Kai Roberts
CF San Antonio Missions| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 23 | ASD | 117 | .340/.421/.470 | 1 | 14 | 97 | — | .279/.342/.385 |
| 2025 | 24 | A+/ROKSD | 364 | .227/.358/.305 | 5 | 35 | 53 | — | .195/.296/.254 |
| 2026 | 25 | AASD | 331 | .200/.298/.282 | 5 | 43 | 36 | — | .180/.257/.246 |
| 2027PROJMLE | 26 | MLBSD | 3 | .169/.250/.232 | 0 | 0 | 41 | -0.0 | |
| 2028PROJ27% MLB | 27 | MLBSD | 45 | .171/.252/.238 | 1 | 2 | 43 | -0.2 |
Tools · ContractCON 30 / POW 25
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) | |||||||||||||||||||||||||||||||
| 2024 | 23 | A | Lake Elsinore Storm | — | 117 | 100 | 34 | 6 | 2 | 1 | 13 | 27 | 1 | 14 | 0 | 340 | 421 | 470 | 891 | 130 | 446 | 23 | 11 | 388 | 97 | — | — | — | — | — | — |
| 2025 | 24 | A+ | Fort Wayne TinCaps | — | 342 | 280 | 59 | 3 | 1 | 4 | 47 | 97 | 7 | 30 | 7 | 211 | 338 | 271 | 610 | 61 | 302 | 28 | 14 | 286 | 44 | — | — | — | — | — | — |
| 2025 | 24 | ROK | ACL Padres | — | 22 | 15 | 8 | 3 | 0 | 1 | 6 | 5 | 0 | 5 | 0 | 533 | 667 | 933 | 1.600 | 400 | 778 | 23 | 27 | 625 | 195 | — | — | — | — | — | — |
| 2026 | 25 | AA | San Antonio Missions | — | 331 | 280 | 56 | 6 | 1 | 5 | 32 | 112 | 7 | 43 | 3 | 200 | 298 | 282 | 580 | 82 | 309 | 34 | 10 | 263 | 36 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2024 | 23 | A MLE | Lake Elsinore Storm | — | 117 | 104 | 29 | 4 | 2 | 1 | 9 | 37 | 1 | 14 | 0 | 279 | 342 | 385 | 727 | 106 | 391 | 32 | 8 | 312 | 97 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | Fort Wayne TinCaps | — | 342 | 293 | 53 | 2 | 1 | 3 | 34 | 124 | 7 | 30 | 7 | 181 | 281 | 225 | 507 | 44 | 280 | 36 | 10 | 233 | 44 | — | — | — | — | — | — |
| 2025 | 24 | ROK MLE | ACL Padres | — | 22 | 17 | 7 | 2 | 0 | 1 | 4 | 7 | 0 | 5 | 0 | 412 | 524 | 706 | 1.230 | 294 | 548 | 32 | 18 | 456 | 195 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | San Antonio Missions | — | 331 | 289 | 52 | 5 | 1 | 4 | 23 | 137 | 7 | 43 | 3 | 180 | 257 | 246 | 503 | 66 | 293 | 41 | 7 | 221 | 36 | — | — | — | — | — | — |
| 2024 | 23 | A MLE | Lake Elsinore Storm | — | 117 | 104 | 29 | 4 | 2 | 1 | 9 | 37 | 1 | 14 | 0 | 279 | 342 | 385 | 727 | 106 | 412 | 32 | 8 | 312 | 97 | — | — | — | — | — | — |
| 2024 | 23 | A RAW | Lake Elsinore Storm | — | 117 | 100 | 34 | 6 | 2 | 1 | 13 | 27 | 1 | 14 | 0 | 340 | 421 | 470 | 891 | 130 | 446 | 23 | 11 | 388 | 97 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | 2 teams | — | 364 | 311 | 60 | 5 | 1 | 4 | 37 | 132 | 7 | 35 | 7 | 193 | 293 | 254 | 547 | 61 | 315 | 36 | 10 | 246 | 53 | — | — | — | — | — | — |
| 2025 | 24 | A+ RAW | 2 teams | — | 364 | 295 | 67 | 6 | 1 | 5 | 53 | 102 | 7 | 35 | 7 | 227 | 358 | 305 | 663 | 78 | 325 | 28 | 15 | 307 | 53 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | San Antonio Missions | — | 331 | 289 | 52 | 5 | 1 | 4 | 23 | 137 | 7 | 43 | 3 | 180 | 257 | 246 | 503 | 66 | 320 | 41 | 7 | 221 | 36 | — | — | — | — | — | — |
| 2026 | 25 | AA RAW | San Antonio Missions | — | 331 | 280 | 56 | 6 | 1 | 5 | 32 | 112 | 7 | 43 | 3 | 200 | 298 | 282 | 580 | 82 | 309 | 34 | 10 | 263 | 36 | — | — | — | — | — | — |
