Ryne Birk
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 21 | AKC | 32 | .323/.344/.516 | 0 | 0 | 75 | — | .258/.281/.419 |
| 2017 | 22 | AA/A+2 orgs | 489 | .266/.328/.430 | 15 | 6 | 65 | — | .220/.264/.347 |
| 2018 | 23 | AAHOU | 470 | .216/.299/.284 | 1 | 13 | 34 | — | .180/.242/.239 |
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) | |||||||||||||||||||||||||||||||
| 2016 | 21 | A | Quad Cities River Bandits | — | 32 | 31 | 10 | 4 | 1 | 0 | 1 | 4 | 0 | 0 | 1 | 323 | 344 | 516 | 860 | 194 | 370 | 12 | 3 | 374 | 75 | — | — | — | — | — | — |
| 2017 | 22 | AA | Corpus Christi Hooks | — | 134 | 126 | 31 | 2 | 0 | 7 | 7 | 22 | 0 | 1 | 2 | 246 | 286 | 429 | 714 | 183 | 247 | 16 | 5 | 313 | 53 | — | — | — | — | — | — |
| 2017 | 22 | A+ | Buies Creek Astros | — | 355 | 314 | 86 | 15 | 5 | 8 | 29 | 62 | 5 | 5 | 4 | 274 | 344 | 430 | 774 | 156 | 313 | 17 | 8 | 339 | 70 | — | — | — | — | — | — |
| 2018 | 23 | AA | Corpus Christi Hooks | — | 470 | 412 | 89 | 11 | 7 | 1 | 42 | 89 | 7 | 13 | 7 | 216 | 299 | 284 | 583 | 68 | 267 | 19 | 9 | 267 | 34 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 21 | A MLE | Quad Cities River Bandits | — | 32 | 31 | 8 | 3 | 1 | 0 | 1 | 6 | 0 | 0 | 1 | 258 | 281 | 419 | 701 | 161 | 304 | 19 | 3 | 279 | 75 | — | — | — | — | — | — |
| 2017 | 22 | AA MLE | Corpus Christi Hooks | — | 134 | 128 | 26 | 2 | 0 | 5 | 5 | 27 | 0 | 1 | 2 | 203 | 233 | 336 | 569 | 133 | 216 | 20 | 4 | 247 | 53 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | Buies Creek Astros | — | 355 | 327 | 74 | 12 | 4 | 7 | 17 | 92 | 5 | 5 | 4 | 226 | 275 | 352 | 627 | 125 | 280 | 26 | 5 | 272 | 70 | — | — | — | — | — | — |
| 2018 | 23 | AA MLE | Corpus Christi Hooks | — | 470 | 427 | 77 | 8 | 7 | 1 | 28 | 109 | 7 | 13 | 7 | 180 | 242 | 239 | 481 | 59 | 230 | 23 | 6 | 218 | 34 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Quad Cities River Bandits | — | 32 | 31 | 8 | 3 | 1 | 0 | 1 | 6 | 0 | 0 | 1 | 258 | 281 | 419 | 701 | 161 | 320 | 19 | 3 | 279 | 75 | — | — | — | — | — | — |
| 2016 | 21 | A RAW | Quad Cities River Bandits | — | 32 | 31 | 10 | 4 | 1 | 0 | 1 | 4 | 0 | 0 | 1 | 323 | 344 | 516 | 860 | 194 | 370 | 12 | 3 | 374 | 75 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | 2 teams | — | 489 | 455 | 101 | 14 | 4 | 12 | 22 | 120 | 5 | 6 | 6 | 222 | 266 | 349 | 615 | 127 | 271 | 25 | 4 | 265 | 66 | — | — | — | — | — | — |
| 2017 | 22 | A+ RAW | 2 teams | — | 489 | 440 | 117 | 17 | 5 | 15 | 36 | 84 | 5 | 6 | 6 | 266 | 328 | 430 | 757 | 164 | 295 | 17 | 7 | 332 | 66 | — | — | — | — | — | — |
| 2018 | 23 | AA MLE | Corpus Christi Hooks | — | 470 | 427 | 77 | 8 | 7 | 1 | 28 | 109 | 7 | 13 | 7 | 180 | 242 | 239 | 481 | 59 | 235 | 23 | 6 | 218 | 34 | — | — | — | — | — | — |
| 2018 | 23 | AA RAW | Corpus Christi Hooks | — | 470 | 412 | 89 | 11 | 7 | 1 | 42 | 89 | 7 | 13 | 7 | 216 | 299 | 284 | 583 | 68 | 267 | 19 | 9 | 267 | 34 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Quad Cities River Bandits | — | 32 | 31 | 8 | 3 | 1 | 0 | 1 | 6 | 0 | 0 | 1 | 258 | 281 | 419 | 701 | 161 | 304 | 19 | 3 | 279 | 75 | — | — | — | — | — | — |
| 2017 | 22 | A+ MLE | 2 teams | — | 489 | 459 | 101 | 14 | 4 | 12 | 22 | 120 | 5 | 6 | 6 | 220 | 266 | 346 | 612 | 126 | 262 | 25 | 4 | 265 | 66 | — | — | — | — | — | — |
| 2018 | 23 | AA MLE | Corpus Christi Hooks | — | 470 | 432 | 77 | 8 | 7 | 1 | 28 | 109 | 7 | 13 | 7 | 178 | 242 | 236 | 479 | 58 | 230 | 23 | 6 | 218 | 34 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 991 | 913 | 186 | 25 | 12 | 13 | 51 | 235 | 12 | 19 | 14 | 204 | 255 | 300 | 555 | 96 | 256 | 24 | 5 | 243 | 51 | -58 | -2 | +0 | +4 | +21 | -3.6 | |
| / 162G | — | MLE | — | 650 | 599 | 122 | 16 | 8 | 9 | 33 | 154 | 8 | 12 | 9 | 204 | 255 | 302 | 557 | 98 | 255 | 24 | 5 | 243 | 51 | -38 | -1 | +0 | +2 | +14 | -2.3 | |
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.
