Arol Vera
SS Salt Lake Bees| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 21 | AA/A+LAA | 399 | .181/.251/.233 | 2 | 3 | 11 | — | .157/.210/.203 |
| 2025 | 22 | AA/A+LAA | 325 | .211/.300/.338 | 6 | 2 | 43 | — | .177/.246/.283 |
| 2026 | 23 | AAALAA | 147 | .211/.281/.278 | 0 | 1 | 40 | — | .199/.253/.257 |
| 2027PROJ10% MLB | 24 | MLBLAA | 11 | .184/.240/.255 | 0 | 0 | 41 | -0.0 | |
| 2028PROJ35% MLB | 25 | MLBLAA | 65 | .190/.247/.274 | 1 | 1 | 48 | -0.2 |
Tools · ContractCON 40 / POW 40
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) | |||||||||||||||||||||||||||||||
| 2021 | 18 | A | Inland Empire 66ers | — | 90 | 82 | 23 | 0 | 0 | 0 | 6 | 20 | 2 | 9 | 2 | 280 | 344 | 280 | 625 | 371 | 22 | 7 | 294 | 55 | — | — | — | — | — | — | |
| 2021 | 18 | ROK | ACL Angels | — | 164 | 145 | 46 | 16 | 3 | 0 | 12 | 39 | 5 | 2 | 2 | 317 | 389 | 469 | 858 | 152 | 426 | 24 | 7 | 377 | 64 | — | — | — | — | — | — |
| 2022 | 19 | A | Inland Empire 66ers | — | 551 | 487 | 101 | 16 | 4 | 4 | 53 | 149 | 6 | 19 | 7 | 207 | 293 | 281 | 574 | 74 | 287 | 27 | 10 | 266 | 27 | — | — | — | — | — | — |
| 2023 | 20 | AA | Rocket City Trash Pandas | — | 60 | 56 | 16 | 1 | 0 | 2 | 1 | 10 | 1 | 2 | 0 | 286 | 310 | 411 | 721 | 125 | 304 | 17 | 2 | 311 | 96 | — | — | — | — | — | — |
| 2023 | 20 | A+ | Tri-City Dust Devils | — | 491 | 438 | 101 | 16 | 2 | 3 | 34 | 128 | 4 | 10 | 5 | 231 | 292 | 297 | 589 | 66 | 311 | 26 | 7 | 263 | 46 | — | — | — | — | — | — |
| 2024 | 21 | AA | Rocket City Trash Pandas | — | 277 | 251 | 43 | 10 | 0 | 1 | 19 | 84 | 2 | 1 | 5 | 171 | 235 | 223 | 458 | 52 | 250 | 30 | 7 | 212 | 3 | — | — | — | — | — | — |
| 2024 | 21 | A+ | Tri-City Dust Devils | — | 122 | 109 | 22 | 3 | 0 | 1 | 12 | 31 | 1 | 2 | 0 | 202 | 287 | 257 | 544 | 55 | 273 | 25 | 10 | 257 | 28 | — | — | — | — | — | — |
| 2025 | 22 | AA | Rocket City Trash Pandas | — | 95 | 84 | 14 | 4 | 0 | 1 | 3 | 27 | 3 | 0 | 0 | 167 | 222 | 250 | 472 | 83 | 224 | 28 | 3 | 207 | 9 | — | — | — | — | — | — |
| 2025 | 22 | A+ | Tri-City Dust Devils | — | 230 | 200 | 46 | 10 | 2 | 5 | 27 | 47 | 3 | 2 | 0 | 230 | 330 | 375 | 705 | 145 | 277 | 20 | 12 | 321 | 57 | — | — | — | — | — | — |
| 2026 | 23 | AAA | Salt Lake Bees | — | 147 | 133 | 28 | 7 | 1 | 0 | 11 | 39 | 2 | 1 | 1 | 211 | 281 | 278 | 559 | 68 | 298 | 27 | 7 | 257 | 40 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 18 | A MLE | Inland Empire 66ers | — | 90 | 84 | 21 | 0 | 0 | 0 | 4 | 28 | 2 | 9 | 2 | 250 | 300 | 250 | 550 | 372 | 31 | 4 | 250 | 55 | — | — | — | — | — | — | |
