Cameron Barstad
C Akron RubberDucks| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 23 | A+MIA | 258 | .221/.324/.356 | 6 | 0 | 45 | — | .173/.254/.277 |
| 2025 | 24 | AACLE | 269 | .208/.294/.309 | 5 | 1 | 39 | — | .174/.249/.253 |
| 2026 | 25 | AAA/AA2 orgs | 210 | .209/.330/.345 | 5 | 0 | 51 | — | .168/.268/.255 |
| 2027PROJMLE | 26 | MLBCLE | 3 | .173/.254/.263 | 0 | 0 | 48 | -0.0 | |
| 2028PROJ27% MLB | 27 | MLBCLE | 47 | .176/.256/.268 | 1 | 0 | 50 | -0.1 |
Tools · ContractCON 30 / POW 35
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) | |||||||||||||||||||||||||||||||
| 2019 | 18 | ROK | GCL Marlins | — | 45 | 36 | 6 | 0 | 0 | 1 | 6 | 15 | 3 | 0 | 0 | 167 | 333 | 250 | 583 | 83 | 250 | 33 | 13 | 289 | 14 | — | — | — | — | — | — |
| 2021 | 20 | A | Jupiter Hammerheads | — | 186 | 162 | 31 | 7 | 1 | 4 | 22 | 74 | 2 | 1 | 0 | 191 | 296 | 321 | 617 | 130 | 321 | 40 | 12 | 285 | 18 | — | — | — | — | — | — |
| 2022 | 21 | A | Jupiter Hammerheads | — | 221 | 189 | 44 | 17 | 0 | 3 | 25 | 87 | 5 | 0 | 0 | 233 | 338 | 370 | 708 | 138 | 406 | 39 | 11 | 321 | 28 | — | — | — | — | — | — |
| 2022 | 21 | INTL | Mesa Solar Sox | — | 17 | 13 | 3 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 231 | 412 | 231 | 643 | 600 | 47 | 12 | 328 | 108 | — | — | — | — | — | — | |
| 2023 | 22 | A+ | Beloit Sky Carp | — | 181 | 161 | 38 | 13 | 1 | 3 | 17 | 55 | 2 | 0 | 0 | 236 | 317 | 385 | 702 | 149 | 337 | 30 | 9 | 314 | 52 | — | — | — | — | — | — |
| 2023 | 22 | A | Jupiter Hammerheads | — | 71 | 61 | 10 | 3 | 0 | 1 | 8 | 27 | 1 | 1 | 0 | 164 | 271 | 262 | 534 | 98 | 265 | 38 | 11 | 249 | 8 | — | — | — | — | — | — |
| 2024 | 23 | A+ | Beloit Sky Carp | — | 258 | 222 | 49 | 12 | 0 | 6 | 29 | 96 | 5 | 0 | 1 | 221 | 324 | 356 | 680 | 135 | 352 | 37 | 11 | 310 | 45 | — | — | — | — | — | — |
| 2025 | 24 | AA | Akron RubberDucks | — | 269 | 236 | 49 | 9 | 0 | 5 | 20 | 82 | 9 | 1 | 0 | 208 | 294 | 309 | 604 | 102 | 288 | 30 | 7 | 276 | 39 | — | — | — | — | — | — |
| 2026 | 25 | AAA | Indianapolis Indians | — | 72 | 62 | 12 | 2 | 0 | 3 | 4 | 31 | 6 | 0 | 0 | 194 | 306 | 371 | 677 | 177 | 321 | 43 | 6 | 310 | 40 | — | — | — | — | — | — |
| 2026 | 25 | AA | Akron RubberDucks | — | 138 | 115 | 25 | 7 | 0 | 2 | 18 | 49 | 4 | 0 | 0 | 217 | 343 | 330 | 674 | 113 | 359 | 36 | 13 | 313 | 56 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 18 | ROK MLE | GCL Marlins | — | 45 | 38 | 4 | 0 | 0 | 1 | 4 | 22 | 3 | 0 | 0 | 105 | 244 | 184 | 429 | 79 | 204 | 49 | 9 | 189 | 14 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | Jupiter Hammerheads | — | 186 | 169 | 22 | 4 | 1 | 3 | 