Christian Knapczyk
SS Akron RubberDucks| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 22 | ALynchburg Hil… | 399 | .250/.388/.350 | 2 | 18 | 66 | — | .201/.309/.289 |
| 2025 | 23 | AA/A+CLE | 542 | .256/.353/.354 | 7 | 11 | 57 | — | .208/.288/.278 |
| 2026 | 24 | AACLE | 272 | .164/.284/.243 | 2 | 4 | 27 | — | .149/.242/.221 |
| 2027PROJMLE | 25 | MLBCLE | 3 | .187/.268/.259 | 0 | 0 | 52 | -0.0 | |
| 2028PROJ31% MLB | 26 | MLBCLE | 61 | .192/.272/.275 | 1 | 1 | 58 | -0.1 | |
| 2029PROJ42% MLB | 27 | MLBCLE | 99 | .194/.273/.279 | 1 | 1 | 59 | -0.1 |
Tools · ContractCON 45 / 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.
| 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) | |||||||||||||||||||||||||||||||
| 2024 | 22 | A | Lynchburg Hillcats | — | 399 | 320 | 80 | 12 | 7 | 2 | 56 | 70 | 16 | 18 | 8 | 250 | 388 | 350 | 738 | 100 | 307 | 18 | 14 | 339 | 66 | — | — | — | — | — | — |
| 2025 | 23 | AA | Akron RubberDucks | — | 118 | 99 | 24 | 3 | 1 | 0 | 17 | 21 | 1 | 0 | 2 | 242 | 359 | 293 | 652 | 51 | 304 | 18 | 14 | 306 | 62 | — | — | — | — | — | — |
| 2025 | 23 | A+ | Lake County Captains | — | 424 | 370 | 96 | 18 | 1 | 7 | 42 | 79 | 10 | 11 | 3 | 259 | 351 | 370 | 721 | 111 | 311 | 19 | 10 | 329 | 56 | — | — | — | — | — | — |
| 2026 | 24 | AA | Akron RubberDucks | — | 272 | 226 | 37 | 8 | 2 | 2 | 30 | 76 | 8 | 4 | 0 | 164 | 284 | 243 | 527 | 80 | 230 | 28 | 11 | 247 | 27 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2024 | 22 | A MLE | Lynchburg Hillcats | — | 399 | 339 | 68 | 10 | 7 | 2 | 37 | 97 | 16 | 18 | 8 | 201 | 309 | 289 | 598 | 88 | 257 | 24 | 9 | 266 | 66 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Akron RubberDucks | — | 118 | 103 | 23 | 3 | 1 | 0 | 13 | 27 | 1 | 0 | 2 | 223 | 316 | 272 | 588 | 49 | 282 | 23 | 11 | 260 | 62 | — | — | — | — | — | — |
| 2025 | 23 | A+ MLE | Lake County Captains | — | 424 | 382 | 78 | 12 | 1 | 5 | 30 | 98 | 10 | 11 | 3 | 204 | 280 | 280 | 560 | 76 | 255 | 23 | 7 | 251 | 56 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Akron RubberDucks | — | 272 | 235 | 35 | 7 | 2 | 2 | 21 | 93 | 8 | 4 | 0 | 149 | 242 | 221 | 464 | 72 | 216 | 34 | 8 | 208 | 27 | — | — | — | — | — | — |
| 2024 | 22 | A MLE | Lynchburg Hillcats | — | 399 | 339 | 68 | 10 | 7 | 2 | 37 | 97 | 16 | 18 | 8 | 201 | 309 | 289 | 598 | 88 | 268 | 24 | 9 | 266 | 66 | — | — | — | — | — | — |
| 2024 | 22 | A RAW | Lynchburg Hillcats | — | 399 | 320 | 80 | 12 | 7 | 2 | 56 | 70 | 16 | 18 | 8 | 250 | 388 | 350 | 738 | 100 | 307 | 18 | 14 | 339 | 66 | — | — | — | — | — | — |
| 2025 | 23 | A+ MLE | 2 teams | — | 542 | 486 | 100 | 15 | 2 | 5 | 42 | 125 | 11 | 11 | 5 | 206 | 284 | 276 | 560 | 70 | 265 | 23 | 8 | 253 | 57 | — | — | — | — | — | — |
| 2025 | 23 | A+ RAW | 2 teams | — | 542 | 469 | 120 | 21 | 2 | 7 | 59 | 100 | 11 | 11 | 5 | 256 | 353 | 354 | 706 | 98 | 310 | 18 | 11 | 324 | 57 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Akron RubberDucks | — | 272 | 235 | 35 | 7 | 2 | 2 | 21 | 93 | 8 | 4 | 0 | 149 | 242 | 221 | 464 | 72 | 229 | 34 | 8 | 208 | 27 | — | — | — | — | — | — |
| 2026 | 24 | AA RAW | Akron RubberDucks | — | 272 | 226 | 37 | 8 | 2 | 2 | 30 | 76 | 8 | 4 | 0 | 164 | 284 | 243 | 527 | 80 | 230 | 28 | 11 | 247 | 27 | — | — | — | — | — | — |
| 2024 | 22 | A MLE | Lynchburg Hillcats | — | 399 | 343 | 68 | 10 | 7 | 2 | 37 | 97 | 16 | 18 | 8 | 198 | 309 | 286 | 594 | 87 | 257 | 24 | 9 | 266 | 66 | — | — | — | — | — | — |