| 2021 | 18 | ROK MLE | ACL Angels | — | 164 | 149 | 33 | 10 | 2 | 0 | 8 | 56 | 5 | 2 | 2 | 221 | 284 | 315 | 599 | 94 | 341 | 34 | 5 | 263 | 64 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Inland Empire 66ers | — | 551 | 502 | 82 | 12 | 3 | 3 | 38 | 204 | 6 | 19 | 7 | 163 | 231 | 217 | 448 | 54 | 263 | 37 | 7 | 208 | 27 | — | — | — | — | — | — |
| 2023 | 20 | AA MLE | Rocket City Trash Pandas | — | 60 | 56 | 17 | 1 | 0 | 2 | 1 | 12 | 1 | 2 | 0 | 304 | 328 | 429 | 756 | 125 | 313 | 20 | 2 | 310 | 96 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Tri-City Dust Devils | — | 491 | 448 | 96 | 15 | 1 | 2 | 24 | 164 | 4 | 10 | 5 | 214 | 261 | 266 | 526 | 51 | 310 | 33 | 5 | 236 | 46 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Rocket City Trash Pandas | — | 277 | 256 | 37 | 8 | 0 | 1 | 14 | 105 | 2 | 1 | 5 | 145 | 195 | 188 | 382 | 43 | 232 | 38 | 5 | 173 | 3 | — | — | — | — | — | — |
| 2024 | 21 | A+ MLE | Tri-City Dust Devils | — | 122 | 113 | 21 | 3 | 0 | 1 | 8 | 41 | 1 | 2 | 0 | 186 | 246 | 239 | 485 | 53 | 268 | 34 | 7 | 210 | 28 | — | — | — | — | — | — |
| 2025 | 22 | AA MLE | Rocket City Trash Pandas | — | 95 | 85 | 13 | 4 | 0 | 1 | 2 | 33 | 3 | 0 | 0 | 153 | 200 | 235 | 435 | 82 | 203 | 35 | 2 | 182 | 9 | — | — | — | — | — | — |
| 2025 | 22 | A+ MLE | Tri-City Dust Devils | — | 230 | 208 | 39 | 8 | 2 | 4 | 19 | 62 | 3 | 2 | 0 | 188 | 265 | 303 | 568 | 115 | 245 | 27 | 8 | 252 | 57 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Salt Lake Bees | — | 147 | 136 | 27 | 6 | 1 | 0 | 8 | 47 | 2 | 1 | 1 | 199 | 253 | 257 | 511 | 59 | 297 | 32 | 5 | 228 | 40 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | 2 teams | — | 254 | 233 | 54 | 10 | 2 | 0 | 12 | 84 | 7 | 11 | 4 | 232 | 290 | 292 | 582 | 60 | 358 | 33 | 5 | 258 | 61 | — | — | — | — | — | — |
| 2021 | 18 | ROK RAW | 2 teams | — | 254 | 227 | 69 | 16 | 3 | 0 | 18 | 59 | 7 | 11 | 4 | 304 | 373 | 401 | 774 | 97 | 406 | 23 | 7 | 348 | 61 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Inland Empire 66ers | — | 551 | 502 | 82 | 12 | 3 | 3 | 38 | 204 | 6 | 19 | 7 | 163 | 231 | 217 | 448 | 54 | 264 | 37 | 7 | 208 | 27 | — | — | — | — | — | — |
| 2022 | 19 | A RAW | Inland Empire 66ers | — | 551 | 487 | 101 | 16 | 4 | 4 | 53 | 149 | 6 | 19 | 7 | 207 | 293 | 281 | 574 | 74 | 287 | 27 | 10 | 266 | 27 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | 2 teams | — | 551 | 504 | 112 | 16 | 1 | 4 | 25 | 176 | 5 | 12 | 5 | 222 | 266 | 282 | 548 | 60 | 323 | 32 | 5 | 244 | 51 | — | — | — | — | — | — |
| 2023 | 20 | A+ RAW | 2 teams | — | 551 | 494 | 117 | 17 | 2 | 5 | 35 | 138 | 5 | 12 | 5 | 237 | 294 | 310 | 604 | 73 | 310 | 25 | 6 | 268 | 51 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | 2 teams | — | 399 | 369 | 58 | 11 | 0 | 2 | 22 | 146 | 3 | 3 | 5 | 157 | 211 | 203 | 414 | 46 | 251 | 37 | 6 | 184 | 11 | — | — | — | — | — | — |
