Derek Bernard
SS Fresno Grizzlies| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 18 | ROKCOL | 175 | .296/.360/.440 | 1 | 9 | 34 | — | .188/.234/.279 |
| 2025 | 19 | A/ROKCOL | 320 | .306/.385/.452 | 6 | 15 | 82 | — | .243/.303/.353 |
| 2026 | 20 | A+/A/ROKCOL | 416 | .259/.369/.399 | 9 | 10 | 73 | — | .212/.296/.317 |
| 2027PROJMLE | 21 | MLBCOL | 526 | .200/.275/.305 | 9 | 9 | 65 | -0.1 | |
| 2028PROJ34% MLB | 22 | MLBCOL | 125 | .219/.293/.355 | 3 | 2 | 73 | -0.0 | |
| 2029PROJ48% MLB | 23 | MLBCOL | 198 | .227/.301/.382 | 6 | 4 | 82 | 0.2 |
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) | |||||||||||||||||||||||||||||||
| 2022 | 16 | ROK | DSL Rockies | — | 241 | 214 | 66 | 12 | 2 | 4 | 21 | 66 | 3 | 11 | 4 | 308 | 378 | 439 | 817 | 131 | 428 | 27 | 9 | 362 | 47 | — | — | — | — | — | — |
| 2023 | 17 | ROK | DSL Colorado | — | 180 | 151 | 47 | 11 | 3 | 7 | 26 | 32 | 1 | 17 | 3 | 311 | 416 | 563 | 979 | 252 | 351 | 18 | 14 | 422 | 70 | — | — | — | — | — | — |
| 2024 | 18 | ROK | ACL Rockies | — | 175 | 159 | 47 | 10 | 5 | 1 | 15 | 56 | 1 | 9 | 5 | 296 | 360 | 440 | 800 | 145 | 451 | 32 | 9 | 356 | 34 | — | — | — | — | — | — |
| 2025 | 19 | A | Fresno Grizzlies | — | 290 | 252 | 76 | 17 | 1 | 6 | 32 | 70 | 3 | 13 | 6 | 302 | 387 | 448 | 835 | 147 | 395 | 24 | 11 | 371 | 86 | — | — | — | — | — | — |
| 2025 | 19 | ROK | ACL Rockies | — | 30 | 29 | 10 | 4 | 0 | 0 | 1 | 8 | 0 | 2 | 0 | 345 | 367 | 483 | 849 | 138 | 476 | 27 | 3 | 375 | 45 | — | — | — | — | — | — |
| 2026 | 20 | A+ | Spokane Indians | — | 61 | 50 | 11 | 3 | 0 | 1 | 11 | 16 | 0 | 2 | 0 | 220 | 361 | 340 | 701 | 120 | 303 | 26 | 18 | 327 | 57 | — | — | — | — | — | — |
| 2026 | 20 | A | Fresno Grizzlies | — | 334 | 284 | 77 | 15 | 2 | 8 | 44 | 84 | 2 | 8 | 4 | 271 | 373 | 423 | 795 | 151 | 352 | 25 | 13 | 354 | 81 | — | — | — | — | — | — |
| 2026 | 20 | ROK | ACL Rockies | — | 21 | 17 | 3 | 0 | 0 | 0 | 3 | 10 | 1 | 0 | 1 | 176 | 333 | 176 | 510 | 429 | 48 | 14 | 264 | -17 | — | — | — | — | — | — | |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2022 | 16 | ROK MLE | DSL Rockies | — | 241 | 220 | 45 | 8 | 1 | 2 | 15 | 75 | 3 | 11 | 4 | 205 | 265 | 277 | 542 | 73 | 291 | 31 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | DSL Colorado | — | 180 | 158 | 30 | 7 | 2 | 3 | 19 | 38 | 1 | 17 | 3 | 190 | 281 | 316 | 597 | 127 | 230 | 21 | 11 | 272 | 70 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | ACL Rockies | — | 175 | 165 | 31 | 6 | 3 | 1 | 9 | 81 | 1 | 9 | 5 | 188 | 234 | 279 | 513 | 91 | 359 | 46 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | Fresno Grizzlies | — | 290 | 263 | 65 | 13 | 1 | 5 | 21 | 100 | 3 | 13 | 6 | 247 | 310 | 361 | 671 | 114 | 372 | 34 | 7 | 295 | 86 | — | — | — | — | — | — |
