Leo Bernal
C Memphis Redbirds| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 20 | AA/A+/INTL2 orgs | 488 | .266/.342/.401 | 12 | 8 | 77 | — | .228/.290/.338 |
| 2025 | 21 | AASTL | 455 | .247/.334/.394 | 13 | 13 | 77 | — | .227/.294/.344 |
| 2026 | 22 | AAA/INTL2 orgs | 457 | .273/.364/.468 | 18 | 9 | 95 | — | .249/.316/.396 |
| 2026 | 22 | MLBSTL | 102 | .284/.333/.474 | 5 | 0 | 132 | 1.6 | |
| 2027PROJ45% MLB | 23 | MLBSTL | 70 | .254/.318/.401 | 2 | 1 | 104 | 0.4 | |
| 2028PROJ63% MLB | 24 | MLBSTL | 282 | .256/.321/.409 | 8 | 4 | 107 | 1.5 | |
| 2029PROJ72% MLB | 25 | MLBSTL | 320 | .257/.323/.412 | 10 | 5 | 108 | 1.8 |
Tools · Recent Form · 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 | 17 | ROK | DSL Cardinals Blue | — | 178 | 158 | 33 | 9 | 1 | 5 | 17 | 28 | 3 | 3 | 1 | 209 | 298 | 373 | 671 | 165 | 224 | 16 | 10 | 303 | 13 | — | — | — | — | — | — |
| 2022 | 18 | A | Palm Beach Cardinals | — | 171 | 156 | 40 | 8 | 1 | 7 | 12 | 32 | 2 | 1 | 1 | 256 | 318 | 455 | 773 | 199 | 280 | 19 | 7 | 339 | 80 | — | — | — | — | — | — |
| 2023 | 19 | A | Palm Beach Cardinals | — | 323 | 268 | 71 | 15 | 1 | 3 | 49 | 55 | 3 | 4 | 1 | 265 | 384 | 362 | 746 | 97 | 319 | 17 | 15 | 342 | 79 | — | — | — | — | — | — |
| 2024 | 20 | AA | Springfield Cardinals | — | 55 | 49 | 10 | 1 | 0 | 1 | 6 | 9 | 0 | 0 | 2 | 204 | 291 | 286 | 577 | 82 | 231 | 16 | 11 | 269 | 36 | — | — | — | — | — | — |
| 2024 | 20 | A+ | Peoria Chiefs | — | 382 | 341 | 92 | 17 | 2 | 10 | 37 | 87 | 2 | 7 | 5 | 270 | 345 | 419 | 764 | 150 | 333 | 23 | 10 | 341 | 77 | — | — | — | — | — | — |
| 2024 | 20 | INTL | Glendale Desert Dogs | — | 51 | 46 | 14 | 1 | 0 | 1 | 5 | 9 | 0 | 1 | 1 | 304 | 373 | 391 | 764 | 87 | 361 | 18 | 10 | 347 | 121 | — | — | — | — | — | — |
| 2025 | 21 | AA | Springfield Cardinals | — | 455 | 396 | 98 | 19 | 0 | 13 | 49 | 77 | 3 | 13 | 3 | 247 | 334 | 394 | 728 | 146 | 274 | 17 | 11 | 324 | 77 | — | — | — | — | — | — |
| 2026 | 22 | MLB | St. Louis Cardinals | — | 102 | 95 | 27 | 3 | 0 | 5 | 7 | 25 | 0 | 0 | 1 | 284 | 333 | 474 | 807 | 189 | 338 | 25 | 7 | 356 | 132 | +4 | -0 | +0 | +10 | +2 | 1.6 |
| 2026 | 22 | AAA | Memphis Redbirds | — | 432 | 374 | 104 | 19 | 2 | 16 | 51 | 86 | 2 | 9 | 7 | 278 | 368 | 468 | 836 | 190 | 318 | 20 | 12 | 367 | 95 | — | — | — | — | — | — |
| 2026 | 22 | INTL | Estrellas Orientales | — | 25 | 21 | 4 | 0 | 0 | 2 | 3 | 10 | 0 | 0 | 0 | 190 | 292 | 476 | 768 | 286 | 200 | 40 | 12 | 323 | 104 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 102 | 95 | 27 | 3 | 0 | 5 | 7 | 25 | 0 | 0 | 1 | 284 | 333 | 474 | 807 | 189 | 338 | 25 | 7 | 356 | 127 | +3 | -0 | +0 | +10 | +2 | 1.5 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 17 | ROK MLE | DSL Cardinals Blue | — | 178 | 163 | 21 | 6 | 1 | 2 | 12 | 33 | 3 | 3 | 1 | 129 | 202 | 215 | 417 | 86 | 144 | 19 | 7 | 187 | 13 | — | — | — | — | — | — |
