Ryan Kirby
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2017 | 22 | AATL | 93 | .220/.304/.366 | 1 | 0 | 24 | — | .140/.196/.233 |
| 2018 | 23 | AATL | 513 | .232/.333/.403 | 14 | 4 | 47 | — | .174/.249/.295 |
| 2019 | 24 | A+SF | 111 | .149/.218/.297 | 4 | 2 | -10 | — | .097/.155/.204 |
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) | |||||||||||||||||||||||||||||||
| 2017 | 22 | A | Augusta GreenJackets | — | 93 | 82 | 18 | 5 | 2 | 1 | 9 | 34 | 1 | 0 | 0 | 220 | 304 | 366 | 670 | 146 | 354 | 37 | 10 | 299 | 24 | — | — | — | — | — | — |
| 2018 | 23 | A | Augusta GreenJackets | — | 513 | 444 | 103 | 32 | 1 | 14 | 52 | 134 | 15 | 4 | 2 | 232 | 333 | 403 | 736 | 171 | 299 | 26 | 10 | 331 | 47 | — | — | — | — | — | — |
| 2019 | 24 | A+ | San Jose Giants | — | 111 | 101 | 15 | 3 | 0 | 4 | 8 | 48 | 1 | 2 | 0 | 149 | 218 | 297 | 515 | 149 | 220 | 43 | 7 | 232 | -10 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 22 | A MLE | Augusta GreenJackets | — | 93 | 86 | 12 | 3 | 1 | 1 | 5 | 48 | 1 | 0 | 0 | 140 | 196 | 233 | 428 | 93 | 304 | 52 | 5 | 204 | 24 | — | — | — | — | — | — |
| 2018 | 23 | A MLE | Augusta GreenJackets | — | 513 | 465 | 81 | 24 | 1 | 10 | 31 | 181 | 15 | 4 | 2 | 174 | 249 | 295 | 543 | 120 | 253 | 35 | 6 | 238 | 47 | — | — | — | — | — | — |
| 2019 | 24 | A+ MLE | San Jose Giants | — | 111 | 103 | 10 | 2 | 0 | 3 | 6 | 66 | 1 | 2 | 0 | 97 | 155 | 204 | 358 | 107 | 189 | 59 | 5 | 154 | -10 | — | — | — | — | — | — |
| 2017 | 22 | A MLE | Augusta GreenJackets | — | 93 | 86 | 12 | 3 | 1 | 1 | 5 | 48 | 1 | 0 | 0 | 140 | 196 | 233 | 428 | 93 | 289 | 52 | 5 | 204 | 24 | — | — | — | — | — | — |
| 2017 | 22 | A RAW | Augusta GreenJackets | — | 93 | 82 | 18 | 5 | 2 | 1 | 9 | 34 | 1 | 0 | 0 | 220 | 304 | 366 | 670 | 146 | 354 | 37 | 10 | 299 | 24 | — | — | — | — | — | — |
| 2018 | 23 | A MLE | Augusta GreenJackets | — | 513 | 465 | 81 | 24 | 1 | 10 | 31 | 181 | 15 | 4 | 2 | 174 | 249 | 295 | 543 | 120 | 257 | 35 | 6 | 238 | 47 | — | — | — | — | — | — |
| 2018 | 23 | A RAW | Augusta GreenJackets | — | 513 | 444 | 103 | 32 | 1 | 14 | 52 | 134 | 15 | 4 | 2 | 232 | 333 | 403 | 736 | 171 | 299 | 26 | 10 | 331 | 47 | — | — | — | — | — | — |
| 2019 | 24 | A+ MLE | San Jose Giants | — | 111 | 103 | 10 | 2 | 0 | 3 | 6 | 66 | 1 | 2 | 0 | 97 | 155 | 204 | 358 | 107 | 200 | 59 | 5 | 154 | -10 | — | — | — | — | — | — |
| 2019 | 24 | A+ RAW | San Jose Giants | — | 111 | 101 | 15 | 3 | 0 | 4 | 8 | 48 | 1 | 2 | 0 | 149 | 218 | 297 | 515 | 149 | 220 | 43 | 7 | 232 | -10 | — | — | — | — | — | — |
| 2017 | 22 | A MLE | Augusta GreenJackets | — | 93 | 87 | 12 | 3 | 1 | 1 | 5 | 48 | 1 | 0 | 0 | 138 | 196 | 230 | 426 | 92 | 304 | 52 | 5 | 204 | 24 | — | — | — | — | — | — |
| 2018 | 23 | A MLE | Augusta GreenJackets | — | 513 | 462 | 81 | 24 | 1 | 10 | 31 | 181 | 15 | 4 | 2 | 175 | 249 | 297 | 545 | 121 | 253 | 35 | 6 | 238 | 47 | — | — | — | — | — | — |
| 2019 | 24 | A+ MLE | San Jose Giants | — | 111 | 103 | 10 | 2 | 0 | 3 | 6 | 66 | 1 | 2 | 0 | 97 | 155 | 204 | 358 | 107 | 189 | 59 | 5 | 154 | -10 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 717 | 654 | 103 | 29 | 2 | 14 | 42 | 295 | 17 | 6 | 2 | 157 | 227 | 272 | 499 | 115 | 255 | 41 | 6 | 221 | 35 | -55 | +0 | +0 | -13 | +16 | -5.3 | |
| / 162G | — | MLE | — | 650 | 593 | 94 | 26 | 2 | 13 | 38 | 267 | 15 | 5 | 2 | 159 | 228 | 275 | 502 | 116 | 256 | 41 | 6 | 221 | 35 | -50 | +0 | +0 | -12 | +14 | -4.8 | |
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.