| 2025 | 19 | ROK MLE | ACL Rockies | — | 30 | 29 | 6 | 2 | 0 | 0 | 1 | 12 | 0 | 2 | 0 | 207 | 233 | 276 | 509 | 69 | 366 | 40 | 3 | 235 | 45 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | Spokane Indians | — | 61 | 53 | 9 | 2 | 0 | 1 | 8 | 22 | 0 | 2 | 0 | 170 | 279 | 264 | 543 | 94 | 275 | 36 | 13 | 252 | 57 | — | — | — | — | — | — |
| 2026 | 20 | A MLE | Fresno Grizzlies | — | 334 | 297 | 68 | 12 | 2 | 6 | 31 | 114 | 2 | 8 | 4 | 229 | 306 | 343 | 649 | 114 | 335 | 34 | 9 | 288 | 81 | — | — | — | — | — | — |
| 2026 | 20 | ROK MLE | ACL Rockies | — | 21 | 18 | 1 | 0 | 0 | 0 | 2 | 14 | 1 | 0 | 1 | 56 | 190 | 56 | 246 | 346 | 67 | 10 | 143 | -17 | — | — | — | — | — | — | |
| 2022 | 16 | ROK MLE | DSL Rockies | — | 241 | 220 | 45 | 8 | 1 | 2 | 15 | 75 | 3 | 11 | 4 | 205 | 265 | 277 | 542 | 73 | 299 | 31 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2022 | 16 | ROK RAW | DSL Rockies | — | 241 | 214 | 66 | 12 | 2 | 4 | 21 | 66 | 3 | 11 | 4 | 308 | 378 | 439 | 817 | 131 | 428 | 27 | 9 | 362 | 47 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | DSL Colorado | — | 180 | 158 | 30 | 7 | 2 | 3 | 19 | 38 | 1 | 17 | 3 | 190 | 281 | 316 | 597 | 127 | 227 | 21 | 11 | 272 | 70 | — | — | — | — | — | — |
| 2023 | 17 | ROK RAW | DSL Colorado | — | 180 | 151 | 47 | 11 | 3 | 7 | 26 | 32 | 1 | 17 | 3 | 311 | 416 | 563 | 979 | 252 | 351 | 18 | 14 | 422 | 70 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | ACL Rockies | — | 175 | 165 | 31 | 6 | 3 | 1 | 9 | 81 | 1 | 9 | 5 | 188 | 234 | 279 | 513 | 91 | 361 | 46 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2024 | 18 | ROK RAW | ACL Rockies | — | 175 | 159 | 47 | 10 | 5 | 1 | 15 | 56 | 1 | 9 | 5 | 296 | 360 | 440 | 800 | 145 | 451 | 32 | 9 | 356 | 34 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | 2 teams | — | 320 | 292 | 72 | 16 | 1 | 5 | 22 | 112 | 3 | 15 | 6 | 247 | 306 | 360 | 666 | 113 | 381 | 35 | 7 | 289 | 82 | — | — | — | — | — | — |
| 2025 | 19 | A RAW | 2 teams | — | 320 | 281 | 86 | 21 | 1 | 6 | 33 | 78 | 3 | 15 | 6 | 306 | 385 | 452 | 837 | 146 | 404 | 24 | 10 | 371 | 82 | — | — | — | — | — | — |