| 2022 | 18 | A MLE | Palm Beach Cardinals | — | 171 | 160 | 36 | 6 | 1 | 6 | 8 | 45 | 2 | 1 | 1 | 225 | 271 | 388 | 658 | 163 | 271 | 26 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2023 | 19 | A MLE | Palm Beach Cardinals | — | 323 | 282 | 65 | 13 | 1 | 2 | 35 | 79 | 3 | 4 | 1 | 230 | 322 | 305 | 627 | 74 | 302 | 24 | 11 | 285 | 79 | — | — | — | — | — | — |
| 2024 | 20 | AA MLE | Springfield Cardinals | — | 55 | 51 | 10 | 1 | 0 | 1 | 4 | 12 | 0 | 0 | 2 | 196 | 255 | 275 | 529 | 78 | 224 | 22 | 7 | 221 | 36 | — | — | — | — | — | — |
| 2024 | 20 | A+ MLE | Peoria Chiefs | — | 382 | 349 | 81 | 14 | 1 | 8 | 29 | 110 | 2 | 7 | 5 | 232 | 295 | 347 | 641 | 115 | 309 | 29 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2025 | 21 | AA MLE | Springfield Cardinals | — | 455 | 410 | 93 | 18 | 0 | 10 | 36 | 95 | 3 | 13 | 3 | 227 | 294 | 344 | 638 | 117 | 265 | 21 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 22 | MLB MLE | St. Louis Cardinals | — | 102 | 95 | 27 | 3 | 0 | 5 | 7 | 25 | 0 | 0 | 1 | 284 | 333 | 474 | 807 | 189 | 338 | 25 | 7 | 364 | 132 | +4 | -0 | +0 | +10 | +2 | 1.6 |
| 2026 | 22 | AAA MLE | Memphis Redbirds | — | 432 | 389 | 97 | 17 | 2 | 12 | 36 | 103 | 2 | 9 | 7 | 249 | 316 | 396 | 712 | 147 | 297 | 24 | 8 | 309 | 95 | — | — | — | — | — | — |
| 2021 | 17 | ROK MLE | DSL Cardinals Blue | — | 178 | 163 | 21 | 6 | 1 | 2 | 12 | 33 | 3 | 3 | 1 | 129 | 202 | 215 | 417 | 86 | 148 | 19 | 7 | 187 | 13 | — | — | — | — | — | — |
| 2021 | 17 | ROK RAW | DSL Cardinals Blue | — | 178 | 158 | 33 | 9 | 1 | 5 | 17 | 28 | 3 | 3 | 1 | 209 | 298 | 373 | 671 | 165 | 224 | 16 | 10 | 303 | 13 | — | — | — | — | — | — |
| 2022 | 18 | A MLE | Palm Beach Cardinals | — | 171 | 160 | 36 | 6 | 1 | 6 | 8 | 45 | 2 | 1 | 1 | 225 | 271 | 388 | 658 | 163 | 273 | 26 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2022 | 18 | A RAW | Palm Beach Cardinals | — | 171 | 156 | 40 | 8 | 1 | 7 | 12 | 32 | 2 | 1 | 1 | 256 | 318 | 455 | 773 | 199 | 280 | 19 | 7 | 339 | 80 | — | — | — | — | — | — |
| 2023 | 19 | A MLE | Palm Beach Cardinals | — | 323 | 282 | 65 | 13 | 1 | 2 | 35 | 79 | 3 | 4 | 1 | 230 | 322 | 305 | 627 | 74 | 309 | 24 | 11 | 285 | 79 | — | — | — | — | — | — |
| 2023 | 19 | A RAW | Palm Beach Cardinals | — | 323 | 268 | 71 | 15 | 1 | 3 | 49 | 55 | 3 | 4 | 1 | 265 | 384 | 362 | 746 | 97 | 319 | 17 | 15 | 342 | 79 | — | — | — | — | — | — |
