Raymel Flores
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 21 | AKane County C… | 351 | .212/.287/.270 | 1 | 11 | 26 | — | .181/.238/.231 |
| 2017 | 22 | AA/A2 orgs | 127 | .214/.290/.277 | 0 | 5 | 24 | — | .184/.241/.235 |
| 2018 | 23 | A+ARI | 179 | .177/.243/.228 | 0 | 6 | 4 | — | .153/.202/.190 |
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 | 17 | ROK | DSL Red Sox | — | 172 | 138 | 35 | 3 | 8 | 0 | 23 | 40 | 9 | 4 | 3 | 254 | 394 | 391 | 785 | 138 | 354 | 23 | 13 | 356 | 47 | — | — | — | — | — | — |
| 2013 | 18 | ROK | GCL Red Sox | — | 165 | 135 | 25 | 5 | 4 | 0 | 22 | 41 | 4 | 9 | 6 | 185 | 317 | 281 | 598 | 96 | 258 | 25 | 13 | 277 | 14 | — | — | — | — | — | — |
| 2015 | 20 | ROK | Missoula Osprey | — | 207 | 183 | 55 | 8 | 2 | 6 | 19 | 45 | 1 | 8 | 6 | 301 | 369 | 464 | 834 | 164 | 371 | 22 | 9 | 364 | 57 | — | — | — | — | — | — |
| 2016 | 21 | A | Kane County Cougars | — | 351 | 311 | 66 | 9 | 3 | 1 | 28 | 96 | 5 | 11 | 7 | 212 | 287 | 270 | 557 | 58 | 302 | 27 | 8 | 255 | 26 | — | — | — | — | — | — |
| 2017 | 22 | AA | Jackson Generals | — | 20 | 15 | 4 | 0 | 0 | 0 | 4 | 5 | 1 | 1 | 1 | 267 | 450 | 267 | 717 | 400 | 25 | 20 | 357 | 89 | — | — | — | — | — | — | |
| 2017 | 22 | A | Kane County Cougars | — | 107 | 97 | 20 | 5 | 1 | 0 | 5 | 26 | 2 | 4 | 2 | 206 | 260 | 278 | 538 | 72 | 282 | 24 | 5 | 240 | 12 | — | — | — | — | — | — |
| 2018 | 23 | A+ | Visalia Rawhide | — | 179 | 158 | 28 | 8 | 0 | 0 | 12 | 46 | 2 | 6 | 3 | 177 | 243 | 228 | 471 | 51 | 250 | 26 | 7 | 213 | 4 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2012 | 17 | ROK MLE | DSL Red Sox | — | 172 | 145 | 24 | 2 | 5 | 0 | 16 | 49 | 9 | 4 | 3 | 166 | 288 | 248 | 537 | 83 | 232 | 28 | 9 | 237 | 47 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | GCL Red Sox | — | 165 | 143 | 18 | 3 | 3 | 0 | 14 | 59 | 4 | 9 | 6 | 126 | 224 | 189 | 412 | 63 | 197 | 36 | 8 | 189 | 14 | — | — | — | — | — | — |
| 2015 | 20 | ROK MLE | Missoula Osprey | — | 207 | 191 | 40 | 5 | 1 | 4 | 11 | 65 | 1 | 8 | 6 | 209 | 256 | 309 | 565 | 99 | 294 | 31 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Kane County Cougars | — | 351 | 321 | 58 | 7 | 3 | 1 | 19 | 127 | 5 | 11 | 7 | 181 | 238 | 231 | 468 | 50 | 284 | 36 | 5 | 206 | 26 | — | — | — | — | — | — |
| 2017 | 22 | AA MLE | Jackson Generals | — | 20 | 16 | 4 | 0 | 0 | 0 | 3 | 6 | 1 | 1 | 1 | 250 | 400 | 250 | 650 | 386 | 30 | 15 | 300 | 89 | — | — | — | — | — | — | |
| 2017 | 22 | A MLE | Kane County Cougars | — | 107 | 99 | 17 | 4 | 1 | 0 | 3 | 36 | 2 | 4 | 2 | 172 | 212 | 232 | 444 | 61 | 247 | 34 | 3 | 186 | 12 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Visalia Rawhide | — | 179 | 163 | 25 | 6 | 0 | 0 | 8 | 60 | 2 | 6 | 3 | 153 | 202 | 190 | 392 | 37 | 229 | 34 | 4 | 174 | 4 | — | — | — | — | — | — |
| 2012 | 17 | ROK MLE | DSL Red Sox | — | 172 | 145 | 24 | 2 | 5 | 0 | 16 | 49 | 9 | 4 | 3 | 166 | 288 | 248 | 537 | 83 | 247 | 28 | 9 | 237 | 47 | — | — | — | — | — | — |