| 2026 | 20 | A MLE | 3 teams | — | 416 | 368 | 79 | 15 | 2 | 7 | 41 | 150 | 3 | 10 | 5 | 215 | 299 | 323 | 622 | 109 | 335 | 36 | 10 | 275 | 73 | — | — | — | — | — | — |
| 2026 | 20 | A RAW | 3 teams | — | 416 | 351 | 91 | 18 | 2 | 9 | 58 | 110 | 3 | 10 | 5 | 259 | 369 | 399 | 768 | 140 | 347 | 26 | 14 | 346 | 73 | — | — | — | — | — | — |
| 2022 | 16 | ROK MLE | DSL Rockies | — | 241 | 221 | 45 | 8 | 1 | 2 | 15 | 75 | 3 | 11 | 4 | 204 | 265 | 276 | 541 | 72 | 291 | 31 | 6 | 237 | 47 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | DSL Colorado | — | 180 | 158 | 30 | 7 | 2 | 3 | 19 | 38 | 1 | 17 | 3 | 190 | 281 | 316 | 597 | 127 | 230 | 21 | 11 | 272 | 70 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | ACL Rockies | — | 175 | 163 | 31 | 6 | 3 | 1 | 9 | 81 | 1 | 9 | 5 | 190 | 234 | 282 | 516 | 92 | 359 | 46 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | 2 teams | — | 320 | 292 | 72 | 16 | 1 | 5 | 22 | 112 | 3 | 15 | 6 | 247 | 306 | 360 | 666 | 113 | 371 | 35 | 7 | 289 | 82 | — | — | — | — | — | — |
| 2026 | 20 | A MLE | 3 teams | — | 416 | 369 | 79 | 15 | 2 | 7 | 41 | 150 | 3 | 10 | 5 | 214 | 299 | 322 | 621 | 108 | 327 | 36 | 10 | 275 | 73 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 18 | ROK MLE | ACL Rockies | — | 175 | 163 | 31 | 6 | 3 | 1 | 9 | 81 | 1 | 9 | 5 | 190 | 234 | 282 | 516 | 92 | 359 | 46 | 5 | 219 | 34 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | 2 teams | — | 320 | 292 | 72 | 16 | 1 | 5 | 22 | 112 | 3 | 15 | 6 | 247 | 306 | 360 | 666 | 113 | 371 | 35 | 7 | 289 | 82 | — | — | — | — | — | — |
| 2026 | 20 | A MLE | 3 teams | — | 416 | 369 | 79 | 15 | 2 | 7 | 41 | 150 | 3 | 10 | 5 | 214 | 299 | 322 | 621 | 108 | 327 | 36 | 10 | 275 | 73 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 21 | MLB MLE | COL | 0% | 526 | 472 | 95 | 19 | 2 | 9 | 45 | 168 | 4 | 9 | 4 | 200 | 275 | 305 | 580 | 104 | 286 | 32 | 9 | 264 | 65 | -22 | +0 | -1 | +6 | +11 | -0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 22 | MLB MLE | COL | 34% | 364 | 326 | 68 | 13 | 1 | 8 | 32 | 113 | 3 | 7 | 3 | 208 | 283 | 329 | 612 | 121 | 288 | 31 | 9 | 277 | 73 | -12 | +0 | -1 | +4 | +8 | -0.0 |
| 2029 | 23 | MLB MLE | COL | 48% | 408 | 366 | 79 | 15 | 2 | 11 | 36 | 124 | 3 | 8 | 3 | 215 | 290 | 353 | 643 | 138 | 289 | 30 | 9 | 289 | 82 | -9 | +0 | -0 | +4 | +9 | 0.4 |
| 2030 | 24 | MLB MLE | COL | 53% | 455 | 409 | 91 | 17 | 2 | 14 | 40 | 136 | 3 | 9 | 3 | 220 | 296 | 371 | 666 | 150 | 291 | 30 | 9 | 298 | 88 | -7 | +1 | -0 | +5 | +10 | 0.8 |