| 2024 | 23 | A MLE | Lake Elsinore Storm | — | 117 | 106 | 29 | 4 | 2 | 1 | 9 | 37 | 1 | 14 | 0 | 274 | 342 | 377 | 719 | 104 | 391 | 32 | 8 | 312 | 97 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | 2 teams | — | 364 | 317 | 60 | 5 | 1 | 4 | 37 | 132 | 7 | 35 | 7 | 189 | 293 | 249 | 542 | 60 | 296 | 36 | 10 | 246 | 53 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | San Antonio Missions | — | 331 | 298 | 52 | 5 | 1 | 4 | 23 | 137 | 7 | 43 | 3 | 174 | 257 | 238 | 495 | 64 | 293 | 41 | 7 | 221 | 36 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 23 | A MLE | Lake Elsinore Storm | — | 117 | 106 | 29 | 4 | 2 | 1 | 9 | 37 | 1 | 14 | 0 | 274 | 342 | 377 | 719 | 104 | 391 | 32 | 8 | 312 | 97 | — | — | — | — | — | — |
| 2025 | 24 | A+ MLE | 2 teams | — | 364 | 317 | 60 | 5 | 1 | 4 | 37 | 132 | 7 | 35 | 7 | 189 | 293 | 249 | 542 | 60 | 296 | 36 | 10 | 246 | 53 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | San Antonio Missions | — | 331 | 298 | 52 | 5 | 1 | 4 | 23 | 137 | 7 | 43 | 3 | 174 | 257 | 238 | 495 | 64 | 293 | 41 | 7 | 221 | 36 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB MLE | SD | 2% | 380 | 340 | 58 | 7 | 1 | 4 | 31 | 144 | 6 | 21 | 3 | 171 | 252 | 235 | 487 | 64 | 277 | 38 | 8 | 229 | 41 | -27 | +3 | +0 | +1 | +8 | -0.6 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB CTX | SD | 2% | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 169 | 250 | 232 | 482 | 64 | 273 | 33 | 0 | 227 | 41 | -0 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 27 | MLB MLE | SD | 27% | 167 | 148 | 26 | 3 | 1 | 2 | 14 | 62 | 3 | 7 | 1 | 173 | 254 | 241 | 495 | 68 | 277 | 37 | 8 | 232 | 43 | -11 | +1 | +0 | +1 | +4 | -0.6 |
| 2028 | 27 | MLB CTX | SD | 27% | 45 | 40 | 7 | 1 | 0 | 1 | 4 | 17 | 1 | 2 | 0 | 171 | 252 | 238 | 491 | 67 | 273 | 38 | 9 | 230 | 43 | -3 | +0 | +0 | +0 | +1 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 45 | 40 | 7 | 1 | 0 | 1 | 4 | 17 | 1 | 2 | 0 | 175 | 267 | 275 | 542 | 100 | 273 | 38 | 9 | 230 | 49 | -3 | +0 | +0 | +0 | +1 | -0.2 | |
| / 162G | — | A+C | — | 650 | 578 | 100 | 14 | 0 | 14 | 58 | 246 | 14 | 29 | 0 | 173 | 265 | 270 | 535 | 97 | 270 | 38 | 9 | 230 | 49 | -44 | +6 | +0 | +2 | +14 | -2.2 | |
| Career | — | MLE | — | 1134 | 990 | 191 | 20 | 5 | 13 | 96 | 427 | 21 | 107 | 12 | 193 | 278 | 263 | 541 | 70 | 318 | 38 | 8 | 241 | 49 | -22 | +2 | +0 | +1 | +7 | -1.2 | |
| / 162G | — | MLE | — | 650 | 567 | 109 | 11 | 3 | 7 | 55 | 245 | 12 | 61 | 7 | 192 | 277 | 259 | 536 | 67 | 319 | 38 | 8 | 241 | 49 | -45 | +4 | +0 | +2 | +14 | -2.4 | |
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 AASan Antonio Missions · 331 PAwOBA .258 → .221 (−37)K% 33.8% → 41.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 33.84% | ÷1.000 | ×1.220 | — | — | 41.28% |
| BB% (unintentional) /PA | 9.67% | ÷1.000 | ×0.700 | — | ×0.998 | 6.75% |
| HBP% /PA | 2.11% | — | ×0.870 | — | ×0.998 | 1.84% |
| Singles /BIP | 26.19% | ÷1.000 | ×0.920 | ×1.050 | ×0.998 | 25.25% |
