Bobby Wernes
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 22 | AKC | 360 | .215/.299/.274 | 0 | 4 | 26 | — | .179/.239/.222 |
| 2017 | 23 | AHOU | 293 | .290/.378/.448 | 5 | 3 | 69 | — | .218/.288/.321 |
| 2018 | 24 | AACOL | 37 | .242/.265/.364 | 0 | 0 | 57 | — | .242/.265/.364 |
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 | 22 | A | Quad Cities River Bandits | — | 360 | 317 | 68 | 17 | 1 | 0 | 36 | 61 | 2 | 4 | 2 | 215 | 299 | 274 | 573 | 60 | 264 | 17 | 10 | 265 | 26 | — | — | — | — | — | — |
| 2017 | 23 | A | Asheville Tourists | — | 293 | 252 | 73 | 25 | 0 | 5 | 30 | 43 | 6 | 3 | 2 | 290 | 378 | 448 | 827 | 159 | 330 | 15 | 10 | 364 | 69 | — | — | — | — | — | — |
| 2018 | 24 | AA | Hartford Yard Goats | — | 37 | 33 | 8 | 2 | 1 | 0 | 1 | 11 | 0 | 0 | 0 | 242 | 265 | 364 | 628 | 121 | 333 | 30 | 3 | 254 | 57 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2016 | 22 | A MLE | Quad Cities River Bandits | — | 360 | 329 | 59 | 12 | 1 | 0 | 24 | 85 | 2 | 4 | 2 | 179 | 239 | 222 | 461 | 43 | 232 | 24 | 7 | 207 | 26 | — | — | — | — | — | — |
| 2017 | 23 | A MLE | Asheville Tourists | — | 293 | 262 | 57 | 18 | 0 | 3 | 20 | 57 | 6 | 3 | 2 | 218 | 288 | 321 | 609 | 103 | 260 | 19 | 7 | 270 | 69 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | Hartford Yard Goats | — | 37 | 33 | 8 | 2 | 1 | 0 | 1 | 13 | 0 | 0 | 0 | 242 | 265 | 364 | 628 | 121 | 313 | 35 | 3 | 252 | 57 | — | — | — | — | — | — |
| 2016 | 22 | A MLE | Quad Cities River Bandits | — | 360 | 329 | 59 | 12 | 1 | 0 | 24 | 85 | 2 | 4 | 2 | 179 | 239 | 222 | 461 | 43 | 240 | 24 | 7 | 207 | 26 | — | — | — | — | — | — |
| 2016 | 22 | A RAW | Quad Cities River Bandits | — | 360 | 317 | 68 | 17 | 1 | 0 | 36 | 61 | 2 | 4 | 2 | 215 | 299 | 274 | 573 | 60 | 264 | 17 | 10 | 265 | 26 | — | — | — | — | — | — |
| 2017 | 23 | A MLE | Asheville Tourists | — | 293 | 262 | 57 | 18 | 0 | 3 | 20 | 57 | 6 | 3 | 2 | 218 | 288 | 321 | 609 | 103 | 265 | 19 | 7 | 270 | 69 | — | — | — | — | — | — |
| 2017 | 23 | A RAW | Asheville Tourists | — | 293 | 252 | 73 | 25 | 0 | 5 | 30 | 43 | 6 | 3 | 2 | 290 | 378 | 448 | 827 | 159 | 330 | 15 | 10 | 364 | 69 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | Hartford Yard Goats | — | 37 | 33 | 8 | 2 | 1 | 0 | 1 | 13 | 0 | 0 | 0 | 242 | 265 | 364 | 628 | 121 | 364 | 35 | 3 | 252 | 57 | — | — | — | — | — | — |
| 2018 | 24 | AA RAW | Hartford Yard Goats | — | 37 | 33 | 8 | 2 | 1 | 0 | 1 | 11 | 0 | 0 | 0 | 242 | 265 | 364 | 628 | 121 | 333 | 30 | 3 | 254 | 57 | — | — | — | — | — | — |
| 2016 | 22 | A MLE | Quad Cities River Bandits | — | 360 | 331 | 59 | 12 | 1 | 0 | 24 | 85 | 2 | 4 | 2 | 178 | 239 | 221 | 460 | 42 | 232 | 24 | 7 | 207 | 26 | — | — | — | — | — | — |
| 2017 | 23 | A MLE | Asheville Tourists | — | 293 | 265 | 57 | 18 | 0 | 3 | 20 | 57 | 6 | 3 | 2 | 215 | 288 | 317 | 605 | 102 | 260 | 19 | 7 | 270 | 69 | — | — | — | — | — | — |
| 2018 | 24 | AA MLE | Hartford Yard Goats | — | 37 | 36 | 8 | 2 | 1 | 0 | 1 | 13 | 0 | 0 | 0 | 222 | 265 | 333 | 598 | 111 | 313 | 35 | 3 | 252 | 57 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 690 | 624 | 124 | 32 | 2 | 3 | 45 | 155 | 8 | 7 | 4 | 199 | 261 | 271 | 532 | 72 | 256 | 22 | 7 | 236 | 46 | -44 | -0 | +0 | +2 | +15 | -2.8 | |
| / 162G | — | MLE | — | 650 | 588 | 117 | 30 | 2 | 3 | 42 | 146 | 8 | 7 | 4 | 199 | 262 | 272 | 534 | 73 | 256 | 22 | 6 | 236 | 46 | -42 | -0 | +0 | +2 | +14 | -2.6 | |
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.
