Alan Angulo
SS DSL Royals Ventura| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2025 | 17 | ROKDSL Royals Ve… | 168 | .240/.327/.315 | 0 | 5 | 21 | — | .164/.230/.217 |
| 2026 | 18 | ROKDSL Royals Ve… | 173 | .323/.474/.421 | 1 | 14 | 80 | — | .222/.345/.285 |
| 2027PROJMLE | 19 | MLBKC | 283 | .222/.291/.298 | 2 | 5 | 68 | 0.0 | |
| 2028PROJ34% MLB | 20 | MLBKC | 48 | .225/.295/.310 | 0 | 1 | 74 | 0.0 | |
| 2029PROJ48% MLB | 21 | MLBKC | 118 | .228/.299/.322 | 1 | 2 | 78 | 0.1 |
Tools · ContractCON 45 / POW 20
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) | |||||||||||||||||||||||||||||||
| 2025 | 17 | ROK | DSL Royals Ventura | — | 168 | 146 | 35 | 3 | 4 | 0 | 16 | 13 | 3 | 5 | 2 | 240 | 327 | 315 | 642 | 75 | 261 | 8 | 10 | 292 | 21 | — | — | — | — | — | — |
| 2026 | 18 | ROK | DSL Royals Ventura | — | 173 | 133 | 43 | 6 | 2 | 1 | 35 | 14 | 3 | 14 | 3 | 323 | 474 | 421 | 895 | 98 | 350 | 8 | 20 | 407 | 80 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2025 | 17 | ROK MLE | DSL Royals Ventura | — | 168 | 152 | 25 | 2 | 3 | 0 | 10 | 17 | 3 | 5 | 2 | 164 | 230 | 217 | 447 | 53 | 178 | 10 | 6 | 199 | 21 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Royals Ventura | — | 173 | 144 | 32 | 4 | 1 | 1 | 24 | 17 | 3 | 14 | 3 | 222 | 345 | 285 | 630 | 62 | 236 | 10 | 14 | 286 | 80 | — | — | — | — | — | — |
| 2025 | 17 | ROK MLE | DSL Royals Ventura | — | 168 | 152 | 25 | 2 | 3 | 0 | 10 | 17 | 3 | 5 | 2 | 164 | 230 | 217 | 447 | 53 | 184 | 10 | 6 | 199 | 21 | — | — | — | — | — | — |
| 2025 | 17 | ROK RAW | DSL Royals Ventura | — | 168 | 146 | 35 | 3 | 4 | 0 | 16 | 13 | 3 | 5 | 2 | 240 | 327 | 315 | 642 | 75 | 261 | 8 | 10 | 292 | 21 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Royals Ventura | — | 173 | 144 | 32 | 4 | 1 | 1 | 24 | 17 | 3 | 14 | 3 | 222 | 345 | 285 | 630 | 62 | 242 | 10 | 14 | 286 | 80 | — | — | — | — | — | — |
| 2026 | 18 | ROK RAW | DSL Royals Ventura | — | 173 | 133 | 43 | 6 | 2 | 1 | 35 | 14 | 3 | 14 | 3 | 323 | 474 | 421 | 895 | 98 | 350 | 8 | 20 | 407 | 80 | — | — | — | — | — | — |
| 2025 | 17 | ROK MLE | DSL Royals Ventura | — | 168 | 153 | 25 | 2 | 3 | 0 | 10 | 17 | 3 | 5 | 2 | 163 | 230 | 216 | 446 | 52 | 178 | 10 | 6 | 199 | 21 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Royals Ventura | — | 173 | 144 | 32 | 4 | 1 | 1 | 24 | 17 | 3 | 14 | 3 | 222 | 345 | 285 | 630 | 62 | 236 | 10 | 14 | 286 | 80 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2025 | 17 | ROK MLE | DSL Royals Ventura | — | 168 | 153 | 25 | 2 | 3 | 0 | 10 | 17 | 3 | 5 | 2 | 163 | 230 | 216 | 446 | 52 | 178 | 10 | 6 | 199 | 21 | — | — | — | — | — | — |
