Sebastian Walcott
SS Frisco RoughRiders| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 18 | AA/A+TEX | 515 | .265/.346/.452 | 11 | 27 | 65 | — | .207/.262/.354 |
| 2025 | 19 | AATEX | 552 | .255/.357/.386 | 13 | 32 | 82 | — | .233/.306/.342 |
| 2026 | 20 | AA/INTL2 orgs | 218 | .304/.384/.545 | 10 | 19 | 114 | — | .268/.327/.471 |
| 2027PROJ12% MLB | 21 | MLBTEX | 25 | .234/.300/.383 | 1 | 1 | 90 | 0.1 | |
| 2028PROJ54% MLB | 22 | MLBTEX | 209 | .241/.307/.408 | 7 | 7 | 98 | 0.7 | |
| 2029PROJ68% MLB | 23 | MLBTEX | 300 | .248/.315/.434 | 12 | 10 | 107 | 1.3 |
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.
| 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) | |||||||||||||||||||||||||||||||
| 2023 | 17 | A+ | Hickory Crawdads | — | 16 | 13 | 2 | 1 | 0 | 0 | 3 | 5 | 0 | 0 | 1 | 154 | 312 | 231 | 543 | 77 | 250 | 31 | 19 | 268 | 13 | — | — | — | — | — | — |
| 2023 | 17 | ROK | ACL Rangers | — | 199 | 174 | 44 | 12 | 4 | 7 | 20 | 59 | 3 | 12 | 5 | 253 | 340 | 489 | 829 | 236 | 336 | 30 | 10 | 360 | 35 | — | — | — | — | — | — |
| 2024 | 18 | AA | Frisco RoughRiders | — | 24 | 23 | 8 | 3 | 0 | 1 | 1 | 7 | 0 | 1 | 0 | 348 | 375 | 609 | 984 | 261 | 467 | 29 | 4 | 427 | 113 | — | — | — | — | — | — |
| 2024 | 18 | A+ | Hickory Crawdads | — | 491 | 433 | 113 | 31 | 9 | 10 | 52 | 125 | 3 | 26 | 8 | 261 | 344 | 443 | 788 | 182 | 342 | 25 | 11 | 348 | 63 | — | — | — | — | — | — |
| 2025 | 19 | AA | Frisco RoughRiders | — | 552 | 474 | 121 | 19 | 2 | 13 | 70 | 108 | 5 | 32 | 10 | 255 | 357 | 386 | 743 | 131 | 303 | 20 | 13 | 337 | 82 | — | — | — | — | — | — |
| 2026 | 20 | AA | Frisco RoughRiders | — | 171 | 152 | 49 | 13 | 0 | 9 | 17 | 39 | 2 | 11 | 0 | 322 | 398 | 586 | 983 | 263 | 385 | 23 | 10 | 428 | 119 | — | — | — | — | — | — |
| 2026 | 20 | INTL | Surprise Saguaros | — | 47 | 39 | 9 | 3 | 0 | 1 | 6 | 11 | 0 | 8 | 1 | 231 | 333 | 385 | 718 | 154 | 276 | 23 | 13 | 312 | 97 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 17 | A+ MLE | Hickory Crawdads | — | 16 | 14 | 2 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 1 | 143 | 250 | 214 | 464 | 71 | 216 | 44 | 12 | 187 | 13 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | ACL Rangers | — | 199 | 181 | 27 | 7 | 2 | 4 | 13 | 90 | 3 | 12 | 5 | 149 | 218 | 276 | 495 | 127 | 255 | 45 | 7 | 220 | 35 | — | — | — | — | — | — |
| 2024 | 18 | AA MLE | Frisco RoughRiders | — | 24 | 23 | 7 | 2 | 0 | 1 | 1 | 8 | 0 | 1 | 0 | 304 | 333 | 522 | 855 | 217 | 421 | 33 | 4 | 335 | 113 | — | — | — | — | — | — |
