Kale Emshoff
C Frisco RoughRiders| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | 25 | A+KC | 353 | .225/.296/.380 | 10 | 2 | 43 | — | .178/.239/.292 |
| 2024 | 26 | AA/A+2 orgs | 236 | .252/.316/.453 | 10 | 2 | 52 | — | .188/.240/.326 |
| 2025 | 27 | AATEX | 19 | .125/.263/.125 | 0 | 0 | -16 | — | .118/.211/.118 |
| 2027PROJMLE | 29 | MLBTEX | 2 | .212/.275/.336 | 0 | 0 | 71 | 0.0 | |
| 2028PROJ23% MLB | 30 | MLBTEX | 27 | .210/.274/.332 | 1 | 0 | 69 | -0.0 |
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) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ | Quad Cities River Bandits | — | 33 | 27 | 6 | 2 | 0 | 0 | 6 | 13 | 0 | 0 | 0 | 222 | 364 | 296 | 660 | 74 | 429 | 39 | 18 | 314 | 32 | — | — | — | — | — | — |
| 2021 | 23 | A | Columbia Fireflies | — | 234 | 198 | 54 | 14 | 1 | 10 | 30 | 74 | 5 | 0 | 0 | 273 | 382 | 505 | 887 | 232 | 383 | 32 | 13 | 390 | 59 | — | — | — | — | — | — |
| 2022 | 24 | A+ | Quad Cities River Bandits | — | 415 | 361 | 81 | 19 | 0 | 12 | 39 | 148 | 11 | 2 | 2 | 224 | 319 | 377 | 695 | 152 | 337 | 36 | 9 | 313 | 36 | — | — | — | — | — | — |
| 2023 | 25 | A+ | Quad Cities River Bandits | — | 353 | 316 | 71 | 15 | 2 | 10 | 29 | 91 | 4 | 2 | 1 | 225 | 296 | 380 | 676 | 155 | 281 | 26 | 8 | 301 | 43 | — | — | — | — | — | — |
| 2024 | 26 | AA | Northwest Arkansas Naturals | — | 93 | 87 | 19 | 6 | 0 | 3 | 5 | 38 | 1 | 0 | 0 | 218 | 269 | 391 | 660 | 172 | 348 | 41 | 5 | 293 | 19 | — | — | — | — | — | — |
| 2024 | 26 | A+ | Quad Cities River Bandits | — | 143 | 127 | 35 | 7 | 0 | 7 | 11 | 41 | 3 | 2 | 0 | 276 | 348 | 496 | 844 | 220 | 346 | 29 | 8 | 367 | 74 | — | — | — | — | — | — |
| 2025 | 27 | AA | Frisco RoughRiders | — | 19 | 16 | 2 | 0 | 0 | 0 | 3 | 8 | 0 | 0 | 0 | 125 | 263 | 125 | 388 | 250 | 42 | 16 | 205 | -16 | — | — | — | — | — | — | |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ MLE | Quad Cities River Bandits | — | 33 | 29 | 4 | 1 | 0 | 0 | 4 | 17 | 0 | 0 | 0 | 138 | 242 | 172 | 415 | 34 | 365 | 52 | 12 | 216 | 32 | — | — | — | — | — | — |
| 2021 | 23 | A MLE | Columbia Fireflies | — | 234 | 209 | 38 | 10 | 1 | 6 | 19 | 103 | 5 | 0 | 0 | 182 | 266 | 325 | 591 | 144 | 311 | 44 | 8 | 256 | 59 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | Quad Cities River Bandits | — | 415 | 376 | 61 | 13 | 0 | 8 | 24 | 185 | 11 | 2 | 2 | 162 | 234 | 261 | 494 | 98 | 274 | 45 | 6 | 221 | 36 | — | — | — | — | — | — |
| 2023 | 25 | A+ MLE | Quad Cities River Bandits | — | 353 | 325 | 58 | 12 | 2 | 7 | 22 | 115 | 4 | 2 | 1 | 178 | 239 | 292 | 532 | 114 | 242 | 33 | 6 | 232 | 43 | — | — | — | — | — | — |