| 2024 | 20 | A+ MLE | 3 teams | — | 488 | 446 | 101 | 16 | 2 | 10 | 38 | 136 | 2 | 8 | 8 | 226 | 290 | 339 | 629 | 112 | 301 | 28 | 8 | 274 | 72 | — | — | — | — | — | — |
| 2024 | 20 | A+ RAW | 3 teams | — | 488 | 436 | 116 | 19 | 2 | 12 | 48 | 105 | 2 | 8 | 8 | 266 | 342 | 401 | 743 | 135 | 324 | 22 | 10 | 333 | 72 | — | — | — | — | — | — |
| 2025 | 21 | AA MLE | Springfield Cardinals | — | 455 | 410 | 93 | 18 | 0 | 10 | 36 | 95 | 3 | 13 | 3 | 227 | 294 | 344 | 638 | 117 | 269 | 21 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2025 | 21 | AA RAW | Springfield Cardinals | — | 455 | 396 | 98 | 19 | 0 | 13 | 49 | 77 | 3 | 13 | 3 | 247 | 334 | 394 | 728 | 146 | 274 | 17 | 11 | 324 | 77 | — | — | — | — | — | — |
| 2026 | 22 | AAA MLE | 3 teams | — | 559 | 506 | 129 | 20 | 2 | 18 | 45 | 134 | 2 | 9 | 8 | 255 | 318 | 409 | 727 | 154 | 308 | 24 | 8 | 319 | 102 | — | — | — | — | — | — |
| 2026 | 22 | AAA RAW | 3 teams | — | 559 | 490 | 135 | 22 | 2 | 23 | 61 | 121 | 2 | 9 | 8 | 276 | 358 | 469 | 827 | 194 | 318 | 22 | 11 | 363 | 102 | — | — | — | — | — | — |
| 2021 | 17 | ROK MLE | DSL Cardinals Blue | — | 178 | 161 | 21 | 6 | 1 | 2 | 12 | 33 | 3 | 3 | 1 | 130 | 202 | 217 | 420 | 87 | 144 | 19 | 7 | 187 | 13 | — | — | — | — | — | — |
| 2022 | 18 | A MLE | Palm Beach Cardinals | — | 171 | 159 | 36 | 6 | 1 | 6 | 8 | 45 | 2 | 1 | 1 | 226 | 271 | 390 | 661 | 164 | 271 | 26 | 5 | 287 | 80 | — | — | — | — | — | — |
| 2023 | 19 | A MLE | Palm Beach Cardinals | — | 323 | 282 | 65 | 13 | 1 | 2 | 35 | 79 | 3 | 4 | 1 | 230 | 322 | 305 | 627 | 74 | 302 | 24 | 11 | 285 | 79 | — | — | — | — | — | — |
| 2024 | 20 | A+ MLE | 3 teams | — | 488 | 445 | 101 | 16 | 2 | 10 | 38 | 136 | 2 | 8 | 8 | 227 | 290 | 339 | 629 | 112 | 298 | 28 | 8 | 274 | 72 | — | — | — | — | — | — |
| 2025 | 21 | AA MLE | Springfield Cardinals | — | 455 | 413 | 93 | 18 | 0 | 10 | 36 | 95 | 3 | 13 | 3 | 225 | 294 | 341 | 635 | 116 | 265 | 21 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 22 | AAA MLE | 3 teams | — | 559 | 507 | 129 | 20 | 2 | 18 | 45 | 134 | 2 | 9 | 8 | 254 | 318 | 408 | 727 | 154 | 305 | 24 | 8 | 319 | 102 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 20 | A+ MLE | 3 teams | — | 488 | 445 | 101 | 16 | 2 | 10 | 38 | 136 | 2 | 8 | 8 | 227 | 290 | 339 | 629 | 112 | 298 | 28 | 8 | 274 | 72 | — | — | — | — | — | — |