| 2024 | 18 | A+ MLE | Hickory Crawdads | — | 491 | 454 | 92 | 24 | 7 | 9 | 31 | 165 | 3 | 26 | 8 | 203 | 258 | 346 | 604 | 143 | 291 | 34 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2025 | 19 | AA MLE | Frisco RoughRiders | — | 552 | 497 | 116 | 17 | 2 | 11 | 47 | 136 | 5 | 32 | 10 | 233 | 306 | 342 | 648 | 109 | 297 | 25 | 9 | 290 | 82 | — | — | — | — | — | — |
| 2026 | 20 | AA MLE | Frisco RoughRiders | — | 171 | 157 | 42 | 11 | 0 | 7 | 12 | 48 | 2 | 11 | 0 | 268 | 327 | 471 | 799 | 204 | 340 | 28 | 7 | 344 | 119 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | 2 teams | — | 215 | 195 | 29 | 8 | 2 | 4 | 15 | 97 | 3 | 12 | 6 | 149 | 221 | 272 | 492 | 123 | 260 | 45 | 7 | 218 | 33 | — | — | — | — | — | — |
| 2023 | 17 | ROK RAW | 2 teams | — | 215 | 187 | 46 | 13 | 4 | 7 | 23 | 64 | 3 | 12 | 6 | 246 | 338 | 471 | 809 | 225 | 331 | 30 | 11 | 353 | 33 | — | — | — | — | — | — |
| 2024 | 18 | A+ MLE | 2 teams | — | 515 | 477 | 98 | 26 | 7 | 9 | 32 | 174 | 3 | 27 | 8 | 205 | 260 | 346 | 606 | 140 | 300 | 34 | 6 | 265 | 66 | — | — | — | — | — | — |
| 2024 | 18 | A+ RAW | 2 teams | — | 515 | 456 | 121 | 34 | 9 | 11 | 53 | 132 | 3 | 27 | 8 | 265 | 346 | 452 | 797 | 186 | 348 | 26 | 10 | 351 | 66 | — | — | — | — | — | — |
| 2025 | 19 | AA MLE | Frisco RoughRiders | — | 552 | 497 | 116 | 17 | 2 | 11 | 47 | 136 | 5 | 32 | 10 | 233 | 306 | 342 | 648 | 109 | 297 | 25 | 9 | 290 | 82 | — | — | — | — | — | — |
| 2025 | 19 | AA RAW | Frisco RoughRiders | — | 552 | 474 | 121 | 19 | 2 | 13 | 70 | 108 | 5 | 32 | 10 | 255 | 357 | 386 | 743 | 131 | 303 | 20 | 13 | 337 | 82 | — | — | — | — | — | — |
| 2026 | 20 | AA MLE | 2 teams | — | 218 | 198 | 53 | 13 | 0 | 9 | 16 | 61 | 2 | 19 | 1 | 268 | 329 | 470 | 798 | 202 | 338 | 28 | 7 | 344 | 119 | — | — | — | — | — | — |
| 2026 | 20 | AA RAW | 2 teams | — | 218 | 191 | 58 | 16 | 0 | 10 | 23 | 50 | 2 | 19 | 1 | 304 | 384 | 545 | 929 | 241 | 361 | 23 | 11 | 403 | 119 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | 2 teams | — | 215 | 195 | 29 | 8 | 2 | 4 | 15 | 97 | 3 | 12 | 6 | 149 | 221 | 272 | 492 | 123 | 252 | 45 | 7 | 218 | 33 | — | — | — | — | — | — |
| 2024 | 18 | A+ MLE | 2 teams | — | 515 | 475 | 98 | 26 | 7 | 9 | 32 | 174 | 3 | 27 | 8 | 206 | 260 | 347 | 607 | 141 | 297 | 34 | 6 | 265 | 66 | — | — | — | — | — | — |
| 2025 | 19 | AA MLE | Frisco RoughRiders | — | 552 | 495 | 116 | 17 | 2 | 11 | 47 | 136 | 5 | 32 | 10 | 234 | 306 | 343 | 649 | 109 | 297 | 25 | 9 | 290 | 82 | — | — | — | — | — | — |
| 2026 | 20 | AA MLE | 2 teams | — | 218 | 198 | 53 | 13 | 0 | 9 | 16 | 61 | 2 | 19 | 1 | 268 | 329 | 470 | 798 | 202 | 340 | 28 | 7 | 344 | 119 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 18 | A+ MLE | 2 teams | — | 515 | 475 | 98 | 26 | 7 | 9 | 32 | 174 | 3 | 27 | 8 | 206 | 260 | 347 | 607 | 141 | 297 | 34 | 6 | 265 | 66 | — | — | — | — | — | — |
