Connor Kokx
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2022 | 22 | A+/INTL2 orgs | 395 | .243/.357/.366 | 7 | 13 | 74 | — | .201/.295/.299 |
| 2023 | 23 | AACLE | 390 | .228/.350/.311 | 3 | 29 | 67 | — | .207/.306/.281 |
| 2024 | 24 | AACLE | 109 | .232/.330/.263 | 0 | 9 | 46 | — | .206/.294/.237 |
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) | |||||||||||||||||||||||||||||||
| 2021 | 21 | ROK | ACL Indians | — | 56 | 42 | 10 | 1 | 1 | 1 | 6 | 11 | 8 | 5 | 1 | 238 | 429 | 381 | 810 | 143 | 300 | 20 | 11 | 382 | 63 | — | — | — | — | — | — |
| 2022 | 22 | A+ | Lake County Captains | — | 324 | 273 | 64 | 11 | 2 | 7 | 43 | 64 | 6 | 12 | 7 | 234 | 351 | 366 | 717 | 132 | 281 | 20 | 13 | 328 | 64 | — | — | — | — | — | — |
| 2022 | 22 | INTL | Peoria Javelinas | — | 71 | 60 | 17 | 3 | 1 | 0 | 9 | 15 | 1 | 1 | 1 | 283 | 386 | 367 | 752 | 83 | 370 | 21 | 13 | 341 | 117 | — | — | — | — | — | — |
| 2023 | 23 | AA | Akron RubberDucks | — | 390 | 325 | 74 | 18 | 0 | 3 | 47 | 88 | 14 | 29 | 5 | 228 | 350 | 311 | 661 | 83 | 300 | 23 | 12 | 309 | 67 | — | — | — | — | — | — |
| 2024 | 24 | AA | Akron RubberDucks | — | 109 | 95 | 22 | 3 | 0 | 0 | 8 | 26 | 6 | 9 | 3 | 232 | 330 | 263 | 593 | 32 | 319 | 24 | 7 | 285 | 46 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 21 | ROK MLE | ACL Indians | — | 56 | 45 | 9 | 1 | 1 | 1 | 3 | 16 | 8 | 5 | 1 | 200 | 357 | 333 | 690 | 133 | 241 | 29 | 5 | 262 | 63 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | Lake County Captains | — | 324 | 284 | 57 | 9 | 2 | 5 | 32 | 80 | 6 | 12 | 7 | 201 | 295 | 299 | 594 | 99 | 253 | 25 | 10 | 263 | 64 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | Akron RubberDucks | — | 390 | 338 | 70 | 16 | 0 | 3 | 34 | 110 | 14 | 29 | 5 | 207 | 306 | 281 | 587 | 74 | 289 | 28 | 9 | 267 | 67 | — | — | — | — | — | — |
| 2024 | 24 | AA MLE | Akron RubberDucks | — | 109 | 97 | 20 | 3 | 0 | 0 | 6 | 32 | 6 | 9 | 3 | 206 | 294 | 237 | 531 | 31 | 297 | 29 | 6 | 236 | 46 | — | — | — | — | — | — |
| 2021 | 21 | ROK MLE | ACL Indians | — | 56 | 45 | 9 | 1 | 1 | 1 | 3 | 16 | 8 | 5 | 1 | 200 | 357 | 333 | 690 | 133 | 286 | 29 | 5 | 262 | 63 | — | — | — | — | — | — |
| 2021 | 21 | ROK RAW | ACL Indians | — | 56 | 42 | 10 | 1 | 1 | 1 | 6 | 11 | 8 | 5 | 1 | 238 | 429 | 381 | 810 | 143 | 300 | 20 | 11 | 382 | 63 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 395 | 346 | 69 | 11 | 2 | 6 | 39 | 98 | 7 | 13 | 8 | 199 | 293 | 295 | 588 | 95 | 258 | 25 | 10 | 263 | 64 | — | — | — | — | — | — |
