Cole Roberts
SS Jersey Shore BlueClaws| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2023 | 22 | ROK/INTL2 orgs | 121 | .295/.368/.381 | 2 | 5 | 74 | — | .305/.369/.441 |
| 2024 | 23 | A+/AARI | 130 | .196/.297/.259 | 0 | 9 | 25 | — | .154/.227/.203 |
| 2025 | 24 | A+/APHI | 104 | .144/.245/.144 | 0 | 2 | -14 | — | .137/.196/.137 |
| 2027PROJMLE | 26 | MLBPHI | 200 | .212/.277/.307 | 3 | 4 | 65 | 0.0 | |
| 2028PROJ25% MLB | 27 | MLBPHI | 18 | .214/.279/.313 | 0 | 0 | 66 | -0.0 |
Tools · 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 | 22 | ROK | ACL D-backs Red | — | 68 | 55 | 22 | 3 | 0 | 2 | 9 | 7 | 1 | 4 | 1 | 400 | 492 | 564 | 1.056 | 164 | 408 | 10 | 13 | 447 | 125 | — | — | — | — | — | — |
| 2023 | 22 | INTL | RA12 | — | 53 | 50 | 9 | 0 | 0 | 0 | 1 | 10 | 1 | 1 | 0 | 180 | 212 | 180 | 392 | 225 | 19 | 2 | 181 | 8 | — | — | — | — | — | — | |
| 2024 | 23 | A+ | Hillsboro Hops | — | 34 | 26 | 5 | 0 | 0 | 0 | 7 | 7 | 0 | 1 | 0 | 192 | 364 | 192 | 556 | 250 | 21 | 21 | 277 | 30 | — | — | — | — | — | — | |
| 2024 | 23 | A | Visalia Rawhide | — | 96 | 86 | 17 | 3 | 2 | 0 | 9 | 22 | 0 | 8 | 2 | 198 | 274 | 279 | 553 | 81 | 266 | 23 | 9 | 252 | 23 | — | — | — | — | — | — |
| 2025 | 24 | A+ | Jersey Shore BlueClaws | — | 83 | 70 | 10 | 0 | 0 | 0 | 11 | 16 | 0 | 2 | 0 | 143 | 259 | 143 | 402 | 185 | 19 | 13 | 201 | -12 | — | — | — | — | — | — | |
| 2025 | 24 | A | Clearwater Threshers | — | 21 | 20 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 150 | 190 | 150 | 340 | 158 | 5 | 5 | 163 | -24 | — | — | — | — | — | — | |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 22 | ROK MLE | ACL D-backs Red | — | 68 | 59 | 18 | 2 | 0 | 2 | 5 | 10 | 1 | 4 | 1 | 305 | 369 | 441 | 810 | 136 | 308 | 15 | 7 | 353 | 125 | — | — | — | — | — | — |
| 2024 | 23 | A+ MLE | Hillsboro Hops | — | 34 | 28 | 4 | 0 | 0 | 0 | 5 | 10 | 0 | 1 | 0 | 143 | 273 | 143 | 416 | 215 | 29 | 15 | 213 | 30 | — | — | — | — | — | — | |
| 2024 | 23 | A MLE | Visalia Rawhide | — | 96 | 89 | 14 | 2 | 2 | 0 | 6 | 30 | 0 | 8 | 2 | 157 | 211 | 225 | 435 | 67 | 245 | 31 | 6 | 202 | 23 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | Jersey Shore BlueClaws | — | 83 | 75 | 10 | 0 | 0 | 0 | 6 | 21 | 0 | 2 | 0 | 133 | 198 | 133 | 331 | 171 | 25 | 7 | 151 | -12 | — | — | — | — | — | — | |
| 2025 | 24 | A MLE | Clearwater Threshers | — | 21 | 20 | 3 | 0 | 0 | 0 | 1 | 1 | 0 | 0 | 0 | 150 | 190 | 150 | 340 | 137 | 5 | 5 | 132 | -24 | — | — | — | — | — | — | |
| 2023 | 22 | ROK MLE | 2 teams | — | 121 | 106 | 32 | 4 | 0 | 3 | 9 | 18 | 2 | 5 | 1 | 302 | 368 | 425 | 792 | 123 | 330 | 15 | 7 | 353 | 125 | — | — | — | — | — | — |
| 2023 | 22 | ROK RAW | 2 teams | — | 121 | 105 | 31 | 3 | 0 | 2 | 10 | 17 | 2 | 5 | 1 | 295 | 368 | 381 | 748 | 86 | 326 | 14 | 8 | 330 | 125 | — | — | — | — | — | — |
