Alberto Rios
C Tri-City Dust Devils| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 22 | A+/INTL2 orgs | 246 | .266/.342/.353 | 3 | 4 | 82 | — | .217/.278/.255 |
| 2025 | 23 | A+/A2 orgs | 231 | .173/.272/.259 | 3 | 2 | 13 | — | .142/.219/.206 |
| 2026 | 24 | A+LAA | 90 | .288/.395/.356 | 1 | 1 | 70 | — | .247/.326/.312 |
| 2027PROJMLE | 25 | MLBLAA | 200 | .199/.270/.279 | 2 | 3 | 57 | 0.0 | |
| 2028PROJ30% MLB | 26 | MLBLAA | 30 | .201/.272/.288 | 0 | 0 | 61 | -0.0 |
Tools · ContractCON 30 / POW 35
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. Catcher framing: only 2027 Statcast framing is modeled (Baseball Savant server-caches the leaderboard to the current season); prior-year framing is unmodeled — projections for established framers may run 1-3 WAR low.
| 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 | 21 | A | Inland Empire 66ers | — | 145 | 127 | 23 | 4 | 2 | 3 | 14 | 37 | 2 | 7 | 2 | 181 | 273 | 315 | 588 | 134 | 225 | 26 | 10 | 266 | 29 | — | — | — | — | — | — |
| 2024 | 22 | A+ | Tri-City Dust Devils | — | 115 | 103 | 26 | 5 | 0 | 0 | 10 | 32 | 2 | 2 | 2 | 252 | 330 | 301 | 631 | 49 | 366 | 28 | 9 | 295 | 49 | — | — | — | — | — | — |
| 2024 | 22 | INTL | Sydney Blue Sox | — | 131 | 115 | 32 | 5 | 0 | 3 | 13 | 29 | 0 | 2 | 1 | 278 | 352 | 400 | 752 | 122 | 337 | 22 | 10 | 332 | 111 | — | — | — | — | — | — |
| 2025 | 23 | A+ | Tri-City Dust Devils | — | 73 | 62 | 6 | 1 | 0 | 0 | 8 | 16 | 1 | 0 | 0 | 97 | 211 | 113 | 324 | 16 | 130 | 22 | 11 | 166 | -24 | — | — | — | — | — | — |
| 2025 | 23 | A | Inland Empire 66ers | — | 158 | 135 | 28 | 3 | 2 | 3 | 16 | 40 | 2 | 2 | 0 | 207 | 301 | 326 | 627 | 119 | 269 | 25 | 10 | 279 | 30 | — | — | — | — | — | — |
| 2026 | 24 | A+ | Tri-City Dust Devils | — | 90 | 73 | 21 | 2 | 0 | 1 | 13 | 17 | 0 | 1 | 0 | 288 | 395 | 356 | 752 | 68 | 357 | 19 | 14 | 333 | 70 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 21 | A MLE | Inland Empire 66ers | — | 145 | 131 | 20 | 3 | 2 | 3 | 10 | 50 | 2 | 7 | 2 | 153 | 224 | 275 | 499 | 122 | 203 | 34 | 7 | 211 | 29 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | Tri-City Dust Devils | — | 115 | 106 | 23 | 4 | 0 | 0 | 7 | 42 | 2 | 2 | 2 | 217 | 278 | 255 | 533 | 38 | 358 | 37 | 6 | 241 | 49 | — | — | — | — | — | — |
| 2025 | 23 | A+ MLE | Tri-City Dust Devils | — | 73 | 64 | 6 | 1 | 0 | 0 | 6 | 21 | 1 | 0 | 0 | 94 | 183 | 109 | 292 | 16 | 121 | 29 | 8 | 133 | -24 | — | — | — | — | — | — |