| 2025 | 19 | AA MLE | Frisco RoughRiders | — | 552 | 495 | 116 | 17 | 2 | 11 | 47 | 136 | 5 | 32 | 10 | 234 | 306 | 343 | 649 | 109 | 297 | 25 | 9 | 290 | 82 | — | — | — | — | — | — |
| 2026 | 20 | AA MLE | 2 teams | — | 218 | 198 | 53 | 13 | 0 | 9 | 16 | 61 | 2 | 19 | 1 | 268 | 329 | 470 | 798 | 202 | 340 | 28 | 7 | 344 | 119 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 21 | MLB MLE | TEX | 12% | 469 | 426 | 99 | 20 | 2 | 12 | 36 | 116 | 4 | 17 | 4 | 233 | 299 | 377 | 676 | 144 | 290 | 25 | 8 | 301 | 90 | -6 | +2 | -1 | +5 | +10 | 0.6 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 21 | MLB CTX | TEX | 12% | 25 | 23 | 5 | 1 | 0 | 1 | 2 | 6 | 0 | 1 | 0 | 234 | 300 | 383 | 682 | 148 | 289 | 24 | 8 | 304 | 90 | -0 | +0 | -0 | +0 | +1 | 0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 22 | MLB MLE | TEX | 54% | 388 | 352 | 84 | 16 | 2 | 12 | 30 | 94 | 3 | 14 | 3 | 240 | 306 | 401 | 707 | 161 | 291 | 24 | 8 | 313 | 98 | -1 | +2 | -0 | +4 | +8 | 1.3 |
| 2029 | 23 | MLB MLE | TEX | 68% | 441 | 399 | 98 | 19 | 2 | 16 | 35 | 105 | 4 | 15 | 3 | 246 | 313 | 425 | 738 | 179 | 292 | 24 | 8 | 326 | 107 | +3 | +2 | -0 | +5 | +10 | 2.0 |
| 2030 | 24 | MLB MLE | TEX | 71% | 469 | 424 | 106 | 20 | 2 | 19 | 38 | 110 | 4 | 15 | 3 | 251 | 319 | 445 | 764 | 193 | 294 | 23 | 8 | 335 | 113 | +7 | +2 | +0 | +5 | +10 | 2.5 |
| 2031 | 25 | MLB MLE | TEX | 72% | 481 | 435 | 110 | 20 | 2 | 21 | 39 | 113 | 4 | 14 | 3 | 254 | 322 | 456 | 779 | 202 | 294 | 23 | 8 | 341 | 117 | +10 | +2 | +1 | +5 | +10 | 2.9 |
| 2032 | 26 | MLB MLE | TEX | 73% | 485 | 438 | 112 | 21 | 2 | 22 | 40 | 113 | 4 | 14 | 3 | 256 | 324 | 462 | 786 | 207 | 294 | 23 | 8 | 344 | 119 | +11 | +2 | +1 | +5 | +11 | 3.0 |
| 2033 | 27 | MLB MLE | TEX | 72% | 481 | 434 | 109 | 20 | 2 | 21 | 40 | 113 | 4 | 13 | 3 | 255 | 323 | 460 | 783 | 205 | 294 | 23 | 8 | 343 | 118 | +10 | +1 | +1 | +5 | +10 | 2.9 |
| 2034 | 28 | MLB MLE | TEX | 71% | 477 | 431 | 109 | 20 | 2 | 21 | 39 | 113 | 4 | 11 | 3 | 253 | 321 | 455 | 777 | 203 | 293 | 24 | 8 | 340 | 117 | +9 | +1 | +0 | +5 | +10 | 2.7 |
| 2035 | 29 | MLB MLE | TEX | 69% | 467 | 422 | 105 | 19 | 2 | 20 | 38 | 112 | 4 | 9 | 2 | 251 | 318 | 449 | 768 | 199 | 292 | 24 | 8 | 337 | 114 | +8 | +1 | -0 | +5 | +10 | 2.4 |
| 2036 | 30 | MLB MLE | TEX | 68% | 456 | 413 | 102 | 19 | 2 | 19 | 37 | 111 | 3 | 7 | 2 | 248 | 315 | 442 | 757 | 194 | 290 | 24 | 8 | 333 | 111 | +6 | +1 | -1 | +5 | +10 | 2.1 |
| 2037 | 31 | MLB MLE | TEX | 68% | 446 | 404 | 98 | 18 | 2 | 18 | 36 | 110 | 3 | 4 | 2 | 244 | 310 | 433 | 743 | 189 | 288 | 25 | 8 | 327 | 107 | +4 | +0 | -2 | +5 | +10 | 1.7 |
