 | 8 | 1 | 5 | 11 | 44 | 2 | 2 | 1 | 230 | 284 | 372 | 656 | 142 | 279 | 24 | 6 | 291 | 84 | -4 | +0 | -1 | +1 | +4 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 792 | 731 | 172 | 34 | 4 | 22 | 46 | 186 | 8 | 14 | 5 | 235 | 288 | 383 | 671 | 148 | 285 | 23 | 6 | 296 | 82 | -13 | +1 | -3 | +3 | +17 | 0.6 | |
| / 162G | — | A+C | — | 650 | 600 | 141 | 28 | 3 | 18 | 38 | 153 | 7 | 11 | 4 | 235 | 288 | 382 | 670 | 147 | 285 | 24 | 6 | 296 | 82 | -10 | +1 | -2 | +2 | +14 | 0.5 | |
| Career | — | MLE | — | 3573 | 3295 | 760 | 148 | 24 | 89 | 208 | 861 | 38 | 98 | 29 | 231 | 284 | 371 | 655 | 141 | 283 | 24 | 6 | 289 | 82 | -25 | +2 | -4 | +6 | +35 | 1.4 | |
| / 162G | — | MLE | — | 650 | 599 | 138 | 27 | 4 | 16 | 38 | 157 | 7 | 18 | 5 | 230 | 284 | 369 | 653 | 139 | 283 | 24 | 6 | 289 | 82 | -10 | +1 | -2 | +2 | +14 | 0.6 | |
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 AAHarrisburg Senators · 318 PAwOBA .386 → .325 (−61)K% 15.7% → 19.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.72% | ÷1.000 | ×1.220 | — | — | 19.18% |
| BB% (unintentional) /PA | 7.23% | ÷1.000 | ×0.700 | — | ×0.998 | 5.05% |
| HBP% /PA | 0.63% | — | ×0.850 | — | ×0.998 | 0.53% |
| Singles /BIP | 20.83% | ÷1.000 | ×0.970 | ×0.975 | ×0.998 | 19.66% |
| Doubles /BIP | 6.67% | ÷1.000 | ×0.860 | ×0.975 | ×0.998 | 5.58% |
| Triples /BIP | 1.25% | ÷1.000 | ×0.950 | ×0.975 | ×0.998 | 1.16% |
| Home runs /BIP | 7.50% | ÷1.000 | ×0.780 | — | ×0.998 | 5.84% |
Factors used: league row EL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.975.
Result: wOBA .386 → .325; ISO .262 → .210; BABIP .308 → .278. 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).
2026 AAARochester Red Wings · 246 PAwOBA .373 → .305 (−68)K% 18.3% → 22.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.29% | ÷1.000 | ×1.200 | — | — | 21.95% |
| BB% (unintentional) /PA | 7.32% | ÷1.000 | ×0.690 | — | ×1.033 | 5.22% |
| HBP% /PA | 0.81% | — | ×0.940 | — | ×1.033 | 0.79% |
| Singles /BIP | 22.91% | ÷1.000 | ×0.930 | ×0.957 | ×1.033 | 21.05% |
| Doubles /BIP | 7.82% | ÷1.000 | ×0.830 | ×0.957 | ×1.033 | 6.42% |
| Triples /BIP | 0.56% | ÷1.000 | ×0.970 | ×0.957 | ×1.033 | 0.54% |
| Home runs /BIP | 6.15% | ÷1.000 | ×0.700 | — | ×1.033 | 4.44% |
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 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 ×0.957.
Result: wOBA .373 → .305; ISO .219 → .165; BABIP .329 → .290. 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 AAHarrisburg Senators · 481 PAwOBA .303 → .263 (−39)K% 23.5% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.49% | ÷0.997 | ×1.220 | — | — | 28.76% |
| BB% (unintentional) /PA | 8.11% | ÷0.967 | ×0.700 | — | ×1.012 | 5.94% |
| HBP% /PA | 1.25% | — | ×0.850 | — | ×1.012 | 1.07% |
| Singles /BIP | 22.04% | ÷1.009 | ×0.970 | ×0.957 | ×1.012 | 20.52% |
| Doubles /BIP | 6.71% | ÷0.887 | ×0.860 | ×0.957 | ×1.012 | 6.30% |
| Triples /BIP | 0.96% | ÷0.913 | ×0.950 | ×0.957 | ×1.012 | 0.97% |
| Home runs /BIP | 3.19% | ÷0.963 | ×0.780 | — | ×1.012 | 2.62% |
Factors used: league row EL. Park (home-season share, regressed): HR 93, 1B 102, 2B 77, 3B 83, K 99, BB 93 — 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 ×0.957.
