Angel Ramirez
OF Columbia Fireflies| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 19 | ROK/INTL2 orgs | 140 | .258/.333/.306 | 0 | 11 | 33 | — | .193/.268/.239 |
| 2025 | 20 | ROK/INTL2 orgs | 283 | .290/.367/.384 | 1 | 11 | 90 | — | .222/.323/.296 |
| 2026 | 21 | A/ROK/INTL2 orgs | 212 | .293/.376/.376 | 3 | 7 | 74 | — | .227/.286/.309 |
| 2027PROJMLE | 22 | MLBKC | 288 | .209/.276/.308 | 5 | 5 | 66 | -0.2 | |
| 2028PROJ34% MLB | 23 | MLBKC | 51 | .211/.279/.316 | 1 | 1 | 71 | -0.1 | |
| 2029PROJ46% MLB | 24 | MLBKC | 103 | .214/.283/.327 | 2 | 2 | 75 | -0.2 |
Contract
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) | |||||||||||||||||||||||||||||||
| 2023 | 18 | ROK | DSL Royals Gold | — | 125 | 100 | 24 | 6 | 0 | 0 | 19 | 12 | 4 | 5 | 3 | 240 | 382 | 300 | 682 | 60 | 270 | 10 | 15 | 322 | 36 | — | — | — | — | — | — |
| 2023 | 18 | INTL | Naranjeros de Hermosillo | — | 43 | 39 | 8 | 1 | 0 | 0 | 3 | 11 | 0 | 1 | 0 | 205 | 262 | 231 | 493 | 26 | 276 | 26 | 7 | 226 | 39 | — | — | — | — | — | — |
| 2024 | 19 | ROK | DSL Royals Fortuna | — | 97 | 85 | 24 | 4 | 1 | 0 | 11 | 11 | 1 | 10 | 1 | 282 | 371 | 353 | 724 | 71 | 324 | 11 | 11 | 334 | 38 | — | — | — | — | — | — |
| 2024 | 19 | INTL | Naranjeros de Hermosillo | — | 43 | 39 | 8 | 0 | 0 | 0 | 1 | 10 | 1 | 1 | 2 | 205 | 244 | 205 | 449 | 276 | 23 | 2 | 202 | 23 | — | — | — | — | — | — | |
| 2025 | 20 | ROK | ACL Royals | — | 96 | 76 | 22 | 4 | 0 | 1 | 14 | 15 | 3 | 7 | 1 | 289 | 419 | 382 | 801 | 92 | 333 | 16 | 15 | 360 | 70 | — | — | — | — | — | — |
| 2025 | 20 | INTL | Naranjeros de Hermosillo | — | 187 | 169 | 49 | 14 | 1 | 0 | 12 | 25 | 1 | 4 | 2 | 290 | 341 | 385 | 725 | 95 | 336 | 13 | 6 | 318 | 101 | — | — | — | — | — | — |
| 2026 | 21 | A | Columbia Fireflies | — | 129 | 108 | 25 | 3 | 0 | 2 | 14 | 27 | 0 | 2 | 2 | 231 | 320 | 315 | 634 | 83 | 280 | 21 | 11 | 278 | 46 | — | — | — | — | — | — |
| 2026 | 21 | ROK | ACL Royals | — | 49 | 44 | 16 | 2 | 0 | 1 | 5 | 10 | 0 | 4 | 0 | 364 | 429 | 477 | 906 | 114 | 455 | 20 | 10 | 406 | 76 | — | — | — | — | — | — |
| 2026 | 21 | INTL | Naranjeros de Hermosillo | — | 34 | 29 | 12 | 1 | 0 | 0 | 5 | 4 | 0 | 1 | 0 | 414 | 500 | 448 | 948 | 34 | 480 | 12 | 15 | 433 | 179 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 18 | ROK MLE | DSL Royals Gold | — | 125 | 105 | 17 | 4 | 0 | 0 | 14 | 15 | 4 | 5 | 3 | 162 | 285 | 200 | 485 | 38 | 176 | 12 | 11 | 222 | 36 | — | — | — | — | — | — |
| 2024 | 19 | ROK MLE | DSL Royals Fortuna | — | 97 | 88 | 17 | 2 | 1 | 0 | 8 | 13 | 1 | 10 | 1 | 193 | 268 | 239 | 507 | 45 | 220 | 13 | 8 | 224 | 38 | — | — | — | — | — | — |
