Kahlil Watson
LF Columbus Clippers| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 21 | AACLE | 407 | .220/.307/.407 | 16 | 15 | 61 | — | .189/.257/.341 |
| 2025 | 22 | AAA/AACLE | 429 | .250/.349/.467 | 16 | 17 | 82 | — | .208/.290/.368 |
| 2026 | 23 | AAACLE | 442 | .247/.363/.455 | 19 | 24 | 87 | — | .215/.308/.370 |
| 2026 | 23 | MLBCLE | 91 | .239/.264/.341 | 1 | 9 | 68 | -0.6 | |
| 2027PROJ45% MLB | 24 | MLBCLE | 70 | .221/.299/.368 | 2 | 3 | 89 | -0.0 | |
| 2028PROJ51% MLB | 25 | MLBCLE | 249 | .223/.302/.375 | 7 | 12 | 91 | 0.1 | |
| 2029PROJ54% MLB | 26 | MLBCLE | 256 | .224/.303/.378 | 8 | 12 | 93 | 0.2 |
Tools · 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) | |||||||||||||||||||||||||||||||
| 2021 | 18 | ROK | FCL Marlins | — | 42 | 33 | 13 | 3 | 2 | 0 | 8 | 7 | 1 | 4 | 1 | 394 | 524 | 606 | 1.130 | 212 | 500 | 17 | 19 | 491 | 132 | — | — | — | — | — | — |
| 2022 | 19 | A | Jupiter Hammerheads | — | 358 | 324 | 75 | 16 | 5 | 9 | 27 | 127 | 4 | 16 | 3 | 231 | 299 | 395 | 694 | 164 | 346 | 35 | 8 | 307 | 30 | — | — | — | — | — | — |
| 2022 | 19 | ROK | FCL Marlins | — | 18 | 11 | 3 | 2 | 0 | 1 | 5 | 5 | 1 | 0 | 0 | 273 | 529 | 727 | 1.257 | 455 | 333 | 28 | 28 | 493 | 158 | — | — | — | — | — | — |
| 2023 | 20 | A+ | Lake County Captains | — | 341 | 285 | 61 | 13 | 0 | 12 | 43 | 92 | 8 | 25 | 3 | 214 | 333 | 386 | 719 | 172 | 263 | 27 | 13 | 323 | 67 | — | — | — | — | — | — |
| 2024 | 21 | AA | Akron RubberDucks | — | 407 | 359 | 79 | 15 | 2 | 16 | 42 | 125 | 3 | 15 | 9 | 220 | 307 | 407 | 714 | 187 | 285 | 31 | 10 | 317 | 61 | — | — | — | — | — | — |
| 2025 | 22 | AAA | Columbus Clippers | — | 176 | 149 | 38 | 7 | 1 | 8 | 22 | 47 | 3 | 10 | 2 | 255 | 362 | 477 | 839 | 221 | 312 | 27 | 12 | 368 | 78 | — | — | — | — | — | — |
| 2025 | 22 | AA | Akron RubberDucks | — | 253 | 219 | 54 | 13 | 5 | 8 | 26 | 72 | 5 | 7 | 5 | 247 | 340 | 461 | 801 | 215 | 326 | 28 | 10 | 350 | 84 | — | — | — | — | — | — |
| 2026 | 23 | MLB | Cleveland Guardians | — | 91 | 88 | 21 | 6 | 0 | 1 | 3 | 32 | 0 | 9 | 1 | 239 | 264 | 341 | 605 | 102 | 364 | 35 | 3 | 270 | 68 | -4 | +1 | +0 | -6 | +2 | -0.6 |
| 2026 | 23 | AAA | Columbus Clippers | — | 442 | 369 | 91 | 18 | 1 | 19 | 59 | 118 | 9 | 24 | 13 | 247 | 363 | 455 | 818 | 209 | 305 | 27 | 13 | 362 | 87 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 91 | 88 | 21 | 6 | 0 | 1 | 3 | 32 | 0 | 9 | 1 | 239 | 264 | 341 | 605 | 102 | 364 | 35 | 3 | 270 | 69 | -3 | +1 | +0 | -6 | +2 | -0.6 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 18 | ROK MLE | FCL Marlins | — | 42 | 36 | 10 | 2 | 1 | 0 | 5 | 10 | 1 | 4 | 1 | 278 | 381 | 389 | 770 | 111 | 406 | 24 | 12 | 363 | 132 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Jupiter Hammerheads | — | 358 | 331 | 53 | 10 | 3 | 6 | 20 | 179 | 4 | 16 | 3 | 160 | 217 | 263 | 480 | 103 | 307 | 50 | 6 | 213 | 30 | — | — | — | — | — | — |
