Eudy Ramos
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 20 | ROKMissoula Ospr… | 220 | .318/.374/.597 | 13 | 3 | 58 | — | .199/.247/.369 |
| 2017 | 21 | AKane County C… | 125 | .218/.250/.261 | 1 | 0 | 13 | — | .192/.218/.233 |
| 2018 | 22 | AKane County C… | 406 | .235/.285/.384 | 11 | 1 | 28 | — | .169/.208/.270 |
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) | |||||||||||||||||||||||||||||||
| 2013 | 17 | ROK | DSL D-backs | — | 137 | 110 | 21 | 10 | 0 | 2 | 23 | 36 | 2 | 2 | 5 | 191 | 341 | 336 | 677 | 145 | 257 | 26 | 17 | 311 | 25 | — | — | — | — | — | — |
| 2015 | 19 | ROK | ACL D-backs | — | 103 | 98 | 19 | 4 | 2 | 1 | 3 | 38 | 1 | 0 | 2 | 194 | 225 | 306 | 532 | 112 | 300 | 37 | 3 | 234 | -20 | — | — | — | — | — | — |
| 2016 | 20 | ROK | Missoula Osprey | — | 220 | 201 | 64 | 15 | 1 | 13 | 13 | 75 | 5 | 3 | 1 | 318 | 374 | 597 | 971 | 279 | 447 | 34 | 6 | 420 | 58 | — | — | — | — | — | — |
| 2017 | 21 | A | Kane County Cougars | — | 125 | 119 | 26 | 2 | 0 | 1 | 4 | 25 | 1 | 0 | 2 | 218 | 250 | 261 | 511 | 42 | 266 | 20 | 3 | 232 | 13 | — | — | — | — | — | — |
| 2018 | 22 | A | Kane County Cougars | — | 406 | 378 | 89 | 17 | 3 | 11 | 23 | 121 | 3 | 1 | 0 | 235 | 285 | 384 | 668 | 148 | 315 | 30 | 6 | 296 | 28 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2013 | 17 | ROK MLE | DSL D-backs | — | 137 | 117 | 13 | 6 | 0 | 1 | 16 | 44 | 2 | 2 | 5 | 111 | 230 | 188 | 418 | 77 | 167 | 32 | 12 | 205 | 25 | — | — | — | — | — | — |
| 2015 | 19 | ROK MLE | ACL D-backs | — | 103 | 99 | 12 | 2 | 1 | 1 | 2 | 55 | 1 | 0 | 2 | 121 | 147 | 192 | 339 | 71 | 236 | 53 | 2 | 139 | -20 | — | — | — | — | — | — |
| 2016 | 20 | ROK MLE | Missoula Osprey | — | 220 | 206 | 41 | 9 | 1 | 8 | 8 | 108 | 5 | 3 | 1 | 199 | 247 | 369 | 616 | 170 | 345 | 49 | 4 | 254 | 58 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Kane County Cougars | — | 125 | 120 | 23 | 2 | 0 | 1 | 3 | 34 | 1 | 0 | 2 | 192 | 218 | 233 | 451 | 42 | 242 | 27 | 2 | 188 | 13 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | Kane County Cougars | — | 406 | 385 | 65 | 11 | 2 | 8 | 16 | 169 | 3 | 1 | 0 | 169 | 208 | 270 | 478 | 101 | 267 | 42 | 4 | 209 | 28 | — | — | — | — | — | — |
| 2013 | 17 | ROK MLE | DSL D-backs | — | 137 | 117 | 13 | 6 | 0 | 1 | 16 | 44 | 2 | 2 | 5 | 111 | 230 | 188 | 418 | 77 | 162 | 32 | 12 | 205 | 25 | — | — | — | — | — | — |
| 2013 | 17 | ROK RAW | DSL D-backs | — | 137 | 110 | 21 | 10 | 0 | 2 | 23 | 36 | 2 | 2 | 5 | 191 | 341 | 336 | 677 | 145 | 257 | 26 | 17 | 311 | 25 | — | — | — | — | — | — |
| 2015 | 19 | ROK MLE | ACL D-backs | — | 103 | 99 | 12 | 2 | 1 | 1 | 2 | 55 | 1 | 0 | 2 | 121 | 147 | 192 | 339 | 71 | 250 | 53 | 2 | 139 | -20 | — | — | — | — | — | — |
| 2015 | 19 | ROK RAW | ACL D-backs | — | 103 | 98 | 19 | 4 | 2 | 1 | 3 | 38 | 1 | 0 | 2 | 194 | 225 | 306 | 532 | 112 | 300 | 37 | 3 | 234 | -20 | — | — | — | — | — | — |
