Josh Smith
2B Toronto Blue Jays| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 26 | MLBTEX | 592 | .258/.339/.394 | 13 | 11 | 106 | 2.2 | |
| 2025 | 27 | MLBTEX | 563 | .251/.335/.366 | 10 | 12 | 97 | 1.4 | |
| 2026 | 28 | AAATOR | 124 | .204/.322/.311 | 2 | 6 | 45 | — | .168/.264/.234 |
| 2026 | 28 | MLBTOR | 243 | .203/.293/.321 | 6 | 4 | 72 | -0.2 | |
| 2027PROJ | 29 | MLBTOR | 376 | .233/.316/.350 | 7 | 9 | 90 | 0.5 | |
| 2028PROJ | 30 | MLBTOR | 362 | .229/.312/.342 | 7 | 6 | 87 | 0.0 | |
| 2029PROJ | 31 | MLBTOR | 344 | .225/.307/.332 | 6 | 3 | 83 | -0.2 |
Tools · Recent Form · Splits · ContractCON 50 / POW 40
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) | |||||||||||||||||||||||||||||||
| 2021 | 23 | AA | Frisco RoughRiders | — | 127 | 102 | 30 | 5 | 0 | 3 | 18 | 20 | 6 | 7 | 2 | 294 | 429 | 431 | 860 | 137 | 338 | 16 | 14 | 390 | 108 | — | — | — | — | — | — |
| 2021 | 23 | A+ | Hickory Crawdads | — | 174 | 147 | 46 | 15 | 3 | 4 | 18 | 36 | 8 | 14 | 3 | 313 | 416 | 537 | 954 | 224 | 393 | 21 | 10 | 417 | 99 | — | — | — | — | — | — |
| 2021 | 23 | A | Tampa Tarpons | — | 50 | 39 | 13 | 0 | 0 | 6 | 7 | 6 | 4 | 5 | 0 | 333 | 480 | 795 | 1.275 | 462 | 259 | 12 | 14 | 533 | 170 | — | — | — | — | — | — |
| 2022 | 24 | MLB | Texas Rangers | — | 253 | 213 | 42 | 5 | 0 | 2 | 28 | 50 | 7 | 4 | 3 | 197 | 310 | 249 | 559 | 52 | 244 | 20 | 11 | 265 | 63 | -11 | -0 | +1 | +2 | +5 | -0.3 |
| 2022 | 24 | AAA | Round Rock Express | — | 261 | 221 | 64 | 13 | 4 | 6 | 33 | 54 | 6 | 9 | 4 | 290 | 396 | 466 | 862 | 176 | 358 | 21 | 13 | 384 | 110 | — | — | — | — | — | — |
| 2023 | 25 | MLB | Texas Rangers | — | 232 | 195 | 36 | 8 | 1 | 6 | 25 | 55 | 9 | 1 | 0 | 185 | 306 | 328 | 634 | 144 | 222 | 24 | 11 | 291 | 80 | -6 | +0 | -2 | +1 | +5 | -0.2 |
| 2023 | 25 | INTL | Leones del Escogido | — | 21 | 18 | 4 | 0 | 0 | 0 | 3 | 5 | 0 | 2 | 0 | 222 | 333 | 222 | 556 | 308 | 24 | 14 | 272 | 70 | — | — | — | — | — | — | |
| 2024 | 26 | MLB | Texas Rangers | — | 592 | 523 | 135 | 30 | 1 | 13 | 46 | 121 | 18 | 11 | 2 | 258 | 339 | 394 | 733 | 136 | 311 | 20 | 8 | 329 | 106 | +5 | +1 | +1 | +2 | +13 | 2.2 |
| 2025 | 27 | MLB | Texas Rangers | — | 563 | 495 | 124 | 23 | 2 | 10 | 55 | 100 | 8 | 12 | 3 | 251 | 335 | 366 | 700 | 115 | 295 | 18 | 10 | 317 | 97 | -2 | +1 | -3 | +6 | +12 | 1.4 |
| 2026 | 28 | MLB | Toronto Blue Jays | — | 243 | 212 | 43 | 5 | 1 | 6 | 25 | 56 | 2 | 4 | 1 | 203 | 293 | 321 | 614 | 118 | 243 | 23 | 10 | 278 | 72 | -8 | +0 | -1 | +1 | +5 | -0.2 |