| 2012 | 17 | ROK RAW | DSL Red Sox | — | 172 | 138 | 35 | 3 | 8 | 0 | 23 | 40 | 9 | 4 | 3 | 254 | 394 | 391 | 785 | 138 | 354 | 23 | 13 | 356 | 47 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | GCL Red Sox | — | 165 | 143 | 18 | 3 | 3 | 0 | 14 | 59 | 4 | 9 | 6 | 126 | 224 | 189 | 412 | 63 | 207 | 36 | 8 | 189 | 14 | — | — | — | — | — | — |
| 2013 | 18 | ROK RAW | GCL Red Sox | — | 165 | 135 | 25 | 5 | 4 | 0 | 22 | 41 | 4 | 9 | 6 | 185 | 317 | 281 | 598 | 96 | 258 | 25 | 13 | 277 | 14 | — | — | — | — | — | — |
| 2015 | 20 | ROK MLE | Missoula Osprey | — | 207 | 191 | 40 | 5 | 1 | 4 | 11 | 65 | 1 | 8 | 6 | 209 | 256 | 309 | 565 | 99 | 295 | 31 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2015 | 20 | ROK RAW | Missoula Osprey | — | 207 | 183 | 55 | 8 | 2 | 6 | 19 | 45 | 1 | 8 | 6 | 301 | 369 | 464 | 834 | 164 | 371 | 22 | 9 | 364 | 57 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Kane County Cougars | — | 351 | 321 | 58 | 7 | 3 | 1 | 19 | 127 | 5 | 11 | 7 | 181 | 238 | 231 | 468 | 50 | 294 | 36 | 5 | 206 | 26 | — | — | — | — | — | — |
| 2016 | 21 | A RAW | Kane County Cougars | — | 351 | 311 | 66 | 9 | 3 | 1 | 28 | 96 | 5 | 11 | 7 | 212 | 287 | 270 | 557 | 58 | 302 | 27 | 8 | 255 | 26 | — | — | — | — | — | — |
| 2017 | 22 | A MLE | 2 teams | — | 127 | 115 | 21 | 4 | 1 | 0 | 6 | 42 | 3 | 5 | 3 | 183 | 242 | 235 | 477 | 52 | 288 | 33 | 5 | 204 | 24 | — | — | — | — | — | — |
| 2017 | 22 | A RAW | 2 teams | — | 127 | 112 | 24 | 5 | 1 | 0 | 9 | 31 | 3 | 5 | 3 | 214 | 290 | 277 | 567 | 63 | 296 | 24 | 7 | 258 | 24 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Visalia Rawhide | — | 179 | 163 | 25 | 6 | 0 | 0 | 8 | 60 | 2 | 6 | 3 | 153 | 202 | 190 | 392 | 37 | 243 | 34 | 4 | 174 | 4 | — | — | — | — | — | — |
| 2018 | 23 | A+ RAW | Visalia Rawhide | — | 179 | 158 | 28 | 8 | 0 | 0 | 12 | 46 | 2 | 6 | 3 | 177 | 243 | 228 | 471 | 51 | 250 | 26 | 7 | 213 | 4 | — | — | — | — | — | — |
| 2012 | 17 | ROK MLE | DSL Red Sox | — | 172 | 145 | 24 | 2 | 5 | 0 | 16 | 49 | 9 | 4 | 3 | 166 | 288 | 248 | 537 | 83 | 232 | 28 | 9 | 237 | 47 | — | — | — | — | — | — |
| 2013 | 18 | ROK MLE | GCL Red Sox | — | 165 | 146 | 18 | 3 | 3 | 0 | 14 | 59 | 4 | 9 | 6 | 123 | 224 | 185 | 409 | 62 | 197 | 36 | 8 | 189 | 14 | — | — | — | — | — | — |
| 2015 | 20 | ROK MLE | Missoula Osprey | — | 207 | 193 | 40 | 5 | 1 | 4 | 11 | 65 | 1 | 8 | 6 | 207 | 256 | 306 | 562 | 98 | 294 | 31 | 5 | 253 | 57 | — | — | — | — | — | — |
| 2016 | 21 | A MLE | Kane County Cougars | — | 351 | 324 | 58 | 7 | 3 | 1 | 19 | 127 | 5 | 11 | 7 | 179 | 238 | 228 | 466 | 49 | 284 | 36 | 5 | 206 | 26 | — | — | — | — | — | — |
| 2017 | 22 | A MLE | 2 teams | — | 127 | 117 | 21 | 4 | 1 | 0 | 6 | 42 | 3 | 5 | 3 | 179 | 242 | 231 | 473 | 51 | 269 | 33 | 5 | 204 | 24 | — | — | — | — | — | — |