| 2024 | 21 | AA RAW | 2 teams | — | 399 | 360 | 65 | 13 | 0 | 2 | 31 | 115 | 3 | 3 | 5 | 181 | 251 | 233 | 485 | 53 | 257 | 29 | 8 | 225 | 11 | — | — | — | — | — | — |
| 2025 | 22 | A+ MLE | 2 teams | — | 325 | 293 | 52 | 12 | 2 | 5 | 21 | 95 | 6 | 2 | 0 | 177 | 247 | 283 | 530 | 106 | 241 | 29 | 6 | 232 | 43 | — | — | — | — | — | — |
| 2025 | 22 | A+ RAW | 2 teams | — | 325 | 284 | 60 | 14 | 2 | 6 | 30 | 74 | 6 | 2 | 0 | 211 | 300 | 338 | 638 | 127 | 262 | 23 | 9 | 287 | 43 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Salt Lake Bees | — | 147 | 136 | 27 | 6 | 1 | 0 | 8 | 47 | 2 | 1 | 1 | 199 | 253 | 257 | 511 | 59 | 303 | 32 | 5 | 228 | 40 | — | — | — | — | — | — |
| 2026 | 23 | AAA RAW | Salt Lake Bees | — | 147 | 133 | 28 | 7 | 1 | 0 | 11 | 39 | 2 | 1 | 1 | 211 | 281 | 278 | 559 | 68 | 298 | 27 | 7 | 257 | 40 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | 2 teams | — | 254 | 233 | 54 | 10 | 2 | 0 | 12 | 84 | 7 | 11 | 4 | 232 | 290 | 292 | 582 | 60 | 352 | 33 | 5 | 258 | 61 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Inland Empire 66ers | — | 551 | 502 | 82 | 12 | 3 | 3 | 38 | 204 | 6 | 19 | 7 | 163 | 231 | 217 | 448 | 54 | 263 | 37 | 7 | 208 | 27 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | 2 teams | — | 551 | 516 | 112 | 16 | 1 | 4 | 25 | 176 | 5 | 12 | 5 | 217 | 266 | 275 | 541 | 58 | 310 | 32 | 5 | 244 | 51 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | 2 teams | — | 399 | 371 | 58 | 11 | 0 | 2 | 22 | 146 | 3 | 3 | 5 | 156 | 211 | 202 | 413 | 46 | 243 | 37 | 6 | 184 | 11 | — | — | — | — | — | — |
| 2025 | 22 | A+ MLE | 2 teams | — | 325 | 295 | 52 | 12 | 2 | 5 | 21 | 95 | 6 | 2 | 0 | 176 | 247 | 281 | 528 | 105 | 233 | 29 | 6 | 232 | 43 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Salt Lake Bees | — | 147 | 136 | 27 | 6 | 1 | 0 | 8 | 47 | 2 | 1 | 1 | 199 | 253 | 257 | 511 | 59 | 297 | 32 | 5 | 228 | 40 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 21 | AA MLE | 2 teams | — | 399 | 371 | 58 | 11 | 0 | 2 | 22 | 146 | 3 | 3 | 5 | 156 | 211 | 202 | 413 | 46 | 243 | 37 | 6 | 184 | 11 | — | — | — | — | — | — |
| 2025 | 22 | A+ MLE | 2 teams | — | 325 | 295 | 52 | 12 | 2 | 5 | 21 | 95 | 6 | 2 | 0 | 176 | 247 | 281 | 528 | 105 | 233 | 29 | 6 | 232 | 43 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | Salt Lake Bees | — | 147 | 136 | 27 | 6 | 1 | 0 | 8 | 47 | 2 | 1 | 1 | 199 | 253 | 257 | 511 | 59 | 297 | 32 | 5 | 228 | 40 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB MLE | LAA | 10% | 200 | 184 | 34 | 8 | 1 | 1 | 11 | 59 | 3 | 2 | 1 | 186 | 241 | 258 | 500 | 73 | 263 | 30 | 6 | 228 | 41 | -14 | +0 | +0 | +2 | +4 | -0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB CTX | LAA | 10% | 11 | 10 | 1 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 184 | 240 | 255 | 495 | 71 | 260 | 27 | 9 | 227 | 41 | -1 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 25 | MLB MLE | LAA | 35% | 188 | 173 | 33 | 7 | 1 | 2 | 11 | 55 | 2 | 2 | 1 | 191 | 248 | 277 | 525 | 85 | 265 | 29 | 6 | 239 | 48 | -12 | +0 | +0 | +2 | +4 | -0.6 |