| 2025 | 23 | A MLE | Inland Empire 66ers | — | 158 | 140 | 23 | 2 | 2 | 2 | 11 | 54 | 2 | 2 | 0 | 164 | 235 | 250 | 485 | 86 | 231 | 34 | 7 | 213 | 30 | — | — | — | — | — | — |
| 2026 | 24 | A+ MLE | Tri-City Dust Devils | — | 90 | 77 | 19 | 2 | 0 | 1 | 9 | 23 | 0 | 1 | 0 | 247 | 326 | 312 | 637 | 65 | 304 | 26 | 10 | 271 | 70 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | Inland Empire 66ers | — | 145 | 131 | 20 | 3 | 2 | 3 | 10 | 50 | 2 | 7 | 2 | 153 | 224 | 275 | 499 | 122 | 212 | 34 | 7 | 211 | 29 | — | — | — | — | — | — |
| 2023 | 21 | A RAW | Inland Empire 66ers | — | 145 | 127 | 23 | 4 | 2 | 3 | 14 | 37 | 2 | 7 | 2 | 181 | 273 | 315 | 588 | 134 | 225 | 26 | 10 | 266 | 29 | — | — | — | — | — | — |
| 2024 | 22 | INTL MLE | 2 teams | — | 246 | 226 | 49 | 9 | 0 | 0 | 15 | 91 | 2 | 4 | 3 | 217 | 272 | 257 | 528 | 40 | 355 | 37 | 6 | 241 | 49 | — | — | — | — | — | — |
| 2024 | 22 | INTL RAW | 2 teams | — | 246 | 218 | 58 | 10 | 0 | 3 | 23 | 61 | 2 | 4 | 3 | 266 | 342 | 353 | 695 | 87 | 350 | 25 | 9 | 314 | 49 | — | — | — | — | — | — |
| 2025 | 23 | A MLE | 2 teams | — | 231 | 204 | 28 | 3 | 2 | 2 | 17 | 75 | 3 | 2 | 0 | 137 | 214 | 201 | 415 | 64 | 203 | 32 | 7 | 188 | 13 | — | — | — | — | — | — |
| 2025 | 23 | A RAW | 2 teams | — | 231 | 197 | 34 | 4 | 2 | 3 | 24 | 56 | 3 | 2 | 0 | 173 | 272 | 259 | 531 | 86 | 223 | 24 | 10 | 243 | 13 | — | — | — | — | — | — |
| 2026 | 24 | A+ MLE | Tri-City Dust Devils | — | 90 | 77 | 19 | 2 | 0 | 1 | 9 | 23 | 0 | 1 | 0 | 247 | 326 | 312 | 637 | 65 | 333 | 26 | 10 | 271 | 70 | — | — | — | — | — | — |
| 2026 | 24 | A+ RAW | Tri-City Dust Devils | — | 90 | 73 | 21 | 2 | 0 | 1 | 13 | 17 | 0 | 1 | 0 | 288 | 395 | 356 | 752 | 68 | 357 | 19 | 14 | 333 | 70 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | Inland Empire 66ers | — | 145 | 132 | 20 | 3 | 2 | 3 | 10 | 50 | 2 | 7 | 2 | 152 | 224 | 273 | 497 | 121 | 203 | 34 | 7 | 211 | 29 | — | — | — | — | — | — |
| 2024 | 22 | INTL MLE | 2 teams | — | 246 | 227 | 49 | 9 | 0 | 0 | 15 | 91 | 2 | 4 | 3 | 216 | 272 | 256 | 527 | 40 | 358 | 37 | 6 | 241 | 49 | — | — | — | — | — | — |
| 2025 | 23 | A MLE | 2 teams | — | 231 | 209 | 28 | 3 | 2 | 2 | 17 | 75 | 3 | 2 | 0 | 134 | 214 | 196 | 410 | 62 | 196 | 32 | 7 | 188 | 13 | — | — | — | — | — | — |
| 2026 | 24 | A+ MLE | Tri-City Dust Devils | — | 90 | 81 | 19 | 2 | 0 | 1 | 9 | 23 | 0 | 1 | 0 | 235 | 326 | 296 | 622 | 62 | 304 | 26 | 10 | 271 | 70 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | INTL MLE | 2 teams | — | 246 | 227 | 49 | 9 | 0 | 0 | 15 | 91 | 2 | 4 | 3 | 216 | 272 | 256 | 527 | 40 | 358 | 37 | 6 | 241 | 49 | — | — | — | — | — | — |