15 | 99 | 2 | 1 | 0 | 130 | 210 | 219 | 429 | 89 | 281 | 53 | 8 | 195 | 18 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | Jupiter Hammerheads | — | 221 | 196 | 29 | 10 | 0 | 2 | 18 | 122 | 5 | 0 | 0 | 148 | 237 | 230 | 467 | 82 | 349 | 55 | 8 | 210 | 28 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | Beloit Sky Carp | — | 181 | 167 | 32 | 9 | 1 | 3 | 11 | 70 | 2 | 0 | 0 | 192 | 250 | 311 | 561 | 120 | 299 | 39 | 6 | 245 | 52 | — | — | — | — | — | — |
| 2023 | 22 | A MLE | Jupiter Hammerheads | — | 71 | 64 | 8 | 2 | 0 | 1 | 5 | 35 | 1 | 1 | 0 | 125 | 200 | 203 | 403 | 78 | 231 | 49 | 7 | 180 | 8 | — | — | — | — | — | — |
| 2024 | 23 | A+ MLE | Beloit Sky Carp | — | 258 | 231 | 40 | 9 | 0 | 5 | 20 | 120 | 5 | 0 | 1 | 173 | 254 | 277 | 531 | 104 | 315 | 47 | 8 | 235 | 45 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | Akron RubberDucks | — | 269 | 241 | 42 | 7 | 0 | 4 | 15 | 105 | 9 | 1 | 0 | 174 | 249 | 253 | 502 | 79 | 272 | 39 | 6 | 226 | 39 | — | — | — | — | — | — |
| 2026 | 25 | AAA MLE | Indianapolis Indians | — | 72 | 63 | 9 | 1 | 0 | 2 | 3 | 37 | 6 | 0 | 0 | 143 | 250 | 254 | 504 | 111 | 288 | 51 | 4 | 228 | 40 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | Akron RubberDucks | — | 138 | 121 | 22 | 6 | 0 | 1 | 12 | 60 | 4 | 0 | 0 | 182 | 277 | 256 | 534 | 74 | 347 | 43 | 9 | 251 | 56 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | GCL Marlins | — | 45 | 38 | 4 | 0 | 0 | 1 | 4 | 22 | 3 | 0 | 0 | 105 | 244 | 184 | 429 | 79 | 200 | 49 | 9 | 189 | 14 | — | — | — | — | — | — |
| 2019 | 18 | ROK RAW | GCL Marlins | — | 45 | 36 | 6 | 0 | 0 | 1 | 6 | 15 | 3 | 0 | 0 | 167 | 333 | 250 | 583 | 83 | 250 | 33 | 13 | 289 | 14 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | Jupiter Hammerheads | — | 186 | 169 | 22 | 4 | 1 | 3 | 15 | 99 | 2 | 1 | 0 | 130 | 210 | 219 | 429 | 89 | 284 | 53 | 8 | 195 | 18 | — | — | — | — | — | — |
| 2021 | 20 | A RAW | Jupiter Hammerheads | — | 186 | 162 | 31 | 7 | 1 | 4 | 22 | 74 | 2 | 1 | 0 | 191 | 296 | 321 | 617 | 130 | 321 | 40 | 12 | 285 | 18 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | 2 teams | — | 238 | 210 | 31 | 10 | 0 | 2 | 19 | 132 | 7 | 0 | 0 | 148 | 242 | 224 | 465 | 76 | 372 | 55 | 8 | 210 | 28 | — | — | — | — | — | — |
| 2022 | 21 | A RAW | 2 teams | — | 238 | 202 | 47 | 17 | 0 | 3 | 27 | 95 | 7 | 0 | 0 | 233 | 343 | 361 | 705 | 129 | 415 | 40 | 11 | 321 | 28 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | 2 teams | — | 252 | 230 | 39 | 11 | 1 | 3 | 17 | 105 | 3 | 1 | 0 | 170 | 236 | 265 | 501 | 96 | 290 | 42 | 7 | 227 | 40 | — | — | — | — | — | — |