| 2025 | 21 | AA MLE | Springfield Cardinals | — | 455 | 413 | 93 | 18 | 0 | 10 | 36 | 95 | 3 | 13 | 3 | 225 | 294 | 341 | 635 | 116 | 265 | 21 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 22 | AAA MLE | 3 teams | — | 559 | 507 | 129 | 20 | 2 | 18 | 45 | 134 | 2 | 9 | 8 | 254 | 318 | 408 | 727 | 154 | 305 | 24 | 8 | 319 | 102 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 23 | MLB MLE | STL | 45% | 593 | 537 | 137 | 24 | 2 | 18 | 48 | 125 | 3 | 9 | 3 | 254 | 319 | 406 | 724 | 152 | 297 | 21 | 8 | 321 | 104 | +3 | +1 | +2 | +11 | +13 | 0.9 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 23 | MLB CTX | STL | 45% | 70 | 64 | 16 | 3 | 0 | 2 | 6 | 15 | 0 | 1 | 0 | 254 | 318 | 401 | 719 | 147 | 299 | 21 | 9 | 319 | 104 | +0 | +0 | +0 | +1 | +2 | 0.4 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 24 | MLB MLE | STL | 63% | 445 | 404 | 104 | 18 | 2 | 14 | 36 | 93 | 2 | 7 | 2 | 257 | 322 | 415 | 736 | 158 | 298 | 21 | 8 | 326 | 107 | +4 | +1 | +2 | +8 | +10 | 2.4 |
| 2029 | 25 | MLB MLE | STL | 72% | 445 | 403 | 103 | 18 | 2 | 14 | 37 | 93 | 2 | 7 | 2 | 257 | 323 | 419 | 742 | 162 | 298 | 21 | 8 | 328 | 108 | +4 | +1 | +2 | +8 | +10 | 2.5 |
| 2030 | 26 | MLB MLE | STL | 76% | 445 | 403 | 104 | 18 | 2 | 15 | 37 | 93 | 2 | 6 | 2 | 257 | 323 | 419 | 742 | 162 | 297 | 21 | 8 | 329 | 109 | +5 | +0 | +2 | +8 | +10 | 2.5 |
| 2031 | 27 | MLB MLE | STL | 76% | 445 | 402 | 102 | 18 | 2 | 14 | 37 | 94 | 3 | 6 | 2 | 255 | 322 | 416 | 738 | 161 | 297 | 21 | 8 | 327 | 107 | +4 | +0 | +2 | +8 | +10 | 2.4 |
| 2032 | 28 | MLB MLE | STL | 76% | 445 | 402 | 102 | 18 | 2 | 14 | 37 | 95 | 3 | 5 | 2 | 253 | 320 | 411 | 731 | 158 | 295 | 21 | 8 | 324 | 105 | +3 | +0 | +1 | +8 | +10 | 2.2 |
| 2033 | 29 | MLB MLE | STL | 74% | 445 | 403 | 102 | 18 | 2 | 14 | 37 | 97 | 2 | 3 | 2 | 250 | 317 | 404 | 721 | 154 | 294 | 22 | 8 | 320 | 103 | +2 | -0 | +1 | +8 | +10 | 2.0 |
| 2034 | 30 | MLB MLE | STL | 73% | 445 | 403 | 98 | 17 | 1 | 13 | 37 | 98 | 2 | 2 | 1 | 247 | 313 | 396 | 710 | 149 | 292 | 22 | 8 | 316 | 100 | -0 | +0 | -0 | +8 | +10 | 1.8 |
| 2035 | 31 | MLB MLE | STL | 73% | 426 | 386 | 93 | 16 | 1 | 12 | 35 | 95 | 2 | 1 | 1 | 243 | 308 | 386 | 695 | 144 | 289 | 22 | 8 | 309 | 96 | -2 | -0 | -1 | +8 | +9 | 1.4 |
| 2036 | 32 | MLB MLE | STL | 72% | 407 | 369 | 88 | 15 | 1 | 11 | 33 | 93 | 2 | 1 | 1 | 237 | 302 | 373 | 675 | 136 | 285 | 23 | 8 | 302 | 90 | -5 | -0 | -2 | +7 | +9 | 1.0 |
| 2037 | 33 | MLB MLE | STL | 72% | 375 | 342 | 79 | 13 | 1 | 10 | 29 | 88 | 1 | 1 | 0 | 230 | 294 | 358 | 652 | 127 | 280 | 23 | 8 | 292 | 84 | -7 | +0 | -3 | +7 | +8 | 0.5 |
| 2038 | 34 | MLB MLE | STL | 68% | 305 | 278 | 62 | 10 | 1 | 7 | 23 | 74 | 1 | 0 | 0 | 222 | 284 | 339 | 624 | 117 | 273 | 24 | 8 | 280 | 76 | -9 | +0 | -4 | +5 | +7 | -0.0 |