| 2024 | 23 | A MLE | 2 teams | — | 130 | 117 | 19 | 2 | 2 | 0 | 11 | 39 | 0 | 9 | 2 | 162 | 234 | 214 | 448 | 51 | 241 | 30 | 8 | 205 | 25 | — | — | — | — | — | — |
| 2024 | 23 | A RAW | 2 teams | — | 130 | 112 | 22 | 3 | 2 | 0 | 16 | 29 | 0 | 9 | 2 | 196 | 297 | 259 | 556 | 63 | 262 | 22 | 12 | 259 | 25 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | 2 teams | — | 104 | 95 | 12 | 0 | 0 | 0 | 7 | 22 | 0 | 2 | 0 | 126 | 186 | 126 | 313 | 164 | 21 | 7 | 147 | -14 | — | — | — | — | — | — | |
| 2025 | 24 | A+ RAW | 2 teams | — | 104 | 90 | 13 | 0 | 0 | 0 | 12 | 17 | 0 | 2 | 0 | 144 | 245 | 144 | 390 | 178 | 16 | 12 | 194 | -14 | — | — | — | — | — | — | |
| 2023 | 22 | ROK MLE | 2 teams | — | 121 | 109 | 32 | 4 | 0 | 3 | 9 | 18 | 2 | 5 | 1 | 294 | 368 | 413 | 780 | 119 | 308 | 15 | 7 | 353 | 125 | — | — | — | — | — | — |
| 2024 | 23 | A MLE | 2 teams | — | 130 | 118 | 19 | 2 | 2 | 0 | 11 | 39 | 0 | 9 | 2 | 161 | 234 | 212 | 446 | 51 | 237 | 30 | 8 | 205 | 25 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | 2 teams | — | 104 | 96 | 12 | 0 | 0 | 0 | 7 | 22 | 0 | 2 | 0 | 125 | 186 | 125 | 311 | 164 | 21 | 7 | 147 | -14 | — | — | — | — | — | — | |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 23 | A MLE | 2 teams | — | 130 | 118 | 19 | 2 | 2 | 0 | 11 | 39 | 0 | 9 | 2 | 161 | 234 | 212 | 446 | 51 | 237 | 30 | 8 | 205 | 25 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | 2 teams | — | 104 | 96 | 12 | 0 | 0 | 0 | 7 | 22 | 0 | 2 | 0 | 125 | 186 | 125 | 311 | 164 | 21 | 7 | 147 | -14 | — | — | — | — | — | — | |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB MLE | PHI | 0% | 200 | 182 | 39 | 7 | 1 | 3 | 15 | 55 | 1 | 4 | 1 | 212 | 277 | 307 | 584 | 95 | 285 | 28 | 8 | 265 | 65 | -8 | +0 | +0 | +2 | +4 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 27 | MLB MLE | PHI | 25% | 73 | 67 | 13 | 2 | 0 | 1 | 5 | 20 | 1 | 1 | 0 | 213 | 278 | 309 | 587 | 97 | 285 | 27 | 7 | 266 | 66 | -3 | +0 | +0 | +1 | +2 | -0.0 |
| 2028 | 27 | MLB CTX | PHI | 25% | 18 | 17 | 4 | 1 | 0 | 0 | 1 | 5 | 0 | 0 | 0 | 214 | 279 | 313 | 592 | 99 | 285 | 28 | 6 | 268 | 66 | -1 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 18 | 17 | 4 | 1 | 0 | 0 | 1 | 5 | 0 | 0 | 0 | 235 | 278 | 294 | 572 | 59 | 333 | 28 | 6 | 268 | 52 | -1 | +0 | +0 | +0 | +0 | -0.0 | |
| / 162G | — | A+C | — | 650 | 614 | 144 | 36 | 0 | 0 | 36 | 181 | 0 | 0 | 0 | 235 | 277 | 293 | 570 | 59 | 333 | 28 | 6 | 268 | 52 | -26 | +0 | +0 | +7 | +14 | -0.5 | |
| Career | — | MLE | — | 475 | 429 | 86 | 10 | 2 | 5 | 35 | 112 | 3 | 18 | 3 | 200 | 266 | 268 | 534 | 68 | 256 | 24 | 7 | 245 | 52 | -5 | +0 | +0 | +1 | +3 | -0.1 | |
| / 162G | — | MLE | — | 650 | 587 | 118 | 14 | 3 | 7 | 48 | 153 | 4 | 25 | 4 | 201 | 266 | 271 | 536 | 70 | 257 | 24 | 7 | 245 | 52 | -26 | +2 | +0 | +7 | +14 | -0.3 | |
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.