| 2016 | 20 | ROK MLE | Missoula Osprey | — | 220 | 206 | 41 | 9 | 1 | 8 | 8 | 108 | 5 | 3 | 1 | 199 | 247 | 369 | 616 | 170 | 363 | 49 | 4 | 254 | 58 | — | — | — | — | — | — |
| 2016 | 20 | ROK RAW | Missoula Osprey | — | 220 | 201 | 64 | 15 | 1 | 13 | 13 | 75 | 5 | 3 | 1 | 318 | 374 | 597 | 971 | 279 | 447 | 34 | 6 | 420 | 58 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Kane County Cougars | — | 125 | 120 | 23 | 2 | 0 | 1 | 3 | 34 | 1 | 0 | 2 | 192 | 218 | 233 | 451 | 42 | 256 | 27 | 2 | 188 | 13 | — | — | — | — | — | — |
| 2017 | 21 | A RAW | Kane County Cougars | — | 125 | 119 | 26 | 2 | 0 | 1 | 4 | 25 | 1 | 0 | 2 | 218 | 250 | 261 | 511 | 42 | 266 | 20 | 3 | 232 | 13 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | Kane County Cougars | — | 406 | 385 | 65 | 11 | 2 | 8 | 16 | 169 | 3 | 1 | 0 | 169 | 208 | 270 | 478 | 101 | 271 | 42 | 4 | 209 | 28 | — | — | — | — | — | — |
| 2018 | 22 | A RAW | Kane County Cougars | — | 406 | 378 | 89 | 17 | 3 | 11 | 23 | 121 | 3 | 1 | 0 | 235 | 285 | 384 | 668 | 148 | 315 | 30 | 6 | 296 | 28 | — | — | — | — | — | — |
| 2013 | 17 | ROK MLE | DSL D-backs | — | 137 | 118 | 13 | 6 | 0 | 1 | 16 | 44 | 2 | 2 | 5 | 110 | 230 | 186 | 416 | 76 | 167 | 32 | 12 | 205 | 25 | — | — | — | — | — | — |
| 2015 | 19 | ROK MLE | ACL D-backs | — | 103 | 99 | 12 | 2 | 1 | 1 | 2 | 55 | 1 | 0 | 2 | 121 | 147 | 192 | 339 | 71 | 236 | 53 | 2 | 139 | -20 | — | — | — | — | — | — |
| 2016 | 20 | ROK MLE | Missoula Osprey | — | 220 | 205 | 41 | 9 | 1 | 8 | 8 | 108 | 5 | 3 | 1 | 200 | 247 | 371 | 617 | 171 | 345 | 49 | 4 | 254 | 58 | — | — | — | — | — | — |
| 2017 | 21 | A MLE | Kane County Cougars | — | 125 | 120 | 23 | 2 | 0 | 1 | 3 | 34 | 1 | 0 | 2 | 192 | 218 | 233 | 451 | 42 | 242 | 27 | 2 | 188 | 13 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | Kane County Cougars | — | 406 | 384 | 65 | 11 | 2 | 8 | 16 | 169 | 3 | 1 | 0 | 169 | 208 | 271 | 479 | 102 | 267 | 42 | 4 | 209 | 28 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 991 | 927 | 154 | 30 | 4 | 19 | 45 | 410 | 12 | 6 | 10 | 166 | 214 | 269 | 483 | 102 | 267 | 41 | 5 | 209 | 27 | -86 | -3 | +0 | +4 | +21 | -6.5 | |
| / 162G | — | MLE | — | 650 | 608 | 101 | 20 | 3 | 12 | 30 | 269 | 8 | 4 | 7 | 166 | 216 | 268 | 484 | 102 | 268 | 41 | 5 | 209 | 27 | -56 | -2 | +0 | +2 | +14 | -4.3 | |
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 AKane County Cougars · 406 PAwOBA .290 → .209 (−81)K% 29.8% → 41.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.80% | ÷0.975 | ×1.360 | — | — | 41.55% |
| BB% (unintentional) /PA | 5.67% | ÷0.974 | ×0.690 | — | — | 4.01% |
| HBP% /PA | 0.74% | — | ×0.780 | — | — | 0.58% |
| Singles /BIP | 22.57% | ÷1.014 | ×0.920 | ×0.972 | — | 19.90% |
| Doubles /BIP | 6.61% | ÷1.039 | ×0.830 | ×0.972 | — | 5.14% |
| Triples /BIP | 1.17% | ÷1.150 | ×0.910 | ×0.972 | — | 0.90% |
| Home runs /BIP | 4.28% | ÷0.937 | ×0.800 | — | — | 3.65% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 87, 1B 103, 2B 108, 3B 130, K 95, BB 95 — 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 ×0.972.