| 2028 | 24 | MLB CTX | STL | 63% | 282 | 256 | 65 | 12 | 1 | 8 | 23 | 59 | 1 | 4 | 1 | 256 | 321 | 409 | 730 | 153 | 300 | 21 | 8 | 324 | 107 | +2 | +0 | +1 | +5 | +6 | 1.5 |
| 2029 | 25 | MLB CTX | STL | 72% | 320 | 289 | 74 | 13 | 1 | 10 | 26 | 67 | 2 | 5 | 2 | 257 | 323 | 412 | 735 | 156 | 300 | 21 | 8 | 326 | 108 | +3 | +0 | +1 | +6 | +7 | 1.8 |
| 2030 | 26 | MLB CTX | STL | 76% | 337 | 304 | 77 | 14 | 1 | 10 | 28 | 71 | 2 | 5 | 2 | 256 | 323 | 413 | 736 | 157 | 299 | 21 | 8 | 326 | 109 | +3 | +0 | +1 | +6 | +7 | 1.9 |
| 2031 | 27 | MLB CTX | STL | 76% | 338 | 305 | 77 | 14 | 1 | 10 | 28 | 72 | 2 | 4 | 2 | 254 | 322 | 410 | 731 | 155 | 298 | 21 | 8 | 325 | 107 | +3 | +0 | +1 | +6 | +7 | 1.8 |
| 2032 | 28 | MLB CTX | STL | 76% | 338 | 305 | 77 | 14 | 1 | 10 | 28 | 72 | 2 | 3 | 1 | 252 | 319 | 405 | 724 | 153 | 297 | 21 | 8 | 322 | 105 | +2 | +0 | +1 | +6 | +7 | 1.7 |
| 2033 | 29 | MLB CTX | STL | 74% | 330 | 298 | 74 | 14 | 1 | 9 | 27 | 72 | 2 | 2 | 1 | 250 | 317 | 399 | 715 | 149 | 296 | 22 | 8 | 318 | 103 | +1 | +0 | +0 | +6 | +7 | 1.5 |
| 2034 | 30 | MLB CTX | STL | 73% | 326 | 294 | 72 | 13 | 1 | 9 | 27 | 72 | 2 | 1 | 1 | 247 | 313 | 391 | 704 | 144 | 294 | 22 | 8 | 313 | 100 | -0 | -0 | -0 | +6 | +7 | 1.3 |
| 2035 | 31 | MLB CTX | STL | 73% | 309 | 280 | 67 | 12 | 1 | 8 | 25 | 69 | 1 | 1 | 1 | 242 | 308 | 381 | 689 | 139 | 291 | 22 | 8 | 307 | 96 | -2 | -0 | -1 | +6 | +7 | 1.0 |
| 2036 | 32 | MLB CTX | STL | 72% | 294 | 267 | 63 | 11 | 1 | 7 | 24 | 67 | 1 | 1 | 0 | 237 | 302 | 369 | 670 | 132 | 287 | 23 | 8 | 300 | 90 | -3 | +0 | -1 | +5 | +6 | 0.7 |
| 2037 | 33 | MLB CTX | STL | 72% | 270 | 246 | 57 | 10 | 1 | 6 | 21 | 63 | 1 | 1 | 0 | 230 | 294 | 353 | 647 | 123 | 282 | 23 | 8 | 290 | 84 | -5 | +0 | -2 | +5 | +6 | 0.4 |
| 2038 | 34 | MLB CTX | STL | 68% | 206 | 187 | 42 | 7 | 0 | 5 | 16 | 50 | 1 | 0 | 0 | 222 | 284 | 335 | 620 | 113 | 275 | 24 | 8 | 279 | 76 | -6 | +0 | -2 | +4 | +4 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 3452 | 3126 | 772 | 137 | 10 | 97 | 280 | 759 | 17 | 27 | 12 | 247 | 312 | 390 | 703 | 143 | 295 | 22 | 8 | 315 | 93 | +2 | +1 | +1 | +70 | +75 | 15.1 | |
| / 162G | — | A+C | — | 650 | 589 | 145 | 26 | 2 | 18 | 53 | 143 | 3 | 5 | 2 | 246 | 312 | 389 | 700 | 143 | 295 | 22 | 8 | 315 | 93 | +0 | +0 | +0 | +13 | +14 | 2.8 | |
| Career | — | MLE | — | 6957 | 6302 | 1518 | 264 | 25 | 191 | 565 | 1568 | 38 | 79 | 38 | 241 | 307 | 382 | 689 | 141 | 290 | 23 | 8 | 305 | 93 | +2 | +1 | +1 | +95 | +106 | 21.0 | |
| / 162G | — | MLE | — | 650 | 589 | 142 | 25 | 2 | 18 | 53 | 146 | 4 | 7 | 4 | 241 | 309 | 382 | 691 | 141 | 289 | 22 | 8 | 305 | 93 | +0 | +0 | +0 | +13 | +14 | 2.8 | |