| 2023 | 22 | A+ RAW | 2 teams | — | 252 | 222 | 48 | 16 | 1 | 4 | 25 | 82 | 3 | 1 | 0 | 216 | 304 | 351 | 655 | 135 | 319 | 33 | 10 | 296 | 40 | — | — | — | — | — | — |
| 2024 | 23 | A+ MLE | Beloit Sky Carp | — | 258 | 231 | 40 | 9 | 0 | 5 | 20 | 120 | 5 | 0 | 1 | 173 | 254 | 277 | 531 | 104 | 324 | 47 | 8 | 235 | 45 | — | — | — | — | — | — |
| 2024 | 23 | A+ RAW | Beloit Sky Carp | — | 258 | 222 | 49 | 12 | 0 | 6 | 29 | 96 | 5 | 0 | 1 | 221 | 324 | 356 | 680 | 135 | 352 | 37 | 11 | 310 | 45 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | Akron RubberDucks | — | 269 | 241 | 42 | 7 | 0 | 4 | 15 | 105 | 9 | 1 | 0 | 174 | 249 | 253 | 502 | 79 | 279 | 39 | 6 | 226 | 39 | — | — | — | — | — | — |
| 2025 | 24 | AA RAW | Akron RubberDucks | — | 269 | 236 | 49 | 9 | 0 | 5 | 20 | 82 | 9 | 1 | 0 | 208 | 294 | 309 | 604 | 102 | 288 | 30 | 7 | 276 | 39 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | 2 teams | — | 210 | 184 | 31 | 7 | 0 | 3 | 15 | 97 | 10 | 0 | 0 | 168 | 268 | 255 | 523 | 87 | 333 | 46 | 7 | 243 | 51 | — | — | — | — | — | — |
| 2026 | 25 | AA RAW | 2 teams | — | 210 | 177 | 37 | 9 | 0 | 5 | 22 | 80 | 10 | 0 | 0 | 209 | 330 | 345 | 675 | 136 | 348 | 38 | 10 | 312 | 51 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | GCL Marlins | — | 45 | 38 | 4 | 0 | 0 | 1 | 4 | 22 | 3 | 0 | 0 | 105 | 244 | 184 | 429 | 79 | 204 | 49 | 9 | 189 | 14 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | Jupiter Hammerheads | — | 186 | 167 | 22 | 4 | 1 | 3 | 15 | 99 | 2 | 1 | 0 | 132 | 210 | 222 | 431 | 90 | 281 | 53 | 8 | 195 | 18 | — | — | — | — | — | — |
| 2022 | 21 | A MLE | 2 teams | — | 238 | 210 | 31 | 10 | 0 | 2 | 19 | 132 | 7 | 0 | 0 | 148 | 242 | 224 | 465 | 76 | 349 | 55 | 8 | 210 | 28 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | 2 teams | — | 252 | 230 | 39 | 11 | 1 | 3 | 17 | 105 | 3 | 1 | 0 | 170 | 236 | 265 | 501 | 96 | 280 | 42 | 7 | 227 | 40 | — | — | — | — | — | — |
| 2024 | 23 | A+ MLE | Beloit Sky Carp | — | 258 | 231 | 40 | 9 | 0 | 5 | 20 | 120 | 5 | 0 | 1 | 173 | 254 | 277 | 531 | 104 | 315 | 47 | 8 | 235 | 45 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | Akron RubberDucks | — | 269 | 243 | 42 | 7 | 0 | 4 | 15 | 105 | 9 | 1 | 0 | 173 | 249 | 251 | 500 | 78 | 272 | 39 | 6 | 226 | 39 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | 2 teams | — | 210 | 183 | 31 | 7 | 0 | 3 | 15 | 97 | 10 | 0 | 0 | 169 | 268 | 257 | 525 | 87 | 327 | 46 | 7 | 243 | 51 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 23 | A+ MLE | Beloit Sky Carp | — | 258 | 231 | 40 | 9 | 0 | 5 | 20 | 120 | 5 | 0 | 1 | 173 | 254 | 277 | 531 | 104 | 315 | 47 | 8 | 235 | 45 