| 2022 | 22 | A+ RAW | 2 teams | — | 395 | 333 | 81 | 14 | 3 | 7 | 52 | 79 | 7 | 13 | 8 | 243 | 357 | 366 | 724 | 123 | 297 | 20 | 13 | 330 | 64 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | Akron RubberDucks | — | 390 | 338 | 70 | 16 | 0 | 3 | 34 | 110 | 14 | 29 | 5 | 207 | 306 | 281 | 587 | 74 | 294 | 28 | 9 | 267 | 67 | — | — | — | — | — | — |
| 2023 | 23 | AA RAW | Akron RubberDucks | — | 390 | 325 | 74 | 18 | 0 | 3 | 47 | 88 | 14 | 29 | 5 | 228 | 350 | 311 | 661 | 83 | 300 | 23 | 12 | 309 | 67 | — | — | — | — | — | — |
| 2024 | 24 | AA MLE | Akron RubberDucks | — | 109 | 97 | 20 | 3 | 0 | 0 | 6 | 32 | 6 | 9 | 3 | 206 | 294 | 237 | 531 | 31 | 308 | 29 | 6 | 236 | 46 | — | — | — | — | — | — |
| 2024 | 24 | AA RAW | Akron RubberDucks | — | 109 | 95 | 22 | 3 | 0 | 0 | 8 | 26 | 6 | 9 | 3 | 232 | 330 | 263 | 593 | 32 | 319 | 24 | 7 | 285 | 46 | — | — | — | — | — | — |
| 2021 | 21 | ROK MLE | ACL Indians | — | 56 | 45 | 9 | 1 | 1 | 1 | 3 | 16 | 8 | 5 | 1 | 200 | 357 | 333 | 690 | 133 | 241 | 29 | 5 | 262 | 63 | — | — | — | — | — | — |
| 2022 | 22 | A+ MLE | 2 teams | — | 395 | 346 | 69 | 11 | 2 | 6 | 39 | 98 | 7 | 13 | 8 | 199 | 293 | 295 | 588 | 95 | 253 | 25 | 10 | 263 | 64 | — | — | — | — | — | — |
| 2023 | 23 | AA MLE | Akron RubberDucks | — | 390 | 339 | 70 | 16 | 0 | 3 | 34 | 110 | 14 | 29 | 5 | 206 | 306 | 280 | 586 | 74 | 289 | 28 | 9 | 267 | 67 | — | — | — | — | — | — |
| 2024 | 24 | AA MLE | Akron RubberDucks | — | 109 | 96 | 20 | 3 | 0 | 0 | 6 | 32 | 6 | 9 | 3 | 208 | 294 | 240 | 533 | 31 | 297 | 29 | 6 | 236 | 46 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 24 | AA MLE | Akron RubberDucks | — | 109 | 96 | 20 | 3 | 0 | 0 | 6 | 32 | 6 | 9 | 3 | 208 | 294 | 240 | 533 | 31 | 297 | 29 | 6 | 236 | 46 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 950 | 826 | 168 | 31 | 3 | 10 | 82 | 256 | 35 | 56 | 17 | 203 | 302 | 285 | 587 | 81 | 280 | 27 | 9 | 261 | 63 | -42 | +4 | +0 | -6 | +21 | -2.3 | |
| / 162G | — | MLE | — | 650 | 565 | 115 | 21 | 2 | 7 | 56 | 175 | 24 | 38 | 12 | 204 | 302 | 285 | 587 | 81 | 280 | 27 | 9 | 261 | 63 | -29 | +3 | +0 | -4 | +14 | -1.6 | |
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.