| 2024 | 26 | AA MLE | Northwest Arkansas Naturals | — | 93 | 89 | 13 | 4 | 0 | 2 | 3 | 47 | 1 | 0 | 0 | 146 | 183 | 258 | 441 | 112 | 273 | 51 | 3 | 197 | 19 | — | — | — | — | — | — |
| 2024 | 26 | A+ MLE | Quad Cities River Bandits | — | 143 | 130 | 28 | 5 | 0 | 5 | 8 | 51 | 3 | 2 | 0 | 215 | 277 | 369 | 646 | 154 | 283 | 36 | 6 | 278 | 74 | — | — | — | — | — | — |
| 2025 | 27 | AA MLE | Frisco RoughRiders | — | 19 | 17 | 2 | 0 | 0 | 0 | 2 | 10 | 0 | 0 | 0 | 118 | 211 | 118 | 328 | 231 | 53 | 11 | 144 | -16 | — | — | — | — | — | — | |
| 2021 | 23 | A MLE | 2 teams | — | 267 | 237 | 42 | 11 | 1 | 6 | 24 | 121 | 5 | 0 | 0 | 177 | 267 | 308 | 575 | 131 | 324 | 45 | 9 | 251 | 56 | — | — | — | — | — | — |
| 2021 | 23 | A RAW | 2 teams | — | 267 | 225 | 60 | 16 | 1 | 10 | 36 | 87 | 5 | 0 | 0 | 267 | 380 | 480 | 860 | 213 | 388 | 33 | 13 | 381 | 56 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | Quad Cities River Bandits | — | 415 | 376 | 61 | 13 | 0 | 8 | 24 | 185 | 11 | 2 | 2 | 162 | 234 | 261 | 494 | 98 | 283 | 45 | 6 | 221 | 36 | — | — | — | — | — | — |
| 2022 | 24 | A+ RAW | Quad Cities River Bandits | — | 415 | 361 | 81 | 19 | 0 | 12 | 39 | 148 | 11 | 2 | 2 | 224 | 319 | 377 | 695 | 152 | 337 | 36 | 9 | 313 | 36 | — | — | — | — | — | — |
| 2023 | 25 | A+ MLE | Quad Cities River Bandits | — | 353 | 325 | 58 | 12 | 2 | 7 | 22 | 115 | 4 | 2 | 1 | 178 | 239 | 292 | 532 | 114 | 249 | 33 | 6 | 232 | 43 | — | — | — | — | — | — |
| 2023 | 25 | A+ RAW | Quad Cities River Bandits | — | 353 | 316 | 71 | 15 | 2 | 10 | 29 | 91 | 4 | 2 | 1 | 225 | 296 | 380 | 676 | 155 | 281 | 26 | 8 | 301 | 43 | — | — | — | — | — | — |
| 2024 | 26 | A+ MLE | 2 teams | — | 236 | 219 | 42 | 9 | 0 | 8 | 11 | 98 | 4 | 2 | 0 | 192 | 244 | 342 | 586 | 151 | 296 | 42 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2024 | 26 | A+ RAW | 2 teams | — | 236 | 214 | 54 | 13 | 0 | 10 | 16 | 79 | 4 | 2 | 0 | 252 | 316 | 453 | 770 | 201 | 346 | 33 | 7 | 338 | 53 | — | — | — | — | — | — |
| 2025 | 27 | AA MLE | Frisco RoughRiders | — | 19 | 17 | 2 | 0 | 0 | 0 | 2 | 10 | 0 | 0 | 0 | 118 | 211 | 118 | 328 | 286 | 53 | 11 | 144 | -16 | — | — | — | — | — | — | |
| 2025 | 27 | AA RAW | Frisco RoughRiders | — | 19 | 16 | 2 | 0 | 0 | 0 | 3 | 8 | 0 | 0 | 0 | 125 | 263 | 125 | 388 | 250 | 42 | 16 | 205 | -16 | — | — | — | — | — | — | |
| 2021 | 23 | A MLE | 2 teams | — | 267 | 236 | 42 | 11 | 1 | 6 | 24 | 121 | 5 | 0 | 0 | 178 | 267 | 309 | 576 | 131 | 318 | 45 | 9 | 251 | 56 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | Quad Cities River Bandits | — | 415 | 377 | 61 | 13 | 0 | 8 | 24 | 185 | 11 | 2 | 2 | 162 | 234 | 260 | 494 | 98 | 274 | 45 | 6 | 221 | 36 | — | — | — | — | — | — |