| 2025 | 20 | ROK MLE | ACL Royals | — | 96 | 81 | 18 | 3 | 0 | 1 | 9 | 22 | 3 | 7 | 1 | 222 | 323 | 296 | 619 | 74 | 257 | 23 | 9 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 21 | A MLE | Columbia Fireflies | — | 129 | 112 | 24 | 3 | 0 | 2 | 10 | 37 | 0 | 2 | 2 | 214 | 279 | 295 | 573 | 80 | 255 | 29 | 8 | 236 | 46 | — | — | — | — | — | — |
| 2026 | 21 | ROK MLE | ACL Royals | — | 49 | 46 | 12 | 1 | 0 | 1 | 3 | 14 | 0 | 4 | 0 | 261 | 306 | 348 | 654 | 87 | 359 | 29 | 6 | 281 | 76 | — | — | — | — | — | — |
| 2023 | 18 | ROK MLE | 2 teams | — | 168 | 143 | 23 | 5 | 0 | 0 | 18 | 20 | 4 | 6 | 3 | 161 | 273 | 196 | 469 | 35 | 184 | 12 | 11 | 222 | 36 | — | — | — | — | — | — |
| 2023 | 18 | ROK RAW | 2 teams | — | 168 | 139 | 32 | 7 | 0 | 0 | 22 | 23 | 4 | 6 | 3 | 230 | 352 | 281 | 632 | 50 | 271 | 14 | 13 | 297 | 36 | — | — | — | — | — | — |
| 2024 | 19 | ROK MLE | 2 teams | — | 140 | 125 | 25 | 4 | 1 | 0 | 11 | 19 | 2 | 11 | 3 | 200 | 275 | 248 | 523 | 48 | 236 | 14 | 8 | 224 | 38 | — | — | — | — | — | — |
| 2024 | 19 | ROK RAW | 2 teams | — | 140 | 124 | 32 | 4 | 1 | 0 | 12 | 21 | 2 | 11 | 3 | 258 | 333 | 306 | 640 | 48 | 311 | 15 | 9 | 293 | 38 | — | — | — | — | — | — |
| 2025 | 20 | INTL MLE | 2 teams | — | 283 | 245 | 53 | 9 | 0 | 3 | 26 | 65 | 4 | 11 | 3 | 216 | 302 | 290 | 592 | 73 | 275 | 23 | 9 | 271 | 70 | — | — | — | — | — | — |
| 2025 | 20 | INTL RAW | 2 teams | — | 283 | 245 | 71 | 18 | 1 | 1 | 26 | 40 | 4 | 11 | 3 | 290 | 367 | 384 | 751 | 94 | 335 | 14 | 9 | 332 | 70 | — | — | — | — | — | — |
| 2026 | 21 | A MLE | 3 teams | — | 212 | 190 | 42 | 5 | 0 | 3 | 15 | 61 | 0 | 7 | 2 | 221 | 278 | 295 | 573 | 74 | 302 | 29 | 7 | 248 | 54 | — | — | — | — | — | — |
| 2026 | 21 | A RAW | 3 teams | — | 212 | 181 | 53 | 6 | 0 | 3 | 24 | 41 | 0 | 7 | 2 | 293 | 376 | 376 | 751 | 83 | 357 | 19 | 11 | 333 | 54 | — | — | — | — | — | — |
| 2023 | 18 | ROK MLE | 2 teams | — | 168 | 144 | 23 | 5 | 0 | 0 | 18 | 20 | 4 | 6 | 3 | 160 | 273 | 194 | 467 | 35 | 176 | 12 | 11 | 222 | 36 | — | — | — | — | — | — |
| 2024 | 19 | ROK MLE | 2 teams | — | 140 | 126 | 25 | 4 | 1 | 0 | 11 | 19 | 2 | 11 | 3 | 198 | 275 | 246 | 521 | 48 | 220 | 14 | 8 | 224 | 38 | — | — | — | — | — | — |
| 2025 | 20 | INTL MLE | 2 teams | — | 283 | 251 | 53 | 9 | 0 | 3 | 26 | 65 | 4 | 11 | 3 | 211 | 302 | 283 | 585 | 72 | 257 | 23 | 9 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 21 | A MLE | 3 teams | — | 212 | 195 | 42 | 5 | 0 | 3 | 15 | 61 | 0 | 7 | 2 | 215 | 278 | 287 | 565 | 72 | 284 | 29 | 7 | 248 | 54 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 19 | ROK MLE | 2 teams | — | 140 | 126 | 25 | 4 | 1 | 0 | 11 | 19 | 2 | 11 | 3 | 198 | 275 | 246 | 521 | 48 | 220 | 14 | 8 | 224 | 38 | — | — | — | — | — | — |