2018 AACorpus Christi Hooks · 470 PAwOBA .263 → .218 (−45)K% 18.9% → 23.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.94% | ÷0.997 | ×1.220 | — | — | 23.17% |
| BB% (unintentional) /PA | 8.72% | ÷1.036 | ×0.700 | — | ×1.012 | 5.96% |
| HBP% /PA | 1.49% | — | ×0.870 | — | ×1.012 | 1.31% |
| Singles /BIP | 21.67% | ÷1.023 | ×0.920 | ×0.950 | ×1.012 | 18.73% |
| Doubles /BIP | 3.41% | ÷1.075 | ×0.840 | ×0.950 | ×1.012 | 2.56% |
| Triples /BIP | 2.17% | ÷0.900 | ×0.940 | ×0.950 | ×1.012 | 2.18% |
| Home runs /BIP | 0.31% | ÷1.059 | ×0.800 | — | ×1.012 | 0.24% |
Factors used: league row TL. Park (home-season share, regressed): HR 112, 1B 105, 2B 115, 3B 80, K 99, BB 107 — 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 .263 → .218; ISO .068 → .060; BABIP .267 → .230. 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).
2017 A+Buies Creek Astros · 355 PAwOBA .333 → .272 (−61)K% 17.5% → 26.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.46% | ÷0.954 | ×1.420 | — | — | 25.98% |
| BB% (unintentional) /PA | 7.61% | ÷0.981 | ×0.630 | — | ×0.998 | 4.88% |
| HBP% /PA | 1.41% | — | ×0.860 | — | ×0.998 | 1.21% |
| Singles /BIP | 23.02% | ÷0.999 | ×0.940 | ×0.986 | ×0.998 | 21.31% |
| Doubles /BIP | 5.95% | ÷0.990 | ×0.830 | ×0.986 | ×0.998 | 4.91% |
| Triples /BIP | 1.98% | ÷0.984 | ×0.800 | ×0.986 | ×0.998 | 1.59% |
| Home runs /BIP | 3.17% | ÷1.006 | ×0.900 | — | ×0.998 | 2.83% |
Factors used: league row CAR. Park (home-season share, regressed): HR 101, 1B 100, 2B 98, 3B 97, K 91, BB 96 — 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 ×0.986.
Result: wOBA .333 → .272; ISO .156 → .127; BABIP .313 → .280. 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).
2017 AACorpus Christi Hooks · 134 PAwOBA .304 → .247 (−57)K% 16.4% → 20.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.42% | ÷0.980 | ×1.220 | — | — | 20.44% |
| BB% (unintentional) /PA | 5.22% | ÷1.056 | ×0.700 | — | ×1.027 | 3.56% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.027 | 0.00% |
| Singles /BIP | 21.15% | ÷1.014 | ×0.920 | ×0.954 | ×1.027 | 18.80% |
| Doubles /BIP | 1.92% | ÷0.964 | ×0.840 | ×0.954 | ×1.027 | 1.64% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×0.954 | ×1.027 | 0.00% |
| Home runs /BIP | 6.73% | ÷1.035 | ×0.800 | — | ×1.027 | 5.34% |
Factors used: league row TL. Park (home-season share, regressed): HR 107, 1B 103, 2B 93, 3B 80, K 96, BB 111 — 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 ×0.954.
Result: wOBA .304 → .247; ISO .183 → .143; BABIP .247 → .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).
2016 AQuad Cities River Bandits · 32 PAwOBA .364 → .279 (−85)K% 12.5% → 17.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.50% | ÷0.982 | ×1.360 | — | — | 17.31% |
| BB% (unintentional) /PA | 3.12% | ÷1.044 | ×0.690 | — | — | 2.06% |
| HBP% /PA | 0.00% | — | ×0.780 | — | — | 0.00% |
| Singles /BIP | 18.52% | ÷1.022 | ×0.920 | — | — | 16.67% |
| Doubles /BIP | 14.81% | ÷1.185 | ×0.830 | — | — | 10.37% |
| Triples /BIP | 3.70% | ÷1.004 | ×0.910 | — | — | 3.36% |
| Home runs /BIP | 0.00% | ÷0.911 | ×0.800 | — | — | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 82, 1B 104, 2B 137, 3B 101, K 96, BB 109 — 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).
Result: wOBA .364 → .279; ISO .194 → .142; BABIP .370 → .304. 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).