| 2028 | 25 | MLB CTX | LAA | 35% | 65 | 60 | 11 | 2 | 0 | 1 | 4 | 19 | 1 | 1 | 0 | 190 | 247 | 274 | 521 | 84 | 262 | 29 | 6 | 237 | 48 | -4 | +0 | +0 | +1 | +1 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 65 | 60 | 11 | 2 | 0 | 1 | 4 | 19 | 1 | 1 | 0 | 183 | 246 | 267 | 513 | 83 | 250 | 29 | 6 | 237 | 38 | -4 | +0 | +0 | +1 | +1 | -0.2 | |
| / 162G | — | A+C | — | 650 | 600 | 110 | 20 | 0 | 10 | 40 | 190 | 10 | 10 | 0 | 183 | 246 | 267 | 513 | 83 | 250 | 29 | 6 | 237 | 38 | -40 | +2 | +0 | +7 | +14 | -1.8 | |
| Career | — | MLE | — | 2522 | 2309 | 436 | 78 | 10 | 17 | 143 | 839 | 32 | 51 | 24 | 189 | 246 | 253 | 499 | 65 | 284 | 33 | 6 | 225 | 38 | -19 | -0 | +0 | +3 | +6 | -1.0 | |
| / 162G | — | MLE | — | 650 | 595 | 112 | 20 | 3 | 4 | 37 | 216 | 8 | 13 | 6 | 188 | 245 | 252 | 497 | 64 | 283 | 33 | 6 | 225 | 38 | -42 | -0 | +0 | +7 | +14 | -2.2 | |
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 AAASalt Lake Bees · 147 PAwOBA .251 → .228 (−24)K% 26.5% → 31.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.53% | ÷1.000 | ×1.200 | — | — | 31.84% |
| BB% (unintentional) /PA | 7.48% | ÷1.000 | ×0.690 | — | ×1.048 | 5.41% |
| HBP% /PA | 1.36% | — | ×0.940 | — | ×1.048 | 1.34% |
| Singles /BIP | 21.28% | ÷1.000 | ×0.930 | ×1.050 | ×1.048 | 21.77% |
| Doubles /BIP | 7.45% | ÷1.000 | ×0.830 | ×1.050 | ×1.048 | 6.80% |
| Triples /BIP | 1.06% | ÷1.000 | ×0.970 | ×1.050 | ×1.048 | 1.14% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.700 | — | ×1.048 | 0.00% |
Factors used: league row International League. 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 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .251 → .228; ISO .068 → .062; BABIP .298 → .297. 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 · 230 PAwOBA .311 → .252 (−59)K% 20.4% → 27.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.43% | ÷1.019 | ×1.350 | — | — | 27.07% |
| BB% (unintentional) /PA | 11.30% | ÷0.975 | ×0.710 | — | ×0.998 | 8.22% |
| HBP% /PA | 1.30% | — | ×0.810 | — | ×0.998 | 1.05% |
| Singles /BIP | 18.95% | ÷1.019 | ×0.910 | ×1.009 | ×0.998 | 17.05% |
| Doubles /BIP | 6.54% | ÷0.975 | ×0.830 | ×1.009 | ×0.998 | 5.60% |
| Triples /BIP | 1.31% | ÷0.900 | ×0.820 | ×1.009 | ×0.998 | 1.20% |
| Home runs /BIP | 3.27% | ÷1.000 | ×0.830 | — | ×0.998 | 2.71% |
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 ×1.009.