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | Akron RubberDucks | — | 269 | 243 | 42 | 7 | 0 | 4 | 15 | 105 | 9 | 1 | 0 | 173 | 249 | 251 | 500 | 78 | 272 | 39 | 6 | 226 | 39 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | 2 teams | — | 210 | 183 | 31 | 7 | 0 | 3 | 15 | 97 | 10 | 0 | 0 | 169 | 268 | 257 | 525 | 87 | 327 | 46 | 7 | 243 | 51 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB MLE | CLE | 2% | 260 | 233 | 40 | 8 | 0 | 4 | 17 | 100 | 8 | 2 | 0 | 173 | 253 | 263 | 516 | 90 | 278 | 38 | 7 | 240 | 48 | -16 | +0 | +0 | +5 | +6 | -0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB CTX | CLE | 2% | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 173 | 254 | 263 | 517 | 90 | 279 | 33 | 0 | 240 | 48 | -0 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 27 | MLB MLE | CLE | 27% | 174 | 155 | 28 | 6 | 0 | 3 | 12 | 66 | 5 | 1 | 0 | 175 | 256 | 268 | 523 | 92 | 278 | 38 | 7 | 242 | 50 | -10 | +0 | +0 | +3 | +4 | -0.3 |
| 2028 | 27 | MLB CTX | CLE | 27% | 47 | 43 | 8 | 2 | 0 | 1 | 3 | 18 | 1 | 0 | 0 | 176 | 256 | 268 | 524 | 92 | 279 | 38 | 6 | 243 | 50 | -3 | +0 | +0 | +1 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 47 | 43 | 8 | 2 | 0 | 1 | 3 | 18 | 1 | 0 | 0 | 186 | 255 | 302 | 558 | 116 | 292 | 38 | 6 | 243 | 39 | -3 | +0 | +0 | +1 | +1 | -0.1 | |
| / 162G | — | A+C | — | 650 | 595 | 111 | 28 | 0 | 14 | 41 | 249 | 14 | 0 | 0 | 187 | 255 | 304 | 560 | 118 | 292 | 38 | 6 | 243 | 39 | -38 | +0 | +0 | +12 | +14 | -1.3 | |
| Career | — | MLE | — | 1769 | 1581 | 258 | 58 | 2 | 26 | 126 | 799 | 48 | 5 | 1 | 163 | 246 | 252 | 498 | 89 | 302 | 45 | 7 | 226 | 39 | -19 | +0 | +0 | +6 | +7 | -0.6 | |
| / 162G | — | MLE | — | 650 | 581 | 95 | 21 | 1 | 10 | 46 | 294 | 18 | 2 | 0 | 164 | 247 | 255 | 501 | 91 | 302 | 45 | 7 | 226 | 39 | -39 | +1 | +0 | +12 | +14 | -1.3 | |
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 AAAkron RubberDucks · 138 PAwOBA .305 → .251 (−54)K% 35.5% → 43.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.51% | ÷1.000 | ×1.220 | — | — | 43.32% |
| BB% (unintentional) /PA | 13.04% | ÷1.000 | ×0.700 | — | ×0.988 | 9.02% |
| HBP% /PA | 2.90% | — | ×0.850 | — | ×0.988 | 2.43% |
| Singles /BIP | 24.24% | ÷1.000 | ×0.970 | ×1.050 | ×0.988 | 24.39% |
| Doubles /BIP | 10.61% | ÷1.000 | ×0.860 | ×1.050 | ×0.988 | 9.46% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.950 | ×1.050 | ×0.988 | 0.00% |
| Home runs /BIP | 3.03% | ÷1.000 | ×0.780 | — | ×0.988 | 2.34% |
Factors used: league row EL. 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 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 ×1.050.
