Alberto Rodriguez
OF Northwest Arkansas Naturals| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 23 | AASEA | 384 | .241/.291/.329 | 3 | 10 | 45 | — | .209/.249/.287 |
| 2025 | 24 | INTLAguilas Cibae… | 113 | .350/.425/.540 | 3 | 0 | 174 | — | |
| 2026 | 25 | AA/ROK2 orgs | 213 | .208/.306/.284 | 3 | 1 | 38 | — | .179/.254/.237 |
| 2027PROJMLE | 26 | MLBKC | 2 | .209/.273/.314 | 0 | 0 | 69 | -0.0 | |
| 2028PROJ27% MLB | 27 | MLBKC | 37 | .210/.275/.316 | 1 | 0 | 69 | -0.1 |
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) | |||||||||||||||||||||||||||||||
| 2018 | 17 | ROK | DSL Blue Jays | — | 263 | 228 | 58 | 9 | 1 | 5 | 32 | 55 | 2 | 21 | 6 | 254 | 351 | 368 | 720 | 114 | 314 | 21 | 12 | 328 | 26 | — | — | — | — | — | — |
| 2019 | 18 | ROK | GCL Blue Jays | — | 195 | 173 | 52 | 13 | 1 | 2 | 19 | 32 | 0 | 13 | 2 | 301 | 370 | 422 | 792 | 121 | 352 | 16 | 10 | 350 | 53 | — | — | — | — | — | — |
| 2021 | 20 | A+ | Everett AquaSox | — | 28 | 24 | 5 | 1 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 208 | 321 | 250 | 571 | 42 | 294 | 25 | 7 | 277 | 32 | — | — | — | — | — | — |
| 2021 | 20 | A | Modesto Nuts | — | 431 | 370 | 109 | 30 | 5 | 10 | 51 | 95 | 5 | 13 | 7 | 295 | 387 | 484 | 871 | 189 | 367 | 22 | 12 | 382 | 104 | — | — | — | — | — | — |
| 2022 | 21 | A+ | Everett AquaSox | — | 527 | 472 | 123 | 28 | 3 | 10 | 50 | 138 | 4 | 6 | 4 | 261 | 337 | 396 | 733 | 136 | 348 | 26 | 9 | 329 | 49 | — | — | — | — | — | — |
| 2022 | 21 | INTL | Peoria Javelinas | — | 43 | 37 | 9 | 1 | 0 | 1 | 6 | 11 | 0 | 2 | 0 | 243 | 349 | 351 | 700 | 108 | 320 | 26 | 14 | 323 | 105 | — | — | — | — | — | — |
| 2023 | 22 | AA | Arkansas Travelers | — | 202 | 179 | 52 | 8 | 0 | 3 | 20 | 51 | 1 | 5 | 2 | 291 | 365 | 385 | 750 | 95 | 386 | 25 | 10 | 338 | 80 | — | — | — | — | — | — |
| 2023 | 22 | A+ | Everett AquaSox | — | 322 | 281 | 86 | 30 | 7 | 11 | 31 | 69 | 9 | 3 | 1 | 306 | 393 | 580 | 973 | 274 | 373 | 21 | 10 | 420 | 106 | — | — | — | — | — | — |
| 2024 | 23 | AA | Arkansas Travelers | — | 384 | 353 | 85 | 18 | 2 | 3 | 22 | 103 | 3 | 10 | 4 | 241 | 291 | 329 | 620 | 88 | 325 | 27 | 6 | 277 | 45 | — | — | — | — | — | — |
| 2025 | 24 | INTL | Aguilas Cibaenas | — | 113 | 100 | 35 | 4 | 3 | 3 | 11 | 23 | 2 | 0 | 0 | 350 | 425 | 540 | 965 | 190 | 432 | 20 | 10 | 425 | 174 | — | — | — | — | — | — |
| 2026 | 25 | AA | Northwest Arkansas Naturals | — | 196 | 170 | 34 | 3 | 1 | 3 | 17 | 58 | 5 | 1 | 2 | 200 | 292 | 282 | 574 | 82 | 277 | 30 | 9 | 264 | 36 | — | — | — | — | — | — |
| 2026 | 25 | ROK | ACL Royals | — | 17 | 13 | 4 | 0 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 308 | 471 | 308 | 778 | 444 | 24 | 24 | 377 | 57 | — | — | — | — | — | — | |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 17 | ROK MLE | DSL Blue Jays | — | 263 | 238 | 37 | 5 | 1 | 2 | 22 | 67 | 2 | 21 | 6 | 155 | 233 | 210 | 443 | 55 | 205 | 25 | 8 | 207 | 26 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | GCL Blue Jays | — | 195 | 181 | 40 | 9 | 1 | 2 | 11 | 46 | 0 | 13 | 2 | 221 | 266 | 315 | 581 | 94 | 266 | 24 | 6 | 246 | 53 | — | — | — | — | — | — |