2018 AAHartford Yard Goats · 37 PAwOBA .261 → .252 (−9)K% 29.7% → 35.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.73% | ÷1.035 | ×1.220 | — | — | 35.05% |
| BB% (unintentional) /PA | 2.70% | ÷1.051 | ×0.700 | — | ×1.012 | 1.82% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×1.012 | 0.00% |
| Singles /BIP | 22.73% | ÷1.011 | ×0.970 | — | ×1.012 | 22.07% |
| Doubles /BIP | 9.09% | ÷1.081 | ×0.860 | — | ×1.012 | 7.32% |
| Triples /BIP | 4.55% | ÷0.948 | ×0.950 | — | ×1.012 | 4.61% |
| Home runs /BIP | 0.00% | ÷1.194 | ×0.780 | — | ×1.012 | 0.00% |
Factors used: league row EL. Park (home-season share, regressed): HR 139, 1B 102, 2B 116, 3B 90, K 107, BB 110 — 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).
Result: wOBA .261 → .252; ISO .121 → .117; BABIP .333 → .313. 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 AAsheville Tourists · 293 PAwOBA .357 → .270 (−88)K% 14.7% → 19.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.68% | ÷1.018 | ×1.340 | — | — | 19.31% |
| BB% (unintentional) /PA | 10.24% | ÷0.987 | ×0.660 | — | ×0.990 | 6.78% |
| HBP% /PA | 2.05% | — | ×0.770 | — | ×0.990 | 1.56% |
| Singles /BIP | 20.57% | ÷1.048 | ×0.920 | ×0.963 | ×0.990 | 17.22% |
| Doubles /BIP | 11.96% | ÷1.085 | ×0.820 | ×0.963 | ×0.990 | 8.61% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×0.963 | ×0.990 | 0.00% |
| Home runs /BIP | 2.39% | ÷1.243 | ×0.820 | — | ×0.990 | 1.56% |
Factors used: league row SAL. Park (home-season share, regressed): HR 149, 1B 110, 2B 117, 3B 80, K 104, BB 97 — 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 ×0.963.
Result: wOBA .357 → .270; ISO .159 → .112; BABIP .330 → .260. 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 · 360 PAwOBA .260 → .207 (−53)K% 16.9% → 23.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.94% | ÷0.982 | ×1.360 | — | — | 23.46% |
| BB% (unintentional) /PA | 10.00% | ÷1.044 | ×0.690 | — | — | 6.61% |
| HBP% /PA | 0.56% | — | ×0.780 | — | — | 0.43% |
| Singles /BIP | 19.53% | ÷1.022 | ×0.920 | ×1.035 | — | 18.19% |
| Doubles /BIP | 6.64% | ÷1.185 | ×0.830 | ×1.035 | — | 4.81% |
| Triples /BIP | 0.39% | ÷1.004 | ×0.910 | ×1.035 | — | 0.37% |
| 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.035.
Result: wOBA .260 → .207; ISO .060 → .044; BABIP .264 → .232. 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).