| 2038 | 32 | MLB MLE | TEX | 67% | 435 | 395 | 94 | 17 | 2 | 17 | 34 | 110 | 3 | 2 | 3 | 238 | 304 | 420 | 724 | 181 | 284 | 25 | 8 | 319 | 102 | +1 | -1 | -3 | +5 | +9 | 1.2 |
| 2039 | 33 | MLB MLE | TEX | 67% | 382 | 347 | 80 | 14 | 1 | 14 | 30 | 98 | 2 | 2 | 3 | 232 | 297 | 404 | 701 | 172 | 279 | 26 | 8 | 310 | 96 | -2 | -1 | -3 | +4 | +8 | 0.6 |
| 2040 | 34 | MLB MLE | TEX | 63% | 324 | 294 | 65 | 11 | 1 | 11 | 25 | 86 | 2 | 2 | 3 | 224 | 287 | 385 | 672 | 162 | 272 | 27 | 8 | 298 | 88 | -5 | -1 | -4 | +3 | +7 | 0.1 |
| 2028 | 22 | MLB CTX | TEX | 54% | 209 | 189 | 46 | 9 | 1 | 7 | 16 | 51 | 2 | 7 | 2 | 241 | 307 | 408 | 716 | 167 | 290 | 24 | 8 | 317 | 98 | -0 | +1 | -0 | +2 | +5 | 0.7 |
| 2029 | 23 | MLB CTX | TEX | 68% | 300 | 270 | 68 | 12 | 2 | 12 | 24 | 72 | 3 | 10 | 2 | 248 | 315 | 434 | 749 | 186 | 292 | 24 | 8 | 330 | 107 | +2 | +1 | -0 | +3 | +6 | 1.3 |
| 2030 | 24 | MLB CTX | TEX | 71% | 333 | 300 | 77 | 14 | 2 | 15 | 27 | 78 | 3 | 11 | 2 | 254 | 321 | 455 | 776 | 202 | 294 | 23 | 8 | 340 | 113 | +5 | +1 | +0 | +4 | +7 | 1.8 |
| 2031 | 25 | MLB CTX | TEX | 72% | 348 | 314 | 80 | 14 | 2 | 16 | 28 | 82 | 3 | 10 | 2 | 257 | 325 | 468 | 792 | 211 | 294 | 24 | 8 | 347 | 117 | +7 | +1 | +1 | +4 | +8 | 2.1 |
| 2032 | 26 | MLB CTX | TEX | 73% | 354 | 319 | 82 | 14 | 2 | 17 | 29 | 83 | 3 | 10 | 2 | 258 | 326 | 474 | 801 | 216 | 294 | 23 | 8 | 350 | 119 | +8 | +1 | +1 | +4 | +8 | 2.2 |
| 2033 | 27 | MLB CTX | TEX | 72% | 345 | 311 | 80 | 14 | 2 | 16 | 28 | 81 | 3 | 9 | 2 | 257 | 325 | 472 | 797 | 215 | 294 | 23 | 8 | 348 | 118 | +8 | +1 | +1 | +4 | +7 | 2.1 |
| 2034 | 28 | MLB CTX | TEX | 71% | 339 | 305 | 79 | 14 | 2 | 16 | 28 | 80 | 3 | 8 | 2 | 255 | 323 | 467 | 791 | 212 | 293 | 24 | 8 | 346 | 117 | +7 | +1 | +0 | +4 | +7 | 1.9 |
| 2035 | 29 | MLB CTX | TEX | 69% | 323 | 291 | 74 | 13 | 2 | 15 | 26 | 78 | 3 | 6 | 2 | 253 | 321 | 461 | 782 | 208 | 292 | 24 | 8 | 342 | 114 | +5 | +0 | -0 | +3 | +7 | 1.6 |
| 2036 | 30 | MLB CTX | TEX | 68% | 311 | 281 | 70 | 12 | 1 | 14 | 25 | 76 | 2 | 5 | 1 | 250 | 317 | 453 | 770 | 203 | 290 | 24 | 8 | 338 | 111 | +4 | +1 | -1 | +3 | +7 | 1.4 |
| 2037 | 31 | MLB CTX | TEX | 68% | 302 | 273 | 67 | 12 | 1 | 13 | 24 | 75 | 2 | 3 | 1 | 246 | 312 | 443 | 756 | 197 | 288 | 25 | 8 | 332 | 107 | +3 | +0 | -1 | +3 | +7 | 1.2 |
| 2038 | 32 | MLB CTX | TEX | 67% | 293 | 266 | 63 | 11 | 1 | 12 | 23 | 74 | 2 | 1 | 2 | 241 | 306 | 430 | 737 | 190 | 284 | 25 | 8 | 324 | 102 | +1 | -1 | -2 | +3 | +6 | 0.8 |
| 2039 | 33 | MLB CTX | TEX | 67% | 257 | 233 | 54 | 9 | 1 | 10 | 20 | 66 | 2 | 2 | 2 | 234 | 299 | 414 | 713 | 180 | 279 | 26 | 8 | 314 | 96 | -1 | -0 | -2 | +3 | +6 | 0.4 |