| 2026 | 18 | ROK MLE | DSL Royals Ventura | — | 173 | 144 | 32 | 4 | 1 | 1 | 24 | 17 | 3 | 14 | 3 | 222 | 345 | 285 | 630 | 62 | 236 | 10 | 14 | 286 | 80 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 19 | MLB MLE | KC | 0% | 283 | 256 | 57 | 8 | 3 | 2 | 22 | 59 | 3 | 5 | 1 | 222 | 291 | 298 | 589 | 76 | 278 | 21 | 8 | 269 | 68 | -11 | +1 | +0 | +3 | +6 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 20 | MLB MLE | KC | 34% | 141 | 127 | 28 | 4 | 1 | 1 | 11 | 29 | 2 | 2 | 1 | 226 | 297 | 313 | 609 | 87 | 280 | 21 | 8 | 277 | 74 | -4 | +0 | +0 | +2 | +3 | 0.0 |
| 2029 | 21 | MLB MLE | KC | 48% | 243 | 219 | 49 | 7 | 2 | 3 | 19 | 50 | 3 | 4 | 1 | 229 | 301 | 325 | 626 | 96 | 282 | 21 | 8 | 284 | 78 | -6 | +0 | +0 | +3 | +5 | 0.2 |
| 2030 | 22 | MLB MLE | KC | 54% | 355 | 319 | 75 | 11 | 4 | 5 | 29 | 73 | 4 | 6 | 2 | 232 | 304 | 335 | 639 | 103 | 283 | 21 | 8 | 289 | 82 | -8 | +0 | +0 | +4 | +8 | 0.4 |
| 2031 | 23 | MLB MLE | KC | 57% | 428 | 385 | 91 | 14 | 4 | 7 | 35 | 88 | 5 | 7 | 2 | 234 | 306 | 344 | 650 | 109 | 285 | 21 | 8 | 293 | 85 | -8 | +1 | +0 | +5 | +9 | 0.7 |
| 2032 | 24 | MLB MLE | KC | 57% | 474 | 426 | 101 | 15 | 5 | 8 | 39 | 97 | 6 | 8 | 2 | 236 | 308 | 350 | 658 | 114 | 286 | 20 | 8 | 297 | 87 | -7 | +1 | +0 | +5 | +10 | 0.9 |
| 2033 | 25 | MLB MLE | KC | 57% | 501 | 449 | 107 | 16 | 5 | 9 | 41 | 103 | 6 | 8 | 2 | 237 | 309 | 352 | 660 | 115 | 286 | 21 | 8 | 298 | 88 | -7 | +1 | +0 | +5 | +11 | 1.0 |
| 2034 | 26 | MLB MLE | KC | 56% | 516 | 463 | 110 | 17 | 5 | 9 | 42 | 106 | 6 | 8 | 2 | 237 | 309 | 353 | 661 | 116 | 286 | 21 | 8 | 298 | 88 | -8 | +1 | +0 | +6 | +11 | 1.0 |
| 2035 | 27 | MLB MLE | KC | 55% | 520 | 466 | 110 | 17 | 5 | 9 | 43 | 108 | 6 | 8 | 3 | 236 | 308 | 350 | 658 | 114 | 285 | 21 | 8 | 297 | 87 | -8 | +0 | +0 | +6 | +11 | 0.9 |
| 2036 | 28 | MLB MLE | KC | 55% | 516 | 463 | 110 | 17 | 5 | 9 | 42 | 108 | 6 | 7 | 3 | 234 | 306 | 346 | 652 | 112 | 285 | 21 | 8 | 294 | 85 | -9 | +0 | -1 | +6 | +11 | 0.7 |
| 2037 | 29 | MLB MLE | KC | 53% | 505 | 453 | 106 | 16 | 5 | 8 | 41 | 107 | 6 | 6 | 3 | 232 | 303 | 340 | 643 | 108 | 283 | 21 | 8 | 290 | 83 | -10 | +0 | -1 | +5 | +11 | 0.5 |