| 2026 | 28 | AAA | Buffalo Bisons | — | 124 | 103 | 21 | 5 | 0 | 2 | 14 | 20 | 4 | 6 | 0 | 204 | 322 | 311 | 633 | 107 | 226 | 16 | 11 | 290 | 45 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 1883 | 1638 | 380 | 71 | 5 | 37 | 179 | 382 | 44 | 32 | 9 | 232 | 324 | 349 | 673 | 117 | 279 | 20 | 10 | 305 | 93 | -16 | +3 | -4 | +12 | +41 | 3.6 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 23 | AA MLE | Frisco RoughRiders | — | 127 | 109 | 29 | 5 | 0 | 2 | 11 | 23 | 6 | 7 | 2 | 266 | 365 | 367 | 732 | 101 | 311 | 18 | 9 | 328 | 108 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Hickory Crawdads | — | 174 | 152 | 35 | 10 | 2 | 4 | 13 | 49 | 8 | 14 | 3 | 230 | 324 | 401 | 725 | 171 | 318 | 28 | 7 | 315 | 99 | — | — | — | — | — | — |
| 2021 | 23 | A MLE | Tampa Tarpons | — | 50 | 41 | 12 | 0 | 0 | 5 | 5 | 8 | 4 | 5 | 0 | 293 | 420 | 659 | 1.079 | 366 | 223 | 16 | 10 | 419 | 170 | — | — | — | — | — | — |
| 2022 | 24 | MLB MLE | Texas Rangers | — | 253 | 213 | 42 | 5 | 0 | 2 | 28 | 50 | 7 | 4 | 3 | 197 | 310 | 249 | 559 | 52 | 244 | 20 | 11 | 262 | 63 | -11 | -0 | +1 | +2 | +5 | -0.3 |
| 2022 | 24 | AAA MLE | Round Rock Express | — | 261 | 231 | 61 | 12 | 4 | 5 | 23 | 64 | 6 | 9 | 4 | 264 | 346 | 416 | 762 | 152 | 340 | 25 | 9 | 331 | 110 | — | — | — | — | — | — |
| 2023 | 25 | MLB MLE | Texas Rangers | — | 232 | 195 | 36 | 8 | 1 | 6 | 25 | 55 | 9 | 1 | 0 | 185 | 306 | 328 | 634 | 144 | 222 | 24 | 11 | 286 | 80 | -6 | +0 | -2 | +1 | +5 | -0.2 |
| 2024 | 26 | MLB MLE | Texas Rangers | — | 592 | 524 | 135 | 31 | 1 | 12 | 45 | 121 | 18 | 11 | 2 | 258 | 337 | 389 | 727 | 132 | 311 | 20 | 8 | 325 | 106 | +5 | +1 | +1 | +2 | +13 | 2.2 |
| 2025 | 27 | MLB MLE | Texas Rangers | — | 563 | 498 | 124 | 24 | 2 | 9 | 53 | 100 | 8 | 12 | 3 | 249 | 331 | 359 | 690 | 110 | 295 | 18 | 9 | 312 | 97 | -2 | +1 | -3 | +6 | +12 | 1.4 |
| 2026 | 28 | MLB MLE | Toronto Blue Jays | — | 243 | 213 | 43 | 5 | 1 | 6 | 24 | 56 | 2 | 4 | 1 | 202 | 289 | 319 | 608 | 117 | 243 | 23 | 10 | 274 | 72 | -8 | +0 | -1 | +1 | +5 | -0.2 |
| 2026 | 28 | AAA MLE | Buffalo Bisons | — | 124 | 107 | 18 | 4 | 0 | 1 | 10 | 24 | 4 | 6 | 0 | 168 | 264 | 234 | 498 | 65 | 190 | 19 | 8 | 234 | 45 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | 3 teams | — | 351 | 302 | 76 | 15 | 2 | 11 | 29 | 81 | 18 | 26 | 5 | 252 | 352 | 424 | 776 | 172 | 308 | 23 | 8 | 335 | 113 | — | — | — | — | — | — |