2024 AAAkron RubberDucks · 109 PAwOBA .278 → .236 (−42)K% 23.9% → 29.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.85% | ÷0.980 | ×1.220 | — | — | 29.70% |
| BB% (unintentional) /PA | 7.34% | ÷0.987 | ×0.700 | — | ×1.012 | 5.27% |
| HBP% /PA | 5.50% | — | ×0.850 | — | ×1.012 | 4.74% |
| Singles /BIP | 27.54% | ÷0.993 | ×0.970 | ×0.950 | ×1.012 | 25.86% |
| Doubles /BIP | 4.35% | ÷0.944 | ×0.860 | ×0.950 | ×1.012 | 3.81% |
| Triples /BIP | 0.00% | ÷1.023 | ×0.950 | ×0.950 | ×1.012 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.966 | ×0.780 | — | ×1.012 | 0.00% |
Factors used: league row EL. Park (home-season share, regressed): HR 93, 1B 99, 2B 89, 3B 105, K 96, BB 97 — 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 ×0.950.
Result: wOBA .278 → .236; ISO .032 → .026; BABIP .319 → .297. 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 AAAkron RubberDucks · 390 PAwOBA .304 → .267 (−37)K% 22.6% → 28.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.56% | ÷0.977 | ×1.220 | — | — | 28.16% |
| BB% (unintentional) /PA | 12.05% | ÷0.988 | ×0.700 | — | ×1.027 | 8.77% |
| HBP% /PA | 3.59% | — | ×0.850 | — | ×1.027 | 3.13% |
| Singles /BIP | 22.36% | ÷0.995 | ×0.970 | ×0.979 | ×1.027 | 21.92% |
| Doubles /BIP | 7.59% | ÷0.933 | ×0.860 | ×0.979 | ×1.027 | 7.04% |
| Triples /BIP | 0.00% | ÷1.053 | ×0.950 | ×0.979 | ×1.027 | 0.00% |
| Home runs /BIP | 1.27% | ÷0.909 | ×0.780 | — | ×1.027 | 1.12% |
Factors used: league row EL. Park (home-season share, regressed): HR 82, 1B 99, 2B 87, 3B 111, K 95, BB 98 — 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 ×0.979.
Result: wOBA .304 → .267; ISO .083 → .075; BABIP .300 → .289. 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+Lake County Captains · 324 PAwOBA .321 → .263 (−57)K% 19.8% → 24.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.75% | ÷1.015 | ×1.270 | — | — | 24.72% |
| BB% (unintentional) /PA | 13.27% | ÷0.975 | ×0.710 | — | ×1.012 | 9.78% |
| HBP% /PA | 1.85% | — | ×0.790 | — | ×1.012 | 1.48% |
| Singles /BIP | 21.05% | ÷0.983 | ×0.920 | ×0.991 | ×1.012 | 19.76% |
| Doubles /BIP | 5.26% | ÷1.005 | ×0.810 | ×0.991 | ×1.012 | 4.26% |
| Triples /BIP | 0.96% | ÷0.970 | ×0.850 | ×0.991 | ×1.012 | 0.84% |
| Home runs /BIP | 3.35% | ÷1.134 | ×0.800 | — | ×1.012 | 2.39% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 127, 1B 97, 2B 101, 3B 94, K 103, BB 95 — 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 ×0.991.
Result: wOBA .321 → .263; ISO .132 → .100; BABIP .281 → .253. 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 ROKACL Indians · 56 PAwOBA .373 → .262 (−112)K% 19.6% → 28.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.64% | ÷0.978 | ×1.440 | — | — | 28.93% |
| BB% (unintentional) /PA | 10.71% | ÷1.050 | ×0.620 | — | ×0.985 | 6.23% |
| HBP% /PA | 14.29% | — | ×0.720 | — | ×0.985 | 10.13% |
| Singles /BIP | 22.58% | ÷0.948 | ×0.820 | — | ×0.985 | 19.24% |
| Doubles /BIP | 3.23% | ÷1.065 | ×0.720 | — | ×0.985 | 2.15% |
| Triples /BIP | 3.23% | ÷0.990 | ×0.720 | — | ×0.985 | 2.31% |
| Home runs /BIP | 3.23% | ÷1.488 | ×0.780 | — | ×0.985 | 1.67% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 198, 1B 90, 2B 113, 3B 98, K 96, BB 110 — applied at half strength. Age: age 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).
Result: wOBA .373 → .262; ISO .143 → .086; BABIP .300 → .241. 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 — .