| 2038 | 30 | MLB MLE | KC | 53% | 493 | 445 | 101 | 15 | 4 | 7 | 40 | 106 | 5 | 6 | 3 | 229 | 300 | 332 | 632 | 104 | 282 | 22 | 8 | 286 | 80 | -12 | +0 | -2 | +5 | +11 | 0.2 |
| 2039 | 31 | MLB MLE | KC | 57% | 477 | 431 | 96 | 14 | 4 | 6 | 38 | 104 | 5 | 5 | 4 | 225 | 295 | 323 | 618 | 98 | 279 | 22 | 8 | 280 | 76 | -14 | -1 | -3 | +5 | +10 | -0.2 |
| 2028 | 20 | MLB CTX | KC | 34% | 48 | 43 | 9 | 1 | 1 | 0 | 4 | 10 | 1 | 1 | 0 | 225 | 295 | 310 | 606 | 86 | 279 | 21 | 8 | 276 | 74 | -1 | +0 | +0 | +1 | +1 | 0.0 |
| 2029 | 21 | MLB CTX | KC | 48% | 118 | 107 | 24 | 4 | 1 | 1 | 9 | 24 | 1 | 2 | 1 | 228 | 299 | 322 | 621 | 94 | 281 | 20 | 8 | 282 | 78 | -3 | +0 | +0 | +1 | +3 | 0.1 |
| 2030 | 22 | MLB CTX | KC | 54% | 193 | 173 | 39 | 6 | 2 | 2 | 16 | 40 | 2 | 3 | 1 | 230 | 302 | 331 | 634 | 101 | 282 | 21 | 8 | 287 | 82 | -4 | +0 | +0 | +2 | +4 | 0.2 |
| 2031 | 23 | MLB CTX | KC | 57% | 242 | 217 | 51 | 8 | 3 | 3 | 20 | 50 | 3 | 4 | 1 | 232 | 304 | 339 | 643 | 106 | 283 | 21 | 8 | 291 | 85 | -4 | +0 | +0 | +3 | +5 | 0.4 |
| 2032 | 24 | MLB CTX | KC | 57% | 268 | 241 | 57 | 9 | 3 | 4 | 22 | 55 | 3 | 4 | 1 | 234 | 306 | 345 | 651 | 111 | 284 | 21 | 8 | 294 | 87 | -4 | +0 | +0 | +3 | +6 | 0.5 |
| 2033 | 25 | MLB CTX | KC | 57% | 283 | 255 | 60 | 9 | 3 | 5 | 23 | 58 | 3 | 5 | 1 | 235 | 307 | 347 | 653 | 112 | 284 | 20 | 8 | 295 | 88 | -4 | +1 | +0 | +3 | +6 | 0.6 |
| 2034 | 26 | MLB CTX | KC | 56% | 291 | 262 | 61 | 9 | 3 | 5 | 24 | 60 | 3 | 5 | 1 | 235 | 307 | 347 | 654 | 113 | 284 | 21 | 8 | 295 | 88 | -4 | +1 | +0 | +3 | +6 | 0.6 |
| 2035 | 27 | MLB CTX | KC | 55% | 288 | 259 | 61 | 9 | 3 | 5 | 24 | 60 | 3 | 4 | 1 | 234 | 306 | 345 | 651 | 111 | 284 | 21 | 8 | 294 | 87 | -5 | +0 | +0 | +3 | +6 | 0.5 |
| 2036 | 28 | MLB CTX | KC | 55% | 283 | 255 | 59 | 9 | 3 | 4 | 23 | 59 | 3 | 4 | 1 | 232 | 304 | 341 | 644 | 109 | 283 | 21 | 8 | 291 | 85 | -5 | +0 | -0 | +3 | +6 | 0.4 |
| 2037 | 29 | MLB CTX | KC | 53% | 270 | 243 | 57 | 9 | 3 | 4 | 22 | 57 | 3 | 3 | 1 | 230 | 301 | 335 | 636 | 105 | 282 | 21 | 8 | 288 | 83 | -6 | +0 | -1 | +3 | +6 | 0.3 |
| 2038 | 30 | MLB CTX | KC | 53% | 259 | 233 | 53 | 8 | 2 | 4 | 21 | 56 | 3 | 3 | 2 | 227 | 298 | 328 | 626 | 101 | 281 | 22 | 8 | 284 | 80 | -6 | -0 | -1 | +3 | +6 | 0.1 |