| 2022 | 19 | ROK MLE | FCL Marlins | — | 18 | 13 | 3 | 2 | 0 | 1 | 3 | 7 | 1 | 0 | 0 | 231 | 412 | 615 | 1.027 | 385 | 242 | 39 | 17 | 402 | 158 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Lake County Captains | — | 341 | 295 | 54 | 12 | 0 | 9 | 33 | 114 | 8 | 25 | 3 | 183 | 283 | 315 | 598 | 132 | 244 | 33 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Akron RubberDucks | — | 407 | 370 | 70 | 13 | 2 | 13 | 31 | 155 | 3 | 15 | 9 | 189 | 257 | 341 | 598 | 151 | 272 | 38 | 8 | 259 | 61 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | Columbus Clippers | — | 176 | 155 | 31 | 5 | 1 | 5 | 16 | 59 | 3 | 10 | 2 | 200 | 287 | 342 | 629 | 142 | 280 | 34 | 9 | 284 | 78 | — | — | — | — | — | — |
| 2025 | 22 | AA MLE | Akron RubberDucks | — | 253 | 225 | 48 | 11 | 5 | 6 | 20 | 93 | 5 | 7 | 5 | 213 | 292 | 387 | 679 | 173 | 313 | 37 | 8 | 293 | 84 | — | — | — | — | — | — |
| 2026 | 23 | MLB MLE | Cleveland Guardians | — | 91 | 88 | 21 | 6 | 0 | 1 | 3 | 32 | 0 | 9 | 1 | 239 | 264 | 341 | 605 | 102 | 364 | 35 | 3 | 268 | 68 | -4 | +1 | +0 | -6 | +2 | -0.6 |
| 2026 | 23 | AAA MLE | Columbus Clippers | — | 442 | 386 | 83 | 16 | 1 | 14 | 43 | 141 | 9 | 24 | 13 | 215 | 308 | 370 | 679 | 155 | 285 | 32 | 10 | 297 | 87 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | FCL Marlins | — | 42 | 36 | 10 | 2 | 1 | 0 | 5 | 10 | 1 | 4 | 1 | 278 | 381 | 389 | 770 | 111 | 385 | 24 | 12 | 363 | 132 | — | — | — | — | — | — |
| 2021 | 18 | ROK RAW | FCL Marlins | — | 42 | 33 | 13 | 3 | 2 | 0 | 8 | 7 | 1 | 4 | 1 | 394 | 524 | 606 | 1.130 | 212 | 500 | 17 | 19 | 491 | 132 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | 2 teams | — | 376 | 344 | 55 | 11 | 3 | 7 | 23 | 186 | 5 | 16 | 3 | 160 | 223 | 270 | 493 | 110 | 310 | 49 | 6 | 222 | 36 | — | — | — | — | — | — |
| 2022 | 19 | A RAW | 2 teams | — | 376 | 335 | 78 | 18 | 5 | 10 | 32 | 132 | 5 | 16 | 3 | 233 | 309 | 406 | 715 | 173 | 345 | 35 | 9 | 316 | 36 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Lake County Captains | — | 341 | 295 | 54 | 12 | 0 | 9 | 33 | 114 | 8 | 25 | 3 | 183 | 283 | 315 | 598 | 132 | 254 | 33 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2023 | 20 | A+ RAW | Lake County Captains | — | 341 | 285 | 61 | 13 | 0 | 12 | 43 | 92 | 8 | 25 | 3 | 214 | 333 | 386 | 719 | 172 | 263 | 27 | 13 | 323 | 67 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Akron RubberDucks | — | 407 | 370 | 70 | 13 | 2 | 13 | 31 | 155 | 3 | 15 | 9 | 189 | 257 | 341 | 598 | 151 | 278 | 38 | 8 | 259 | 61 | — | — | — | — | — | — |
| 2024 | 21 | AA RAW | Akron RubberDucks | — | 407 | 359 | 79 | 15 | 2 | 16 | 42 | 125 | 3 | 15 | 9 | 220 | 307 | 407 | 714 | 187 | 285 | 31 | 10 | 317 | 61 | — | — | — | — | — | — |
| 2025 | 22 | AA MLE | 2 teams | — | 429 | 380 | 80 | 16 | 6 | 12 | 36 | 152 | 8 | 17 | 7 | 211 | 292 | 379 | 671 | 168 | 309 | 35 | 8 | 289 | 82 | — | — | — | — | — | — |
| 2025 | 22 | AA RAW | 2 teams | — | 429 | 368 | 92 | 20 | 6 | 16 | 48 | 119 | 8 | 17 | 7 | 250 | 349 | 467 | 816 | 217 | 321 | 28 | 11 | 357 | 82 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 533 | 474 | 103 | 22 | 1 | 15 | 46 | 173 | 9 | 33 | 14 | 217 | 299 | 363 | 662 | 146 | 303 | 32 | 9 | 292 | 84 | — | — | — | — | — | — |
