Chris Williams
C Syracuse Mets| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | 26 | AAAMIN | 376 | .236/.358/.495 | 21 | 3 | 70 | — | .177/.268/.341 |
| 2024 | 27 | AAAMIN | 334 | .221/.341/.461 | 17 | 5 | 58 | — | .163/.254/.315 |
| 2025 | 28 | AAANYM | 57 | .170/.298/.319 | 1 | 0 | 26 | — | .137/.228/.255 |
| 2027PROJ10% MLB | 30 | MLBNYM | 10 | .192/.270/.325 | 0 | 0 | 72 | 0.0 | |
| 2028PROJ27% MLB | 31 | MLBNYM | 26 | .191/.267/.319 | 1 | 0 | 70 | -0.1 |
Tools · 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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.
| 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) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK | Elizabethton Twins | — | 261 | 214 | 54 | 6 | 1 | 15 | 40 | 52 | 3 | 2 | 1 | 252 | 377 | 500 | 877 | 248 | 258 | 20 | 15 | 382 | 70 | — | — | — | — | — | — |
| 2019 | 22 | A+ | Fort Myers Miracle | — | 51 | 41 | 3 | 0 | 0 | 1 | 8 | 20 | 1 | 1 | 0 | 73 | 240 | 146 | 386 | 73 | 95 | 39 | 16 | 200 | -23 | — | — | — | — | — | — |
| 2019 | 22 | A | Cedar Rapids Kernels | — | 233 | 188 | 41 | 12 | 3 | 10 | 42 | 57 | 0 | 0 | 0 | 218 | 361 | 473 | 834 | 255 | 250 | 24 | 18 | 364 | 68 | — | — | — | — | — | — |
| 2021 | 24 | AA | Wichita Wind Surge | — | 106 | 89 | 20 | 5 | 1 | 3 | 13 | 33 | 1 | 0 | 0 | 225 | 330 | 404 | 735 | 180 | 304 | 31 | 12 | 321 | 59 | — | — | — | — | — | — |
| 2021 | 24 | A+ | Cedar Rapids Kernels | — | 63 | 50 | 5 | 3 | 0 | 0 | 13 | 27 | 0 | 1 | 0 | 100 | 286 | 160 | 446 | 60 | 217 | 43 | 21 | 234 | -11 | — | — | — | — | — | — |
| 2022 | 25 | AAA | St. Paul Saints | — | 177 | 151 | 29 | 5 | 0 | 10 | 21 | 54 | 1 | 0 | 0 | 192 | 293 | 424 | 717 | 232 | 211 | 31 | 12 | 312 | 50 | — | — | — | — | — | — |
| 2022 | 25 | AA | Wichita Wind Surge | — | 318 | 271 | 75 | 16 | 1 | 18 | 42 | 90 | 1 | 2 | 2 | 277 | 375 | 542 | 917 | 266 | 343 | 28 | 13 | 396 | 86 | — | — | — | — | — | — |
| 2023 | 26 | AAA | St. Paul Saints | — | 376 | 309 | 73 | 13 | 2 | 21 | 51 | 122 | 8 | 3 | 0 | 236 | 358 | 495 | 853 | 259 | 301 | 32 | 14 | 369 | 70 | — | — | — | — | — | — |
| 2024 | 27 | AAA | St. Paul Saints | — | 334 | 280 | 62 | 16 | 0 | 17 | 48 | 106 | 3 | 5 | 0 | 221 | 341 | 461 | 802 | 239 | 283 | 32 | 14 | 353 | 58 | — | — | — | — | — | — |
| 2025 | 28 | AAA | Syracuse Mets | — | 57 | 47 | 8 | 4 | 0 | 1 | 9 | 18 | 0 | 0 | 0 | 170 | 298 | 319 | 617 | 149 | 250 | 32 | 16 | 284 | 26 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 21 | ROK MLE | Elizabethton Twins | — | 261 | 230 | 42 | 4 | 1 | 12 | 24 | 74 | 3 | 2 | 1 | 183 | 268 | 365 | 634 | 183 | 192 | 28 | 9 | 272 | 70 | — | — | — | — | — | — |