| 2040 | 34 | MLB CTX | TEX | 63% | 203 | 185 | 43 | 7 | 1 | 8 | 15 | 54 | 1 | 1 | 2 | 226 | 289 | 395 | 684 | 169 | 272 | 27 | 7 | 302 | 88 | -3 | -1 | -3 | +2 | +4 | 0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 3917 | 3537 | 883 | 155 | 20 | 171 | 313 | 950 | 32 | 83 | 24 | 250 | 316 | 450 | 766 | 200 | 292 | 24 | 8 | 335 | 102 | +45 | +7 | -7 | +42 | +85 | 17.6 | |
| / 162G | — | A+C | — | 650 | 587 | 146 | 26 | 3 | 28 | 52 | 158 | 5 | 14 | 4 | 249 | 315 | 446 | 762 | 198 | 291 | 24 | 8 | 335 | 102 | +8 | +1 | -1 | +7 | +14 | 2.9 | |
| Career | — | MLE | — | 7442 | 6745 | 1612 | 307 | 36 | 269 | 587 | 1908 | 59 | 219 | 63 | 239 | 306 | 415 | 720 | 176 | 292 | 26 | 8 | 319 | 102 | +61 | +11 | -11 | +64 | +129 | 25.8 | |
| / 162G | — | MLE | — | 650 | 589 | 140 | 27 | 3 | 23 | 51 | 167 | 5 | 19 | 6 | 238 | 303 | 411 | 714 | 173 | 291 | 26 | 8 | 319 | 102 | +7 | +1 | -1 | +7 | +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 AAFrisco RoughRiders · 171 PAwOBA .416 → .344 (−72)K% 22.8% → 27.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.81% | ÷1.000 | ×1.220 | — | — | 27.82% |
| BB% (unintentional) /PA | 9.94% | ÷1.000 | ×0.700 | — | ×1.050 | 7.31% |
| HBP% /PA | 1.17% | — | ×0.870 | — | ×1.050 | 1.07% |
| Singles /BIP | 23.89% | ÷1.000 | ×0.920 | ×0.954 | ×1.050 | 22.01% |
| Doubles /BIP | 11.50% | ÷1.000 | ×0.840 | ×0.954 | ×1.050 | 9.68% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.940 | ×0.954 | ×1.050 | 0.00% |
| Home runs /BIP | 7.96% | ÷1.000 | ×0.800 | — | ×1.050 | 6.69% |
Factors used: league row TL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.954.
Result: wOBA .416 → .344; ISO .263 → .214; BABIP .385 → .340. 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 AAFrisco RoughRiders · 552 PAwOBA .330 → .290 (−40)K% 19.6% → 24.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.57% | ÷0.971 | ×1.220 | — | — | 24.58% |
| BB% (unintentional) /PA | 12.68% | ÷1.080 | ×0.700 | — | ×1.050 | 8.63% |
| HBP% /PA | 0.91% | — | ×0.870 | — | ×1.050 | 0.83% |
| Singles /BIP | 23.77% | ÷0.975 | ×0.920 | ×1.007 | ×1.050 | 23.73% |
| Doubles /BIP | 5.19% | ÷0.968 | ×0.840 | ×1.007 | ×1.050 | 4.76% |
| Triples /BIP | 0.55% | ÷0.921 | ×0.940 | ×1.007 | ×1.050 | 0.59% |
| Home runs /BIP | 3.55% | ÷0.976 | ×0.800 | — | ×1.050 | 3.06% |
Factors used: league row TL. Park (home-season share, regressed): HR 95, 1B 95, 2B 94, 3B 84, K 94, BB 116 — applied at half strength. Age: age 19 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (5.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.007.
Result: wOBA .330 → .290; ISO .131 → .116; BABIP .303 → .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).