| 2026 | 23 | AAA RAW | 2 teams | — | 533 | 457 | 112 | 24 | 1 | 20 | 62 | 150 | 9 | 33 | 14 | 245 | 346 | 433 | 779 | 188 | 316 | 28 | 12 | 346 | 84 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | FCL Marlins | — | 42 | 36 | 10 | 2 | 1 | 0 | 5 | 10 | 1 | 4 | 1 | 278 | 381 | 389 | 770 | 111 | 406 | 24 | 12 | 363 | 132 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | 2 teams | — | 376 | 345 | 55 | 11 | 3 | 7 | 23 | 186 | 5 | 16 | 3 | 159 | 223 | 270 | 493 | 110 | 304 | 49 | 6 | 222 | 36 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Lake County Captains | — | 341 | 297 | 54 | 12 | 0 | 9 | 33 | 114 | 8 | 25 | 3 | 182 | 283 | 313 | 596 | 131 | 244 | 33 | 10 | 267 | 67 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Akron RubberDucks | — | 407 | 370 | 70 | 13 | 2 | 13 | 31 | 155 | 3 | 15 | 9 | 189 | 257 | 341 | 598 | 151 | 272 | 38 | 8 | 259 | 61 | — | — | — | — | — | — |
| 2025 | 22 | AA MLE | 2 teams | — | 429 | 382 | 80 | 16 | 6 | 12 | 36 | 152 | 8 | 17 | 7 | 209 | 292 | 377 | 669 | 168 | 299 | 35 | 8 | 289 | 82 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 533 | 473 | 103 | 22 | 1 | 15 | 46 | 173 | 9 | 33 | 14 | 218 | 299 | 364 | 662 | 146 | 298 | 32 | 9 | 292 | 84 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 21 | AA MLE | Akron RubberDucks | — | 407 | 370 | 70 | 13 | 2 | 13 | 31 | 155 | 3 | 15 | 9 | 189 | 257 | 341 | 598 | 151 | 272 | 38 | 8 | 259 | 61 | — | — | — | — | — | — |
| 2025 | 22 | AA MLE | 2 teams | — | 429 | 382 | 80 | 16 | 6 | 12 | 36 | 152 | 8 | 17 | 7 | 209 | 292 | 377 | 669 | 168 | 299 | 35 | 8 | 289 | 82 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 533 | 473 | 103 | 22 | 1 | 15 | 46 | 173 | 9 | 33 | 14 | 218 | 299 | 364 | 662 | 146 | 298 | 32 | 9 | 292 | 84 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB MLE | CLE | 45% | 380 | 339 | 76 | 15 | 2 | 11 | 32 | 112 | 6 | 18 | 4 | 220 | 299 | 369 | 668 | 148 | 292 | 29 | 8 | 299 | 89 | -5 | +2 | -1 | -4 | +8 | 0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB CTX | CLE | 45% | 70 | 63 | 14 | 3 | 0 | 2 | 6 | 21 | 1 | 3 | 1 | 221 | 299 | 368 | 667 | 147 | 292 | 30 | 9 | 299 | 89 | -1 | +0 | -0 | -1 | +2 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 25 | MLB MLE | CLE | 51% | 488 | 436 | 97 | 19 | 2 | 14 | 42 | 142 | 7 | 23 | 5 | 223 | 302 | 376 | 678 | 153 | 292 | 29 | 9 | 303 | 91 | -5 | +3 | +0 | -5 | +11 | 0.3 |
| 2029 | 26 | MLB MLE | CLE | 54% | 475 | 424 | 94 | 18 | 2 | 14 | 41 | 136 | 7 | 22 | 5 | 224 | 303 | 379 | 682 | 155 | 292 | 29 | 9 | 305 | 93 | -4 | +2 | +0 | -5 | +10 | 0.4 |
| 2030 | 27 | MLB MLE | CLE | 54% | 462 | 412 | 93 | 18 | 2 | 14 | 40 | 132 | 7 | 21 | 5 | 224 | 303 | 377 | 680 | 153 | 291 | 29 | 9 | 304 | 92 | -4 | +2 | +0 | -5 | +10 | 0.3 |