| 2025 | 23 | A+ MLE | 2 teams | — | 542 | 484 | 100 | 15 | 2 | 5 | 42 | 125 | 11 | 11 | 5 | 207 | 284 | 277 | 561 | 70 | 261 | 23 | 8 | 253 | 57 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Akron RubberDucks | — | 272 | 241 | 35 | 7 | 2 | 2 | 21 | 93 | 8 | 4 | 0 | 145 | 242 | 216 | 458 | 71 | 216 | 34 | 8 | 208 | 27 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | A MLE | Lynchburg Hillcats | — | 399 | 343 | 68 | 10 | 7 | 2 | 37 | 97 | 16 | 18 | 8 | 198 | 309 | 286 | 594 | 87 | 257 | 24 | 9 | 266 | 66 | — | — | — | — | — | — |
| 2025 | 23 | A+ MLE | 2 teams | — | 542 | 484 | 100 | 15 | 2 | 5 | 42 | 125 | 11 | 11 | 5 | 207 | 284 | 277 | 561 | 70 | 261 | 23 | 8 | 253 | 57 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Akron RubberDucks | — | 272 | 241 | 35 | 7 | 2 | 2 | 21 | 93 | 8 | 4 | 0 | 145 | 242 | 216 | 458 | 71 | 216 | 34 | 8 | 208 | 27 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB MLE | CLE | 2% | 322 | 288 | 55 | 10 | 2 | 3 | 25 | 99 | 6 | 5 | 1 | 187 | 268 | 261 | 528 | 74 | 272 | 31 | 8 | 246 | 52 | -18 | +1 | +0 | +3 | +7 | -0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB CTX | CLE | 2% | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 187 | 268 | 259 | 527 | 72 | 272 | 33 | 0 | 245 | 52 | -0 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 26 | MLB MLE | CLE | 31% | 198 | 176 | 34 | 6 | 1 | 2 | 16 | 60 | 4 | 3 | 1 | 192 | 272 | 276 | 548 | 84 | 273 | 30 | 8 | 253 | 58 | -10 | +0 | +0 | +2 | +4 | -0.3 |
| 2029 | 27 | MLB MLE | CLE | 42% | 235 | 210 | 40 | 7 | 1 | 3 | 19 | 71 | 4 | 3 | 1 | 194 | 274 | 280 | 554 | 87 | 274 | 30 | 8 | 255 | 59 | -11 | +0 | +0 | +3 | +5 | -0.4 |
| 2028 | 26 | MLB CTX | CLE | 31% | 61 | 55 | 11 | 2 | 0 | 1 | 5 | 19 | 1 | 1 | 0 | 192 | 272 | 275 | 546 | 83 | 273 | 31 | 8 | 253 | 58 | -3 | +0 | +0 | +1 | +1 | -0.1 |
| 2029 | 27 | MLB CTX | CLE | 42% | 99 | 89 | 16 | 3 | 0 | 1 | 8 | 30 | 2 | 1 | 0 | 194 | 273 | 279 | 552 | 85 | 274 | 30 | 8 | 255 | 59 | -5 | +0 | +0 | +1 | +2 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 160 | 144 | 27 | 5 | 0 | 2 | 13 | 49 | 3 | 2 | 0 | 188 | 269 | 264 | 533 | 76 | 269 | 31 | 8 | 254 | 55 | -8 | +0 | +0 | +2 | +3 | -0.2 | |
| / 162G | — | A+C | — | 650 | 585 | 109 | 20 | 0 | 8 | 53 | 199 | 12 | 8 | 0 | 186 | 268 | 262 | 529 | 75 | 267 | 31 | 8 | 254 | 55 | -32 | +2 | +0 | +7 | +14 | -1.0 | |
| Career | — | MLE | — | 1806 | 1589 | 304 | 50 | 14 | 15 | 148 | 495 | 46 | 41 | 16 | 191 | 279 | 269 | 548 | 77 | 264 | 27 | 8 | 249 | 55 | -31 | +0 | +0 | +6 | +13 | -1.1 | |
| / 162G | — | MLE | — | 650 | 572 | 109 | 18 | 5 | 5 | 53 | 178 | 17 | 15 | 6 | 191 | 279 | 266 | 545 | 75 | 263 | 27 | 8 | 249 | 55 | -33 | +0 | +0 | +7 | +14 | -1.2 | |
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 · 272 PAwOBA .245 → .208 (−37)K% 27.9% → 34.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.94% | ÷1.000 | ×1.220 | — | — | 34.09% |
| BB% (unintentional) /PA | 11.03% | ÷1.000 | ×0.700 | — | ×0.998 | 7.71% |
| HBP% /PA | 2.94% | — | ×0.850 | — | ×0.998 | 2.49% |
| Singles /BIP | 16.67% | ÷1.000 | ×0.970 | ×1.000 | ×0.998 | 16.13% |
| Doubles /BIP | 5.33% | ÷1.000 | ×0.860 | ×1.000 | ×0.998 | 4.58% |
| Triples /BIP | 1.33% | ÷1.000 | ×0.950 | ×1.000 | ×0.998 | 1.26% |
| Home runs /BIP | 1.33% | ÷1.000 | ×0.780 | — | ×0.998 | 1.04% |
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 ×1.000.