| 2023 | 25 | A+ MLE | Quad Cities River Bandits | — | 353 | 324 | 58 | 12 | 2 | 7 | 22 | 115 | 4 | 2 | 1 | 179 | 239 | 293 | 533 | 114 | 242 | 33 | 6 | 232 | 43 | — | — | — | — | — | — |
| 2024 | 26 | A+ MLE | 2 teams | — | 236 | 219 | 42 | 9 | 0 | 8 | 11 | 98 | 4 | 2 | 0 | 192 | 244 | 342 | 586 | 151 | 279 | 42 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2025 | 27 | AA MLE | Frisco RoughRiders | — | 19 | 17 | 2 | 0 | 0 | 0 | 2 | 10 | 0 | 0 | 0 | 118 | 211 | 118 | 328 | 231 | 53 | 11 | 144 | -16 | — | — | — | — | — | — | |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | A+ MLE | 2 teams | — | 236 | 219 | 42 | 9 | 0 | 8 | 11 | 98 | 4 | 2 | 0 | 192 | 244 | 342 | 586 | 151 | 279 | 42 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2025 | 27 | AA MLE | Frisco RoughRiders | — | 19 | 17 | 2 | 0 | 0 | 0 | 2 | 10 | 0 | 0 | 0 | 118 | 211 | 118 | 328 | 231 | 53 | 11 | 144 | -16 | — | — | — | — | — | — | |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB MLE | TEX | 2% | 200 | 182 | 38 | 7 | 1 | 4 | 14 | 58 | 2 | 4 | 1 | 211 | 275 | 331 | 606 | 120 | 282 | 29 | 7 | 272 | 71 | -7 | +0 | +0 | +4 | +4 | 0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB CTX | TEX | 2% | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 212 | 275 | 336 | 611 | 124 | 281 | 50 | 0 | 274 | 71 | -0 | +0 | +0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 30 | MLB MLE | TEX | 23% | 120 | 110 | 23 | 4 | 1 | 2 | 8 | 35 | 1 | 2 | 0 | 209 | 273 | 327 | 600 | 118 | 280 | 29 | 7 | 270 | 69 | -4 | +0 | -2 | +2 | +3 | -0.1 |
| 2028 | 30 | MLB CTX | TEX | 23% | 27 | 25 | 6 | 1 | 0 | 1 | 2 | 8 | 0 | 0 | 0 | 210 | 274 | 332 | 606 | 121 | 280 | 30 | 7 | 272 | 69 | -1 | +0 | -0 | +0 | +1 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 27 | 25 | 6 | 1 | 0 | 1 | 2 | 8 | 0 | 0 | 0 | 240 | 296 | 400 | 696 | 160 | 312 | 30 | 7 | 272 | 48 | -1 | +0 | -0 | +0 | +1 | -0.0 | |
| / 162G | — | A+C | — | 650 | 602 | 144 | 24 | 0 | 24 | 48 | 193 | 0 | 0 | 0 | 239 | 295 | 399 | 694 | 159 | 312 | 30 | 7 | 272 | 48 | -24 | +0 | -11 | +12 | +14 | -1.0 | |
| Career | — | MLE | — | 1494 | 1361 | 244 | 52 | 4 | 33 | 97 | 588 | 26 | 9 | 3 | 179 | 247 | 296 | 543 | 117 | 281 | 39 | 6 | 239 | 48 | -7 | +1 | -2 | +4 | +4 | -0.1 | |
| / 162G | — | MLE | — | 650 | 592 | 106 | 23 | 2 | 14 | 42 | 256 | 11 | 4 | 1 | 179 | 246 | 296 | 542 | 117 | 282 | 39 | 6 | 239 | 48 | -23 | +2 | -7 | +12 | +14 | -0.3 | |
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.