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 AAAMemphis Redbirds · 432 PAwOBA .361 → .309 (−52)K% 19.9% → 23.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.91% | ÷1.000 | ×1.200 | — | — | 23.89% |
| BB% (unintentional) /PA | 11.57% | ÷1.000 | ×0.690 | — | ×1.050 | 8.39% |
| HBP% /PA | 0.46% | — | ×0.940 | — | ×1.050 | 0.46% |
| Singles /BIP | 23.26% | ÷1.000 | ×0.930 | ×0.993 | ×1.050 | 22.56% |
| Doubles /BIP | 6.60% | ÷1.000 | ×0.830 | ×0.993 | ×1.050 | 5.71% |
| Triples /BIP | 0.69% | ÷1.000 | ×0.970 | ×0.993 | ×1.050 | 0.70% |
| Home runs /BIP | 5.56% | ÷1.000 | ×0.700 | — | ×1.050 | 4.08% |
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 22 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (5.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.993.
Result: wOBA .361 → .309; ISO .190 → .150; BABIP .318 → .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 AASpringfield Cardinals · 455 PAwOBA .319 → .282 (−37)K% 16.9% → 20.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.92% | ÷0.992 | ×1.220 | — | — | 20.81% |
| BB% (unintentional) /PA | 10.77% | ÷0.987 | ×0.700 | — | ×1.050 | 8.02% |
| HBP% /PA | 0.66% | — | ×0.870 | — | ×1.050 | 0.60% |
| Singles /BIP | 20.69% | ÷0.966 | ×0.920 | ×0.983 | ×1.050 | 20.35% |
| Doubles /BIP | 5.96% | ÷0.916 | ×0.840 | ×0.983 | ×1.050 | 5.64% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×0.983 | ×1.050 | 0.00% |
| Home runs /BIP | 4.08% | ÷1.105 | ×0.800 | — | ×1.050 | 3.10% |
Factors used: league row TL. Park (home-season share, regressed): HR 121, 1B 93, 2B 83, 3B 80, K 98, BB 97 — 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 ×0.983.
Result: wOBA .319 → .282; ISO .146 → .121; BABIP .274 → .265. 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+Peoria Chiefs · 382 PAwOBA .334 → .282 (−51)K% 22.8% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.77% | ÷1.006 | ×1.270 | — | — | 28.76% |
| BB% (unintentional) /PA | 9.69% | ÷0.930 | ×0.710 | — | ×1.042 | 7.71% |
| HBP% /PA | 0.52% | — | ×0.790 | — | ×1.042 | 0.43% |
| Singles /BIP | 24.80% | ÷0.995 | ×0.920 | ×0.999 | ×1.042 | 23.87% |
| Doubles /BIP | 6.69% | ÷1.000 | ×0.810 | ×0.999 | ×1.042 | 5.64% |
| Triples /BIP | 0.79% | ÷1.150 | ×0.850 | ×0.999 | ×1.042 | 0.61% |
| Home runs /BIP | 3.94% | ÷0.993 | ×0.800 | — | ×1.042 | 3.31% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 99, 1B 99, 2B 100, 3B 130, K 101, BB 86 — applied at half strength. Age: age 20 vs a level average of 22.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.999.