| 2031 | 25 | MLB MLE | COL | 55% | 505 | 451 | 101 | 19 | 2 | 16 | 45 | 148 | 4 | 9 | 4 | 224 | 299 | 382 | 681 | 158 | 291 | 29 | 9 | 304 | 92 | -5 | +0 | -0 | +5 | +11 | 1.1 |
| 2032 | 26 | MLB MLE | COL | 56% | 526 | 470 | 106 | 19 | 2 | 18 | 47 | 153 | 4 | 9 | 4 | 226 | 301 | 389 | 691 | 163 | 291 | 29 | 9 | 307 | 94 | -4 | +0 | -0 | +6 | +11 | 1.3 |
| 2033 | 27 | MLB MLE | COL | 55% | 527 | 471 | 106 | 19 | 2 | 18 | 47 | 154 | 4 | 9 | 4 | 225 | 301 | 387 | 687 | 162 | 291 | 29 | 9 | 306 | 93 | -4 | +0 | -0 | +6 | +11 | 1.3 |
| 2034 | 28 | MLB MLE | COL | 55% | 522 | 467 | 104 | 19 | 2 | 17 | 46 | 154 | 4 | 8 | 4 | 223 | 299 | 382 | 681 | 159 | 290 | 30 | 9 | 303 | 92 | -5 | +0 | -1 | +6 | +11 | 1.1 |
| 2035 | 29 | MLB MLE | COL | 53% | 511 | 458 | 101 | 18 | 2 | 16 | 45 | 152 | 3 | 6 | 3 | 221 | 296 | 376 | 672 | 155 | 289 | 30 | 9 | 300 | 89 | -7 | +0 | -2 | +5 | +11 | 0.8 |
| 2036 | 30 | MLB MLE | COL | 53% | 498 | 448 | 98 | 18 | 2 | 15 | 44 | 149 | 3 | 5 | 3 | 218 | 293 | 369 | 661 | 151 | 287 | 30 | 9 | 296 | 86 | -8 | -0 | -3 | +5 | +11 | 0.5 |
| 2037 | 31 | MLB MLE | COL | 56% | 481 | 433 | 93 | 17 | 2 | 14 | 42 | 146 | 3 | 3 | 5 | 214 | 288 | 360 | 647 | 145 | 284 | 30 | 9 | 290 | 82 | -10 | -1 | -3 | +5 | +10 | 0.1 |
| 2038 | 32 | MLB MLE | COL | 59% | 460 | 415 | 86 | 15 | 1 | 13 | 39 | 142 | 3 | 3 | 6 | 209 | 282 | 347 | 629 | 138 | 280 | 31 | 8 | 283 | 77 | -12 | -2 | -4 | +5 | +10 | -0.3 |
| 2028 | 22 | MLB CTX | COL | 34% | 125 | 112 | 25 | 5 | 1 | 3 | 11 | 39 | 1 | 2 | 1 | 219 | 293 | 355 | 647 | 136 | 302 | 31 | 9 | 290 | 73 | -4 | +0 | -0 | +1 | +3 | -0.0 |
| 2029 | 23 | MLB CTX | COL | 48% | 198 | 178 | 40 | 7 | 1 | 6 | 17 | 60 | 1 | 4 | 1 | 227 | 301 | 382 | 682 | 155 | 304 | 30 | 9 | 304 | 82 | -4 | +0 | -0 | +2 | +4 | 0.2 |
| 2030 | 24 | MLB CTX | COL | 53% | 240 | 215 | 49 | 9 | 1 | 8 | 21 | 72 | 2 | 5 | 2 | 233 | 307 | 401 | 708 | 169 | 305 | 30 | 9 | 314 | 88 | -4 | +0 | -0 | +3 | +5 | 0.4 |
| 2031 | 25 | MLB CTX | COL | 55% | 276 | 247 | 58 | 10 | 2 | 10 | 25 | 81 | 2 | 5 | 2 | 237 | 311 | 414 | 725 | 178 | 306 | 29 | 9 | 321 | 92 | -3 | +0 | -0 | +3 | +6 | 0.6 |
| 2032 | 26 | MLB CTX | COL | 56% | 293 | 263 | 63 | 11 | 2 | 11 | 26 | 85 | 2 | 5 | 2 | 239 | 313 | 422 | 735 | 183 | 306 | 29 | 9 | 325 | 94 | -2 | +0 | -0 | +3 | +6 | 0.8 |