| 2025 | 23 | A MLE | 2 teams | — | 231 | 209 | 28 | 3 | 2 | 2 | 17 | 75 | 3 | 2 | 0 | 134 | 214 | 196 | 410 | 62 | 196 | 32 | 7 | 188 | 13 | — | — | — | — | — | — |
| 2026 | 24 | A+ MLE | Tri-City Dust Devils | — | 90 | 81 | 19 | 2 | 0 | 1 | 9 | 23 | 0 | 1 | 0 | 235 | 326 | 296 | 622 | 62 | 304 | 26 | 10 | 271 | 70 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB MLE | LAA | 0% | 200 | 180 | 36 | 7 | 1 | 2 | 16 | 53 | 2 | 3 | 1 | 199 | 270 | 279 | 549 | 81 | 267 | 26 | 8 | 252 | 57 | -10 | +0 | +0 | +4 | +4 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 26 | MLB MLE | LAA | 30% | 101 | 91 | 17 | 3 | 0 | 1 | 8 | 27 | 1 | 1 | 0 | 202 | 273 | 291 | 564 | 88 | 268 | 27 | 8 | 258 | 61 | -5 | +0 | +0 | +2 | +2 | -0.1 |
| 2028 | 26 | MLB CTX | LAA | 30% | 30 | 28 | 5 | 1 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 201 | 272 | 288 | 561 | 88 | 266 | 27 | 7 | 257 | 61 | -1 | +0 | +0 | +1 | +1 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 30 | 28 | 5 | 1 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 179 | 233 | 214 | 448 | 36 | 250 | 27 | 7 | 257 | 40 | -1 | +0 | +0 | +1 | +1 | -0.0 | |
| / 162G | — | A+C | — | 650 | 607 | 109 | 22 | 0 | 0 | 43 | 173 | 0 | 0 | 0 | 180 | 234 | 216 | 450 | 36 | 251 | 27 | 7 | 257 | 40 | -30 | +0 | +0 | +12 | +14 | -0.5 | |
| Career | — | MLE | — | 873 | 783 | 144 | 22 | 4 | 8 | 64 | 282 | 9 | 16 | 5 | 184 | 254 | 253 | 506 | 69 | 271 | 32 | 7 | 228 | 40 | -8 | +0 | +0 | +3 | +3 | -0.1 | |
| / 162G | — | MLE | — | 650 | 583 | 107 | 16 | 3 | 6 | 48 | 210 | 7 | 12 | 4 | 184 | 254 | 252 | 506 | 69 | 271 | 32 | 7 | 228 | 40 | -32 | +2 | +0 | +12 | +14 | -0.4 | |
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 A+Tri-City Dust Devils · 90 PAwOBA .329 → .271 (−58)K% 18.9% → 25.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.89% | ÷1.000 | ×1.350 | — | — | 25.50% |
| BB% (unintentional) /PA | 14.44% | ÷1.000 | ×0.710 | — | ×0.988 | 10.13% |
| HBP% /PA | 0.00% | — | ×0.810 | — | ×0.988 | 0.00% |
| Singles /BIP | 32.14% | ÷1.000 | ×0.910 | ×0.959 | ×0.988 | 27.72% |
| Doubles /BIP | 3.57% | ÷1.000 | ×0.830 | ×0.959 | ×0.988 | 2.81% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.820 | ×0.959 | ×0.988 | 0.00% |
| Home runs /BIP | 1.79% | ÷1.000 | ×0.830 | — | ×0.988 | 1.46% |
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 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 ×0.959.