| 2021 | 23 | A+ RAW | 3 teams | — | 351 | 288 | 89 | 20 | 3 | 13 | 43 | 62 | 18 | 26 | 5 | 309 | 430 | 535 | 965 | 226 | 355 | 18 | 12 | 424 | 113 | — | — | — | — | — | — |
| 2022 | 24 | AAA MLE | 2 teams | — | 514 | 444 | 101 | 17 | 4 | 6 | 51 | 114 | 13 | 13 | 7 | 227 | 325 | 324 | 649 | 97 | 290 | 22 | 10 | 297 | 87 | — | — | — | — | — | — |
| 2022 | 24 | AAA RAW | 2 teams | — | 514 | 434 | 106 | 18 | 4 | 8 | 61 | 104 | 13 | 13 | 7 | 244 | 354 | 359 | 714 | 115 | 301 | 20 | 12 | 325 | 87 | — | — | — | — | — | — |
| 2023 | 25 | MLB MLE | 2 teams | — | 253 | 214 | 39 | 9 | 1 | 6 | 27 | 60 | 9 | 3 | 0 | 182 | 300 | 318 | 618 | 136 | 221 | 24 | 11 | 286 | 80 | -6 | +1 | -2 | +1 | +5 | -0.1 |
| 2023 | 25 | MLB RAW | 2 teams | — | 253 | 213 | 40 | 8 | 1 | 6 | 28 | 60 | 9 | 3 | 0 | 188 | 308 | 319 | 627 | 131 | 230 | 24 | 11 | 289 | 80 | -6 | +1 | -2 | +1 | +5 | -0.1 |
| 2024 | 26 | MLB MLE | Texas Rangers | — | 592 | 524 | 135 | 31 | 1 | 12 | 45 | 121 | 18 | 11 | 2 | 258 | 337 | 389 | 727 | 132 | 312 | 20 | 8 | 325 | 106 | +5 | +1 | +1 | +2 | +13 | 2.2 |
| 2024 | 26 | MLB RAW | Texas Rangers | — | 592 | 523 | 135 | 30 | 1 | 13 | 46 | 121 | 18 | 11 | 2 | 258 | 339 | 394 | 733 | 136 | 311 | 20 | 8 | 329 | 106 | +5 | +1 | +1 | +2 | +13 | 2.2 |
| 2025 | 27 | MLB MLE | Texas Rangers | — | 563 | 498 | 124 | 24 | 2 | 9 | 53 | 100 | 8 | 12 | 3 | 249 | 331 | 359 | 690 | 110 | 295 | 18 | 9 | 312 | 97 | -2 | +1 | -3 | +6 | +12 | 1.4 |
| 2025 | 27 | MLB RAW | Texas Rangers | — | 563 | 495 | 124 | 23 | 2 | 10 | 55 | 100 | 8 | 12 | 3 | 251 | 335 | 366 | 700 | 115 | 295 | 18 | 10 | 317 | 97 | -2 | +1 | -3 | +6 | +12 | 1.4 |
| 2026 | 28 | MLB MLE | 2 teams | — | 367 | 320 | 61 | 9 | 1 | 7 | 34 | 80 | 6 | 10 | 1 | 191 | 281 | 291 | 571 | 100 | 227 | 22 | 9 | 261 | 62 | -16 | +2 | -1 | +1 | +8 | -0.7 |
| 2026 | 28 | MLB RAW | 2 teams | — | 367 | 315 | 64 | 10 | 1 | 8 | 39 | 76 | 6 | 10 | 1 | 203 | 303 | 317 | 620 | 114 | 237 | 21 | 11 | 282 | 62 | -16 | +2 | -1 | +1 | +8 | -0.7 |
| 2021 | 23 | A+ MLE | 3 teams | — | 351 | 301 | 76 | 15 | 2 | 11 | 29 | 81 | 18 | 26 | 5 | 252 | 352 | 425 | 778 | 173 | 302 | 23 | 8 | 335 | 113 | — | — | — | — | — | — |
| 2022 | 24 | AAA MLE | 2 teams | — | 514 | 445 | 101 | 17 | 4 | 6 | 51 | 114 | 13 | 13 | 7 | 227 | 325 | 324 | 648 | 97 | 293 | 22 | 10 | 297 | 87 | — | — | — | — | — | — |
| 2023 | 25 | MLB MLE | 2 teams | — | 253 | 215 | 39 | 9 | 1 | 6 | 27 | 60 | 9 | 3 | 0 | 181 | 300 | 316 | 616 | 135 | 222 | 24 | 11 | 286 | 80 | — | — | — | — | — | — |