2024 A+Hickory Crawdads · 491 PAwOBA .340 → .262 (−77)K% 25.5% → 33.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.46% | ÷0.988 | ×1.310 | — | — | 33.75% |
| BB% (unintentional) /PA | 10.39% | ÷1.019 | ×0.600 | — | ×1.050 | 6.42% |
| HBP% /PA | 0.61% | — | ×0.770 | — | ×1.050 | 0.49% |
| Singles /BIP | 20.45% | ÷1.026 | ×0.870 | ×0.983 | ×1.050 | 17.90% |
| Doubles /BIP | 10.06% | ÷0.994 | ×0.780 | ×0.983 | ×1.050 | 8.16% |
| Triples /BIP | 2.92% | ÷1.014 | ×0.850 | ×0.983 | ×1.050 | 2.53% |
| Home runs /BIP | 3.25% | ÷1.014 | ×0.880 | — | ×1.050 | 2.96% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 103, 1B 105, 2B 99, 3B 103, K 98, BB 104 — applied at half strength. Age: age 18 vs a level average of 22.8 → +5.0% on BB/HBP/hit rates (4.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.983.
Result: wOBA .340 → .262; ISO .182 → .149; BABIP .342 → .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).
2024 AAFrisco RoughRiders · 24 PAwOBA .415 → .335 (−79)K% 29.2% → 35.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.17% | ÷1.010 | ×1.220 | — | — | 35.22% |
| BB% (unintentional) /PA | 4.17% | ÷1.034 | ×0.700 | — | ×1.050 | 2.96% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.050 | 0.00% |
| Singles /BIP | 25.00% | ÷1.018 | ×0.920 | — | ×1.050 | 23.73% |
| Doubles /BIP | 18.75% | ÷1.012 | ×0.840 | — | ×1.050 | 16.34% |
| Triples /BIP | 0.00% | ÷1.138 | ×0.940 | — | ×1.050 | 0.00% |
| Home runs /BIP | 6.25% | ÷1.080 | ×0.800 | — | ×1.050 | 4.86% |
Factors used: league row TL. Park (home-season share, regressed): HR 116, 1B 104, 2B 102, 3B 128, K 102, BB 107 — applied at half strength. Age: age 18 vs a level average of 24.8 → +5.0% on BB/HBP/hit rates (6.8 yr younger than average).
Result: wOBA .415 → .335; ISO .261 → .199; BABIP .467 → .421. 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 ROKACL Rangers · 199 PAwOBA .354 → .220 (−134)K% 29.6% → 45.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.65% | ÷0.940 | ×1.440 | — | — | 45.41% |
| BB% (unintentional) /PA | 10.05% | ÷0.973 | ×0.620 | — | ×1.038 | 6.64% |
| HBP% /PA | 1.51% | — | ×0.720 | — | ×1.038 | 1.13% |
| Singles /BIP | 18.26% | ÷1.003 | ×0.820 | ×0.981 | ×1.038 | 15.19% |
| Doubles /BIP | 10.43% | ÷1.032 | ×0.720 | ×0.981 | ×1.038 | 7.41% |
| Triples /BIP | 3.48% | ÷1.114 | ×0.720 | ×0.981 | ×1.038 | 2.29% |
| Home runs /BIP | 6.09% | ÷1.124 | ×0.780 | — | ×1.038 | 4.38% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 125, 1B 101, 2B 106, 3B 123, K 88, BB 95 — applied at half strength. Age: age 17 vs a level average of 19.5 → +3.8% on BB/HBP/hit rates (2.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.981.
Result: wOBA .354 → .220; ISO .236 → .135; BABIP .336 → .255. 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+Hickory Crawdads · 16 PAwOBA .262 → .187 (−75)K% 31.2% → 42.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.25% | ÷0.974 | ×1.310 | — | — | 42.02% |
| BB% (unintentional) /PA | 18.75% | ÷1.000 | ×0.600 | — | ×1.050 | 11.81% |
| HBP% /PA | 0.00% | — | ×0.770 | — | ×1.050 | 0.00% |
| Singles /BIP | 12.50% | ÷1.040 | ×0.870 | — | ×1.050 | 10.98% |
| Doubles /BIP | 12.50% | ÷0.960 | ×0.780 | — | ×1.050 | 10.66% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | — | ×1.050 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.948 | ×0.880 | — | ×1.050 | 0.00% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 90, 1B 108, 2B 92, 3B 130, K 95, BB 100 — applied at half strength. Age: age 17 vs a level average of 22.8 → +5.0% on BB/HBP/hit rates (5.8 yr younger than average).
Result: wOBA .262 → .187; ISO .077 → .061; BABIP .250 → .216. 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 — .