| 2031 | 28 | MLB MLE | CLE | 54% | 450 | 402 | 89 | 17 | 2 | 13 | 39 | 128 | 6 | 19 | 4 | 223 | 302 | 374 | 675 | 151 | 289 | 28 | 9 | 302 | 91 | -5 | +2 | -1 | -5 | +10 | 0.2 |
| 2032 | 29 | MLB MLE | CLE | 53% | 333 | 297 | 66 | 13 | 1 | 10 | 28 | 95 | 5 | 12 | 3 | 221 | 299 | 369 | 668 | 147 | 288 | 29 | 8 | 299 | 89 | -4 | +1 | -1 | -4 | +7 | -0.1 |
| 2033 | 30 | MLB MLE | CLE | 52% | 321 | 287 | 63 | 12 | 1 | 9 | 27 | 92 | 4 | 9 | 2 | 218 | 295 | 360 | 655 | 142 | 285 | 29 | 8 | 294 | 85 | -6 | +1 | -2 | -3 | +7 | -0.3 |
| 2028 | 25 | MLB CTX | CLE | 51% | 249 | 222 | 49 | 10 | 1 | 7 | 21 | 72 | 4 | 12 | 3 | 223 | 302 | 375 | 677 | 152 | 292 | 29 | 8 | 303 | 91 | -3 | +1 | +0 | -3 | +5 | 0.1 |
| 2029 | 26 | MLB CTX | CLE | 54% | 256 | 228 | 51 | 10 | 1 | 8 | 22 | 73 | 4 | 12 | 3 | 224 | 303 | 378 | 682 | 154 | 292 | 29 | 9 | 305 | 93 | -2 | +1 | +0 | -3 | +6 | 0.2 |
| 2030 | 27 | MLB CTX | CLE | 54% | 250 | 222 | 50 | 10 | 1 | 7 | 22 | 71 | 4 | 11 | 3 | 224 | 303 | 377 | 680 | 152 | 291 | 28 | 9 | 304 | 92 | -2 | +1 | +0 | -3 | +5 | 0.1 |
| 2031 | 28 | MLB CTX | CLE | 54% | 244 | 218 | 49 | 10 | 1 | 7 | 21 | 69 | 3 | 10 | 2 | 223 | 302 | 373 | 675 | 150 | 290 | 28 | 9 | 302 | 91 | -3 | +1 | -0 | -3 | +5 | 0.1 |
| 2032 | 29 | MLB CTX | CLE | 53% | 177 | 158 | 36 | 7 | 1 | 5 | 15 | 50 | 2 | 6 | 2 | 222 | 300 | 368 | 668 | 146 | 288 | 28 | 8 | 299 | 89 | -2 | +0 | -1 | -2 | +4 | -0.1 |
| 2033 | 30 | MLB CTX | CLE | 52% | 168 | 150 | 32 | 6 | 0 | 5 | 14 | 48 | 2 | 5 | 1 | 218 | 296 | 360 | 655 | 141 | 285 | 29 | 8 | 294 | 85 | -3 | +1 | -1 | -2 | +4 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1435 | 1286 | 288 | 59 | 5 | 40 | 118 | 415 | 19 | 65 | 15 | 224 | 299 | 371 | 670 | 147 | 296 | 29 | 8 | 300 | 81 | -19 | +7 | -2 | -20 | +31 | -0.3 | |
| / 162G | — | A+C | — | 650 | 583 | 130 | 27 | 2 | 18 | 53 | 188 | 9 | 29 | 7 | 223 | 298 | 369 | 667 | 146 | 295 | 29 | 8 | 300 | 81 | -8 | +3 | -1 | -9 | +14 | -0.1 | |
| Career | — | MLE | — | 4812 | 4296 | 904 | 179 | 24 | 134 | 404 | 1561 | 72 | 223 | 63 | 210 | 289 | 357 | 646 | 146 | 292 | 32 | 8 | 288 | 81 | -34 | +14 | -4 | -34 | +60 | 0.1 | |
| / 162G | — | MLE | — | 650 | 580 | 122 | 24 | 3 | 18 | 55 | 211 | 10 | 30 | 9 | 210 | 290 | 355 | 645 | 145 | 293 | 32 | 8 | 288 | 81 | -8 | +3 | -1 | -8 | +14 | 0.0 | |
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 AAAColumbus Clippers · 442 PAwOBA .356 → .297 (−59)K% 26.7% → 32.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.70% | ÷1.000 | ×1.200 | — | — | 32.04% |
| BB% (unintentional) /PA | 13.35% | ÷1.000 | ×0.690 | — | ×1.050 | 9.67% |
| HBP% /PA | 2.04% | — | ×0.940 | — | ×1.050 | 2.01% |
| Singles /BIP | 21.12% | ÷1.000 | ×0.930 | ×1.004 | ×1.050 | 20.71% |
| Doubles /BIP | 7.17% | ÷1.000 | ×0.830 | ×1.004 | ×1.050 | 6.28% |
| Triples /BIP | 0.40% | ÷1.000 | ×0.970 | ×1.004 | ×1.050 | 0.41% |
| Home runs /BIP | 7.57% | ÷1.000 | ×0.700 | — | ×1.050 | 5.56% |
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 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.004.