Result: wOBA .311 → .252; ISO .145 → .118; BABIP .277 → .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).
2025 AARocket City Trash Pandas · 95 PAwOBA .206 → .182 (−24)K% 28.4% → 34.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.42% | ÷1.011 | ×1.220 | — | — | 34.30% |
| BB% (unintentional) /PA | 3.16% | ÷1.020 | ×0.680 | — | ×1.027 | 2.16% |
| HBP% /PA | 3.16% | — | ×0.840 | — | ×1.027 | 2.72% |
| Singles /BIP | 15.79% | ÷1.048 | ×0.920 | ×0.974 | ×1.027 | 13.86% |
| Doubles /BIP | 7.02% | ÷0.929 | ×0.910 | ×0.974 | ×1.027 | 6.88% |
| Triples /BIP | 0.00% | ÷1.028 | ×0.880 | ×0.974 | ×1.027 | 0.00% |
| Home runs /BIP | 1.75% | ÷1.028 | ×0.800 | — | ×1.027 | 1.40% |
Factors used: league row SL. Park (home-season share, regressed): HR 106, 1B 110, 2B 86, 3B 106, K 102, BB 104 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.974.
Result: wOBA .206 → .182; ISO .083 → .076; BABIP .224 → .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).
2024 AARocket City Trash Pandas · 277 PAwOBA .208 → .173 (−35)K% 30.3% → 38.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.32% | ÷0.974 | ×1.220 | — | — | 37.99% |
| BB% (unintentional) /PA | 6.86% | ÷0.966 | ×0.680 | — | ×1.042 | 5.03% |
| HBP% /PA | 0.72% | — | ×0.840 | — | ×1.042 | 0.63% |
| Singles /BIP | 19.16% | ÷1.016 | ×0.920 | ×1.000 | ×1.042 | 18.09% |
| Doubles /BIP | 5.99% | ÷1.072 | ×0.910 | ×1.000 | ×1.042 | 5.30% |
| Triples /BIP | 0.00% | ÷1.045 | ×0.880 | ×1.000 | ×1.042 | 0.00% |
| Home runs /BIP | 0.60% | ÷0.976 | ×0.800 | — | ×1.042 | 0.51% |
Factors used: league row SL. Park (home-season share, regressed): HR 95, 1B 103, 2B 114, 3B 109, K 95, BB 93 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.000.
Result: wOBA .208 → .173; ISO .052 → .042; BABIP .250 → .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).
2024 A+Tri-City Dust Devils · 122 PAwOBA .247 → .210 (−37)K% 25.4% → 33.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.41% | ÷1.018 | ×1.350 | — | — | 33.68% |
| BB% (unintentional) /PA | 9.02% | ÷1.018 | ×0.710 | — | ×1.012 | 6.36% |
| HBP% /PA | 0.82% | — | ×0.810 | — | ×1.012 | 0.67% |
| Singles /BIP | 23.08% | ÷0.969 | ×0.910 | ×1.046 | ×1.012 | 22.94% |
| Doubles /BIP | 3.85% | ÷0.950 | ×0.830 | ×1.046 | ×1.012 | 3.55% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.820 | ×1.046 | ×1.012 | 0.00% |
| Home runs /BIP | 1.28% | ÷0.916 | ×0.830 | — | ×1.012 | 1.18% |
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 ×1.046.
