Ayendy Perez
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2014 | 20 | ROKAZL Angels | 205 | .279/.330/.361 | 0 | 16 | 42 | — | .223/.259/.282 |
| 2015 | 21 | A/ROK2 orgs | 229 | .301/.383/.367 | 0 | 23 | 70 | — | .256/.319/.314 |
| 2016 | 22 | A+SEA | 384 | .260/.322/.324 | 0 | 26 | 51 | — | .231/.278/.280 |
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) | |||||||||||||||||||||||||||||||
| 2012 | 18 | ROK | DSL Angels | — | 256 | 203 | 53 | 5 | 4 | 0 | 36 | 41 | 8 | 14 | 8 | 261 | 393 | 325 | 718 | 64 | 323 | 16 | 14 | 327 | 45 | — | — | — | — | — | — |
| 2013 | 19 | ROK | DSL Angels | — | 259 | 208 | 66 | 7 | 4 | 0 | 38 | 25 | 4 | 41 | 10 | 317 | 432 | 389 | 821 | 72 | 359 | 10 | 15 | 366 | 63 | — | — | — | — | — | — |
| 2014 | 20 | ROK | AZL Angels | — | 205 | 183 | 51 | 7 | 4 | 0 | 14 | 31 | 0 | 16 | 3 | 279 | 330 | 361 | 691 | 82 | 331 | 15 | 7 | 300 | 42 | — | — | — | — | — | — |
| 2015 | 21 | A | Burlington Bees | — | 194 | 169 | 53 | 8 | 2 | 0 | 21 | 34 | 0 | 19 | 8 | 314 | 389 | 385 | 774 | 71 | 390 | 18 | 11 | 346 | 78 | — | — | — | — | — | — |
| 2015 | 21 | ROK | Orem Owlz | — | 35 | 27 | 6 | 1 | 0 | 0 | 4 | 3 | 1 | 4 | 0 | 222 | 344 | 259 | 603 | 37 | 250 | 9 | 11 | 267 | 26 | — | — | — | — | — | — |
| 2016 | 22 | A+ | Inland Empire 66ers | — | 384 | 339 | 88 | 14 | 4 | 0 | 29 | 97 | 2 | 26 | 8 | 260 | 322 | 324 | 646 | 65 | 355 | 25 | 8 | 285 | 51 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 18 | ROK MLE | DSL Angels | — | 256 | 214 | 40 | 3 | 3 | 0 | 25 | 50 | 8 | 14 | 8 | 187 | 296 | 229 | 525 | 42 | 225 | 20 | 10 | 235 | 45 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | DSL Angels | — | 259 | 221 | 50 | 5 | 3 | 0 | 25 | 31 | 4 | 41 | 10 | 226 | 316 | 276 | 592 | 50 | 247 | 12 | 10 | 261 | 63 | — | — | — | — | — | — |
| 2014 | 20 | ROK MLE | AZL Angels | — | 205 | 188 | 42 | 5 | 3 | 0 | 9 | 45 | 0 | 16 | 3 | 223 | 259 | 282 | 541 | 59 | 273 | 22 | 4 | 231 | 42 | — | — | — | — | — | — |
| 2015 | 21 | A MLE | Burlington Bees | — | 194 | 174 | 46 | 7 | 2 | 0 | 16 | 45 | 0 | 19 | 8 | 264 | 326 | 328 | 654 | 63 | 340 | 23 | 8 | 283 | 78 | — | — | — | — | — | — |
| 2015 | 21 | ROK MLE | Orem Owlz | — | 35 | 29 | 6 | 1 | 0 | 0 | 2 | 4 | 1 | 4 | 0 | 207 | 281 | 241 | 523 | 34 | 196 | 11 | 6 | 206 | 26 | — | — | — | — | — | — |
| 2016 | 22 | A+ MLE | Inland Empire 66ers | — | 384 | 347 | 80 | 11 | 3 | 0 | 21 | 129 | 2 | 26 | 8 | 231 | 278 | 280 | 558 | 49 | 336 | 34 | 5 | 243 | 51 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Angels | — | 256 | 214 | 40 | 3 | 3 | 0 | 25 | 50 | 8 | 14 | 8 | 187 | 296 | 229 | 525 | 42 | 241 | 20 | 10 | 235 | 45 | — | — | — | — | — | — |
| 2012 | 18 | ROK RAW | DSL Angels | — | 256 | 203 | 53 | 5 | 4 | 0 | 36 | 41 | 8 | 14 | 8 | 261 | 393 | 325 | 718 | 64 | 323 | 16 | 14 | 327 | 45 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | DSL Angels | — | 259 | 221 | 50 | 5 | 3 | 0 | 25 | 31 | 4 | 41 | 10 | 226 | 316 | 276 | 592 | 50 | 262 | 12 | 10 | 261 | 63 | — | — | — | — | — | — |
| 2013 | 19 | ROK RAW | DSL Angels | — | 259 | 208 | 66 | 7 | 4 | 0 | 38 | 25 | 4 | 41 | 10 | 317 | 432 | 389 | 821 | 72 | 359 | 10 | 15 | 366 | 63 | — | — | — | — | — | — |