| 2019 | 22 | A+ MLE | Fort Myers Miracle | — | 51 | 43 | 1 | 0 | 0 | 0 | 6 | 30 | 1 | 1 | 0 | 23 | 160 | 23 | 183 | 86 | 59 | 12 | 134 | -23 | — | — | — | — | — | — | |
| 2019 | 22 | A MLE | Cedar Rapids Kernels | — | 233 | 200 | 31 | 9 | 2 | 7 | 30 | 80 | 0 | 0 | 0 | 155 | 265 | 325 | 590 | 170 | 204 | 34 | 13 | 269 | 68 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | Wichita Wind Surge | — | 106 | 93 | 17 | 4 | 1 | 2 | 9 | 40 | 1 | 0 | 0 | 183 | 262 | 312 | 574 | 129 | 261 | 38 | 8 | 255 | 59 | — | — | — | — | — | — |
| 2021 | 24 | A+ MLE | Cedar Rapids Kernels | — | 63 | 54 | 3 | 2 | 0 | 0 | 9 | 37 | 0 | 1 | 0 | 56 | 190 | 93 | 283 | 37 | 185 | 59 | 14 | 152 | -11 | — | — | — | — | — | — |
| 2022 | 25 | AAA MLE | St. Paul Saints | — | 177 | 158 | 24 | 4 | 0 | 8 | 15 | 66 | 1 | 0 | 0 | 152 | 230 | 329 | 559 | 177 | 178 | 37 | 8 | 242 | 50 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | Wichita Wind Surge | — | 318 | 285 | 59 | 12 | 1 | 14 | 29 | 115 | 1 | 2 | 2 | 207 | 283 | 404 | 686 | 196 | 279 | 36 | 9 | 296 | 86 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | St. Paul Saints | — | 376 | 328 | 58 | 8 | 2 | 14 | 33 | 150 | 8 | 3 | 0 | 177 | 268 | 341 | 610 | 165 | 246 | 40 | 9 | 271 | 70 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | St. Paul Saints | — | 334 | 295 | 48 | 12 | 0 | 11 | 33 | 128 | 3 | 5 | 0 | 163 | 254 | 315 | 569 | 153 | 229 | 38 | 10 | 254 | 58 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | Syracuse Mets | — | 57 | 51 | 7 | 3 | 0 | 1 | 6 | 22 | 0 | 0 | 0 | 137 | 228 | 255 | 483 | 118 | 211 | 39 | 11 | 207 | 26 | — | — | — | — | — | — |
| 2018 | 21 | ROK MLE | Elizabethton Twins | — | 261 | 230 | 42 | 4 | 1 | 12 | 24 | 74 | 3 | 2 | 1 | 183 | 268 | 365 | 634 | 183 | 203 | 28 | 9 | 272 | 70 | — | — | — | — | — | — |
| 2018 | 21 | ROK RAW | Elizabethton Twins | — | 261 | 214 | 54 | 6 | 1 | 15 | 40 | 52 | 3 | 2 | 1 | 252 | 377 | 500 | 877 | 248 | 258 | 20 | 15 | 382 | 70 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | 2 teams | — | 284 | 243 | 33 | 9 | 2 | 8 | 36 | 110 | 1 | 1 | 0 | 136 | 250 | 288 | 538 | 152 | 194 | 39 | 13 | 245 | 52 | — | — | — | — | — | — |
| 2019 | 22 | A RAW | 2 teams | — | 284 | 229 | 44 | 12 | 3 | 11 | 50 | 77 | 1 | 1 | 0 | 192 | 339 | 415 | 754 | 223 | 228 | 27 | 18 | 335 | 52 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | 2 teams | — | 169 | 147 | 20 | 6 | 1 | 2 | 18 | 77 | 1 | 1 | 0 | 136 | 235 | 231 | 466 | 95 | 254 | 46 | 11 | 217 | 33 | — | — | — | — | — | — |