Result: wOBA .303 → .263; ISO .134 → .117; BABIP .299 → .278. 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 AAHarrisburg Senators · 185 PAwOBA .306 → .270 (−36)K% 17.8% → 21.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.84% | ÷1.008 | ×1.220 | — | — | 21.58% |
| BB% (unintentional) /PA | 5.95% | ÷1.051 | ×0.700 | — | ×1.027 | 4.07% |
| HBP% /PA | 2.70% | — | ×0.850 | — | ×1.027 | 2.36% |
| Singles /BIP | 22.39% | ÷1.010 | ×0.970 | ×0.976 | ×1.027 | 21.54% |
| Doubles /BIP | 7.46% | ÷0.964 | ×0.860 | ×0.976 | ×1.027 | 6.67% |
| Triples /BIP | 0.00% | ÷0.915 | ×0.950 | ×0.976 | ×1.027 | 0.00% |
| Home runs /BIP | 2.24% | ÷0.990 | ×0.780 | — | ×1.027 | 1.81% |
Factors used: league row EL. Park (home-season share, regressed): HR 98, 1B 102, 2B 93, 3B 83, K 102, BB 110 — 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 ×0.976.
Result: wOBA .306 → .270; ISO .114 → .097; BABIP .301 → .283. 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 ROKACL Royals · 21 PAwOBA .277 → .195 (−81)K% 19.0% → 26.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.05% | ÷1.036 | ×1.440 | — | — | 26.47% |
| BB% (unintentional) /PA | 4.76% | ÷1.010 | ×0.620 | — | ×0.965 | 2.82% |
| HBP% /PA | 4.76% | — | ×0.720 | — | ×0.965 | 3.31% |
| Singles /BIP | 33.33% | ÷1.029 | ×0.820 | — | ×0.965 | 25.62% |
| Doubles /BIP | 0.00% | ÷0.986 | ×0.720 | — | ×0.965 | 0.00% |
| Triples /BIP | 0.00% | ÷0.979 | ×0.720 | — | ×0.965 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.949 | ×0.780 | — | ×0.965 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 90, 1B 106, 2B 97, 3B 96, K 107, BB 102 — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average).
Result: wOBA .277 → .195; ISO .000 → .000; BABIP .333 → .256. 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+Quad Cities River Bandits · 428 PAwOBA .336 → .286 (−50)K% 22.0% → 27.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.96% | ÷1.005 | ×1.270 | — | — | 27.75% |
| BB% (unintentional) /PA | 9.58% | ÷0.929 | ×0.710 | — | ×1.012 | 7.41% |
| HBP% /PA | 1.40% | — | ×0.790 | — | ×1.012 | 1.12% |
| Singles /BIP | 21.28% | ÷0.997 | ×0.920 | ×1.020 | ×1.012 | 20.26% |
| Doubles /BIP | 7.80% | ÷0.957 | ×0.810 | ×1.020 | ×1.012 | 6.81% |
| Triples /BIP | 2.13% | ÷0.908 | ×0.850 | ×1.020 | ×1.012 | 2.06% |
| Home runs /BIP | 3.55% | ÷1.033 | ×0.800 | — | ×1.012 | 2.78% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 107, 1B 99, 2B 91, 3B 82, K 101, BB 86 — 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 ×1.020.
Result: wOBA .336 → .286; ISO .170 → .140; BABIP .319 → .295. 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 AANorthwest Arkansas Naturals · 140 PAwOBA .292 → .242 (−50)K% 16.4% → 19.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.43% | ÷1.014 | ×1.220 | — | — | 19.76% |
| BB% (unintentional) /PA | 8.57% | ÷0.984 | ×0.700 | — | ×1.042 | 6.36% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.042 | 0.00% |
| Singles /BIP | 20.19% | ÷1.055 | ×0.920 | ×0.952 | ×1.042 | 17.46% |
| Doubles /BIP | 4.81% | ÷1.131 | ×0.840 | ×0.952 | ×1.042 | 3.54% |
| Triples /BIP | 0.96% | ÷1.062 | ×0.940 | ×0.952 | ×1.042 | 0.84% |
| Home runs /BIP | 2.88% | ÷0.872 | ×0.800 | — | ×1.042 | 2.76% |
Factors used: league row TL. Park (home-season share, regressed): HR 74, 1B 111, 2B 126, 3B 112, K 103, BB 97 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.952.
Result: wOBA .292 → .242; ISO .126 → .110; BABIP .265 → .222. 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 AColumbia Fireflies · 122 PAwOBA .361 → .277 (−84)K% 18.0% → 26.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.03% | ÷0.937 | ×1.360 | — | — | 26.17% |
| BB% (unintentional) /PA | 9.84% | ÷1.069 | ×0.690 | — | ×1.015 | 6.44% |
| HBP% /PA | 0.82% | — | ×0.780 | — | ×1.015 | 0.65% |
| Singles /BIP | 22.99% | ÷1.054 | ×0.920 | ×0.965 | ×1.015 | 19.65% |
| Doubles /BIP | 8.05% | ÷0.985 | ×0.830 | ×0.965 | ×1.015 | 6.63% |
| Triples /BIP | 3.45% | ÷0.900 | ×0.910 | ×0.965 | ×1.015 | 3.41% |
| Home runs /BIP | 2.30% | ÷1.140 | ×0.800 | — | ×1.015 | 1.64% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 128, 1B 111, 2B 97, 3B 80, K 87, BB 114 — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.965.
Result: wOBA .361 → .277; ISO .174 → .137; BABIP .353 → .302. 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).