Result: wOBA .305 → .251; ISO .113 → .089; BABIP .359 → .347. 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 AAAIndianapolis Indians · 72 PAwOBA .302 → .228 (−74)K% 43.1% → 51.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 43.06% | ÷1.000 | ×1.200 | — | — | 51.67% |
| BB% (unintentional) /PA | 5.56% | ÷1.000 | ×0.690 | — | ×1.018 | 3.90% |
| HBP% /PA | 8.33% | — | ×0.940 | — | ×1.018 | 7.97% |
| Singles /BIP | 22.58% | ÷1.000 | ×0.930 | — | ×1.018 | 21.38% |
| Doubles /BIP | 6.45% | ÷1.000 | ×0.830 | — | ×1.018 | 5.45% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | — | ×1.018 | 0.00% |
| Home runs /BIP | 9.68% | ÷1.000 | ×0.700 | — | ×1.018 | 6.90% |
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).
Result: wOBA .302 → .228; ISO .177 → .111; BABIP .321 → .288. 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 AAAkron RubberDucks · 269 PAwOBA .273 → .226 (−47)K% 30.5% → 39.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.48% | ÷0.948 | ×1.220 | — | — | 39.23% |
| BB% (unintentional) /PA | 7.43% | ÷0.953 | ×0.700 | — | ×0.998 | 5.45% |
| HBP% /PA | 3.35% | — | ×0.850 | — | ×0.998 | 2.84% |
| Singles /BIP | 22.73% | ÷1.004 | ×0.970 | ×1.008 | ×0.998 | 22.08% |
| Doubles /BIP | 5.84% | ÷0.986 | ×0.860 | ×1.008 | ×0.998 | 5.13% |
| Triples /BIP | 0.00% | ÷0.935 | ×0.950 | ×1.008 | ×0.998 | 0.00% |
| Home runs /BIP | 3.25% | ÷0.926 | ×0.780 | — | ×0.998 | 2.73% |
Factors used: league row EL. Park (home-season share, regressed): HR 85, 1B 101, 2B 97, 3B 87, K 90, BB 91 — 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 ×1.008.
Result: wOBA .273 → .226; ISO .102 → .080; BABIP .288 → .272. 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 A+Beloit Sky Carp · 258 PAwOBA .303 → .235 (−68)K% 37.2% → 46.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 37.21% | ÷1.014 | ×1.270 | — | — | 46.62% |
| BB% (unintentional) /PA | 10.85% | ÷0.998 | ×0.710 | — | ×0.988 | 7.63% |
| HBP% /PA | 1.94% | — | ×0.790 | — | ×0.988 | 1.51% |
| Singles /BIP | 24.60% | ÷1.034 | ×0.920 | ×1.040 | ×0.988 | 22.51% |
| Doubles /BIP | 9.52% | ÷0.962 | ×0.810 | ×1.040 | ×0.988 | 8.24% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | ×1.040 | ×0.988 | 0.00% |
| Home runs /BIP | 4.76% | ÷0.935 | ×0.800 | — | ×0.988 | 4.03% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 87, 1B 107, 2B 92, 3B 130, K 103, BB 100 — 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 ×1.040.