| Doubles /BIP | 3.57% | ÷1.000 | ×0.840 | ×1.050 | ×0.998 | 3.14% |
| Triples /BIP | 0.60% | ÷1.000 | ×0.940 | ×1.050 | ×0.998 | 0.59% |
| Home runs /BIP | 2.98% | ÷1.000 | ×0.800 | — | ×0.998 | 2.38% |
Factors used: league row TL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 25 vs a level average of 24.8 → −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 .258 → .221; ISO .082 → .068; BABIP .309 → .293. 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+Fort Wayne TinCaps · 342 PAwOBA .282 → .233 (−49)K% 28.4% → 36.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.36% | ÷0.989 | ×1.270 | — | — | 36.43% |
| BB% (unintentional) /PA | 13.74% | ÷0.984 | ×0.710 | — | ×0.988 | 9.80% |
| HBP% /PA | 2.05% | — | ×0.790 | — | ×0.988 | 1.60% |
| Singles /BIP | 27.87% | ÷1.013 | ×0.920 | ×1.050 | ×0.988 | 26.27% |
| Doubles /BIP | 1.64% | ÷1.071 | ×0.810 | ×1.050 | ×0.988 | 1.29% |
| Triples /BIP | 0.55% | ÷1.120 | ×0.850 | ×1.050 | ×0.988 | 0.43% |
| Home runs /BIP | 2.19% | ÷0.941 | ×0.800 | — | ×0.988 | 1.84% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 88, 1B 103, 2B 114, 3B 124, K 98, BB 97 — 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 ×1.050.
Result: wOBA .282 → .233; ISO .061 → .049; BABIP .302 → .280. 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 Padres · 22 PAwOBA .609 → .456 (−153)K% 22.7% → 32.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.73% | ÷1.023 | ×1.440 | — | — | 32.00% |
| BB% (unintentional) /PA | 27.27% | ÷0.990 | ×0.620 | — | ×0.955 | 16.31% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.955 | 0.00% |
| Singles /BIP | 40.00% | ÷1.010 | ×0.820 | — | ×0.955 | 31.00% |
| Doubles /BIP | 30.00% | ÷1.045 | ×0.720 | — | ×0.955 | 19.75% |
| Triples /BIP | 0.00% | ÷1.018 | ×0.720 | — | ×0.955 | 0.00% |
| Home runs /BIP | 10.00% | ÷1.018 | ×0.780 | — | ×0.955 | 7.32% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 104, 1B 102, 2B 109, 3B 104, K 105, BB 98 — applied at half strength. Age: age 24 vs a level average of 19.5 → −4.5% on BB/HBP/hit rates (4.5 yr older than average).
Result: wOBA .609 → .456; ISO .400 → .316; BABIP .778 → .548. 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 ALake Elsinore Storm · 117 PAwOBA .385 → .312 (−74)K% 23.1% → 31.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.08% | ÷1.002 | ×1.360 | — | — | 31.33% |
| BB% (unintentional) /PA | 11.11% | ÷0.972 | ×0.690 | — | ×0.990 | 7.81% |
| HBP% /PA | 0.85% | — | ×0.780 | — | ×0.990 | 0.66% |
| Singles /BIP | 34.25% | ÷1.036 | ×0.920 | ×1.034 | ×0.990 | 31.14% |
| Doubles /BIP | 8.22% | ÷1.108 | ×0.830 | ×1.034 | ×0.990 | 6.30% |
| Triples /BIP | 2.74% | ÷1.108 | ×0.910 | ×1.034 | ×0.990 | 2.30% |
| Home runs /BIP | 1.37% | ÷0.953 | ×0.800 | — | ×0.990 | 1.14% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 91, 1B 107, 2B 122, 3B 122, K 100, BB 94 — 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 ×1.034.
Result: wOBA .385 → .312; ISO .130 → .101; BABIP .446 → .391. 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).