Result: wOBA .247 → .210; ISO .055 → .047; BABIP .273 → .268. 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 A+Tri-City Dust Devils · 491 PAwOBA .260 → .236 (−25)K% 26.1% → 33.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.07% | ÷1.053 | ×1.350 | — | — | 33.43% |
| BB% (unintentional) /PA | 6.92% | ÷1.030 | ×0.710 | — | ×1.027 | 4.90% |
| HBP% /PA | 0.81% | — | ×0.810 | — | ×1.027 | 0.68% |
| Singles /BIP | 25.81% | ÷0.957 | ×0.910 | ×1.032 | ×1.027 | 26.02% |
| Doubles /BIP | 5.16% | ÷0.891 | ×0.830 | ×1.032 | ×1.027 | 5.10% |
| Triples /BIP | 0.65% | ÷1.150 | ×0.820 | ×1.032 | ×1.027 | 0.49% |
| Home runs /BIP | 0.97% | ÷0.990 | ×0.830 | — | ×1.027 | 0.83% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 98, 1B 91, 2B 78, 3B 130, K 111, BB 106 — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.032.
Result: wOBA .260 → .236; ISO .066 → .059; BABIP .311 → .310. 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 AARocket City Trash Pandas · 60 PAwOBA .312 → .310 (−3)K% 16.7% → 19.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷1.032 | ×1.220 | — | — | 19.71% |
| BB% (unintentional) /PA | 1.67% | ÷1.017 | ×0.680 | — | ×1.050 | 1.17% |
| HBP% /PA | 1.67% | — | ×0.840 | — | ×1.050 | 1.47% |
| Singles /BIP | 28.26% | ÷0.985 | ×0.920 | ×1.050 | ×1.050 | 29.11% |
| Doubles /BIP | 2.17% | ÷0.910 | ×0.910 | ×1.050 | ×1.050 | 2.40% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.880 | ×1.050 | ×1.050 | 0.00% |
| Home runs /BIP | 4.35% | ÷0.970 | ×0.800 | — | ×1.050 | 3.76% |
Factors used: league row SL. Park (home-season share, regressed): HR 94, 1B 97, 2B 82, 3B 80, K 106, BB 103 — applied at half strength. Age: age 21 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (3.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .312 → .310; ISO .125 → .114; BABIP .304 → .313. 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).
2022 AInland Empire 66ers · 551 PAwOBA .261 → .208 (−54)K% 27.0% → 37.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.04% | ÷0.991 | ×1.360 | — | — | 37.11% |
| BB% (unintentional) /PA | 9.62% | ÷0.995 | ×0.690 | — | ×1.030 | 6.87% |
| HBP% /PA | 1.09% | — | ×0.780 | — | ×1.030 | 0.87% |
| Singles /BIP | 22.78% | ÷1.049 | ×0.920 | ×1.027 | ×1.030 | 21.13% |
| Doubles /BIP | 4.73% | ÷1.023 | ×0.830 | ×1.027 | ×1.030 | 4.06% |
| Triples /BIP | 1.18% | ÷1.006 | ×0.910 | ×1.027 | ×1.030 | 1.13% |
| Home runs /BIP | 1.18% | ÷0.889 | ×0.800 | — | ×1.030 | 1.10% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 78, 1B 110, 2B 105, 3B 101, K 98, BB 99 — applied at half strength. Age: age 20 vs a level average of 22.0 → +3.0% on BB/HBP/hit rates (2.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .261 → .208; ISO .074 → .060; BABIP .287 → .263. 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).