2025 AAFrisco RoughRiders · 19 PAwOBA .202 → .144 (−57)K% 42.1% → 52.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 42.11% | ÷0.971 | ×1.220 | — | — | 52.90% |
| BB% (unintentional) /PA | 15.79% | ÷1.080 | ×0.700 | — | ×0.978 | 10.01% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×0.978 | 0.00% |
| Singles /BIP | 25.00% | ÷0.975 | ×0.920 | — | ×0.978 | 23.08% |
| Doubles /BIP | 0.00% | ÷0.968 | ×0.840 | — | ×0.978 | 0.00% |
| Triples /BIP | 0.00% | ÷0.921 | ×0.940 | — | ×0.978 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.976 | ×0.800 | — | ×0.978 | 0.00% |
Factors used: league row TL. Park (home-season share, regressed): HR 95, 1B 95, 2B 94, 3B 84, K 94, BB 116 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average).
Result: wOBA .202 → .144; ISO .000 → .000; BABIP .250 → .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).
2024 A+Quad Cities River Bandits · 143 PAwOBA .362 → .278 (−84)K% 28.7% → 35.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.67% | ÷1.024 | ×1.270 | — | — | 35.55% |
| BB% (unintentional) /PA | 7.69% | ÷0.967 | ×0.710 | — | ×0.968 | 5.47% |
| HBP% /PA | 2.10% | — | ×0.790 | — | ×0.968 | 1.60% |
| Singles /BIP | 24.42% | ÷0.988 | ×0.920 | ×0.978 | ×0.968 | 21.52% |
| Doubles /BIP | 8.14% | ÷1.113 | ×0.810 | ×0.978 | ×0.968 | 5.61% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | ×0.978 | ×0.968 | 0.00% |
| Home runs /BIP | 8.14% | ÷0.959 | ×0.800 | — | ×0.968 | 6.58% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 92, 1B 98, 2B 123, 3B 130, K 105, BB 93 — applied at half strength. Age: age 26 vs a level average of 22.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.978.
Result: wOBA .362 → .278; ISO .220 → .164; BABIP .346 → .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 AANorthwest Arkansas Naturals · 93 PAwOBA .284 → .197 (−87)K% 40.9% → 50.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 40.86% | ÷0.991 | ×1.220 | — | — | 50.28% |
| BB% (unintentional) /PA | 5.38% | ÷1.056 | ×0.700 | — | ×0.988 | 3.52% |
| HBP% /PA | 1.08% | — | ×0.870 | — | ×0.988 | 0.92% |
| Singles /BIP | 20.41% | ÷1.073 | ×0.920 | ×0.950 | ×0.988 | 16.42% |
| Doubles /BIP | 12.24% | ÷1.025 | ×0.840 | ×0.950 | ×0.988 | 9.42% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×0.950 | ×0.988 | 0.00% |
| Home runs /BIP | 6.12% | ÷0.920 | ×0.800 | — | ×0.988 | 5.26% |
Factors used: league row TL. Park (home-season share, regressed): HR 84, 1B 115, 2B 105, 3B 80, K 98, BB 111 — 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 .284 → .197; ISO .172 → .122; BABIP .348 → .273. 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 · 353 PAwOBA .295 → .232 (−63)K% 25.8% → 32.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.78% | ÷1.005 | ×1.270 | — | — | 32.57% |
| BB% (unintentional) /PA | 8.22% | ÷0.929 | ×0.710 | — | ×0.978 | 6.14% |
| HBP% /PA | 1.13% | — | ×0.790 | — | ×0.978 | 0.88% |
| Singles /BIP | 19.56% | ÷0.997 | ×0.920 | ×0.985 | ×0.978 | 17.38% |
| Doubles /BIP | 6.67% | ÷0.957 | ×0.810 | ×0.985 | ×0.978 | 5.43% |
| Triples /BIP | 0.89% | ÷0.908 | ×0.850 | ×0.985 | ×0.978 | 0.80% |
| Home runs /BIP | 4.44% | ÷1.033 | ×0.800 | — | ×0.978 | 3.36% |
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 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.985.