| 2021 | 24 | AA RAW | 2 teams | — | 169 | 139 | 25 | 8 | 1 | 3 | 26 | 60 | 1 | 1 | 0 | 180 | 313 | 317 | 630 | 137 | 278 | 36 | 15 | 289 | 33 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | 2 teams | — | 495 | 443 | 84 | 16 | 1 | 22 | 44 | 181 | 2 | 2 | 2 | 190 | 266 | 379 | 645 | 190 | 252 | 37 | 9 | 277 | 73 | — | — | — | — | — | — |
| 2022 | 25 | AA RAW | 2 teams | — | 495 | 422 | 104 | 21 | 1 | 28 | 63 | 144 | 2 | 2 | 2 | 246 | 346 | 500 | 846 | 254 | 297 | 29 | 13 | 366 | 73 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | St. Paul Saints | — | 376 | 328 | 58 | 8 | 2 | 14 | 33 | 150 | 8 | 3 | 0 | 177 | 268 | 341 | 610 | 165 | 257 | 40 | 9 | 271 | 70 | — | — | — | — | — | — |
| 2023 | 26 | AAA RAW | St. Paul Saints | — | 376 | 309 | 73 | 13 | 2 | 21 | 51 | 122 | 8 | 3 | 0 | 236 | 358 | 495 | 853 | 259 | 301 | 32 | 14 | 369 | 70 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | St. Paul Saints | — | 334 | 295 | 48 | 12 | 0 | 11 | 33 | 128 | 3 | 5 | 0 | 163 | 254 | 315 | 569 | 153 | 234 | 38 | 10 | 254 | 58 | — | — | — | — | — | — |
| 2024 | 27 | AAA RAW | St. Paul Saints | — | 334 | 280 | 62 | 16 | 0 | 17 | 48 | 106 | 3 | 5 | 0 | 221 | 341 | 461 | 802 | 239 | 283 | 32 | 14 | 353 | 58 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | Syracuse Mets | — | 57 | 51 | 7 | 3 | 0 | 1 | 6 | 22 | 0 | 0 | 0 | 137 | 228 | 255 | 483 | 118 | 214 | 39 | 11 | 207 | 26 | — | — | — | — | — | — |
| 2025 | 28 | AAA RAW | Syracuse Mets | — | 57 | 47 | 8 | 4 | 0 | 1 | 9 | 18 | 0 | 0 | 0 | 170 | 298 | 319 | 617 | 149 | 250 | 32 | 16 | 284 | 26 | — | — | — | — | — | — |
| 2018 | 21 | ROK MLE | Elizabethton Twins | — | 261 | 232 | 42 | 4 | 1 | 12 | 24 | 74 | 3 | 2 | 1 | 181 | 268 | 362 | 631 | 181 | 192 | 28 | 9 | 272 | 70 | — | — | — | — | — | — |
| 2019 | 22 | A MLE | 2 teams | — | 284 | 245 | 33 | 9 | 2 | 8 | 36 | 110 | 1 | 1 | 0 | 135 | 250 | 286 | 536 | 151 | 183 | 39 | 13 | 245 | 52 | — | — | — | — | — | — |
| 2021 | 24 | AA MLE | 2 teams | — | 169 | 148 | 20 | 6 | 1 | 2 | 18 | 77 | 1 | 1 | 0 | 135 | 235 | 230 | 465 | 95 | 233 | 46 | 11 | 217 | 33 | — | — | — | — | — | — |
| 2022 | 25 | AA MLE | 2 teams | — | 495 | 446 | 84 | 16 | 1 | 22 | 44 | 181 | 2 | 2 | 2 | 188 | 266 | 377 | 643 | 188 | 243 | 37 | 9 | 277 | 73 | — | — | — | — | — | — |
| 2023 | 26 | AAA MLE | St. Paul Saints | — | 376 | 332 | 58 | 8 | 2 | 14 | 33 | 150 | 8 | 3 | 0 | 175 | 268 | 337 | 606 | 163 | 246 | 40 | 9 | 271 | 70 | — | — | — | — | — | — |
| 2024 | 27 | AAA MLE | St. Paul Saints | — | 334 | 295 | 48 | 12 | 0 | 11 | 33 | 128 | 3 | 5 | 0 | 163 | 254 | 315 | 569 | 153 | 229 | 38 | 10 | 254 | 58 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | Syracuse Mets | — | 57 | 51 | 7 | 3 | 0 | 1 | 6 | 22 | 0 | 0 | 0 | 137 | 228 | 255 | 483 | 118 | 211 | 39 | 11 | 207 | 26 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 27 | AAA MLE | St. Paul Saints | — | 334 | 295 | 48 | 12 | 0 | 11 | 33 | 128 | 3 | 5 | 0 | 163 | 254 | 315 | 569 | 153 | 229 | 38 | 10 | 254 | 58 | — | — | — | — | — | — |