2019 A+San Jose Giants · 111 PAwOBA .228 → .154 (−73)K% 43.2% → 59.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 43.24% | ÷0.975 | ×1.340 | — | — | 59.44% |
| BB% (unintentional) /PA | 7.21% | ÷0.936 | ×0.710 | — | ×0.988 | 5.40% |
| HBP% /PA | 0.90% | — | ×0.790 | — | ×0.988 | 0.70% |
| Singles /BIP | 15.09% | ÷1.017 | ×0.910 | — | ×0.988 | 13.34% |
| Doubles /BIP | 5.66% | ÷0.973 | ×0.820 | — | ×0.988 | 4.71% |
| Triples /BIP | 0.00% | ÷0.903 | ×0.760 | — | ×0.988 | 0.00% |
| Home runs /BIP | 7.55% | ÷0.947 | ×0.920 | — | ×0.988 | 7.24% |
Factors used: league row CAL. Park (home-season share, regressed): HR 89, 1B 103, 2B 95, 3B 81, K 95, BB 87 — 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).
Result: wOBA .228 → .154; ISO .149 → .100; BABIP .220 → .189. 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).
2018 AAugusta GreenJackets · 513 PAwOBA .324 → .238 (−86)K% 26.1% → 35.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.12% | ÷0.992 | ×1.340 | — | — | 35.27% |
| BB% (unintentional) /PA | 10.14% | ÷1.088 | ×0.660 | — | ×0.990 | 6.09% |
| HBP% /PA | 2.92% | — | ×0.770 | — | ×0.990 | 2.23% |
| Singles /BIP | 18.06% | ÷0.987 | ×0.920 | ×0.960 | ×0.990 | 16.00% |
| Doubles /BIP | 10.32% | ÷0.968 | ×0.820 | ×0.960 | ×0.990 | 8.31% |
| Triples /BIP | 0.32% | ÷1.150 | ×0.940 | ×0.960 | ×0.990 | 0.25% |
| Home runs /BIP | 4.52% | ÷1.057 | ×0.820 | — | ×0.990 | 3.47% |
Factors used: league row SAL. Park (home-season share, regressed): HR 111, 1B 97, 2B 94, 3B 130, K 98, BB 118 — 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 ×0.960.
Result: wOBA .324 → .238; ISO .171 → .125; BABIP .299 → .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).
2017 AAugusta GreenJackets · 93 PAwOBA .290 → .204 (−86)K% 36.6% → 51.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 36.56% | ÷0.954 | ×1.340 | — | — | 51.36% |
| BB% (unintentional) /PA | 8.60% | ÷0.997 | ×0.660 | — | — | 5.69% |
| HBP% /PA | 1.08% | — | ×0.770 | — | — | 0.83% |
| Singles /BIP | 20.83% | ÷1.010 | ×0.920 | ×0.971 | — | 18.44% |
| Doubles /BIP | 10.42% | ÷0.989 | ×0.820 | ×0.971 | — | 8.39% |
| Triples /BIP | 4.17% | ÷1.016 | ×0.940 | ×0.971 | — | 3.74% |
| Home runs /BIP | 2.08% | ÷0.818 | ×0.820 | — | — | 2.09% |
Factors used: league row SAL. Park (home-season share, regressed): HR 64, 1B 102, 2B 98, 3B 103, K 91, BB 99 — 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 ×0.971.
Result: wOBA .290 → .204; ISO .146 → .106; BABIP .354 → .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).