| 2033 | 27 | MLB CTX | COL | 55% | 290 | 260 | 62 | 11 | 2 | 11 | 26 | 85 | 2 | 5 | 2 | 238 | 312 | 419 | 731 | 181 | 306 | 29 | 9 | 323 | 93 | -2 | +0 | -0 | +3 | +6 | 0.7 |
| 2034 | 28 | MLB CTX | COL | 55% | 285 | 256 | 61 | 11 | 2 | 11 | 25 | 84 | 2 | 4 | 2 | 236 | 310 | 414 | 724 | 178 | 305 | 29 | 9 | 320 | 92 | -3 | +0 | -1 | +3 | +6 | 0.6 |
| 2035 | 29 | MLB CTX | COL | 53% | 273 | 245 | 57 | 10 | 1 | 10 | 24 | 81 | 2 | 3 | 2 | 233 | 307 | 407 | 714 | 174 | 303 | 30 | 9 | 316 | 89 | -4 | -0 | -1 | +3 | +6 | 0.4 |
| 2036 | 30 | MLB CTX | COL | 53% | 262 | 235 | 54 | 10 | 1 | 9 | 23 | 79 | 2 | 3 | 2 | 230 | 303 | 399 | 702 | 169 | 301 | 30 | 9 | 312 | 86 | -4 | -0 | -1 | +3 | +6 | 0.3 |
| 2037 | 31 | MLB CTX | COL | 56% | 272 | 244 | 55 | 10 | 1 | 9 | 24 | 83 | 2 | 1 | 3 | 226 | 299 | 388 | 687 | 162 | 298 | 31 | 9 | 305 | 82 | -6 | -1 | -2 | +3 | +6 | 0.0 |
| 2038 | 32 | MLB CTX | COL | 59% | 272 | 246 | 54 | 9 | 1 | 9 | 23 | 84 | 1 | 2 | 3 | 221 | 292 | 375 | 667 | 154 | 294 | 31 | 8 | 297 | 77 | -7 | -1 | -2 | +3 | +6 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2786 | 2501 | 578 | 103 | 15 | 97 | 245 | 833 | 19 | 39 | 22 | 231 | 305 | 401 | 705 | 170 | 304 | 30 | 9 | 313 | 82 | -43 | -1 | -8 | +30 | +60 | 3.9 | |
| / 162G | — | A+C | — | 650 | 584 | 135 | 24 | 3 | 23 | 57 | 194 | 4 | 9 | 5 | 231 | 304 | 401 | 705 | 170 | 303 | 30 | 9 | 313 | 82 | -10 | -0 | -2 | +7 | +14 | 0.9 | |
| Career | — | MLE | — | 6799 | 6106 | 1328 | 248 | 30 | 182 | 587 | 2094 | 49 | 142 | 67 | 217 | 291 | 357 | 649 | 140 | 296 | 31 | 9 | 289 | 82 | -91 | -2 | -16 | +59 | +118 | 7.0 | |
| / 162G | — | MLE | — | 650 | 584 | 127 | 24 | 3 | 17 | 56 | 200 | 5 | 14 | 6 | 217 | 291 | 356 | 648 | 139 | 297 | 31 | 9 | 289 | 82 | -11 | -0 | -2 | +7 | +14 | 0.8 | |
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 AFresno Grizzlies · 334 PAwOBA .350 → .288 (−62)K% 25.1% → 34.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.15% | ÷1.000 | ×1.360 | — | — | 34.20% |
| BB% (unintentional) /PA | 13.17% | ÷1.000 | ×0.690 | — | ×1.015 | 9.23% |
| HBP% /PA | 0.60% | — | ×0.780 | — | ×1.015 | 0.47% |
| Singles /BIP | 26.00% | ÷1.000 | ×0.920 | ×1.050 | ×1.015 | 25.49% |
| Doubles /BIP | 7.50% | ÷1.000 | ×0.830 | ×1.050 | ×1.015 | 6.63% |
| Triples /BIP | 1.00% | ÷1.000 | ×0.910 | ×1.050 | ×1.015 | 0.97% |
| Home runs /BIP | 4.00% | ÷1.000 | ×0.800 | — | ×1.015 | 3.25% |