Result: wOBA .290 → .209; ISO .148 → .104; BABIP .315 → .267. 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 AKane County Cougars · 125 PAwOBA .228 → .188 (−39)K% 20.0% → 27.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷0.987 | ×1.360 | — | — | 27.55% |
| BB% (unintentional) /PA | 3.20% | ÷1.009 | ×0.690 | — | ×1.015 | 2.22% |
| HBP% /PA | 0.80% | — | ×0.780 | — | ×1.015 | 0.63% |
| Singles /BIP | 24.47% | ÷1.012 | ×0.920 | ×0.996 | ×1.015 | 22.48% |
| Doubles /BIP | 2.13% | ÷0.985 | ×0.830 | ×0.996 | ×1.015 | 1.81% |
| Triples /BIP | 0.00% | ÷0.977 | ×0.910 | ×0.996 | ×1.015 | 0.00% |
| Home runs /BIP | 1.06% | ÷0.899 | ×0.800 | — | ×1.015 | 0.96% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 80, 1B 102, 2B 97, 3B 95, K 97, BB 102 — 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 ×0.996.
Result: wOBA .228 → .188; ISO .042 → .034; BABIP .266 → .242. 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 ROKMissoula Osprey · 220 PAwOBA .409 → .254 (−155)K% 34.1% → 49.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 34.09% | ÷1.000 | ×1.440 | — | — | 49.09% |
| BB% (unintentional) /PA | 5.91% | ÷1.000 | ×0.610 | — | ×0.995 | 3.59% |
| HBP% /PA | 2.27% | — | ×0.720 | — | ×0.995 | 1.63% |
| Singles /BIP | 27.78% | ÷1.000 | ×0.820 | ×1.015 | ×0.995 | 23.00% |
| Doubles /BIP | 11.90% | ÷1.000 | ×0.720 | ×1.015 | ×0.995 | 8.65% |
| Triples /BIP | 0.79% | ÷1.000 | ×0.720 | ×1.015 | ×0.995 | 0.58% |
| Home runs /BIP | 10.32% | ÷1.000 | ×0.750 | — | ×0.995 | 7.70% |
Factors used: league row PIO. 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 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 ×1.015.
Result: wOBA .409 → .254; ISO .279 → .165; BABIP .447 → .345. 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 ROKACL D-backs · 103 PAwOBA .230 → .139 (−91)K% 36.9% → 53.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 36.89% | ÷1.000 | ×1.440 | — | — | 53.13% |
| BB% (unintentional) /PA | 2.91% | ÷1.000 | ×0.620 | — | ×1.008 | 1.82% |
| HBP% /PA | 0.97% | — | ×0.720 | — | ×1.008 | 0.70% |
| Singles /BIP | 20.00% | ÷1.000 | ×0.820 | ×1.001 | ×1.008 | 16.54% |
| Doubles /BIP | 6.67% | ÷1.000 | ×0.720 | ×1.001 | ×1.008 | 4.84% |
| Triples /BIP | 3.33% | ÷1.000 | ×0.720 | ×1.001 | ×1.008 | 2.42% |
| Home runs /BIP | 1.67% | ÷1.000 | ×0.780 | — | ×1.008 | 1.31% |
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 19 vs a level average of 19.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.001.
Result: wOBA .230 → .139; ISO .112 → .063; BABIP .300 → .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).
2013 DSLDSL D-backs · 137 PAwOBA .306 → .205 (−101)K% 26.3% → 32.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.28% | ÷1.000 | ×1.220 | — | — | 32.06% |
| BB% (unintentional) /PA | 16.06% | ÷1.000 | ×0.700 | — | ×1.022 | 11.49% |
| HBP% /PA | 1.46% | — | ×0.700 | — | ×1.022 | 1.04% |
| Singles /BIP | 12.16% | ÷1.000 | ×0.680 | ×1.010 | ×1.022 | 8.54% |
| Doubles /BIP | 13.51% | ÷1.000 | ×0.600 | ×1.010 | ×1.022 | 8.38% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.600 | ×1.010 | ×1.022 | 0.00% |
| Home runs /BIP | 2.70% | ÷1.000 | ×0.470 | — | ×1.022 | 1.30% |
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 17 vs a level average of 18.5 → +2.2% on BB/HBP/hit rates (1.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.
Result: wOBA .306 → .205; ISO .145 → .085; BABIP .257 → .167. 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).