| 2014 | 20 | ROK MLE | AZL Angels | — | 205 | 188 | 42 | 5 | 3 | 0 | 9 | 45 | 0 | 16 | 3 | 223 | 259 | 282 | 541 | 59 | 290 | 22 | 4 | 231 | 42 | — | — | — | — | — | — |
| 2014 | 20 | ROK RAW | AZL Angels | — | 205 | 183 | 51 | 7 | 4 | 0 | 14 | 31 | 0 | 16 | 3 | 279 | 330 | 361 | 691 | 82 | 331 | 15 | 7 | 300 | 42 | — | — | — | — | — | — |
| 2015 | 21 | A MLE | 2 teams | — | 229 | 203 | 52 | 8 | 2 | 0 | 18 | 49 | 1 | 23 | 8 | 256 | 320 | 315 | 635 | 59 | 335 | 21 | 8 | 271 | 70 | — | — | — | — | — | — |
| 2015 | 21 | A RAW | 2 teams | — | 229 | 196 | 59 | 9 | 2 | 0 | 25 | 37 | 1 | 23 | 8 | 301 | 383 | 367 | 750 | 66 | 369 | 16 | 11 | 334 | 70 | — | — | — | — | — | — |
| 2016 | 22 | A+ MLE | Inland Empire 66ers | — | 384 | 347 | 80 | 11 | 3 | 0 | 21 | 129 | 2 | 26 | 8 | 231 | 278 | 280 | 558 | 49 | 357 | 34 | 5 | 243 | 51 | — | — | — | — | — | — |
| 2016 | 22 | A+ RAW | Inland Empire 66ers | — | 384 | 339 | 88 | 14 | 4 | 0 | 29 | 97 | 2 | 26 | 8 | 260 | 322 | 324 | 646 | 65 | 355 | 25 | 8 | 285 | 51 | — | — | — | — | — | — |
| 2012 | 18 | ROK MLE | DSL Angels | — | 256 | 221 | 40 | 3 | 3 | 0 | 25 | 50 | 8 | 14 | 8 | 181 | 296 | 222 | 517 | 41 | 225 | 20 | 10 | 235 | 45 | — | — | — | — | — | — |
| 2013 | 19 | ROK MLE | DSL Angels | — | 259 | 228 | 50 | 5 | 3 | 0 | 25 | 31 | 4 | 41 | 10 | 219 | 316 | 268 | 584 | 48 | 247 | 12 | 10 | 261 | 63 | — | — | — | — | — | — |
| 2014 | 20 | ROK MLE | AZL Angels | — | 205 | 194 | 42 | 5 | 3 | 0 | 9 | 45 | 0 | 16 | 3 | 216 | 259 | 273 | 532 | 57 | 273 | 22 | 4 | 231 | 42 | — | — | — | — | — | — |
| 2015 | 21 | A MLE | 2 teams | — | 229 | 208 | 52 | 8 | 2 | 0 | 18 | 49 | 1 | 23 | 8 | 250 | 320 | 308 | 628 | 58 | 318 | 21 | 8 | 271 | 70 | — | — | — | — | — | — |
| 2016 | 22 | A+ MLE | Inland Empire 66ers | — | 384 | 358 | 80 | 11 | 3 | 0 | 21 | 129 | 2 | 26 | 8 | 223 | 278 | 271 | 549 | 47 | 336 | 34 | 5 | 243 | 51 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1333 | 1173 | 264 | 32 | 14 | 0 | 98 | 304 | 15 | 120 | 37 | 225 | 293 | 276 | 569 | 51 | 300 | 23 | 7 | 248 | 54 | -73 | +9 | +0 | +5 | +29 | -3.1 | |
| / 162G | — | MLE | — | 650 | 572 | 129 | 16 | 7 | 0 | 48 | 148 | 7 | 59 | 18 | 226 | 293 | 278 | 571 | 52 | 300 | 23 | 7 | 248 | 54 | -36 | +5 | +0 | +2 | +14 | -1.5 | |
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.
2016 A+Inland Empire 66ers · 384 PAwOBA .282 → .243 (−39)K% 25.3% → 33.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.26% | ÷1.009 | ×1.340 | — | — | 33.54% |
| BB% (unintentional) /PA | 7.55% | ÷0.998 | ×0.710 | — | ×0.998 | 5.36% |
| HBP% /PA | 0.52% | — | ×0.790 | — | ×0.998 | 0.41% |
| Singles /BIP | 28.93% | ÷0.968 | ×0.910 | ×1.050 | ×0.998 | 28.50% |
| Doubles /BIP | 5.79% | ÷1.034 | ×0.820 | ×1.050 | ×0.998 | 4.81% |
| Triples /BIP | 1.65% | ÷1.150 | ×0.760 | ×1.050 | ×0.998 | 1.14% |
| Home runs /BIP | 0.00% | ÷0.873 | ×0.920 | — | ×0.998 | 0.00% |
Factors used: league row CAL. Park (home-season share, regressed): HR 75, 1B 94, 2B 107, 3B 130, K 102, BB 100 — 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 ×1.050.