Result: wOBA .334 → .282; ISO .150 → .119; BABIP .333 → .309. 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 AASpringfield Cardinals · 55 PAwOBA .262 → .221 (−42)K% 16.4% → 21.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.36% | ÷0.943 | ×1.220 | — | — | 21.18% |
| BB% (unintentional) /PA | 10.91% | ÷0.992 | ×0.700 | — | ×1.050 | 8.08% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.050 | 0.00% |
| Singles /BIP | 20.00% | ÷0.998 | ×0.920 | ×1.016 | ×1.050 | 19.67% |
| Doubles /BIP | 2.50% | ÷0.940 | ×0.840 | ×1.016 | ×1.050 | 2.38% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.940 | ×1.016 | ×1.050 | 0.00% |
| Home runs /BIP | 2.50% | ÷1.386 | ×0.800 | — | ×1.050 | 1.52% |
Factors used: league row TL. Park (home-season share, regressed): HR 177, 1B 100, 2B 88, 3B 130, K 89, BB 98 — applied at half strength. Age: age 20 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (4.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.016.
Result: wOBA .262 → .221; ISO .082 → .055; BABIP .231 → .224. 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 APalm Beach Cardinals · 323 PAwOBA .337 → .285 (−52)K% 17.0% → 24.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.03% | ÷0.950 | ×1.360 | — | — | 24.38% |
| BB% (unintentional) /PA | 15.17% | ÷1.000 | ×0.690 | — | ×1.045 | 10.94% |
| HBP% /PA | 0.93% | — | ×0.780 | — | ×1.045 | 0.76% |
| Singles /BIP | 24.41% | ÷0.998 | ×0.920 | ×1.009 | ×1.045 | 23.73% |
| Doubles /BIP | 7.04% | ÷1.007 | ×0.830 | ×1.009 | ×1.045 | 6.12% |
| Triples /BIP | 0.47% | ÷1.023 | ×0.910 | ×1.009 | ×1.045 | 0.44% |
| Home runs /BIP | 1.41% | ÷1.010 | ×0.800 | — | ×1.045 | 1.17% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 100, 2B 101, 3B 105, K 90, BB 100 — applied at half strength. Age: age 19 vs a level average of 22.0 → +4.5% on BB/HBP/hit rates (3.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.009.
Result: wOBA .337 → .285; ISO .097 → .081; BABIP .319 → .302. 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 APalm Beach Cardinals · 171 PAwOBA .332 → .287 (−44)K% 18.7% → 26.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.71% | ÷0.966 | ×1.360 | — | — | 26.34% |
| BB% (unintentional) /PA | 7.02% | ÷1.029 | ×0.690 | — | ×1.050 | 4.94% |
| HBP% /PA | 1.17% | — | ×0.780 | — | ×1.050 | 0.96% |
| Singles /BIP | 19.35% | ÷0.985 | ×0.920 | ×1.031 | ×1.050 | 19.58% |
| Doubles /BIP | 6.45% | ÷1.076 | ×0.830 | ×1.031 | ×1.050 | 5.39% |
| Triples /BIP | 0.81% | ÷0.900 | ×0.910 | ×1.031 | ×1.050 | 0.88% |
| Home runs /BIP | 5.65% | ÷0.880 | ×0.800 | — | ×1.050 | 5.39% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 76, 1B 97, 2B 115, 3B 80, K 93, BB 106 — applied at half strength. Age: age 18 vs a level average of 22.0 → +5.0% on BB/HBP/hit rates (4.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.031.
Result: wOBA .332 → .287; ISO .199 → .173; BABIP .280 → .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).
2021 DSLDSL Cardinals Blue · 178 PAwOBA .295 → .187 (−108)K% 15.7% → 18.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.73% | ÷1.048 | ×1.220 | — | — | 18.31% |
| BB% (unintentional) /PA | 9.55% | ÷1.009 | ×0.700 | — | ×1.022 | 6.77% |
| HBP% /PA | 1.69% | — | ×0.700 | — | ×1.022 | 1.21% |
| Singles /BIP | 13.85% | ÷1.037 | ×0.680 | ×1.020 | ×1.022 | 9.47% |
| Doubles /BIP | 6.92% | ÷1.030 | ×0.600 | ×1.020 | ×1.022 | 4.20% |
| Triples /BIP | 0.77% | ÷1.150 | ×0.600 | ×1.020 | ×1.022 | 0.42% |
| Home runs /BIP | 3.85% | ÷1.030 | ×0.470 | — | ×1.022 | 1.79% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 106, 1B 107, 2B 106, 3B 130, K 110, BB 102 — applied at half strength. Age: age 17 vs a level average of 18.5 → +2.2% on BB/HBP/hit rates (1.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.020.
Result: wOBA .295 → .187; ISO .165 → .087; BABIP .224 → .144. 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 — .