| 2021 | 20 | A+ MLE | Everett AquaSox | — | 28 | 25 | 4 | 1 | 0 | 0 | 1 | 10 | 2 | 2 | 0 | 160 | 250 | 200 | 450 | 40 | 271 | 36 | 4 | 216 | 32 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | Modesto Nuts | — | 431 | 386 | 98 | 25 | 5 | 9 | 35 | 127 | 5 | 13 | 7 | 254 | 324 | 415 | 738 | 161 | 344 | 29 | 8 | 322 | 104 | — | — | — | — | — | — |
| 2022 | 21 | A+ MLE | Everett AquaSox | — | 527 | 487 | 96 | 20 | 3 | 6 | 35 | 185 | 4 | 6 | 4 | 197 | 257 | 287 | 544 | 90 | 301 | 35 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2023 | 22 | AA MLE | Arkansas Travelers | — | 202 | 185 | 47 | 7 | 0 | 3 | 14 | 60 | 1 | 5 | 2 | 254 | 310 | 341 | 651 | 86 | 349 | 30 | 7 | 287 | 80 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | Everett AquaSox | — | 322 | 290 | 70 | 23 | 5 | 9 | 22 | 89 | 9 | 3 | 1 | 241 | 315 | 448 | 763 | 207 | 316 | 28 | 7 | 325 | 106 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | Arkansas Travelers | — | 384 | 359 | 75 | 15 | 2 | 3 | 16 | 120 | 3 | 10 | 4 | 209 | 249 | 287 | 536 | 78 | 292 | 31 | 4 | 235 | 45 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | Northwest Arkansas Naturals | — | 196 | 175 | 31 | 3 | 1 | 2 | 12 | 71 | 5 | 1 | 2 | 177 | 250 | 240 | 490 | 63 | 260 | 36 | 6 | 221 | 36 | — | — | — | — | — | — |
| 2026 | 25 | ROK MLE | ACL Royals | — | 17 | 15 | 3 | 0 | 0 | 0 | 2 | 6 | 0 | 0 | 0 | 200 | 294 | 200 | 494 | 343 | 35 | 12 | 253 | 57 | — | — | — | — | — | — | |
| 2018 | 17 | ROK MLE | DSL Blue Jays | — | 263 | 238 | 37 | 5 | 1 | 2 | 22 | 67 | 2 | 21 | 6 | 155 | 233 | 210 | 443 | 55 | 206 | 25 | 8 | 207 | 26 | — | — | — | — | — | — |
| 2018 | 17 | ROK RAW | DSL Blue Jays | — | 263 | 228 | 58 | 9 | 1 | 5 | 32 | 55 | 2 | 21 | 6 | 254 | 351 | 368 | 720 | 114 | 314 | 21 | 12 | 328 | 26 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | GCL Blue Jays | — | 195 | 181 | 40 | 9 | 1 | 2 | 11 | 46 | 0 | 13 | 2 | 221 | 266 | 315 | 581 | 94 | 279 | 24 | 6 | 246 | 53 | — | — | — | — | — | — |
| 2019 | 18 | ROK RAW | GCL Blue Jays | — | 195 | 173 | 52 | 13 | 1 | 2 | 19 | 32 | 0 | 13 | 2 | 301 | 370 | 422 | 792 | 121 | 352 | 16 | 10 | 350 | 53 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | 2 teams | — | 459 | 410 | 103 | 26 | 5 | 9 | 37 | 136 | 7 | 15 | 7 | 251 | 324 | 405 | 729 | 154 | 348 | 30 | 8 | 316 | 100 | — | — | — | — | — | — |
| 2021 | 20 | A RAW | 2 teams | — | 459 | 394 | 114 | 31 | 5 | 10 | 53 | 102 | 7 | 15 | 7 | 289 | 383 | 470 | 853 | 180 | 362 | 22 | 12 | 375 | 100 | — | — | — | — | — | — |