Result: wOBA .282 → .243; ISO .065 → .049; BABIP .355 → .336. 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 ABurlington Bees · 194 PAwOBA .339 → .283 (−56)K% 17.5% → 23.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.53% | ÷1.029 | ×1.360 | — | — | 23.16% |
| BB% (unintentional) /PA | 10.82% | ÷0.936 | ×0.690 | — | — | 7.98% |
| HBP% /PA | 0.00% | — | ×0.780 | — | — | 0.00% |
| Singles /BIP | 31.85% | ÷1.107 | ×0.920 | ×1.050 | — | 27.79% |
| Doubles /BIP | 5.93% | ÷0.992 | ×0.830 | ×1.050 | — | 5.21% |
| Triples /BIP | 1.48% | ÷1.150 | ×0.910 | ×1.050 | — | 1.23% |
| Home runs /BIP | 0.00% | ÷1.423 | ×0.800 | — | — | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 185, 1B 121, 2B 98, 3B 130, K 106, BB 87 — 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 ×1.050.
Result: wOBA .339 → .283; ISO .071 → .061; BABIP .390 → .340. 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 ROKOrem Owlz · 35 PAwOBA .261 → .206 (−55)K% 8.6% → 12.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.57% | ÷1.000 | ×1.440 | — | — | 12.34% |
| BB% (unintentional) /PA | 11.43% | ÷1.000 | ×0.610 | — | ×0.975 | 6.80% |
| HBP% /PA | 2.86% | — | ×0.720 | — | ×0.975 | 2.01% |
| Singles /BIP | 20.83% | ÷1.000 | ×0.820 | — | ×0.975 | 16.66% |
| Doubles /BIP | 4.17% | ÷1.000 | ×0.720 | — | ×0.975 | 2.92% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.975 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.750 | — | ×0.975 | 0.00% |
Factors used: league row PIO. 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).
Result: wOBA .261 → .206; ISO .037 → .030; BABIP .250 → .196. 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 ROKAZL Angels · 205 PAwOBA .295 → .231 (−64)K% 15.1% → 21.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.12% | ÷1.000 | ×1.440 | — | — | 21.78% |
| BB% (unintentional) /PA | 6.83% | ÷1.000 | ×0.620 | — | ×0.985 | 4.17% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 26.32% | ÷1.000 | ×0.820 | ×1.050 | ×0.985 | 22.32% |
| Doubles /BIP | 4.61% | ÷1.000 | ×0.720 | ×1.050 | ×0.985 | 3.43% |
| Triples /BIP | 2.63% | ÷1.000 | ×0.720 | ×1.050 | ×0.985 | 1.96% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.985 | 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 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .295 → .231; ISO .082 → .061; BABIP .331 → .273. 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).
2013 DSLDSL Angels · 259 PAwOBA .357 → .261 (−96)K% 9.7% → 11.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.65% | ÷1.000 | ×1.220 | — | — | 11.78% |
| BB% (unintentional) /PA | 14.29% | ÷1.000 | ×0.700 | — | ×0.985 | 9.85% |
| HBP% /PA | 1.54% | — | ×0.700 | — | ×0.985 | 1.06% |
| Singles /BIP | 30.05% | ÷1.000 | ×0.680 | ×1.050 | ×0.985 | 21.14% |
| Doubles /BIP | 3.83% | ÷1.000 | ×0.600 | ×1.050 | ×0.985 | 2.37% |
| Triples /BIP | 2.19% | ÷1.000 | ×0.600 | ×1.050 | ×0.985 | 1.36% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.470 | — | ×0.985 | 0.00% |
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 ×1.050.
Result: wOBA .357 → .261; ISO .072 → .049; BABIP .359 → .247. 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).
2012 DSLDSL Angels · 256 PAwOBA .322 → .235 (−88)K% 16.0% → 19.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.02% | ÷1.000 | ×1.220 | — | — | 19.54% |
| BB% (unintentional) /PA | 14.06% | ÷1.000 | ×0.700 | — | ×0.995 | 9.79% |
| HBP% /PA | 3.12% | — | ×0.700 | — | ×0.995 | 2.18% |
| Singles /BIP | 27.16% | ÷1.000 | ×0.680 | ×1.050 | ×0.995 | 19.30% |
| Doubles /BIP | 3.09% | ÷1.000 | ×0.600 | ×1.050 | ×0.995 | 1.93% |
| Triples /BIP | 2.47% | ÷1.000 | ×0.600 | ×1.050 | ×0.995 | 1.55% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.470 | — | ×0.995 | 0.00% |
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 19 vs a level average of 18.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .322 → .235; ISO .064 → .043; BABIP .323 → .225. 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).