| 2018 | 23 | A+ MLE | Visalia Rawhide | — | 179 | 167 | 25 | 6 | 0 | 0 | 8 | 60 | 2 | 6 | 3 | 150 | 202 | 186 | 388 | 36 | 229 | 34 | 4 | 174 | 4 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 1201 | 1078 | 186 | 27 | 13 | 5 | 74 | 402 | 24 | 43 | 28 | 173 | 241 | 236 | 477 | 63 | 268 | 33 | 6 | 211 | 29 | -101 | -3 | +0 | +13 | +26 | -6.6 | |
| / 162G | — | MLE | — | 650 | 583 | 101 | 15 | 7 | 3 | 40 | 218 | 13 | 23 | 15 | 173 | 242 | 238 | 481 | 65 | 268 | 34 | 6 | 211 | 29 | -55 | -1 | +0 | +7 | +14 | -3.6 | |
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 A+Visalia Rawhide · 179 PAwOBA .208 → .174 (−34)K% 25.7% → 33.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.70% | ÷1.029 | ×1.340 | — | — | 33.47% |
| BB% (unintentional) /PA | 6.70% | ÷1.008 | ×0.710 | — | ×0.988 | 4.66% |
| HBP% /PA | 1.12% | — | ×0.790 | — | ×0.988 | 0.87% |
| Singles /BIP | 17.86% | ÷0.978 | ×0.910 | ×1.043 | ×0.988 | 17.12% |
| Doubles /BIP | 7.14% | ÷1.051 | ×0.820 | ×1.043 | ×0.988 | 5.74% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.760 | ×1.043 | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.018 | ×0.920 | — | ×0.988 | 0.00% |
Factors used: league row CAL. Park (home-season share, regressed): HR 104, 1B 96, 2B 110, 3B 80, K 106, BB 102 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.043.
Result: wOBA .208 → .174; ISO .051 → .040; BABIP .250 → .229. 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 · 107 PAwOBA .234 → .186 (−48)K% 24.3% → 33.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.30% | ÷0.987 | ×1.360 | — | — | 33.47% |
| BB% (unintentional) /PA | 4.67% | ÷1.009 | ×0.690 | — | ×0.990 | 3.16% |
| HBP% /PA | 1.87% | — | ×0.780 | — | ×0.990 | 1.44% |
| Singles /BIP | 19.72% | ÷1.012 | ×0.920 | ×0.993 | ×0.990 | 17.62% |
| Doubles /BIP | 7.04% | ÷0.985 | ×0.830 | ×0.993 | ×0.990 | 5.83% |
| Triples /BIP | 1.41% | ÷0.977 | ×0.910 | ×0.993 | ×0.990 | 1.29% |
| Home runs /BIP | 0.00% | ÷0.899 | ×0.800 | — | ×0.990 | 0.00% |
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 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.993.
Result: wOBA .234 → .186; ISO .072 → .057; BABIP .282 → .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).
2017 AAJackson Generals · 20 PAwOBA .350 → .300 (−50)K% 25.0% → 31.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷0.983 | ×1.220 | — | — | 31.01% |
| BB% (unintentional) /PA | 20.00% | ÷0.987 | ×0.680 | — | ×1.027 | 14.15% |
| HBP% /PA | 5.00% | — | ×0.840 | — | ×1.027 | 4.31% |
| Singles /BIP | 40.00% | ÷0.980 | ×0.920 | — | ×1.027 | 38.58% |
| Doubles /BIP | 0.00% | ÷1.004 | ×0.910 | — | ×1.027 | 0.00% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.880 | — | ×1.027 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.985 | ×0.800 | — | ×1.027 | 0.00% |
Factors used: league row SL. Park (home-season share, regressed): HR 97, 1B 96, 2B 101, 3B 130, K 97, BB 97 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average).