Result: wOBA .303 → .235; ISO .135 → .104; BABIP .352 → .315. 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+Beloit Sky Carp · 181 PAwOBA .306 → .245 (−61)K% 30.4% → 38.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.39% | ÷1.005 | ×1.270 | — | — | 38.40% |
| BB% (unintentional) /PA | 8.84% | ÷0.999 | ×0.710 | — | ×0.998 | 6.27% |
| HBP% /PA | 1.10% | — | ×0.790 | — | ×0.998 | 0.87% |
| Singles /BIP | 19.81% | ÷0.995 | ×0.920 | ×1.050 | ×0.998 | 19.20% |
| Doubles /BIP | 12.26% | ÷1.113 | ×0.810 | ×1.050 | ×0.998 | 9.36% |
| Triples /BIP | 0.94% | ÷1.016 | ×0.850 | ×1.050 | ×0.998 | 0.83% |
| Home runs /BIP | 2.83% | ÷0.817 | ×0.800 | — | ×0.998 | 2.76% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 63, 1B 99, 2B 123, 3B 103, K 101, BB 100 — 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 ×1.050.
Result: wOBA .306 → .245; ISO .149 → .118; BABIP .337 → .299. 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 AJupiter Hammerheads · 71 PAwOBA .247 → .180 (−66)K% 38.0% → 49.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 38.03% | ÷1.039 | ×1.360 | — | — | 49.79% |
| BB% (unintentional) /PA | 11.27% | ÷0.996 | ×0.690 | — | ×0.990 | 7.73% |
| HBP% /PA | 1.41% | — | ×0.780 | — | ×0.990 | 1.09% |
| Singles /BIP | 17.65% | ÷0.985 | ×0.920 | — | ×0.990 | 16.32% |
| Doubles /BIP | 8.82% | ÷1.031 | ×0.830 | — | ×0.990 | 7.03% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.910 | — | ×0.990 | 0.00% |
| Home runs /BIP | 2.94% | ÷0.924 | ×0.800 | — | ×0.990 | 2.52% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 85, 1B 97, 2B 106, 3B 130, K 108, BB 99 — 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).
Result: wOBA .247 → .180; ISO .098 → .070; BABIP .265 → .231. 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 AJupiter Hammerheads · 221 PAwOBA .316 → .210 (−106)K% 39.4% → 55.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 39.37% | ÷0.967 | ×1.360 | — | — | 55.39% |
| BB% (unintentional) /PA | 11.31% | ÷0.978 | ×0.690 | — | — | 7.98% |
| HBP% /PA | 2.26% | — | ×0.780 | — | — | 1.76% |
| Singles /BIP | 23.53% | ÷1.004 | ×0.920 | ×1.044 | — | 22.51% |
| Doubles /BIP | 16.67% | ÷1.156 | ×0.830 | ×1.044 | — | 12.49% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.910 | ×1.044 | — | 0.00% |
| Home runs /BIP | 2.94% | ÷0.959 | ×0.800 | — | — | 2.45% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 92, 1B 101, 2B 131, 3B 130, K 93, BB 96 — 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 ×1.044.
Result: wOBA .316 → .210; ISO .138 → .081; BABIP .406 → .349. 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 AJupiter Hammerheads · 186 PAwOBA .278 → .195 (−82)K% 39.8% → 53.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 39.78% | ÷1.021 | ×1.360 | — | — | 52.97% |
| BB% (unintentional) /PA | 11.83% | ÷0.993 | ×0.690 | — | ×1.015 | 8.34% |
| HBP% /PA | 1.08% | — | ×0.780 | — | ×1.015 | 0.85% |
| Singles /BIP | 21.59% | ÷0.993 | ×0.920 | ×1.004 | ×1.015 | 20.39% |
| Doubles /BIP | 7.95% | ÷1.226 | ×0.830 | ×1.004 | ×1.015 | 5.49% |
| Triples /BIP | 1.14% | ÷0.996 | ×0.910 | ×1.004 | ×1.015 | 1.06% |
| Home runs /BIP | 4.55% | ÷0.891 | ×0.800 | — | ×1.015 | 4.14% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 78, 1B 99, 2B 145, 3B 99, K 104, BB 99 — 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 ×1.004.
Result: wOBA .278 → .195; ISO .130 → .087; BABIP .321 → .281. 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 — .