| 2022 | 21 | A+ MLE | 2 teams | — | 570 | 527 | 105 | 22 | 3 | 7 | 38 | 200 | 4 | 8 | 4 | 199 | 258 | 292 | 551 | 93 | 305 | 35 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2022 | 21 | A+ RAW | 2 teams | — | 570 | 509 | 132 | 29 | 3 | 11 | 56 | 149 | 4 | 8 | 4 | 259 | 337 | 393 | 730 | 134 | 346 | 26 | 10 | 329 | 49 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | 2 teams | — | 524 | 475 | 117 | 30 | 5 | 12 | 36 | 149 | 10 | 8 | 3 | 246 | 313 | 406 | 719 | 160 | 332 | 28 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2023 | 22 | A+ RAW | 2 teams | — | 524 | 460 | 138 | 38 | 7 | 14 | 51 | 120 | 10 | 8 | 3 | 300 | 382 | 504 | 886 | 204 | 378 | 23 | 10 | 389 | 96 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | Arkansas Travelers | — | 384 | 359 | 75 | 15 | 2 | 3 | 16 | 120 | 3 | 10 | 4 | 209 | 249 | 287 | 536 | 78 | 299 | 31 | 4 | 235 | 45 | — | — | — | — | — | — |
| 2024 | 23 | AA RAW | Arkansas Travelers | — | 384 | 353 | 85 | 18 | 2 | 3 | 22 | 103 | 3 | 10 | 4 | 241 | 291 | 329 | 620 | 88 | 325 | 27 | 6 | 277 | 45 | — | — | — | — | — | — |
| 2025 | 24 | INTL MLE | Aguilas Cibaenas | — | 113 | 100 | 35 | 4 | 3 | 3 | 11 | 23 | 2 | 0 | 0 | 350 | 425 | 540 | 965 | 190 | 432 | 20 | 10 | — | — | — | — | — | — | — | — |
| 2025 | 24 | INTL RAW | Aguilas Cibaenas | — | 113 | 100 | 35 | 4 | 3 | 3 | 11 | 23 | 2 | 0 | 0 | 350 | 425 | 540 | 965 | 190 | 432 | 20 | 10 | 425 | 174 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | 2 teams | — | 213 | 190 | 34 | 3 | 1 | 2 | 14 | 77 | 5 | 1 | 2 | 179 | 254 | 237 | 490 | 58 | 281 | 36 | 7 | 224 | 37 | — | — | — | — | — | — |
| 2026 | 25 | AA RAW | 2 teams | — | 213 | 183 | 38 | 3 | 1 | 3 | 21 | 62 | 5 | 1 | 2 | 208 | 306 | 284 | 590 | 77 | 289 | 29 | 10 | 273 | 37 | — | — | — | — | — | — |
| 2018 | 17 | ROK MLE | DSL Blue Jays | — | 263 | 237 | 37 | 5 | 1 | 2 | 22 | 67 | 2 | 21 | 6 | 156 | 233 | 211 | 444 | 55 | 205 | 25 | 8 | 207 | 26 | — | — | — | — | — | — |
| 2019 | 18 | ROK MLE | GCL Blue Jays | — | 195 | 182 | 40 | 9 | 1 | 2 | 11 | 46 | 0 | 13 | 2 | 220 | 266 | 313 | 579 | 93 | 266 | 24 | 6 | 246 | 53 | — | — | — | — | — | — |
| 2021 | 20 | A MLE | 2 teams | — | 459 | 412 | 103 | 26 | 5 | 9 | 37 | 136 | 7 | 15 | 7 | 250 | 324 | 403 | 727 | 153 | 340 | 30 | 8 | 316 | 100 | — | — | — | — | — | — |
| 2022 | 21 | A+ MLE | 2 teams | — | 570 | 523 | 105 | 22 | 3 | 7 | 38 | 200 | 4 | 8 | 4 | 201 | 258 | 294 | 553 | 94 | 301 | 35 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | 2 teams | — | 524 | 473 | 117 | 30 | 5 | 12 | 36 | 149 | 10 | 8 | 3 | 247 | 313 | 408 | 721 | 161 | 329 | 28 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | Arkansas Travelers | — | 384 | 362 | 75 | 15 | 2 | 3 | 16 | 120 | 3 | 10 | 4 | 207 | 249 | 285 | 533 | 77 | 292 | 31 | 4 | 235 | 45 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | 2 teams | — | 213 | 192 | 34 | 3 | 1 | 2 | 14 | 77 | 5 | 1 | 2 | 177 | 254 | 234 | 488 | 57 | 267 | 36 | 7 | 224 | 37 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 23 | AA MLE | Arkansas Travelers | — | 384 | 362 | 75 | 15 | 2 | 3 | 16 | 120 | 3 | 10 | 4 | 207 | 249 | 285 | 533 | 77 | 292 | 31 | 4 | 235 | 45 | — | — | — | — | — | — |