| 2025 | 28 | AAA MLE | Syracuse Mets | — | 57 | 51 | 7 | 3 | 0 | 1 | 6 | 22 | 0 | 0 | 0 | 137 | 228 | 255 | 483 | 118 | 211 | 39 | 11 | 207 | 26 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB MLE | NYM | 10% | 200 | 179 | 35 | 7 | 1 | 5 | 17 | 57 | 2 | 4 | 1 | 198 | 275 | 334 | 609 | 136 | 255 | 28 | 8 | 274 | 72 | -7 | +0 | +0 | +4 | +4 | 0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 30 | MLB CTX | NYM | 10% | 10 | 9 | 1 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 192 | 270 | 325 | 595 | 133 | 246 | 30 | 10 | 269 | 72 | -0 | +0 | +0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 31 | MLB MLE | NYM | 27% | 94 | 85 | 16 | 3 | 0 | 2 | 8 | 27 | 1 | 1 | 0 | 196 | 272 | 328 | 600 | 131 | 254 | 29 | 9 | 271 | 70 | -3 | +0 | -3 | +2 | +2 | -0.2 |
| 2028 | 31 | MLB CTX | NYM | 27% | 26 | 24 | 5 | 1 | 0 | 1 | 2 | 7 | 0 | 0 | 0 | 191 | 267 | 319 | 587 | 129 | 245 | 27 | 8 | 265 | 70 | -1 | +0 | -1 | +0 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 26 | 24 | 5 | 1 | 0 | 1 | 2 | 7 | 0 | 0 | 0 | 208 | 269 | 375 | 644 | 167 | 250 | 27 | 8 | 265 | 63 | -1 | +0 | -1 | +0 | +1 | -0.1 | |
| / 162G | — | A+C | — | 650 | 600 | 125 | 25 | 0 | 25 | 50 | 175 | 0 | 0 | 0 | 208 | 269 | 375 | 644 | 167 | 250 | 27 | 8 | 265 | 63 | -24 | +0 | -19 | +12 | +14 | -1.8 | |
| Career | — | MLE | — | 2175 | 1916 | 327 | 65 | 7 | 75 | 211 | 799 | 20 | 17 | 3 | 171 | 260 | 329 | 589 | 159 | 236 | 37 | 10 | 261 | 63 | -7 | +1 | -3 | +4 | +4 | -0.1 | |
| / 162G | — | MLE | — | 650 | 573 | 97 | 19 | 2 | 22 | 63 | 239 | 6 | 5 | 1 | 169 | 259 | 325 | 583 | 155 | 234 | 37 | 10 | 261 | 63 | -23 | +2 | -9 | +12 | +14 | -0.4 | |
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 AAASyracuse Mets · 57 PAwOBA .278 → .207 (−71)K% 31.6% → 38.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.58% | ÷0.981 | ×1.200 | — | — | 38.64% |
| BB% (unintentional) /PA | 15.79% | ÷1.005 | ×0.690 | — | ×0.982 | 10.64% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 10.34% | ÷0.975 | ×0.930 | — | ×0.982 | 9.69% |
| Doubles /BIP | 13.79% | ÷1.022 | ×0.830 | — | ×0.982 | 11.00% |
| Triples /BIP | 0.00% | ÷0.959 | ×0.970 | — | ×0.982 | 0.00% |
| Home runs /BIP | 3.45% | ÷1.167 | ×0.700 | — | ×0.982 | 2.03% |
Factors used: league row International League. Park (home-season share, regressed): HR 133, 1B 95, 2B 104, 3B 92, K 96, BB 101 — 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).