| 2024 | 26 | MLB MLE | Texas Rangers | — | 592 | 524 | 135 | 31 | 1 | 12 | 45 | 121 | 18 | 11 | 2 | 258 | 337 | 389 | 727 | 132 | 311 | 20 | 8 | 325 | 106 | — | — | — | — | — | — |
| 2025 | 27 | MLB MLE | Texas Rangers | — | 563 | 497 | 124 | 24 | 2 | 9 | 53 | 100 | 8 | 12 | 3 | 249 | 331 | 360 | 691 | 111 | 295 | 18 | 9 | 312 | 97 | — | — | — | — | — | — |
| 2026 | 28 | MLB MLE | 2 teams | — | 367 | 324 | 61 | 9 | 1 | 7 | 34 | 80 | 6 | 10 | 1 | 188 | 281 | 287 | 568 | 99 | 225 | 22 | 9 | 261 | 62 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | MLB MLE | Texas Rangers | — | 592 | 524 | 135 | 31 | 1 | 12 | 45 | 121 | 18 | 11 | 2 | 258 | 337 | 389 | 727 | 132 | 311 | 20 | 8 | 325 | 106 | — | — | — | — | — | — |
| 2025 | 27 | MLB MLE | Texas Rangers | — | 563 | 497 | 124 | 24 | 2 | 9 | 53 | 100 | 8 | 12 | 3 | 249 | 331 | 360 | 691 | 111 | 295 | 18 | 9 | 312 | 97 | — | — | — | — | — | — |
| 2026 | 28 | MLB MLE | 2 teams | — | 367 | 324 | 61 | 9 | 1 | 7 | 34 | 80 | 6 | 10 | 1 | 188 | 281 | 287 | 568 | 99 | 225 | 22 | 9 | 261 | 62 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB MLE | TOR | 100% | 464 | 411 | 94 | 17 | 1 | 9 | 42 | 92 | 8 | 10 | 3 | 232 | 315 | 349 | 664 | 117 | 275 | 20 | 9 | 301 | 90 | -6 | +1 | -2 | +2 | +10 | 0.7 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB CTX | TOR | 100% | 376 | 332 | 77 | 14 | 1 | 7 | 34 | 75 | 7 | 9 | 2 | 233 | 316 | 350 | 665 | 117 | 276 | 20 | 9 | 302 | 90 | -5 | +1 | -1 | +1 | +8 | 0.5 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 30 | MLB MLE | TOR | 100% | 362 | 321 | 73 | 13 | 1 | 7 | 32 | 73 | 6 | 6 | 2 | 229 | 312 | 341 | 652 | 112 | 273 | 20 | 9 | 296 | 87 | -6 | +0 | -3 | +1 | +8 | 0.0 |
| 2029 | 31 | MLB MLE | TOR | 100% | 344 | 305 | 68 | 12 | 1 | 6 | 30 | 71 | 6 | 3 | 1 | 224 | 307 | 331 | 637 | 106 | 270 | 21 | 9 | 290 | 83 | -7 | +0 | -4 | +1 | +7 | -0.2 |
| 2030 | 32 | MLB MLE | TOR | 100% | 319 | 283 | 62 | 11 | 1 | 5 | 28 | 67 | 5 | 1 | 1 | 218 | 300 | 317 | 617 | 99 | 266 | 21 | 9 | 282 | 77 | -9 | -0 | -5 | +1 | +7 | -0.6 |
| 2028 | 30 | MLB CTX | TOR | 100% | 362 | 321 | 73 | 13 | 1 | 7 | 32 | 73 | 6 | 6 | 2 | 229 | 312 | 342 | 654 | 112 | 274 | 20 | 9 | 297 | 87 | -6 | +0 | -3 | +1 | +8 | 0.0 |
| 2029 | 31 | MLB CTX | TOR | 100% | 344 | 305 | 68 | 12 | 1 | 6 | 30 | 71 | 6 | 3 | 1 | 225 | 307 | 332 | 639 | 106 | 271 | 21 | 9 | 291 | 83 | -7 | +0 | -4 | +1 | +7 | -0.2 |