| 2026 | 25 | AA MLE | 2 teams | — | 213 | 192 | 34 | 3 | 1 | 2 | 14 | 77 | 5 | 1 | 2 | 177 | 254 | 234 | 488 | 57 | 267 | 36 | 7 | 224 | 37 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB MLE | KC | 2% | 263 | 240 | 51 | 9 | 1 | 5 | 17 | 80 | 4 | 4 | 1 | 212 | 276 | 321 | 596 | 109 | 292 | 30 | 6 | 269 | 69 | -10 | +0 | +0 | -2 | +6 | -0.2 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB CTX | KC | 2% | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 209 | 273 | 314 | 588 | 105 | 290 | 50 | 0 | 266 | 69 | -0 | +0 | +0 | -0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 27 | MLB MLE | KC | 27% | 139 | 127 | 28 | 5 | 1 | 3 | 9 | 42 | 2 | 2 | 1 | 212 | 277 | 323 | 599 | 110 | 291 | 30 | 6 | 271 | 69 | -5 | +0 | +0 | -1 | +3 | -0.3 |
| 2028 | 27 | MLB CTX | KC | 27% | 37 | 33 | 7 | 1 | 0 | 1 | 3 | 11 | 1 | 0 | 0 | 210 | 275 | 316 | 591 | 106 | 289 | 30 | 8 | 267 | 69 | -1 | +0 | +0 | -0 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 37 | 33 | 7 | 1 | 0 | 1 | 3 | 11 | 1 | 0 | 0 | 212 | 297 | 333 | 631 | 121 | 286 | 30 | 8 | 267 | 58 | -1 | +0 | +0 | -0 | +1 | -0.1 | |
| / 162G | — | A+C | — | 650 | 580 | 124 | 18 | 0 | 18 | 53 | 193 | 18 | 0 | 0 | 214 | 300 | 338 | 638 | 124 | 287 | 30 | 8 | 267 | 58 | -24 | +0 | +0 | -4 | +14 | -1.4 | |
| Career | — | MLE | — | 2971 | 2708 | 596 | 123 | 23 | 45 | 201 | 894 | 37 | 80 | 30 | 220 | 283 | 332 | 615 | 112 | 308 | 30 | 7 | 253 | 58 | -9 | +0 | +0 | -2 | +5 | -0.5 | |
| / 162G | — | MLE | — | 650 | 592 | 131 | 27 | 5 | 10 | 44 | 196 | 8 | 18 | 7 | 221 | 284 | 334 | 619 | 113 | 309 | 30 | 7 | 253 | 58 | -24 | +0 | +0 | -4 | +14 | -1.4 | |
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 AANorthwest Arkansas Naturals · 196 PAwOBA .261 → .221 (−40)K% 29.6% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.59% | ÷1.000 | ×1.220 | — | — | 36.10% |
| BB% (unintentional) /PA | 8.67% | ÷1.000 | ×0.700 | — | ×0.988 | 6.00% |
| HBP% /PA | 2.55% | — | ×0.870 | — | ×0.988 | 2.19% |
| Singles /BIP | 24.11% | ÷1.000 | ×0.920 | ×1.050 | ×0.988 | 23.01% |
| Doubles /BIP | 2.68% | ÷1.000 | ×0.840 | ×1.050 | ×0.988 | 2.33% |
| Triples /BIP | 0.89% | ÷1.000 | ×0.940 | ×1.050 | ×0.988 | 0.87% |
| Home runs /BIP | 2.68% | ÷1.000 | ×0.800 | — | ×0.988 | 2.12% |
Factors used: league row TL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 26 vs a level average of 24.8 → −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 .261 → .221; ISO .082 → .067; BABIP .277 → .260. 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).