Result: wOBA .356 → .297; ISO .209 → .160; BABIP .305 → .285. 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 AAAkron RubberDucks · 253 PAwOBA .344 → .293 (−51)K% 28.5% → 36.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.46% | ÷0.948 | ×1.220 | — | — | 36.63% |
| BB% (unintentional) /PA | 10.28% | ÷0.953 | ×0.700 | — | ×1.042 | 7.87% |
| HBP% /PA | 1.98% | — | ×0.850 | — | ×1.042 | 1.75% |
| Singles /BIP | 19.05% | ÷1.004 | ×0.970 | ×0.983 | ×1.042 | 18.85% |
| Doubles /BIP | 8.84% | ÷0.986 | ×0.860 | ×0.983 | ×1.042 | 7.91% |
| Triples /BIP | 3.40% | ÷0.935 | ×0.950 | ×0.983 | ×1.042 | 3.54% |
| Home runs /BIP | 5.44% | ÷0.926 | ×0.780 | — | ×1.042 | 4.78% |
Factors used: league row EL. Park (home-season share, regressed): HR 85, 1B 101, 2B 97, 3B 87, K 90, BB 91 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.983.
Result: wOBA .344 → .293; ISO .215 → .182; BABIP .326 → .313. 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 AAAColumbus Clippers · 176 PAwOBA .362 → .284 (−78)K% 26.7% → 33.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.70% | ÷0.956 | ×1.200 | — | — | 33.52% |
| BB% (unintentional) /PA | 12.50% | ÷1.014 | ×0.690 | — | ×1.050 | 8.94% |
| HBP% /PA | 1.70% | — | ×0.940 | — | ×1.050 | 1.68% |
| Singles /BIP | 21.57% | ÷0.997 | ×0.930 | ×0.979 | ×1.050 | 20.69% |
| Doubles /BIP | 6.86% | ÷1.064 | ×0.830 | ×0.979 | ×1.050 | 5.50% |
| Triples /BIP | 0.98% | ÷1.042 | ×0.970 | ×0.979 | ×1.050 | 0.94% |
| Home runs /BIP | 7.84% | ÷1.093 | ×0.700 | — | ×1.050 | 5.28% |
Factors used: league row International League. Park (home-season share, regressed): HR 118, 1B 99, 2B 113, 3B 108, K 91, BB 103 — 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 ×0.979.
Result: wOBA .362 → .284; ISO .221 → .153; BABIP .312 → .280. 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 AAAkron RubberDucks · 407 PAwOBA .311 → .259 (−52)K% 30.7% → 38.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.71% | ÷0.980 | ×1.220 | — | — | 38.24% |
| BB% (unintentional) /PA | 10.32% | ÷0.987 | ×0.700 | — | ×1.050 | 7.68% |
| HBP% /PA | 0.74% | — | ×0.850 | — | ×1.050 | 0.66% |
| Singles /BIP | 19.66% | ÷0.993 | ×0.970 | ×0.960 | ×1.050 | 19.35% |
| Doubles /BIP | 6.41% | ÷0.944 | ×0.860 | ×0.960 | ×1.050 | 5.88% |
| Triples /BIP | 0.85% | ÷1.023 | ×0.950 | ×0.960 | ×1.050 | 0.80% |
| Home runs /BIP | 6.84% | ÷0.966 | ×0.780 | — | ×1.050 | 5.80% |
Factors used: league row EL. Park (home-season share, regressed): HR 93, 1B 99, 2B 89, 3B 105, K 96, 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 ×0.960.