| 2030 | 32 | MLB CTX | TOR | 100% | 319 | 283 | 62 | 11 | 1 | 5 | 28 | 67 | 5 | 1 | 1 | 219 | 301 | 318 | 618 | 99 | 267 | 21 | 9 | 283 | 77 | -9 | -0 | -5 | +1 | +7 | -0.6 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 2908 | 2547 | 583 | 107 | 8 | 55 | 269 | 593 | 61 | 42 | 13 | 229 | 317 | 342 | 659 | 113 | 276 | 20 | 9 | 300 | 90 | -38 | +3 | -16 | +16 | +63 | 2.9 | |
| / 162G | — | A+C | — | 650 | 569 | 130 | 24 | 2 | 12 | 60 | 133 | 14 | 9 | 3 | 228 | 317 | 341 | 658 | 112 | 276 | 20 | 9 | 300 | 90 | -8 | +1 | -4 | +4 | +14 | 0.6 | |
| Career | — | MLE | — | 4041 | 3543 | 815 | 155 | 15 | 76 | 363 | 842 | 96 | 94 | 24 | 230 | 318 | 347 | 665 | 117 | 279 | 21 | 9 | 301 | 90 | -42 | +4 | -18 | +17 | +71 | 3.3 | |
| / 162G | — | MLE | — | 650 | 570 | 131 | 25 | 2 | 12 | 58 | 135 | 15 | 15 | 4 | 230 | 317 | 344 | 661 | 114 | 279 | 21 | 9 | 301 | 90 | -8 | +1 | -4 | +3 | +14 | 0.7 | |
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 AAABuffalo Bisons · 124 PAwOBA .290 → .234 (−56)K% 16.1% → 19.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.13% | ÷1.000 | ×1.200 | — | — | 19.35% |
| BB% (unintentional) /PA | 11.29% | ÷1.000 | ×0.690 | — | ×0.982 | 7.65% |
| HBP% /PA | 3.23% | — | ×0.940 | — | ×0.982 | 2.98% |
| Singles /BIP | 16.87% | ÷1.000 | ×0.930 | ×0.950 | ×0.982 | 14.63% |
| Doubles /BIP | 6.02% | ÷1.000 | ×0.830 | ×0.950 | ×0.982 | 4.66% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | ×0.950 | ×0.982 | 0.00% |
| Home runs /BIP | 2.41% | ÷1.000 | ×0.700 | — | ×0.982 | 1.66% |
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 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .290 → .234; ISO .107 → .081; BABIP .226 → .190. 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 AAARound Rock Express · 261 PAwOBA .376 → .331 (−45)K% 20.7% → 24.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.69% | ÷1.015 | ×1.200 | — | — | 24.45% |
| BB% (unintentional) /PA | 12.64% | ÷0.997 | ×0.690 | — | ×1.033 | 9.04% |
| HBP% /PA | 2.30% | — | ×0.940 | — | ×1.033 | 2.23% |
| Singles /BIP | 24.55% | ÷0.986 | ×0.930 | ×0.986 | ×1.033 | 23.59% |
| Doubles /BIP | 7.78% | ÷0.938 | ×0.830 | ×0.986 | ×1.033 | 7.02% |
| Triples /BIP | 2.40% | ÷0.900 | ×0.970 | ×0.986 | ×1.033 | 2.63% |
| Home runs /BIP | 3.59% | ÷0.957 | ×0.700 | — | ×1.033 | 2.71% |
Factors used: league row International League. Park (home-season share, regressed): HR 91, 1B 97, 2B 88, 3B 80, K 103, BB 99 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.986.