2026 ROKACL Royals · 17 PAwOBA .369 → .253 (−117)K% 23.5% → 33.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.53% | ÷1.000 | ×1.440 | — | — | 33.88% |
| BB% (unintentional) /PA | 23.53% | ÷1.000 | ×0.620 | — | ×0.940 | 13.71% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.940 | 0.00% |
| Singles /BIP | 44.44% | ÷1.000 | ×0.820 | — | ×0.940 | 34.26% |
| Doubles /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.940 | 0.00% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.940 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.940 | 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 26 vs a level average of 19.5 → −6.0% on BB/HBP/hit rates (6.5 yr older than average).
Result: wOBA .369 → .253; ISO .000 → .000; BABIP .444 → .343. 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 AAArkansas Travelers · 384 PAwOBA .272 → .235 (−37)K% 26.8% → 31.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.82% | ÷1.046 | ×1.220 | — | — | 31.28% |
| BB% (unintentional) /PA | 5.47% | ÷0.928 | ×0.700 | — | ×1.012 | 4.17% |
| HBP% /PA | 0.78% | — | ×0.870 | — | ×1.012 | 0.69% |
| Singles /BIP | 24.80% | ÷1.020 | ×0.920 | ×0.995 | ×1.012 | 22.53% |
| Doubles /BIP | 7.20% | ÷0.977 | ×0.840 | ×0.995 | ×1.012 | 6.24% |
| Triples /BIP | 0.80% | ÷1.150 | ×0.940 | ×0.995 | ×1.012 | 0.66% |
| Home runs /BIP | 1.20% | ÷0.820 | ×0.800 | — | ×1.012 | 1.18% |
Factors used: league row TL. Park (home-season share, regressed): HR 64, 1B 104, 2B 95, 3B 130, K 109, BB 86 — applied at half strength. Age: age 24 vs a level average of 24.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.995.
Result: wOBA .272 → .235; ISO .088 → .077; BABIP .325 → .292. 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+Everett AquaSox · 322 PAwOBA .408 → .325 (−83)K% 21.4% → 27.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.43% | ÷1.046 | ×1.350 | — | — | 27.66% |
| BB% (unintentional) /PA | 9.32% | ÷0.953 | ×0.710 | — | ×0.998 | 6.93% |
| HBP% /PA | 2.80% | — | ×0.810 | — | ×0.998 | 2.26% |
| Singles /BIP | 17.92% | ÷1.018 | ×0.910 | ×1.011 | ×0.998 | 16.16% |
| Doubles /BIP | 14.15% | ÷1.040 | ×0.830 | ×1.011 | ×0.998 | 11.39% |
| Triples /BIP | 3.30% | ÷1.023 | ×0.820 | ×1.011 | ×0.998 | 2.67% |
| Home runs /BIP | 5.19% | ÷1.012 | ×0.830 | — | ×0.998 | 4.25% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 104, 2B 108, 3B 105, K 109, BB 91 — 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 ×1.011.
Result: wOBA .408 → .325; ISO .274 → .213; BABIP .373 → .316. 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 AAArkansas Travelers · 202 PAwOBA .333 → .287 (−46)K% 25.2% → 29.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.25% | ÷1.041 | ×1.220 | — | — | 29.60% |
| BB% (unintentional) /PA | 9.90% | ÷1.046 | ×0.700 | — | ×1.027 | 6.80% |
| HBP% /PA | 0.50% | — | ×0.870 | — | ×1.027 | 0.44% |
| Singles /BIP | 32.03% | ÷1.033 | ×0.920 | ×0.996 | ×1.027 | 29.18% |
| Doubles /BIP | 6.25% | ÷0.983 | ×0.840 | ×0.996 | ×1.027 | 5.46% |
| Triples /BIP | 0.00% | ÷1.103 | ×0.940 | ×0.996 | ×1.027 | 0.00% |
| Home runs /BIP | 2.34% | ÷0.853 | ×0.800 | — | ×1.027 | 2.26% |
Factors used: league row TL. Park (home-season share, regressed): HR 71, 1B 107, 2B 97, 3B 121, K 108, BB 109 — 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 ×0.996.
Result: wOBA .333 → .287; ISO .095 → .087; BABIP .386 → .349. 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 A+Everett AquaSox · 527 PAwOBA .322 → .241 (−80)K% 26.2% → 35.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.19% | ÷1.007 | ×1.350 | — | — | 35.09% |
| BB% (unintentional) /PA | 9.49% | ÷1.039 | ×0.710 | — | ×1.012 | 6.56% |
| HBP% /PA | 0.76% | — | ×0.810 | — | ×1.012 | 0.62% |
| Singles /BIP | 24.55% | ÷1.021 | ×0.910 | ×0.997 | ×1.012 | 22.07% |
| Doubles /BIP | 8.38% | ÷1.048 | ×0.830 | ×0.997 | ×1.012 | 6.70% |
| Triples /BIP | 0.90% | ÷0.900 | ×0.820 | ×0.997 | ×1.012 | 0.83% |
| Home runs /BIP | 2.99% | ÷1.237 | ×0.830 | — | ×1.012 | 2.03% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 104, 2B 110, 3B 80, K 101, BB 108 — 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 ×0.997.
Result: wOBA .322 → .241; ISO .136 → .093; BABIP .348 → .301. 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).
2021 AModesto Nuts · 431 PAwOBA .376 → .322 (−55)K% 22.0% → 29.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.04% | ÷1.019 | ×1.360 | — | — | 29.42% |
| BB% (unintentional) /PA | 11.83% | ÷1.010 | ×0.690 | — | ×1.015 | 8.20% |
| HBP% /PA | 1.16% | — | ×0.780 | — | ×1.015 | 0.92% |
| Singles /BIP | 23.27% | ÷1.020 | ×0.920 | ×1.050 | ×1.015 | 22.37% |
| Doubles /BIP | 10.91% | ÷1.014 | ×0.830 | ×1.050 | ×1.015 | 9.51% |
| Triples /BIP | 1.82% | ÷0.903 | ×0.910 | ×1.050 | ×1.015 | 1.95% |
| Home runs /BIP | 3.64% | ÷0.861 | ×0.800 | — | ×1.015 | 3.43% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 72, 1B 104, 2B 103, 3B 81, K 104, BB 102 — 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 ×1.050.
Result: wOBA .376 → .322; ISO .189 → .170; BABIP .367 → .344. 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).
2021 A+Everett AquaSox · 28 PAwOBA .271 → .216 (−55)K% 25.0% → 34.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.00% | ÷0.985 | ×1.350 | — | — | 34.26% |
| BB% (unintentional) /PA | 7.14% | ÷1.125 | ×0.710 | — | ×1.027 | 4.63% |
| HBP% /PA | 7.14% | — | ×0.810 | — | ×1.027 | 5.94% |
| Singles /BIP | 23.53% | ÷0.978 | ×0.910 | — | ×1.027 | 22.48% |
| Doubles /BIP | 5.88% | ÷1.076 | ×0.830 | — | ×1.027 | 4.66% |
| Triples /BIP | 0.00% | ÷0.929 | ×0.820 | — | ×1.027 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.078 | ×0.830 | — | ×1.027 | 0.00% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 116, 1B 96, 2B 115, 3B 86, K 97, BB 125 — 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).
Result: wOBA .271 → .216; ISO .042 → .030; BABIP .294 → .271. 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 — .