Result: wOBA .278 → .207; ISO .149 → .105; BABIP .250 → .211. 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 AAASt. Paul Saints · 334 PAwOBA .346 → .254 (−92)K% 31.7% → 38.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.74% | ÷0.995 | ×1.200 | — | — | 38.27% |
| BB% (unintentional) /PA | 14.37% | ÷0.985 | ×0.690 | — | ×0.992 | 9.99% |
| HBP% /PA | 0.90% | — | ×0.940 | — | ×0.992 | 0.84% |
| Singles /BIP | 16.67% | ÷1.010 | ×0.930 | ×0.950 | ×0.992 | 14.47% |
| Doubles /BIP | 9.20% | ÷0.996 | ×0.830 | ×0.950 | ×0.992 | 7.22% |
| Triples /BIP | 0.00% | ÷1.043 | ×0.970 | ×0.950 | ×0.992 | 0.00% |
| Home runs /BIP | 9.77% | ÷1.039 | ×0.700 | — | ×0.992 | 6.53% |
Factors used: league row International League. Park (home-season share, regressed): HR 108, 1B 102, 2B 99, 3B 109, K 99, BB 97 — 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 ×0.950.
Result: wOBA .346 → .254; ISO .239 → .163; BABIP .283 → .229. 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 AAASt. Paul Saints · 376 PAwOBA .366 → .271 (−95)K% 32.4% → 40.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.45% | ÷0.973 | ×1.200 | — | — | 40.00% |
| BB% (unintentional) /PA | 13.56% | ÷1.067 | ×0.690 | — | ×1.003 | 8.80% |
| HBP% /PA | 2.13% | — | ×0.940 | — | ×1.003 | 2.01% |
| Singles /BIP | 19.79% | ÷0.964 | ×0.930 | ×0.965 | ×1.003 | 18.46% |
| Doubles /BIP | 6.95% | ÷1.341 | ×0.830 | ×0.965 | ×1.003 | 4.16% |
| Triples /BIP | 1.07% | ÷0.977 | ×0.970 | ×0.965 | ×1.003 | 1.03% |
| Home runs /BIP | 11.23% | ÷1.009 | ×0.700 | — | ×1.003 | 7.82% |
Factors used: league row International League. Park (home-season share, regressed): HR 102, 1B 93, 2B 168, 3B 95, K 95, BB 113 — 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 ×0.965.
Result: wOBA .366 → .271; ISO .259 → .178; BABIP .301 → .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).
2022 AAWichita Wind Surge · 318 PAwOBA .389 → .296 (−93)K% 28.3% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.30% | ÷0.958 | ×1.220 | — | — | 36.05% |
| BB% (unintentional) /PA | 13.21% | ÷0.991 | ×0.700 | — | ×0.988 | 9.21% |
| HBP% /PA | 0.31% | — | ×0.870 | — | ×0.988 | 0.27% |
| Singles /BIP | 22.10% | ÷1.018 | ×0.920 | ×0.950 | ×0.988 | 18.75% |
| Doubles /BIP | 8.84% | ÷1.001 | ×0.840 | ×0.950 | ×0.988 | 6.96% |
| Triples /BIP | 0.55% | ÷1.150 | ×0.940 | ×0.950 | ×0.988 | 0.42% |
| Home runs /BIP | 9.94% | ÷0.985 | ×0.800 | — | ×0.988 | 7.98% |
Factors used: league row TL. Park (home-season share, regressed): HR 97, 1B 104, 2B 100, 3B 130, K 92, BB 98 — 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 ×0.950.
Result: wOBA .389 → .296; ISO .266 → .203; BABIP .343 → .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).