| 2025 | 20 | INTL MLE | 2 teams | — | 283 | 251 | 53 | 9 | 0 | 3 | 26 | 65 | 4 | 11 | 3 | 211 | 302 | 283 | 585 | 72 | 257 | 23 | 9 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 21 | A MLE | 3 teams | — | 212 | 195 | 42 | 5 | 0 | 3 | 15 | 61 | 0 | 7 | 2 | 215 | 278 | 287 | 565 | 72 | 284 | 29 | 7 | 248 | 54 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB MLE | KC | 0% | 288 | 262 | 55 | 9 | 2 | 5 | 22 | 79 | 2 | 5 | 1 | 209 | 276 | 308 | 585 | 100 | 277 | 27 | 8 | 265 | 66 | -12 | +1 | -2 | -2 | +6 | -0.2 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 23 | MLB MLE | KC | 34% | 147 | 134 | 29 | 5 | 1 | 3 | 11 | 40 | 1 | 3 | 1 | 213 | 281 | 322 | 604 | 109 | 278 | 27 | 7 | 273 | 71 | -5 | +0 | -1 | -1 | +3 | -0.3 |
| 2029 | 24 | MLB MLE | KC | 46% | 223 | 202 | 44 | 7 | 1 | 5 | 17 | 59 | 2 | 4 | 1 | 217 | 285 | 334 | 619 | 117 | 280 | 26 | 8 | 279 | 75 | -7 | +0 | -1 | -1 | +5 | -0.4 |
| 2028 | 23 | MLB CTX | KC | 34% | 51 | 47 | 10 | 2 | 0 | 1 | 4 | 14 | 0 | 1 | 0 | 211 | 279 | 316 | 595 | 105 | 277 | 27 | 8 | 270 | 71 | -2 | +0 | -0 | -0 | +1 | -0.1 |
| 2029 | 24 | MLB CTX | KC | 46% | 103 | 93 | 20 | 3 | 1 | 2 | 8 | 27 | 1 | 2 | 0 | 214 | 283 | 327 | 609 | 112 | 278 | 26 | 8 | 275 | 75 | -3 | +0 | -0 | -1 | +2 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 154 | 140 | 30 | 5 | 1 | 3 | 12 | 41 | 1 | 3 | 0 | 214 | 281 | 329 | 610 | 114 | 278 | 27 | 8 | 273 | 60 | -5 | +1 | -1 | -1 | +3 | -0.3 | |
| / 162G | — | A+C | — | 650 | 591 | 127 | 21 | 4 | 13 | 51 | 173 | 4 | 13 | 0 | 215 | 282 | 330 | 612 | 115 | 279 | 27 | 8 | 273 | 60 | -20 | +3 | -3 | -4 | +14 | -1.1 | |
| Career | — | MLE | — | 1276 | 1132 | 236 | 38 | 4 | 16 | 106 | 292 | 14 | 44 | 13 | 208 | 284 | 292 | 576 | 83 | 263 | 23 | 8 | 257 | 60 | -16 | +1 | -2 | -3 | +10 | -1.0 | |
| / 162G | — | MLE | — | 650 | 577 | 120 | 19 | 2 | 8 | 54 | 149 | 7 | 22 | 7 | 208 | 284 | 289 | 574 | 81 | 262 | 23 | 8 | 257 | 60 | -22 | +1 | -3 | -4 | +14 | -1.4 | |
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 AColumbia Fireflies · 129 PAwOBA .278 → .236 (−41)K% 20.9% → 28.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.93% | ÷1.000 | ×1.360 | — | — | 28.47% |
| BB% (unintentional) /PA | 10.85% | ÷1.000 | ×0.690 | — | ×1.015 | 7.60% |
| HBP% /PA | 0.00% | — | ×0.780 | — | ×1.015 | 0.00% |
| Singles /BIP | 24.69% | ÷1.000 | ×0.920 | ×0.989 | ×1.015 | 22.80% |
| Doubles /BIP | 3.70% | ÷1.000 | ×0.830 | ×0.989 | ×1.015 | 3.09% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.910 | ×0.989 | ×1.015 | 0.00% |
| Home runs /BIP | 2.47% | ÷1.000 | ×0.800 | — | ×1.015 | 2.00% |
Factors used: level-wide A 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 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.989.
