Willy Diaz
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 21 | ROKDSL Rangers 1 | 235 | .283/.409/.429 | 4 | 0 | 49 | — | .177/.280/.261 |
| 2016 | 22 | ROKAZL Rangers | 194 | .266/.342/.393 | 1 | 3 | 26 | — | .173/.233/.257 |
| 2017 | 23 | ROKAZL Rangers | 31 | .040/.226/.040 | 0 | 1 | -50 | — | .037/.161/.037 |
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) | |||||||||||||||||||||||||||||||
| 2014 | 20 | ROK | DSL Rangers 2 | — | 289 | 229 | 45 | 8 | 2 | 2 | 45 | 63 | 10 | 4 | 3 | 197 | 352 | 275 | 627 | 79 | 257 | 22 | 16 | 299 | 17 | — | — | — | — | — | — |
| 2015 | 21 | ROK | DSL Rangers 1 | — | 235 | 191 | 54 | 14 | 1 | 4 | 37 | 55 | 4 | 0 | 1 | 283 | 409 | 429 | 839 | 147 | 373 | 23 | 16 | 376 | 49 | — | — | — | — | — | — |
| 2016 | 22 | ROK | AZL Rangers | — | 194 | 173 | 46 | 13 | 3 | 1 | 15 | 60 | 5 | 3 | 1 | 266 | 342 | 393 | 735 | 127 | 398 | 31 | 8 | 330 | 26 | — | — | — | — | — | — |
| 2017 | 23 | ROK | AZL Rangers | — | 31 | 25 | 1 | 0 | 0 | 0 | 6 | 14 | 0 | 1 | 0 | 40 | 226 | 40 | 266 | 91 | 45 | 19 | 164 | -50 | — | — | — | — | — | — | |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2014 | 20 | ROK MLE | DSL Rangers 2 | — | 289 | 243 | 29 | 5 | 1 | 1 | 31 | 77 | 10 | 4 | 3 | 119 | 246 | 160 | 407 | 41 | 159 | 27 | 11 | 194 | 17 | — | — | — | — | — | — |
| 2015 | 21 | ROK MLE | DSL Rangers 1 | — | 235 | 203 | 36 | 9 | 1 | 2 | 25 | 67 | 4 | 0 | 1 | 177 | 280 | 261 | 541 | 84 | 238 | 29 | 11 | 241 | 49 | — | — | — | — | — | — |
| 2016 | 22 | ROK MLE | AZL Rangers | — | 194 | 179 | 31 | 8 | 2 | 1 | 9 | 86 | 5 | 3 | 1 | 173 | 233 | 257 | 490 | 84 | 306 | 44 | 5 | 206 | 26 | — | — | — | — | — | — |
| 2017 | 23 | ROK MLE | AZL Rangers | — | 31 | 27 | 1 | 0 | 0 | 0 | 4 | 20 | 0 | 1 | 0 | 37 | 161 | 37 | 198 | 72 | 65 | 13 | 95 | -50 | — | — | — | — | — | — | |
| 2014 | 20 | ROK MLE | DSL Rangers 2 | — | 289 | 243 | 29 | 5 | 1 | 1 | 31 | 77 | 10 | 4 | 3 | 119 | 246 | 160 | 407 | 41 | 167 | 27 | 11 | 194 | 17 | — | — | — | — | — | — |
| 2014 | 20 | ROK RAW | DSL Rangers 2 | — | 289 | 229 | 45 | 8 | 2 | 2 | 45 | 63 | 10 | 4 | 3 | 197 | 352 | 275 | 627 | 79 | 257 | 22 | 16 | 299 | 17 | — | — | — | — | — | — |
| 2015 | 21 | ROK MLE | DSL Rangers 1 | — | 235 | 203 | 36 | 9 | 1 | 2 | 25 | 67 | 4 | 0 | 1 | 177 | 280 | 261 | 541 | 84 | 250 | 29 | 11 | 241 | 49 | — | — | — | — | — | — |
| 2015 | 21 | ROK RAW | DSL Rangers 1 | — | 235 | 191 | 54 | 14 | 1 | 4 | 37 | 55 | 4 | 0 | 1 | 283 | 409 | 429 | 839 | 147 | 373 | 23 | 16 | 376 | 49 | — | — | — | — | — | — |
| 2016 | 22 | ROK MLE | AZL Rangers | — | 194 | 179 | 31 | 8 | 2 | 1 | 9 | 86 | 5 | 3 | 1 | 173 | 233 | 257 | 490 | 84 | 323 | 44 | 5 | 206 | 26 | — | — | — | — | — | — |
| 2016 | 22 | ROK RAW | AZL Rangers | — | 194 | 173 | 46 | 13 | 3 | 1 | 15 | 60 | 5 | 3 | 1 | 266 | 342 | 393 | 735 | 127 | 398 | 31 | 8 | 330 | 26 | — | — | — | — | — | — |
| 2017 | 23 | ROK MLE | AZL Rangers | — | 31 | 27 | 1 | 0 | 0 | 0 | 4 | 20 | 0 | 1 | 0 | 37 | 161 | 37 | 198 | 143 | 65 | 13 | 95 | -50 | — | — | — | — | — | — | |
| 2017 | 23 | ROK RAW | AZL Rangers | — | 31 | 25 | 1 | 0 | 0 | 0 | 6 | 14 | 0 | 1 | 0 | 40 | 226 | 40 | 266 | 91 | 45 | 19 | 164 | -50 | — | — | — | — | — | — | |
| 2014 | 20 | ROK MLE | DSL Rangers 2 | — | 289 | 246 | 29 | 5 | 1 | 1 | 31 | 77 | 10 | 4 | 3 | 118 | 246 | 159 | 405 | 41 | 159 | 27 | 11 | 194 | 17 | — | — | — | — | — | — |
| 2015 | 21 | ROK MLE | DSL Rangers 1 | — | 235 | 204 | 36 | 9 | 1 | 2 | 25 | 67 | 4 | 0 | 1 | 176 | 280 | 260 | 540 | 83 | 238 | 29 | 11 | 241 | 49 | — | — | — | — | — | — |
| 2016 | 22 | ROK MLE | AZL Rangers | — | 194 | 178 | 31 | 8 | 2 | 1 | 9 | 86 | 5 | 3 | 1 | 174 | 233 | 258 | 492 | 84 | 306 | 44 | 5 | 206 | 26 | — | — | — | — | — | — |