Result: wOBA .329 → .271; ISO .068 → .057; BABIP .357 → .304. 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 AInland Empire 66ers · 158 PAwOBA .274 → .213 (−60)K% 25.3% → 34.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.32% | ÷1.008 | ×1.360 | — | — | 34.14% |
| BB% (unintentional) /PA | 10.13% | ÷1.011 | ×0.690 | — | ×0.990 | 6.84% |
| HBP% /PA | 1.27% | — | ×0.780 | — | ×0.990 | 0.98% |
| Singles /BIP | 21.05% | ÷1.066 | ×0.920 | ×1.023 | ×0.990 | 18.39% |
| Doubles /BIP | 3.16% | ÷1.065 | ×0.830 | ×1.023 | ×0.990 | 2.49% |
| Triples /BIP | 2.11% | ÷0.997 | ×0.910 | ×1.023 | ×0.990 | 1.95% |
| Home runs /BIP | 3.16% | ÷1.036 | ×0.800 | — | ×0.990 | 2.41% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 107, 1B 113, 2B 113, 3B 99, K 102, 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 ×1.023.
Result: wOBA .274 → .213; ISO .119 → .093; BABIP .269 → .231. 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 A+Tri-City Dust Devils · 73 PAwOBA .163 → .133 (−30)K% 21.9% → 29.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.92% | ÷1.019 | ×1.350 | — | — | 29.03% |
| BB% (unintentional) /PA | 10.96% | ÷0.975 | ×0.710 | — | ×0.998 | 7.97% |
| HBP% /PA | 1.37% | — | ×0.810 | — | ×0.998 | 1.11% |
| Singles /BIP | 10.87% | ÷1.019 | ×0.910 | ×1.050 | ×0.998 | 10.17% |
| Doubles /BIP | 2.17% | ÷0.975 | ×0.830 | ×1.050 | ×0.998 | 1.94% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.820 | ×1.050 | ×0.998 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.830 | — | ×0.998 | 0.00% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 100, 1B 104, 2B 95, 3B 80, K 104, BB 95 — 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 .163 → .133; ISO .016 → .014; BABIP .130 → .121. 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 A+Tri-City Dust Devils · 115 PAwOBA .287 → .241 (−47)K% 27.8% → 36.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.83% | ÷1.018 | ×1.350 | — | — | 36.89% |
| BB% (unintentional) /PA | 8.70% | ÷1.018 | ×0.710 | — | ×1.012 | 6.14% |
| HBP% /PA | 1.74% | — | ×0.810 | — | ×1.012 | 1.43% |
| Singles /BIP | 29.58% | ÷0.969 | ×0.910 | ×1.043 | ×1.012 | 29.32% |
| Doubles /BIP | 7.04% | ÷0.950 | ×0.830 | ×1.043 | ×1.012 | 6.49% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.820 | ×1.043 | ×1.012 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.916 | ×0.830 | — | ×1.012 | 0.00% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 83, 1B 94, 2B 90, 3B 130, K 104, BB 104 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.043.
Result: wOBA .287 → .241; ISO .049 → .040; BABIP .366 → .358. 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 AInland Empire 66ers · 145 PAwOBA .263 → .211 (−52)K% 25.5% → 34.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.52% | ÷1.000 | ×1.360 | — | — | 34.69% |
| BB% (unintentional) /PA | 9.66% | ÷0.970 | ×0.690 | — | ×1.015 | 6.97% |
| HBP% /PA | 1.38% | — | ×0.780 | — | ×1.015 | 1.09% |
| Singles /BIP | 15.56% | ÷1.026 | ×0.920 | ×1.021 | ×1.015 | 14.45% |
| Doubles /BIP | 4.44% | ÷1.016 | ×0.830 | ×1.021 | ×1.015 | 3.76% |
| Triples /BIP | 2.22% | ÷1.049 | ×0.910 | ×1.021 | ×1.015 | 2.00% |
| Home runs /BIP | 3.33% | ÷0.897 | ×0.800 | — | ×1.015 | 3.02% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 79, 1B 105, 2B 103, 3B 110, K 100, BB 94 — 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 ×1.021.
Result: wOBA .263 → .211; ISO .134 → .110; BABIP .225 → .203. 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 — .