Result: wOBA .278 → .236; ISO .083 → .069; BABIP .280 → .255. 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).
2026 ROKACL Royals · 49 PAwOBA .396 → .281 (−115)K% 20.4% → 29.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.41% | ÷1.000 | ×1.440 | — | — | 29.39% |
| BB% (unintentional) /PA | 10.20% | ÷1.000 | ×0.620 | — | ×0.985 | 6.23% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 38.24% | ÷1.000 | ×0.820 | — | ×0.985 | 30.88% |
| Doubles /BIP | 5.88% | ÷1.000 | ×0.720 | — | ×0.985 | 4.17% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.985 | 0.00% |
| Home runs /BIP | 2.94% | ÷1.000 | ×0.780 | — | ×0.985 | 2.26% |
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).
Result: wOBA .396 → .281; ISO .114 → .079; BABIP .455 → .359. 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 ROKACL Royals · 96 PAwOBA .363 → .271 (−92)K% 15.6% → 22.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.62% | ÷0.985 | ×1.440 | — | — | 22.85% |
| BB% (unintentional) /PA | 14.58% | ÷0.971 | ×0.620 | — | ×0.995 | 9.27% |
| HBP% /PA | 3.12% | — | ×0.720 | — | ×0.995 | 2.24% |
| Singles /BIP | 27.87% | ÷1.019 | ×0.820 | ×0.980 | ×0.995 | 21.86% |
| Doubles /BIP | 6.56% | ÷0.975 | ×0.720 | ×0.980 | ×0.995 | 4.72% |
| Triples /BIP | 0.00% | ÷1.070 | ×0.720 | ×0.980 | ×0.995 | 0.00% |
| Home runs /BIP | 1.64% | ÷0.939 | ×0.780 | — | ×0.995 | 1.35% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 88, 1B 104, 2B 95, 3B 114, K 97, BB 94 — applied at half strength. Age: age 20 vs a level average of 19.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.980.
Result: wOBA .363 → .271; ISO .092 → .073; BABIP .333 → .257. 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).
2024 DSLDSL Royals Fortuna · 97 PAwOBA .326 → .224 (−101)K% 11.3% → 13.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.34% | ÷1.021 | ×1.220 | — | — | 13.55% |
| BB% (unintentional) /PA | 11.34% | ÷1.003 | ×0.700 | — | ×0.995 | 7.87% |
| HBP% /PA | 1.03% | — | ×0.700 | — | ×0.995 | 0.72% |
| Singles /BIP | 25.68% | ÷1.002 | ×0.680 | ×1.034 | ×0.995 | 17.92% |
| Doubles /BIP | 5.41% | ÷1.015 | ×0.600 | ×1.034 | ×0.995 | 3.29% |
| Triples /BIP | 1.35% | ÷1.000 | ×0.600 | ×1.034 | ×0.995 | 0.83% |
| Home runs /BIP | 0.00% | ÷1.288 | ×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): HR 158, 1B 100, 2B 103, 3B 100, K 104, BB 101 — 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 ×1.034.
Result: wOBA .326 → .224; ISO .071 → .044; BABIP .324 → .220. 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).
2023 DSLDSL Royals Gold · 125 PAwOBA .317 → .222 (−95)K% 9.6% → 11.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.60% | ÷0.998 | ×1.220 | — | — | 11.74% |
| BB% (unintentional) /PA | 15.20% | ÷0.970 | ×0.700 | — | ×1.008 | 11.05% |
| HBP% /PA | 3.20% | — | ×0.700 | — | ×1.008 | 2.26% |
| Singles /BIP | 20.45% | ÷0.984 | ×0.680 | ×0.984 | ×1.008 | 14.01% |
| Doubles /BIP | 6.82% | ÷1.082 | ×0.600 | ×0.984 | ×1.008 | 3.75% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.600 | ×0.984 | ×1.008 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.048 | ×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 110, 1B 97, 2B 116, 3B 130, K 100, BB 94 — 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 ×0.984.
Result: wOBA .317 → .222; ISO .060 → .035; BABIP .270 → .176. 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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .