Ricardo Olivar
C Wichita Wind Surge| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 22 | AA/A+MIN | 433 | .275/.383/.441 | 12 | 6 | 74 | — | .215/.297/.324 |
| 2025 | 23 | AAMIN | 407 | .264/.359/.412 | 13 | 13 | 73 | — | .216/.290/.325 |
| 2026 | 24 | AAA/AAMIN | 164 | .274/.350/.603 | 12 | 3 | 101 | — | .225/.282/.471 |
| 2027PROJMLE | 25 | MLBMIN | 2 | .232/.301/.390 | 0 | 0 | 94 | 0.0 | |
| 2028PROJ28% MLB | 26 | MLBMIN | 53 | .232/.302/.390 | 2 | 1 | 94 | 0.2 | |
| 2029PROJ41% MLB | 27 | MLBMIN | 93 | .232/.302/.389 | 3 | 2 | 94 | 0.3 |
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. 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) | |||||||||||||||||||||||||||||||
| 2021 | 19 | ROK | FCL Twins | — | 59 | 49 | 10 | 2 | 1 | 1 | 8 | 17 | 2 | 3 | 0 | 204 | 339 | 347 | 686 | 143 | 290 | 29 | 14 | 318 | 25 | — | — | — | — | — | — |
| 2022 | 20 | ROK | FCL Twins | — | 154 | 129 | 45 | 12 | 3 | 5 | 18 | 33 | 5 | 5 | 5 | 349 | 447 | 605 | 1.052 | 256 | 430 | 21 | 12 | 451 | 94 | — | — | — | — | — | — |
| 2023 | 21 | A | Fort Myers Mighty Mussels | — | 449 | 372 | 106 | 28 | 2 | 10 | 59 | 93 | 16 | 12 | 1 | 285 | 405 | 452 | 857 | 167 | 354 | 21 | 13 | 385 | 93 | — | — | — | — | — | — |
| 2024 | 22 | AA | Wichita Wind Surge | — | 77 | 67 | 15 | 2 | 0 | 1 | 9 | 18 | 1 | 3 | 0 | 224 | 325 | 299 | 623 | 75 | 292 | 23 | 12 | 293 | 39 | — | — | — | — | — | — |
| 2024 | 22 | A+ | Cedar Rapids Kernels | — | 356 | 300 | 86 | 17 | 3 | 11 | 53 | 70 | 1 | 3 | 0 | 287 | 395 | 473 | 869 | 187 | 339 | 20 | 15 | 385 | 82 | — | — | — | — | — | — |
| 2025 | 23 | AA | Wichita Wind Surge | — | 407 | 352 | 93 | 13 | 0 | 13 | 49 | 74 | 3 | 13 | 3 | 264 | 359 | 412 | 771 | 148 | 299 | 18 | 12 | 346 | 73 | — | — | — | — | — | — |
| 2026 | 24 | AAA | St. Paul Saints | — | 27 | 27 | 7 | 2 | 0 | 2 | 0 | 6 | 0 | 1 | 0 | 259 | 259 | 556 | 815 | 296 | 263 | 22 | 0 | 350 | 65 | — | — | — | — | — | — |
| 2026 | 24 | AA | Wichita Wind Surge | — | 137 | 119 | 33 | 10 | 0 | 10 | 16 | 26 | 1 | 2 | 2 | 277 | 368 | 613 | 981 | 336 | 274 | 19 | 12 | 418 | 108 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 19 | ROK MLE | FCL Twins | — | 59 | 52 | 7 | 1 | 1 | 1 | 5 | 25 | 2 | 3 | 0 | 135 | 237 | 250 | 487 | 115 | 222 | 42 | 8 | 205 | 25 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | FCL Twins | — | 154 | 136 | 33 | 9 | 2 | 3 | 11 | 47 | 5 | 5 | 5 | 243 | 322 | 404 | 727 | 162 | 323 | 31 | 7 | 307 | 94 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | Fort Myers Mighty Mussels | — | 449 | 394 | 94 | 21 | 2 | 8 | 37 | 131 | 16 | 12 | 1 | 239 | 329 | 363 | 692 | 124 | 328 | 29 | 8 | 305 | 93 | — | — | — | — | — | — |
| 2024 | 22 | AA MLE | Wichita Wind Surge | — | 77 | 69 | 12 | 2 | 0 | 1 | 7 | 23 | 1 | 3 | 0 | 174 | 260 | 246 | 506 | 72 | 241 | 30 | 9 | 226 | 39 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | Cedar Rapids Kernels | — | 356 | 317 | 71 | 12 | 2 | 7 | 36 | 91 | 1 | 3 | 0 | 224 | 305 | 341 | 646 | 117 | 288 | 26 | 10 | 289 | 82 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Wichita Wind Surge | — | 407 | 366 | 79 | 10 | 0 | 10 | 35 | 96 | 3 | 13 | 3 | 216 | 290 | 325 | 615 | 109 | 259 | 24 | 9 | 276 | 73 | — | — | — | — | — | — |
| 2026 | 24 | AAA MLE | St. Paul Saints | — | 27 | 27 | 6 | 2 | 0 | 1 | 0 | 7 | 0 | 1 | 0 | 222 | 222 | 407 | 630 | 185 | 235 | 26 | 0 | 264 | 65 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Wichita Wind Surge | — | 137 | 124 | 28 | 8 | 0 | 8 | 11 | 32 | 1 | 2 | 2 | 226 | 294 | 484 | 778 | 258 | 227 | 23 | 8 | 328 | 108 | — | — | — | — | — | — |
| 2021 | 19 | ROK MLE | FCL Twins | — | 59 | 52 | 7 | 1 | 1 | 1 | 5 | 25 | 2 | 3 | 0 | 135 | 237 | 250 | 487 | 115 | 231 | 42 | 8 | 205 | 25 | — | — | — | — | — | — |
| 2021 | 19 | ROK RAW | FCL Twins | — | 59 | 49 | 10 | 2 | 1 | 1 | 8 | 17 | 2 | 3 | 0 | 204 | 339 | 347 | 686 | 143 | 290 | 29 | 14 | 318 | 25 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | FCL Twins | — | 154 | 136 | 33 | 9 | 2 | 3 | 11 | 47 | 5 | 5 | 5 | 243 | 322 | 404 | 727 | 162 | 341 | 31 | 7 | 307 | 94 | — | — | — | — | — | — |
| 2022 | 20 | ROK RAW | FCL Twins | — | 154 | 129 | 45 | 12 | 3 | 5 | 18 | 33 | 5 | 5 | 5 | 349 | 447 | 605 | 1.052 | 256 | 430 | 21 | 12 | 451 | 94 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | Fort Myers Mighty Mussels | — | 449 | 394 | 94 | 21 | 2 | 8 | 37 | 131 | 16 | 12 | 1 | 239 | 329 | 363 | 692 | 124 | 335 | 29 | 8 | 305 | 93 | — | — | — | — | — | — |
| 2023 | 21 | A RAW | Fort Myers Mighty Mussels | — | 449 | 372 | 106 | 28 | 2 | 10 | 59 | 93 | 16 | 12 | 1 | 285 | 405 | 452 | 857 | 167 | 354 | 21 | 13 | 385 | 93 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | 2 teams | — | 433 | 386 | 83 | 14 | 2 | 8 | 43 | 114 | 2 | 6 | 0 | 215 | 297 | 324 | 621 | 109 | 282 | 26 | 10 | 278 | 74 | — | — | — | — | — | — |
| 2024 | 22 | A+ RAW | 2 teams | — | 433 | 367 | 101 | 19 | 3 | 12 | 62 | 88 | 2 | 6 | 0 | 275 | 383 | 441 | 824 | 166 | 331 | 20 | 14 | 369 | 74 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Wichita Wind Surge | — | 407 | 366 | 79 | 10 | 0 | 10 | 35 | 96 | 3 | 13 | 3 | 216 | 290 | 325 | 615 | 109 | 262 | 24 | 9 | 276 | 73 | — | — | — | — | — | — |
| 2025 | 23 | AA RAW | Wichita Wind Surge | — | 407 | 352 | 93 | 13 | 0 | 13 | 49 | 74 | 3 | 13 | 3 | 264 | 359 | 412 | 771 | 148 | 299 | 18 | 12 | 346 | 73 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 164 | 151 | 33 | 10 | 0 | 9 | 11 | 39 | 1 | 3 | 2 | 219 | 276 | 464 | 740 | 245 | 231 | 24 | 7 | 317 | 101 | — | — | — | — | — | — |
| 2026 | 24 | AA RAW | 2 teams | — | 164 | 146 | 40 | 12 | 0 | 12 | 16 | 32 | 1 | 3 | 2 | 274 | 350 | 603 | 952 | 329 | 272 | 20 | 10 | 407 | 101 | — | — | — | — | — | — |
| 2021 | 19 | ROK MLE | FCL Twins | — | 59 | 52 | 7 | 1 | 1 | 1 | 5 | 25 | 2 | 3 | 0 | 135 | 237 | 250 | 487 | 115 | 222 | 42 | 8 | 205 | 25 | — | — | — | — | — | — |
| 2022 | 20 | ROK MLE | FCL Twins | — | 154 | 137 | 33 | 9 | 2 | 3 | 11 | 47 | 5 | 5 | 5 | 241 | 322 | 401 | 724 | 161 | 323 | 31 | 7 | 307 | 94 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | Fort Myers Mighty Mussels | — | 449 | 393 | 94 | 21 | 2 | 8 | 37 | 131 | 16 | 12 | 1 | 239 | 329 | 364 | 693 | 125 | 328 | 29 | 8 | 305 | 93 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | 2 teams | — | 433 | 385 | 83 | 14 | 2 | 8 | 43 | 114 | 2 | 6 | 0 | 216 | 297 | 325 | 622 | 109 | 280 | 26 | 10 | 278 | 74 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Wichita Wind Surge | — | 407 | 366 | 79 | 10 | 0 | 10 | 35 | 96 | 3 | 13 | 3 | 216 | 290 | 325 | 615 | 109 | 259 | 24 | 9 | 276 | 73 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 164 | 151 | 33 | 10 | 0 | 9 | 11 | 39 | 1 | 3 | 2 | 219 | 276 | 464 | 740 | 245 | 228 | 24 | 7 | 317 | 101 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | A+ MLE | 2 teams | — | 433 | 385 | 83 | 14 | 2 | 8 | 43 | 114 | 2 | 6 | 0 | 216 | 297 | 325 | 622 | 109 | 280 | 26 | 10 | 278 | 74 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Wichita Wind Surge | — | 407 | 366 | 79 | 10 | 0 | 10 | 35 | 96 | 3 | 13 | 3 | 216 | 290 | 325 | 615 | 109 | 259 | 24 | 9 | 276 | 73 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 164 | 151 | 33 | 10 | 0 | 9 | 11 | 39 | 1 | 3 | 2 | 219 | 276 | 464 | 740 | 245 | 228 | 24 | 7 | 317 | 101 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB MLE | MIN | 2% | 214 | 193 | 45 | 8 | 1 | 7 | 18 | 51 | 1 | 4 | 1 | 232 | 301 | 389 | 690 | 157 | 276 | 24 | 8 | 307 | 94 | -2 | +0 | -1 | +4 | +5 | 0.4 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB CTX | MIN | 2% | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 232 | 301 | 390 | 691 | 158 | 276 | 0 | 0 | 307 | 94 | -0 | +0 | -0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 26 | MLB MLE | MIN | 28% | 186 | 167 | 38 | 7 | 0 | 6 | 16 | 44 | 1 | 3 | 1 | 232 | 302 | 390 | 691 | 158 | 276 | 24 | 9 | 307 | 94 | -1 | +0 | -1 | +3 | +4 | 0.5 |
| 2029 | 27 | MLB MLE | MIN | 41% | 226 | 204 | 47 | 9 | 1 | 7 | 19 | 54 | 1 | 4 | 1 | 232 | 302 | 388 | 689 | 156 | 277 | 24 | 8 | 307 | 94 | -2 | +0 | -1 | +4 | +5 | 0.7 |
| 2030 | 28 | MLB MLE | MIN | 49% | 251 | 227 | 53 | 10 | 1 | 8 | 21 | 60 | 1 | 3 | 1 | 231 | 300 | 384 | 685 | 154 | 276 | 24 | 8 | 305 | 93 | -2 | +0 | -2 | +4 | +5 | 0.6 |
| 2031 | 29 | MLB MLE | MIN | 52% | 259 | 233 | 54 | 10 | 1 | 8 | 22 | 63 | 2 | 3 | 1 | 229 | 299 | 379 | 678 | 150 | 276 | 24 | 8 | 302 | 91 | -3 | +0 | -3 | +5 | +6 | 0.5 |
| 2032 | 30 | MLB MLE | MIN | 54% | 265 | 239 | 55 | 10 | 1 | 8 | 22 | 65 | 2 | 2 | 1 | 227 | 296 | 373 | 669 | 146 | 275 | 25 | 8 | 299 | 88 | -4 | +0 | -4 | +5 | +6 | 0.3 |
| 2033 | 31 | MLB MLE | MIN | 55% | 240 | 217 | 48 | 9 | 0 | 7 | 20 | 59 | 1 | 1 | 1 | 222 | 291 | 363 | 654 | 140 | 271 | 25 | 8 | 292 | 84 | -5 | -0 | -4 | +4 | +5 | 0.1 |
| 2028 | 26 | MLB CTX | MIN | 28% | 53 | 49 | 11 | 2 | 0 | 2 | 4 | 13 | 0 | 1 | 0 | 232 | 302 | 390 | 692 | 158 | 276 | 25 | 8 | 308 | 94 | -0 | +0 | -0 | +1 | +1 | 0.2 |
| 2029 | 27 | MLB CTX | MIN | 41% | 93 | 84 | 20 | 4 | 0 | 3 | 8 | 22 | 1 | 2 | 0 | 232 | 302 | 389 | 691 | 157 | 277 | 24 | 9 | 307 | 94 | -1 | +0 | -1 | +2 | +2 | 0.3 |
| 2030 | 28 | MLB CTX | MIN | 49% | 122 | 110 | 25 | 5 | 0 | 4 | 10 | 29 | 1 | 2 | 1 | 231 | 301 | 385 | 686 | 154 | 276 | 24 | 8 | 305 | 93 | -1 | +0 | -1 | +2 | +3 | 0.3 |
| 2031 | 29 | MLB CTX | MIN | 52% | 134 | 121 | 27 | 5 | 0 | 4 | 11 | 32 | 1 | 1 | 1 | 229 | 299 | 380 | 679 | 151 | 276 | 24 | 8 | 303 | 91 | -1 | -0 | -1 | +2 | +3 | 0.2 |
| 2032 | 30 | MLB CTX | MIN | 54% | 142 | 128 | 28 | 5 | 0 | 4 | 12 | 35 | 1 | 1 | 0 | 227 | 296 | 373 | 670 | 147 | 275 | 25 | 8 | 299 | 88 | -2 | +0 | -2 | +3 | +3 | 0.2 |
| 2033 | 31 | MLB CTX | MIN | 55% | 132 | 119 | 27 | 5 | 0 | 4 | 11 | 33 | 1 | 1 | 0 | 223 | 291 | 363 | 655 | 141 | 271 | 25 | 8 | 293 | 84 | -3 | +0 | -2 | +2 | +3 | 0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 676 | 611 | 138 | 26 | 0 | 21 | 56 | 164 | 5 | 8 | 2 | 226 | 296 | 372 | 668 | 146 | 272 | 24 | 8 | 301 | 86 | -8 | +1 | -8 | +12 | +15 | 1.2 | |
| / 162G | — | A+C | — | 650 | 588 | 133 | 25 | 0 | 20 | 54 | 158 | 5 | 8 | 2 | 226 | 297 | 371 | 668 | 145 | 273 | 24 | 8 | 301 | 86 | -8 | +1 | -7 | +12 | +14 | 1.2 | |
| Career | — | MLE | — | 3207 | 2874 | 647 | 124 | 11 | 87 | 272 | 824 | 38 | 60 | 18 | 225 | 301 | 367 | 667 | 142 | 283 | 26 | 8 | 295 | 86 | -17 | +1 | -16 | +28 | +33 | 2.9 | |
| / 162G | — | MLE | — | 650 | 583 | 131 | 25 | 2 | 18 | 55 | 167 | 8 | 12 | 4 | 225 | 300 | 367 | 667 | 142 | 282 | 26 | 8 | 295 | 86 | -7 | +0 | -7 | +12 | +14 | 1.2 | |
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 AAWichita Wind Surge · 137 PAwOBA .409 → .328 (−82)K% 19.0% → 23.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.98% | ÷1.000 | ×1.220 | — | — | 23.15% |
| BB% (unintentional) /PA | 11.68% | ÷1.000 | ×0.700 | — | ×0.998 | 8.16% |
| HBP% /PA | 0.73% | — | ×0.870 | — | ×0.998 | 0.63% |
| Singles /BIP | 13.98% | ÷1.000 | ×0.920 | ×0.962 | ×0.998 | 12.35% |
| Doubles /BIP | 10.75% | ÷1.000 | ×0.840 | ×0.962 | ×0.998 | 8.67% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.940 | ×0.962 | ×0.998 | 0.00% |
| Home runs /BIP | 10.75% | ÷1.000 | ×0.800 | — | ×0.998 | 8.58% |
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 ×0.962.
Result: wOBA .409 → .328; ISO .336 → .270; BABIP .274 → .227. 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 AAASt. Paul Saints · 27 PAwOBA .338 → .264 (−74)K% 22.2% → 26.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.22% | ÷1.000 | ×1.200 | — | — | 26.67% |
| BB% (unintentional) /PA | 0.00% | ÷1.000 | ×0.690 | — | ×1.033 | 0.00% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.033 | 0.00% |
| Singles /BIP | 14.29% | ÷1.000 | ×0.930 | — | ×1.033 | 13.72% |
| Doubles /BIP | 9.52% | ÷1.000 | ×0.830 | — | ×1.033 | 8.17% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | — | ×1.033 | 0.00% |
| Home runs /BIP | 9.52% | ÷1.000 | ×0.700 | — | ×1.033 | 6.89% |
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 25 vs a level average of 27.2 → +3.3% on BB/HBP/hit rates (2.2 yr younger than average).
Result: wOBA .338 → .264; ISO .296 → .211; BABIP .263 → .235. 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 AAWichita Wind Surge · 407 PAwOBA .340 → .276 (−64)K% 18.2% → 23.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.18% | ÷0.941 | ×1.220 | — | — | 23.58% |
| BB% (unintentional) /PA | 12.04% | ÷0.992 | ×0.700 | — | ×1.012 | 8.60% |
| HBP% /PA | 0.74% | — | ×0.870 | — | ×1.012 | 0.65% |
| Singles /BIP | 24.10% | ÷1.025 | ×0.920 | ×0.978 | ×1.012 | 21.42% |
| Doubles /BIP | 4.68% | ÷1.031 | ×0.840 | ×0.978 | ×1.012 | 3.77% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.940 | ×0.978 | ×1.012 | 0.00% |
| Home runs /BIP | 4.68% | ÷0.986 | ×0.800 | — | ×1.012 | 3.84% |
Factors used: league row TL. Park (home-season share, regressed): HR 97, 1B 105, 2B 106, 3B 130, K 88, BB 98 — 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 ×0.978.
Result: wOBA .340 → .276; ISO .148 → .119; BABIP .299 → .259. 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+Cedar Rapids Kernels · 356 PAwOBA .377 → .289 (−89)K% 19.7% → 25.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.66% | ÷0.972 | ×1.270 | — | — | 25.68% |
| BB% (unintentional) /PA | 14.89% | ÷1.043 | ×0.710 | — | ×0.998 | 10.11% |
| HBP% /PA | 0.28% | — | ×0.790 | — | ×0.998 | 0.22% |
| Singles /BIP | 23.91% | ÷0.984 | ×0.920 | ×0.982 | ×0.998 | 21.91% |
| Doubles /BIP | 7.39% | ÷1.119 | ×0.810 | ×0.982 | ×0.998 | 5.24% |
| Triples /BIP | 1.30% | ÷1.146 | ×0.850 | ×0.982 | ×0.998 | 0.95% |
| Home runs /BIP | 4.78% | ÷1.191 | ×0.800 | — | ×0.998 | 3.21% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 138, 1B 97, 2B 124, 3B 129, K 94, BB 109 — 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 ×0.982.
Result: wOBA .377 → .289; ISO .187 → .127; BABIP .339 → .288. 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 AAWichita Wind Surge · 77 PAwOBA .286 → .226 (−60)K% 23.4% → 29.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.38% | ÷0.964 | ×1.220 | — | — | 29.60% |
| BB% (unintentional) /PA | 11.69% | ÷0.963 | ×0.700 | — | ×1.027 | 8.72% |
| HBP% /PA | 1.30% | — | ×0.870 | — | ×1.027 | 1.16% |
| Singles /BIP | 24.49% | ÷1.091 | ×0.920 | ×0.950 | ×1.027 | 20.16% |
| Doubles /BIP | 4.08% | ÷0.979 | ×0.840 | ×0.950 | ×1.027 | 3.42% |
| Triples /BIP | 0.00% | ÷1.126 | ×0.940 | ×0.950 | ×1.027 | 0.00% |
| Home runs /BIP | 2.04% | ÷0.845 | ×0.800 | — | ×1.027 | 1.98% |
Factors used: league row TL. Park (home-season share, regressed): HR 69, 1B 118, 2B 96, 3B 125, K 93, BB 93 — 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 ×0.950.
Result: wOBA .286 → .226; ISO .075 → .065; BABIP .292 → .241. 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 AFort Myers Mighty Mussels · 449 PAwOBA .375 → .305 (−71)K% 20.7% → 29.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.71% | ÷0.969 | ×1.360 | — | — | 29.07% |
| BB% (unintentional) /PA | 12.69% | ÷1.050 | ×0.690 | — | — | 8.34% |
| HBP% /PA | 3.56% | — | ×0.780 | — | — | 2.78% |
| Singles /BIP | 23.66% | ÷0.938 | ×0.920 | ×1.006 | — | 23.34% |
| Doubles /BIP | 10.04% | ÷1.053 | ×0.830 | ×1.006 | — | 7.96% |
| Triples /BIP | 0.72% | ÷0.900 | ×0.910 | ×1.006 | — | 0.73% |
| Home runs /BIP | 3.58% | ÷0.976 | ×0.800 | — | — | 2.94% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 95, 1B 88, 2B 111, 3B 80, K 94, BB 110 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.006.
Result: wOBA .375 → .305; ISO .167 → .132; BABIP .354 → .328. 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 ROKFCL Twins · 154 PAwOBA .444 → .307 (−136)K% 21.4% → 30.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.43% | ÷1.016 | ×1.440 | — | — | 30.38% |
| BB% (unintentional) /PA | 11.04% | ÷0.984 | ×0.620 | — | ×0.985 | 6.85% |
| HBP% /PA | 3.25% | — | ×0.720 | — | ×0.985 | 2.30% |
| Singles /BIP | 26.04% | ÷0.997 | ×0.820 | ×0.970 | ×0.985 | 20.46% |
| Doubles /BIP | 12.50% | ÷0.925 | ×0.720 | ×0.970 | ×0.985 | 9.30% |
| Triples /BIP | 3.12% | ÷0.972 | ×0.720 | ×0.970 | ×0.985 | 2.21% |
| Home runs /BIP | 5.21% | ÷1.282 | ×0.780 | — | ×0.985 | 3.12% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 156, 1B 99, 2B 85, 3B 94, K 103, BB 97 — applied at half strength. Age: age 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.970.
Result: wOBA .444 → .307; ISO .256 → .167; BABIP .430 → .323. 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 ROKFCL Twins · 59 PAwOBA .310 → .205 (−105)K% 28.8% → 41.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.81% | ÷0.996 | ×1.440 | — | — | 41.66% |
| BB% (unintentional) /PA | 13.56% | ÷0.989 | ×0.620 | — | ×0.995 | 8.46% |
| HBP% /PA | 3.39% | — | ×0.720 | — | ×0.995 | 2.43% |
| Singles /BIP | 18.75% | ÷1.027 | ×0.820 | — | ×0.995 | 14.89% |
| Doubles /BIP | 6.25% | ÷0.982 | ×0.720 | — | ×0.995 | 4.56% |
| Triples /BIP | 3.12% | ÷1.004 | ×0.720 | — | ×0.995 | 2.23% |
| Home runs /BIP | 3.12% | ÷0.982 | ×0.780 | — | ×0.995 | 2.47% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 96, 1B 105, 2B 96, 3B 101, K 99, BB 98 — applied at half strength. Age: age 20 vs a level average of 19.5 → −0.5% on BB/HBP/hit rates (0.5 yr older than average).
Result: wOBA .310 → .205; ISO .143 → .094; BABIP .290 → .222. 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).