2025 A+Jersey Shore BlueClaws · 83 PAwOBA .197 → .151 (−47)K% 19.3% → 25.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.28% | ÷1.002 | ×1.310 | — | — | 25.19% |
| BB% (unintentional) /PA | 13.25% | ÷1.093 | ×0.600 | — | ×0.978 | 7.12% |
| HBP% /PA | 0.00% | — | ×0.770 | — | ×0.978 | 0.00% |
| Singles /BIP | 18.52% | ÷0.966 | ×0.870 | ×1.047 | ×0.978 | 17.06% |
| Doubles /BIP | 0.00% | ÷1.073 | ×0.780 | ×1.047 | ×0.978 | 0.00% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | ×1.047 | ×0.978 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.045 | ×0.880 | — | ×0.978 | 0.00% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 109, 1B 93, 2B 115, 3B 130, K 100, BB 119 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.047.
Result: wOBA .197 → .151; ISO .000 → .000; BABIP .185 → .171. 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 AClearwater Threshers · 21 PAwOBA .159 → .132 (−27)K% 4.8% → 6.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 4.76% | ÷1.065 | ×1.360 | — | — | 6.08% |
| BB% (unintentional) /PA | 4.76% | ÷0.975 | ×0.690 | — | ×0.970 | 3.27% |
| HBP% /PA | 0.00% | — | ×0.780 | — | ×0.970 | 0.00% |
| Singles /BIP | 15.79% | ÷1.030 | ×0.920 | — | ×0.970 | 13.68% |
| Doubles /BIP | 0.00% | ÷0.975 | ×0.830 | — | ×0.970 | 0.00% |
| Triples /BIP | 0.00% | ÷0.923 | ×0.910 | — | ×0.970 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.083 | ×0.800 | — | ×0.970 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 117, 1B 106, 2B 95, 3B 85, K 113, BB 95 — applied at half strength. Age: age 25 vs a level average of 22.0 → −3.0% on BB/HBP/hit rates (3.0 yr older than average).
Result: wOBA .159 → .132; ISO .000 → .000; BABIP .158 → .137. 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 AVisalia Rawhide · 96 PAwOBA .246 → .202 (−44)K% 22.9% → 30.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.92% | ÷1.009 | ×1.360 | — | — | 30.88% |
| BB% (unintentional) /PA | 9.38% | ÷0.980 | ×0.690 | — | ×0.980 | 6.47% |
| HBP% /PA | 0.00% | — | ×0.780 | — | ×0.980 | 0.00% |
| Singles /BIP | 18.75% | ÷1.010 | ×0.920 | ×1.038 | ×0.980 | 17.38% |
| Doubles /BIP | 4.69% | ÷0.964 | ×0.830 | ×1.038 | ×0.980 | 4.11% |
| Triples /BIP | 3.12% | ÷0.965 | ×0.910 | ×1.038 | ×0.980 | 3.00% |
| Home runs /BIP | 0.00% | ÷1.102 | ×0.800 | — | ×0.980 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 120, 1B 102, 2B 93, 3B 93, K 102, BB 96 — applied at half strength. Age: age 24 vs a level average of 22.0 → −2.0% on BB/HBP/hit rates (2.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.038.
Result: wOBA .246 → .202; ISO .081 → .071; BABIP .266 → .245. 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+Hillsboro Hops · 34 PAwOBA .280 → .213 (−67)K% 20.6% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.59% | ÷0.964 | ×1.350 | — | — | 28.84% |
| BB% (unintentional) /PA | 20.59% | ÷1.086 | ×0.710 | — | ×0.988 | 13.30% |
| HBP% /PA | 0.00% | — | ×0.810 | — | ×0.988 | 0.00% |
| Singles /BIP | 26.32% | ÷1.049 | ×0.910 | — | ×0.988 | 22.55% |
| Doubles /BIP | 0.00% | ÷1.066 | ×0.830 | — | ×0.988 | 0.00% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.820 | — | ×0.988 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.875 | ×0.830 | — | ×0.988 | 0.00% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 75, 1B 110, 2B 113, 3B 130, K 93, BB 117 — 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).
Result: wOBA .280 → .213; ISO .000 → .000; BABIP .250 → .215. 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 ROKACL D-backs Red · 68 PAwOBA .456 → .353 (−103)K% 10.3% → 14.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.29% | ÷1.005 | ×1.440 | — | — | 14.75% |
| BB% (unintentional) /PA | 13.24% | ÷1.023 | ×0.620 | — | ×0.965 | 7.74% |
| HBP% /PA | 1.47% | — | ×0.720 | — | ×0.965 | 1.02% |
| Singles /BIP | 35.42% | ÷1.033 | ×0.820 | — | ×0.965 | 27.12% |
| Doubles /BIP | 6.25% | ÷0.987 | ×0.720 | — | ×0.965 | 4.40% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.720 | — | ×0.965 | 0.00% |
| Home runs /BIP | 4.17% | ÷0.918 | ×0.780 | — | ×0.965 | 3.42% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 107, 2B 97, 3B 130, K 101, BB 105 — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average).
Result: wOBA .456 → .353; ISO .164 → .139; BABIP .408 → .308. 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 — .