Factors used: level-wide A 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 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 .350 → .288; ISO .151 → .121; BABIP .352 → .335. 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 A+Spokane Indians · 61 PAwOBA .319 → .252 (−68)K% 26.2% → 35.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.23% | ÷1.000 | ×1.350 | — | — | 35.41% |
| BB% (unintentional) /PA | 18.03% | ÷1.000 | ×0.710 | — | ×1.027 | 13.15% |
| HBP% /PA | 0.00% | — | ×0.810 | — | ×1.027 | 0.00% |
| Singles /BIP | 20.59% | ÷1.000 | ×0.910 | — | ×1.027 | 19.24% |
| Doubles /BIP | 8.82% | ÷1.000 | ×0.830 | — | ×1.027 | 7.52% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.820 | — | ×1.027 | 0.00% |
| Home runs /BIP | 2.94% | ÷1.000 | ×0.830 | — | ×1.027 | 2.51% |
Factors used: level-wide A+ 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 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average).
Result: wOBA .319 → .252; ISO .120 → .094; BABIP .303 → .275. 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 Rockies · 21 PAwOBA .259 → .143 (−115)K% 47.6% → 68.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 47.62% | ÷1.000 | ×1.440 | — | — | 68.57% |
| BB% (unintentional) /PA | 14.29% | ÷1.000 | ×0.620 | — | ×0.985 | 8.72% |
| HBP% /PA | 4.76% | — | ×0.720 | — | ×0.985 | 3.38% |
| Singles /BIP | 42.86% | ÷1.000 | ×0.820 | — | ×0.985 | 34.62% |
| Doubles /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.985 | 0.00% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.985 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.985 | 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 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).
Result: wOBA .259 → .143; ISO .000 → .000; BABIP .429 → .346. 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 AFresno Grizzlies · 290 PAwOBA .363 → .295 (−68)K% 24.1% → 34.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.14% | ÷0.951 | ×1.360 | — | — | 34.50% |
| BB% (unintentional) /PA | 11.03% | ÷1.096 | ×0.690 | — | ×1.030 | 7.16% |
| HBP% /PA | 1.03% | — | ×0.780 | — | ×1.030 | 0.83% |
| Singles /BIP | 28.57% | ÷1.022 | ×0.920 | ×1.050 | ×1.030 | 27.82% |
| Doubles /BIP | 9.34% | ÷1.055 | ×0.830 | ×1.050 | ×1.030 | 7.95% |
| Triples /BIP | 0.55% | ÷1.017 | ×0.910 | ×1.050 | ×1.030 | 0.53% |
| Home runs /BIP | 3.30% | ÷0.870 | ×0.800 | — | ×1.030 | 3.12% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 74, 1B 104, 2B 111, 3B 103, K 90, BB 119 — 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 ×1.050.