| 2017 | 23 | ROK MLE | AZL Rangers | — | 31 | 27 | 1 | 0 | 0 | 0 | 4 | 20 | 0 | 1 | 0 | 37 | 161 | 37 | 198 | 72 | 65 | 13 | 95 | -50 | — | — | — | — | — | — | |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 749 | 652 | 97 | 22 | 4 | 4 | 69 | 250 | 19 | 8 | 5 | 149 | 250 | 213 | 463 | 64 | 230 | 33 | 9 | 208 | 27 | -65 | -0 | +0 | +3 | +16 | -4.8 | |
| / 162G | — | MLE | — | 650 | 566 | 83 | 19 | 3 | 3 | 60 | 217 | 16 | 7 | 4 | 147 | 248 | 207 | 454 | 60 | 228 | 33 | 9 | 208 | 27 | -57 | -0 | +0 | +2 | +14 | -4.1 | |
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.
2017 ROKAZL Rangers · 31 PAwOBA .162 → .095 (−67)K% 45.2% → 65.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 45.16% | ÷1.000 | ×1.440 | — | — | 65.03% |
| BB% (unintentional) /PA | 19.35% | ÷1.000 | ×0.620 | — | ×0.965 | 11.58% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.965 | 0.00% |
| Singles /BIP | 9.09% | ÷1.000 | ×0.820 | — | ×0.965 | 7.19% |
| Doubles /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.965 | 0.00% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.965 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.965 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average).
Result: wOBA .162 → .095; ISO .000 → .000; BABIP .091 → .072. 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 ROKAZL Rangers · 194 PAwOBA .323 → .206 (−117)K% 30.9% → 44.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.93% | ÷1.000 | ×1.440 | — | — | 44.54% |
| BB% (unintentional) /PA | 7.73% | ÷1.000 | ×0.620 | — | ×0.975 | 4.67% |
| HBP% /PA | 2.58% | — | ×0.720 | — | ×0.975 | 1.81% |
| Singles /BIP | 25.66% | ÷1.000 | ×0.820 | ×1.010 | ×0.975 | 20.72% |
| Doubles /BIP | 11.50% | ÷1.000 | ×0.720 | ×1.010 | ×0.975 | 8.15% |
| Triples /BIP | 2.65% | ÷1.000 | ×0.720 | ×1.010 | ×0.975 | 1.88% |
| Home runs /BIP | 0.88% | ÷1.000 | ×0.780 | — | ×0.975 | 0.67% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 22 vs a level average of 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.
Result: wOBA .323 → .206; ISO .127 → .077; BABIP .398 → .306. 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).
2015 DSLDSL Rangers 1 · 235 PAwOBA .370 → .241 (−130)K% 23.4% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.40% | ÷1.000 | ×1.220 | — | — | 28.55% |
| BB% (unintentional) /PA | 15.74% | ÷1.000 | ×0.700 | — | ×0.975 | 10.75% |
| HBP% /PA | 1.70% | — | ×0.700 | — | ×0.975 | 1.16% |
| Singles /BIP | 25.74% | ÷1.000 | ×0.680 | ×1.014 | ×0.975 | 17.29% |
| Doubles /BIP | 10.29% | ÷1.000 | ×0.600 | ×1.014 | ×0.975 | 6.10% |
| Triples /BIP | 0.74% | ÷1.000 | ×0.600 | ×1.014 | ×0.975 | 0.44% |
| Home runs /BIP | 2.94% | ÷1.000 | ×0.470 | — | ×0.975 | 1.35% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 18.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.014.
Result: wOBA .370 → .241; ISO .147 → .081; BABIP .373 → .238. 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).
2014 DSLDSL Rangers 2 · 289 PAwOBA .295 → .194 (−101)K% 21.8% → 26.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.80% | ÷1.000 | ×1.220 | — | — | 26.60% |
| BB% (unintentional) /PA | 15.57% | ÷1.000 | ×0.700 | — | ×0.985 | 10.74% |
| HBP% /PA | 3.46% | — | ×0.700 | — | ×0.985 | 2.39% |
| Singles /BIP | 19.88% | ÷1.000 | ×0.680 | ×0.952 | ×0.985 | 12.67% |
| Doubles /BIP | 4.82% | ÷1.000 | ×0.600 | ×0.952 | ×0.985 | 2.71% |
| Triples /BIP | 1.20% | ÷1.000 | ×0.600 | ×0.952 | ×0.985 | 0.68% |
| Home runs /BIP | 1.20% | ÷1.000 | ×0.470 | — | ×0.985 | 0.56% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 20 vs a level average of 18.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.952.
Result: wOBA .295 → .194; ISO .079 → .044; BABIP .257 → .159. 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).