Result: wOBA .350 → .300; ISO .000 → .000; BABIP .400 → .386. 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 AKane County Cougars · 351 PAwOBA .249 → .206 (−42)K% 27.4% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.35% | ÷1.029 | ×1.360 | — | — | 36.14% |
| BB% (unintentional) /PA | 7.69% | ÷0.995 | ×0.690 | — | — | 5.33% |
| HBP% /PA | 1.42% | — | ×0.780 | — | — | 1.11% |
| Singles /BIP | 24.65% | ÷0.988 | ×0.920 | ×1.025 | — | 23.53% |
| Doubles /BIP | 4.19% | ÷1.000 | ×0.830 | ×1.025 | — | 3.56% |
| Triples /BIP | 1.40% | ÷1.008 | ×0.910 | ×1.025 | — | 1.29% |
| Home runs /BIP | 0.47% | ÷0.975 | ×0.800 | — | — | 0.38% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 95, 1B 98, 2B 100, 3B 102, K 106, BB 99 — 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 ×1.025.
Result: wOBA .249 → .206; ISO .058 → .047; BABIP .302 → .284. 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 ROKMissoula Osprey · 207 PAwOBA .354 → .253 (−101)K% 21.7% → 31.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.74% | ÷1.000 | ×1.440 | — | — | 31.30% |
| BB% (unintentional) /PA | 9.18% | ÷1.000 | ×0.610 | — | ×0.985 | 5.52% |
| HBP% /PA | 0.48% | — | ×0.720 | — | ×0.985 | 0.34% |
| Singles /BIP | 28.26% | ÷1.000 | ×0.820 | ×1.018 | ×0.985 | 23.24% |
| Doubles /BIP | 5.80% | ÷1.000 | ×0.720 | ×1.018 | ×0.985 | 4.19% |
| Triples /BIP | 1.45% | ÷1.000 | ×0.720 | ×1.018 | ×0.985 | 1.05% |
| Home runs /BIP | 4.35% | ÷1.000 | ×0.750 | — | ×0.985 | 3.21% |
Factors used: league row PIO. 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 ×1.018.
Result: wOBA .354 → .253; ISO .164 → .113; BABIP .371 → .294. 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 ROKGCL Red Sox · 165 PAwOBA .276 → .189 (−86)K% 24.8% → 35.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.85% | ÷1.000 | ×1.440 | — | — | 35.78% |
| BB% (unintentional) /PA | 13.33% | ÷1.000 | ×0.620 | — | ×1.008 | 8.33% |
| HBP% /PA | 2.42% | — | ×0.720 | — | ×1.008 | 1.76% |
| Singles /BIP | 17.02% | ÷1.000 | ×0.820 | ×0.969 | ×1.008 | 13.63% |
| Doubles /BIP | 5.32% | ÷1.000 | ×0.720 | ×0.969 | ×1.008 | 3.74% |
| Triples /BIP | 4.26% | ÷1.000 | ×0.720 | ×0.969 | ×1.008 | 2.99% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×1.008 | 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 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 ×0.969.
Result: wOBA .276 → .189; ISO .096 → .064; BABIP .258 → .197. 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 Red Sox · 172 PAwOBA .350 → .237 (−112)K% 23.3% → 28.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.26% | ÷1.000 | ×1.220 | — | — | 28.37% |
| BB% (unintentional) /PA | 13.37% | ÷1.000 | ×0.700 | — | ×1.008 | 9.43% |
| HBP% /PA | 5.23% | — | ×0.700 | — | ×1.008 | 3.69% |
| Singles /BIP | 24.49% | ÷1.000 | ×0.680 | ×0.994 | ×1.008 | 16.67% |
| Doubles /BIP | 3.06% | ÷1.000 | ×0.600 | ×0.994 | ×1.008 | 1.84% |
| Triples /BIP | 8.16% | ÷1.000 | ×0.600 | ×0.994 | ×1.008 | 4.90% |
| Home runs /BIP | 0.00% | ÷1.000 | ×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): no park row on file (treated as neutral) — 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 ×0.994.
Result: wOBA .350 → .237; ISO .138 → .085; BABIP .354 → .232. 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).