2022 AAASt. Paul Saints · 177 PAwOBA .309 → .242 (−67)K% 30.5% → 37.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.51% | ÷0.981 | ×1.200 | — | — | 37.31% |
| BB% (unintentional) /PA | 11.86% | ÷1.012 | ×0.690 | — | ×1.018 | 8.24% |
| HBP% /PA | 0.56% | — | ×0.940 | — | ×1.018 | 0.54% |
| Singles /BIP | 14.43% | ÷1.000 | ×0.930 | ×0.953 | ×1.018 | 13.02% |
| Doubles /BIP | 5.15% | ÷1.079 | ×0.830 | ×0.953 | ×1.018 | 3.85% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.970 | ×0.953 | ×1.018 | 0.00% |
| Home runs /BIP | 10.31% | ÷0.881 | ×0.700 | — | ×1.018 | 8.33% |
Factors used: league row International League. Park (home-season share, regressed): HR 76, 1B 100, 2B 116, 3B 130, K 96, BB 102 — 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 ×0.953.
Result: wOBA .309 → .242; ISO .232 → .182; BABIP .211 → .178. 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 AAWichita Wind Surge · 106 PAwOBA .322 → .255 (−67)K% 31.1% → 38.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.13% | ÷0.994 | ×1.220 | — | — | 38.20% |
| BB% (unintentional) /PA | 12.26% | ÷0.950 | ×0.690 | — | ×0.998 | 8.89% |
| HBP% /PA | 0.94% | — | ×0.850 | — | ×0.998 | 0.80% |
| Singles /BIP | 19.64% | ÷0.989 | ×0.940 | ×0.950 | ×0.998 | 17.69% |
| Doubles /BIP | 8.93% | ÷1.040 | ×0.870 | ×0.950 | ×0.998 | 7.08% |
| Triples /BIP | 1.79% | ÷0.908 | ×0.920 | ×0.950 | ×0.998 | 1.72% |
| Home runs /BIP | 5.36% | ÷1.104 | ×0.780 | — | ×0.998 | 3.78% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 121, 1B 98, 2B 108, 3B 82, K 99, BB 90 — 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 ×0.950.
Result: wOBA .322 → .255; ISO .180 → .136; BABIP .304 → .261. 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 A+Cedar Rapids Kernels · 63 PAwOBA .230 → .152 (−77)K% 42.9% → 58.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 42.86% | ÷0.992 | ×1.350 | — | — | 58.32% |
| BB% (unintentional) /PA | 20.63% | ÷1.026 | ×0.710 | — | ×0.978 | 13.96% |
| HBP% /PA | 0.00% | — | ×0.810 | — | ×0.978 | 0.00% |
| Singles /BIP | 8.70% | ÷1.012 | ×0.910 | — | ×0.978 | 7.65% |
| Doubles /BIP | 13.04% | ÷0.976 | ×0.830 | — | ×0.978 | 10.84% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.820 | — | ×0.978 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.920 | ×0.830 | — | ×0.978 | 0.00% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 102, 2B 95, 3B 80, K 98, BB 105 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average).
Result: wOBA .230 → .152; ISO .060 → .038; BABIP .217 → .185. 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 ACedar Rapids Kernels · 233 PAwOBA .360 → .269 (−91)K% 24.5% → 34.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.46% | ÷0.968 | ×1.360 | — | — | 34.36% |
| BB% (unintentional) /PA | 18.03% | ÷0.960 | ×0.690 | — | ×0.990 | 12.83% |
| HBP% /PA | 0.00% | — | ×0.780 | — | ×0.990 | 0.00% |
| Singles /BIP | 12.21% | ÷1.007 | ×0.920 | ×0.950 | ×0.990 | 10.49% |
| Doubles /BIP | 9.16% | ÷0.976 | ×0.830 | ×0.950 | ×0.990 | 7.32% |
| Triples /BIP | 2.29% | ÷1.045 | ×0.910 | ×0.950 | ×0.990 | 1.88% |
| Home runs /BIP | 7.63% | ÷0.997 | ×0.800 | — | ×0.990 | 6.06% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 99, 1B 101, 2B 95, 3B 109, K 94, BB 92 — 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 ×0.950.
Result: wOBA .360 → .269; ISO .255 → .192; BABIP .250 → .204. 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).