| 2039 | 31 | MLB CTX | KC | 57% | 270 | 244 | 53 | 8 | 2 | 3 | 21 | 59 | 3 | 3 | 3 | 223 | 293 | 319 | 612 | 96 | 278 | 22 | 8 | 278 | 76 | -8 | -1 | -2 | +3 | +6 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2813 | 2532 | 584 | 89 | 29 | 40 | 229 | 588 | 31 | 41 | 14 | 231 | 302 | 336 | 638 | 105 | 284 | 21 | 8 | 289 | 81 | -55 | +3 | -4 | +30 | +61 | 3.6 | |
| / 162G | — | A+C | — | 650 | 585 | 135 | 21 | 7 | 9 | 53 | 136 | 7 | 9 | 3 | 231 | 302 | 337 | 639 | 106 | 284 | 21 | 8 | 289 | 81 | -13 | +1 | -1 | +7 | +14 | 0.8 | |
| Career | — | MLE | — | 5600 | 5024 | 1160 | 172 | 54 | 83 | 461 | 1132 | 67 | 96 | 33 | 231 | 304 | 336 | 640 | 105 | 281 | 20 | 8 | 288 | 81 | -105 | +4 | -7 | +56 | +114 | 6.4 | |
| / 162G | — | MLE | — | 650 | 583 | 135 | 20 | 6 | 10 | 54 | 131 | 8 | 11 | 4 | 232 | 305 | 338 | 643 | 106 | 281 | 20 | 8 | 288 | 81 | -13 | +1 | -1 | +7 | +14 | 0.8 | |
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.
2026 DSLDSL Royals Ventura · 173 PAwOBA .403 → .286 (−116)K% 8.1% → 9.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.09% | ÷1.000 | ×1.220 | — | — | 9.87% |
| BB% (unintentional) /PA | 20.23% | ÷1.000 | ×0.700 | — | ×0.995 | 14.09% |
| HBP% /PA | 1.73% | — | ×0.700 | — | ×0.995 | 1.21% |
| Singles /BIP | 28.57% | ÷1.000 | ×0.680 | ×1.024 | ×0.995 | 19.80% |
| Doubles /BIP | 5.04% | ÷1.000 | ×0.600 | ×1.024 | ×0.995 | 3.08% |
| Triples /BIP | 1.68% | ÷1.000 | ×0.600 | ×1.024 | ×0.995 | 1.03% |
| Home runs /BIP | 0.84% | ÷1.000 | ×0.470 | — | ×0.995 | 0.39% |
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 ×1.024.
Result: wOBA .403 → .286; ISO .098 → .061; BABIP .350 → .236. 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).
2025 DSLDSL Royals Ventura · 168 PAwOBA .287 → .199 (−88)K% 7.7% → 9.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 7.74% | ÷0.952 | ×1.220 | — | — | 9.92% |
| BB% (unintentional) /PA | 9.52% | ÷1.097 | ×0.700 | — | ×1.008 | 6.13% |
| HBP% /PA | 1.79% | — | ×0.700 | — | ×1.008 | 1.26% |
| Singles /BIP | 21.05% | ÷1.025 | ×0.680 | ×1.040 | ×1.008 | 14.64% |
| Doubles /BIP | 2.26% | ÷1.060 | ×0.600 | ×1.040 | ×1.008 | 1.34% |
| Triples /BIP | 3.01% | ÷0.950 | ×0.600 | ×1.040 | ×1.008 | 1.99% |
| Home runs /BIP | 0.00% | ÷0.877 | ×0.470 | — | ×1.008 | 0.00% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 75, 1B 105, 2B 112, 3B 90, K 90, BB 119 — applied at half strength. Age: age 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.040.
Result: wOBA .287 → .199; ISO .075 → .051; BABIP .261 → .178. 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).