Result: wOBA .311 → .259; ISO .187 → .151; BABIP .285 → .272. 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+Lake County Captains · 341 PAwOBA .320 → .267 (−53)K% 27.0% → 33.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.98% | ÷1.028 | ×1.270 | — | — | 33.34% |
| BB% (unintentional) /PA | 12.61% | ÷0.971 | ×0.710 | — | ×1.042 | 9.60% |
| HBP% /PA | 2.35% | — | ×0.790 | — | ×1.042 | 1.93% |
| Singles /BIP | 18.65% | ÷1.011 | ×0.920 | ×0.994 | ×1.042 | 17.58% |
| Doubles /BIP | 6.74% | ÷0.900 | ×0.810 | ×0.994 | ×1.042 | 6.28% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.850 | ×0.994 | ×1.042 | 0.00% |
| Home runs /BIP | 6.22% | ÷1.060 | ×0.800 | — | ×1.042 | 4.89% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 112, 1B 102, 2B 80, 3B 130, K 106, BB 94 — 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 ×0.994.
Result: wOBA .320 → .267; ISO .172 → .138; BABIP .263 → .244. 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 AJupiter Hammerheads · 358 PAwOBA .301 → .213 (−88)K% 35.5% → 49.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.47% | ÷0.967 | ×1.360 | — | — | 49.91% |
| BB% (unintentional) /PA | 7.54% | ÷0.978 | ×0.690 | — | ×1.045 | 5.56% |
| HBP% /PA | 1.12% | — | ×0.780 | — | ×1.045 | 0.91% |
| Singles /BIP | 22.84% | ÷1.004 | ×0.920 | ×1.001 | ×1.045 | 21.90% |
| Doubles /BIP | 8.12% | ÷1.156 | ×0.830 | ×1.001 | ×1.045 | 6.10% |
| Triples /BIP | 2.54% | ÷1.150 | ×0.910 | ×1.001 | ×1.045 | 2.10% |
| Home runs /BIP | 4.57% | ÷0.959 | ×0.800 | — | ×1.045 | 3.98% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 92, 1B 101, 2B 131, 3B 130, K 93, BB 96 — 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 ×1.001.
Result: wOBA .301 → .213; ISO .164 → .107; BABIP .346 → .307. 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 Marlins · 18 PAwOBA .510 → .402 (−108)K% 27.8% → 40.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.78% | ÷0.981 | ×1.440 | — | — | 40.78% |
| BB% (unintentional) /PA | 27.78% | ÷0.942 | ×0.620 | — | ×1.008 | 18.42% |
| HBP% /PA | 5.56% | — | ×0.720 | — | ×1.008 | 4.03% |
| Singles /BIP | 0.00% | ÷0.983 | ×0.820 | — | ×1.008 | 0.00% |
| Doubles /BIP | 33.33% | ÷1.003 | ×0.720 | — | ×1.008 | 24.11% |
| Triples /BIP | 0.00% | ÷1.040 | ×0.720 | — | ×1.008 | 0.00% |
| Home runs /BIP | 16.67% | ÷0.852 | ×0.780 | — | ×1.008 | 15.36% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 70, 1B 97, 2B 101, 3B 108, K 96, BB 88 — 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).
Result: wOBA .510 → .402; ISO .455 → .422; BABIP .333 → .242. 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 Marlins · 42 PAwOBA .480 → .363 (−117)K% 16.7% → 23.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷1.013 | ×1.440 | — | — | 23.70% |
| BB% (unintentional) /PA | 19.05% | ÷0.984 | ×0.620 | — | ×1.022 | 12.27% |
| HBP% /PA | 2.38% | — | ×0.720 | — | ×1.022 | 1.75% |
| Singles /BIP | 30.77% | ÷0.969 | ×0.820 | — | ×1.022 | 26.63% |
| Doubles /BIP | 11.54% | ÷1.011 | ×0.720 | — | ×1.022 | 8.41% |
| Triples /BIP | 7.69% | ÷1.011 | ×0.720 | — | ×1.022 | 5.60% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×1.022 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 100, 1B 94, 2B 102, 3B 102, K 103, BB 97 — applied at half strength. Age: age 18 vs a level average of 19.5 → +2.2% on BB/HBP/hit rates (1.5 yr younger than average).
Result: wOBA .480 → .363; ISO .212 → .155; BABIP .500 → .406. 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).