Result: wOBA .295 → .232; ISO .155 → .116; BABIP .281 → .242. 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 A+Quad Cities River Bandits · 415 PAwOBA .307 → .221 (−86)K% 35.7% → 44.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.66% | ÷1.016 | ×1.270 | — | — | 44.59% |
| BB% (unintentional) /PA | 9.16% | ÷1.125 | ×0.710 | — | ×0.988 | 5.71% |
| HBP% /PA | 2.65% | — | ×0.790 | — | ×0.988 | 2.07% |
| Singles /BIP | 23.47% | ÷1.005 | ×0.920 | ×0.950 | ×0.988 | 20.16% |
| Doubles /BIP | 8.92% | ÷1.028 | ×0.810 | ×0.950 | ×0.988 | 6.59% |
| Triples /BIP | 0.00% | ÷0.920 | ×0.850 | ×0.950 | ×0.988 | 0.00% |
| Home runs /BIP | 5.63% | ÷1.047 | ×0.800 | — | ×0.988 | 4.25% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 109, 1B 101, 2B 106, 3B 84, K 103, BB 125 — 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 ×0.950.
Result: wOBA .307 → .221; ISO .152 → .106; BABIP .337 → .274. 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 AColumbia Fireflies · 234 PAwOBA .380 → .256 (−124)K% 31.6% → 44.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.62% | ÷0.974 | ×1.360 | — | — | 44.17% |
| BB% (unintentional) /PA | 12.39% | ÷1.023 | ×0.690 | — | ×0.990 | 8.28% |
| HBP% /PA | 2.14% | — | ×0.780 | — | ×0.990 | 1.65% |
| Singles /BIP | 23.39% | ÷1.017 | ×0.920 | ×0.950 | ×0.990 | 19.90% |
| Doubles /BIP | 11.29% | ÷0.960 | ×0.830 | ×0.950 | ×0.990 | 9.18% |
| Triples /BIP | 0.81% | ÷1.055 | ×0.910 | ×0.950 | ×0.990 | 0.65% |
| Home runs /BIP | 8.06% | ÷1.237 | ×0.800 | — | ×0.990 | 5.16% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 103, 2B 92, 3B 111, K 95, BB 105 — 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 .380 → .256; ISO .232 → .141; BABIP .383 → .311. 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+Quad Cities River Bandits · 33 PAwOBA .308 → .216 (−92)K% 39.4% → 52.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 39.39% | ÷1.013 | ×1.350 | — | — | 52.49% |
| BB% (unintentional) /PA | 18.18% | ÷0.988 | ×0.710 | — | ×0.998 | 13.03% |
| HBP% /PA | 0.00% | — | ×0.810 | — | ×0.998 | 0.00% |
| Singles /BIP | 28.57% | ÷1.059 | ×0.910 | — | ×0.998 | 24.51% |
| Doubles /BIP | 14.29% | ÷0.991 | ×0.830 | — | ×0.998 | 11.94% |
| Triples /BIP | 0.00% | ÷0.988 | ×0.820 | — | ×0.998 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.013 | ×0.830 | — | ×0.998 | 0.00% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 112, 2B 98, 3B 98, K 103, BB 98 — 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).
Result: wOBA .308 → .216; ISO .074 → .050; BABIP .429 → .365. 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).