Result: wOBA .376 → .331; ISO .176 → .155; BABIP .358 → .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).
2021 A+Hickory Crawdads · 174 PAwOBA .406 → .315 (−92)K% 20.7% → 28.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.69% | ÷0.990 | ×1.350 | — | — | 28.21% |
| BB% (unintentional) /PA | 10.34% | ÷0.964 | ×0.710 | — | ×0.988 | 7.53% |
| HBP% /PA | 4.60% | — | ×0.810 | — | ×0.988 | 3.68% |
| Singles /BIP | 21.62% | ÷1.024 | ×0.910 | ×0.972 | ×0.988 | 18.45% |
| Doubles /BIP | 13.51% | ÷1.091 | ×0.830 | ×0.972 | ×0.988 | 9.87% |
| Triples /BIP | 2.70% | ÷0.900 | ×0.820 | ×0.972 | ×0.988 | 2.36% |
| Home runs /BIP | 3.60% | ÷0.881 | ×0.830 | — | ×0.988 | 3.35% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 76, 1B 105, 2B 118, 3B 80, K 98, BB 93 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.972.
Result: wOBA .406 → .315; ISO .224 → .177; BABIP .393 → .318. 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 AAFrisco RoughRiders · 127 PAwOBA .384 → .328 (−55)K% 15.7% → 18.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.75% | ÷1.044 | ×1.220 | — | — | 18.39% |
| BB% (unintentional) /PA | 14.17% | ÷1.098 | ×0.690 | — | ×1.012 | 9.01% |
| HBP% /PA | 4.72% | — | ×0.850 | — | ×1.012 | 4.06% |
| Singles /BIP | 26.83% | ÷1.006 | ×0.940 | ×0.989 | ×1.012 | 25.10% |
| Doubles /BIP | 6.10% | ÷0.957 | ×0.870 | ×0.989 | ×1.012 | 5.55% |
| Triples /BIP | 0.00% | ÷0.995 | ×0.920 | ×0.989 | ×1.012 | 0.00% |
| Home runs /BIP | 3.66% | ÷1.114 | ×0.780 | — | ×1.012 | 2.59% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 123, 1B 101, 2B 91, 3B 99, K 109, BB 120 — 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 ×0.989.
Result: wOBA .384 → .328; ISO .137 → .114; BABIP .338 → .311. 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 ATampa Tarpons · 50 PAwOBA .518 → .419 (−99)K% 12.0% → 16.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.00% | ÷1.000 | ×1.360 | — | — | 16.32% |
| BB% (unintentional) /PA | 14.00% | ÷1.000 | ×0.690 | — | ×0.980 | 9.47% |
| HBP% /PA | 8.00% | — | ×0.780 | — | ×0.980 | 6.12% |
| Singles /BIP | 21.21% | ÷1.000 | ×0.920 | — | ×0.980 | 19.12% |
| Doubles /BIP | 0.00% | ÷1.000 | ×0.830 | — | ×0.980 | 0.00% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.910 | — | ×0.980 | 0.00% |
| Home runs /BIP | 18.18% | ÷1.000 | ×0.800 | — | ×0.980 | 14.25% |
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 24 vs a level average of 22.0 → −2.0% on BB/HBP/hit rates (2.0 yr older than average).
Result: wOBA .518 → .419; ISO .462 → .373; BABIP .259 → .223. 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 — .