Result: wOBA .363 → .295; ISO .147 → .122; BABIP .395 → .372. 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 Rockies · 30 PAwOBA .365 → .235 (−130)K% 26.7% → 38.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.67% | ÷0.993 | ×1.440 | — | — | 38.68% |
| BB% (unintentional) /PA | 3.33% | ÷0.987 | ×0.620 | — | ×0.995 | 2.08% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.995 | 0.00% |
| Singles /BIP | 28.57% | ÷1.021 | ×0.820 | — | ×0.995 | 22.83% |
| Doubles /BIP | 19.05% | ÷0.991 | ×0.720 | — | ×0.995 | 13.77% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.720 | — | ×0.995 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.970 | ×0.780 | — | ×0.995 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 104, 2B 98, 3B 130, K 99, BB 97 — 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 .365 → .235; ISO .138 → .084; BABIP .476 → .366. 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 ROKACL Rockies · 175 PAwOBA .347 → .219 (−128)K% 32.0% → 46.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.00% | ÷0.991 | ×1.440 | — | — | 46.51% |
| BB% (unintentional) /PA | 8.57% | ÷1.035 | ×0.620 | — | ×1.008 | 5.17% |
| HBP% /PA | 0.57% | — | ×0.720 | — | ×1.008 | 0.41% |
| Singles /BIP | 30.10% | ÷1.003 | ×0.820 | ×1.030 | ×1.008 | 25.52% |
| Doubles /BIP | 9.71% | ÷1.034 | ×0.720 | ×1.030 | ×1.008 | 7.01% |
| Triples /BIP | 4.85% | ÷1.150 | ×0.720 | ×1.030 | ×1.008 | 3.15% |
| Home runs /BIP | 0.97% | ÷1.044 | ×0.780 | — | ×1.008 | 0.73% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 109, 1B 101, 2B 107, 3B 130, K 98, BB 107 — applied at half strength. Age: age 19 vs a level average of 19.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.030.
Result: wOBA .347 → .219; ISO .145 → .082; BABIP .451 → .359. 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 DSLDSL Colorado · 180 PAwOBA .416 → .272 (−144)K% 17.8% → 21.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.78% | ÷1.030 | ×1.220 | — | — | 21.05% |
| BB% (unintentional) /PA | 14.44% | ÷0.967 | ×0.700 | — | ×1.008 | 10.54% |
| HBP% /PA | 0.56% | — | ×0.700 | — | ×1.008 | 0.39% |
| Singles /BIP | 21.85% | ÷1.049 | ×0.680 | ×1.050 | ×1.008 | 14.98% |
| Doubles /BIP | 9.24% | ÷0.968 | ×0.600 | ×1.050 | ×1.008 | 6.06% |
| Triples /BIP | 2.52% | ÷0.900 | ×0.600 | ×1.050 | ×1.008 | 1.78% |
| Home runs /BIP | 5.88% | ÷1.146 | ×0.470 | — | ×1.008 | 2.43% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 129, 1B 110, 2B 94, 3B 80, K 106, BB 93 — applied at half strength. Age: age 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .416 → .272; ISO .252 → .137; BABIP .351 → .230. 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 DSLDSL Rockies · 241 PAwOBA .354 → .237 (−117)K% 27.4% → 31.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.39% | ÷1.070 | ×1.220 | — | — | 31.23% |
| BB% (unintentional) /PA | 8.71% | ÷0.968 | ×0.700 | — | ×1.022 | 6.44% |
| HBP% /PA | 1.24% | — | ×0.700 | — | ×1.022 | 0.89% |
| Singles /BIP | 32.43% | ÷1.043 | ×0.680 | ×1.050 | ×1.022 | 22.71% |
| Doubles /BIP | 8.11% | ÷0.990 | ×0.600 | ×1.050 | ×1.022 | 5.28% |
| Triples /BIP | 1.35% | ÷0.900 | ×0.600 | ×1.050 | ×1.022 | 0.97% |
| Home runs /BIP | 2.70% | ÷1.233 | ×0.470 | — | ×1.022 | 1.05% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 147, 1B 109, 2B 98, 3B 80, K 114, BB 94 — 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 ×1.050.
Result: wOBA .354 → .237; ISO .131 → .072; BABIP .428 → .291. 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).