Result: wOBA .245 → .208; ISO .080 → .069; BABIP .230 → .216. 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 A+Lake County Captains · 424 PAwOBA .322 → .251 (−71)K% 18.6% → 23.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.63% | ÷1.020 | ×1.270 | — | — | 23.21% |
| BB% (unintentional) /PA | 9.91% | ÷0.991 | ×0.710 | — | ×0.988 | 7.01% |
| HBP% /PA | 2.36% | — | ×0.790 | — | ×0.988 | 1.84% |
| Singles /BIP | 24.05% | ÷1.031 | ×0.920 | ×0.975 | ×0.988 | 20.68% |
| Doubles /BIP | 6.19% | ÷1.138 | ×0.810 | ×0.975 | ×0.988 | 4.24% |
| Triples /BIP | 0.34% | ÷0.952 | ×0.850 | ×0.975 | ×0.988 | 0.30% |
| Home runs /BIP | 2.41% | ÷1.011 | ×0.800 | — | ×0.988 | 1.88% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 102, 1B 106, 2B 128, 3B 90, K 104, BB 98 — 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 ×0.975.
Result: wOBA .322 → .251; ISO .111 → .082; BABIP .311 → .255. 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 · 118 PAwOBA .302 → .260 (−43)K% 17.8% → 22.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.80% | ÷0.948 | ×1.220 | — | — | 22.90% |
| BB% (unintentional) /PA | 14.41% | ÷0.953 | ×0.700 | — | ×1.012 | 10.71% |
| HBP% /PA | 0.85% | — | ×0.850 | — | ×1.012 | 0.73% |
| Singles /BIP | 25.64% | ÷1.004 | ×0.970 | ×0.958 | ×1.012 | 24.00% |
| Doubles /BIP | 3.85% | ÷0.986 | ×0.860 | ×0.958 | ×1.012 | 3.25% |
| Triples /BIP | 1.28% | ÷0.935 | ×0.950 | ×0.958 | ×1.012 | 1.26% |
| Home runs /BIP | 0.00% | ÷0.926 | ×0.780 | — | ×1.012 | 0.00% |
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 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 ×0.958.
Result: wOBA .302 → .260; ISO .051 → .045; BABIP .304 → .282. 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 ALynchburg Hillcats · 399 PAwOBA .336 → .266 (−70)K% 17.5% → 24.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.54% | ÷0.985 | ×1.360 | — | — | 24.22% |
| BB% (unintentional) /PA | 14.04% | ÷1.041 | ×0.690 | — | ×0.990 | 9.21% |
| HBP% /PA | 4.01% | — | ×0.780 | — | ×0.990 | 3.10% |
| Singles /BIP | 23.60% | ÷1.056 | ×0.920 | ×0.956 | ×0.990 | 19.47% |
| Doubles /BIP | 4.80% | ÷0.941 | ×0.830 | ×0.956 | ×0.990 | 4.01% |
| Triples /BIP | 2.80% | ÷0.906 | ×0.910 | ×0.956 | ×0.990 | 2.66% |
| Home runs /BIP | 0.80% | ÷0.844 | ×0.800 | — | ×0.990 | 0.75% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 69, 1B 111, 2B 88, 3B 81, K 97, BB 108 — 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 ×0.956.
Result: wOBA .336 → .266; ISO .100 → .092; BABIP .307 → .257. 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).