Harry Ford
C Rochester Red Wings| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 21 | AASEA | 523 | .249/.379/.367 | 7 | 35 | 87 | — | .220/.333/.328 |
| 2025 | 22 | AAASEA | 458 | .283/.411/.460 | 16 | 7 | 105 | — | .255/.352/.374 |
| 2026 | 23 | AAAWSH | 257 | .223/.373/.335 | 4 | 0 | 73 | — | .202/.318/.289 |
| 2026 | 23 | MLBWSH | 118 | .190/.314/.350 | 3 | 3 | 92 | 0.9 | |
| 2027PROJ49% MLB | 24 | MLBWSH | 76 | .211/.320/.323 | 1 | 1 | 87 | 0.2 | |
| 2028PROJ61% MLB | 25 | MLBWSH | 195 | .215/.323/.338 | 4 | 3 | 91 | 0.6 | |
| 2029PROJ66% MLB | 26 | MLBWSH | 231 | .218/.324/.348 | 5 | 3 | 93 | 0.8 |
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 | 18 | ROK | ACL Mariners | — | 65 | 55 | 16 | 7 | 0 | 3 | 9 | 14 | 1 | 3 | 0 | 291 | 400 | 582 | 982 | 291 | 342 | 22 | 14 | 426 | 88 | — | — | — | — | — | — |
| 2022 | 19 | A | Modesto Nuts | — | 499 | 390 | 107 | 23 | 4 | 11 | 88 | 115 | 17 | 23 | 5 | 274 | 428 | 438 | 867 | 164 | 358 | 23 | 18 | 391 | 97 | — | — | — | — | — | — |
| 2023 | 20 | A+ | Everett AquaSox | — | 563 | 444 | 114 | 24 | 4 | 15 | 103 | 109 | 14 | 24 | 8 | 257 | 412 | 430 | 842 | 173 | 307 | 19 | 18 | 382 | 97 | — | — | — | — | — | — |
| 2023 | 20 | INTL | Peoria Javelinas | — | 34 | 23 | 4 | 1 | 0 | 3 | 9 | 8 | 1 | 0 | 0 | 174 | 424 | 609 | 1.033 | 435 | 77 | 24 | 26 | 428 | 176 | — | — | — | — | — | — |
| 2024 | 21 | AA | Arkansas Travelers | — | 523 | 430 | 107 | 26 | 2 | 7 | 74 | 115 | 16 | 35 | 9 | 249 | 379 | 367 | 746 | 119 | 323 | 22 | 14 | 344 | 87 | — | — | — | — | — | — |
| 2025 | 22 | AAA | Tacoma Rainiers | — | 458 | 374 | 106 | 18 | 0 | 16 | 74 | 88 | 7 | 7 | 4 | 283 | 411 | 460 | 871 | 176 | 330 | 19 | 16 | 389 | 105 | — | — | — | — | — | — |
| 2026 | 23 | MLB | Washington Nationals | — | 118 | 100 | 19 | 7 | 0 | 3 | 17 | 28 | 1 | 3 | 0 | 190 | 314 | 350 | 664 | 160 | 232 | 24 | 14 | 305 | 92 | -1 | +1 | +0 | +7 | +3 | 0.9 |
| 2026 | 23 | AAA | Rochester Red Wings | — | 257 | 206 | 46 | 11 | 0 | 4 | 45 | 65 | 4 | 0 | 3 | 223 | 373 | 335 | 708 | 112 | 302 | 25 | 18 | 330 | 73 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 118 | 100 | 19 | 7 | 0 | 3 | 17 | 28 | 1 | 3 | 0 | 190 | 314 | 350 | 664 | 160 | 232 | 24 | 14 | 305 | 92 | -1 | +1 | +0 | +7 | +3 | 0.9 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 18 | ROK MLE | ACL Mariners | — | 65 | 58 | 12 | 5 | 0 | 2 | 6 | 20 | 1 | 3 | 0 | 207 | 292 | 397 | 689 | 190 | 263 | 31 | 9 | 298 | 88 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Modesto Nuts | — | 499 | 416 | 92 | 18 | 3 | 10 | 62 | 161 | 17 | 23 | 5 | 221 | 345 | 351 | 696 | 130 | 320 | 32 | 12 | 312 | 97 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | Everett AquaSox | — | 563 | 468 | 99 | 19 | 3 | 13 | 79 | 141 | 14 | 24 | 8 | 212 | 342 | 348 | 691 | 137 | 271 | 25 | 14 | 312 | 97 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Arkansas Travelers | — | 523 | 445 | 98 | 23 | 2 | 7 | 59 | 134 | 16 | 35 | 9 | 220 | 333 | 328 | 661 | 108 | 292 | 26 | 11 | 297 | 87 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | Tacoma Rainiers | — | 458 | 396 | 101 | 17 | 0 | 10 | 52 | 102 | 7 | 7 | 4 | 255 | 352 | 374 | 725 | 119 | 313 | 22 | 11 | 324 | 105 | — | — | — | — | — | — |
| 2026 | 23 | MLB MLE | Washington Nationals | — | 118 | 100 | 19 | 7 | 0 | 3 | 17 | 28 | 1 | 3 | 0 | 190 | 314 | 350 | 664 | 160 | 232 | 24 | 14 | 304 | 92 | -1 | +1 | +0 | +7 | +3 | 0.9 |
| 2026 | 23 | AAA MLE | Rochester Red Wings | — | 257 | 218 | 44 | 10 | 0 | 3 | 33 | 78 | 4 | 0 | 3 | 202 | 318 | 289 | 607 | 87 | 286 | 30 | 13 | 276 | 73 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | ACL Mariners | — | 65 | 58 | 12 | 5 | 0 | 2 | 6 | 20 | 1 | 3 | 0 | 207 | 292 | 397 | 689 | 190 | 278 | 31 | 9 | 298 | 88 | — | — | — | — | — | — |
| 2021 | 18 | ROK RAW | ACL Mariners | — | 65 | 55 | 16 | 7 | 0 | 3 | 9 | 14 | 1 | 3 | 0 | 291 | 400 | 582 | 982 | 291 | 342 | 22 | 14 | 426 | 88 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Modesto Nuts | — | 499 | 416 | 92 | 18 | 3 | 10 | 62 | 161 | 17 | 23 | 5 | 221 | 345 | 351 | 696 | 130 | 329 | 32 | 12 | 312 | 97 | — | — | — | — | — | — |
| 2022 | 19 | A RAW | Modesto Nuts | — | 499 | 390 | 107 | 23 | 4 | 11 | 88 | 115 | 17 | 23 | 5 | 274 | 428 | 438 | 867 | 164 | 358 | 23 | 18 | 391 | 97 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | 2 teams | — | 597 | 495 | 105 | 21 | 3 | 13 | 84 | 149 | 15 | 24 | 8 | 212 | 343 | 345 | 689 | 133 | 274 | 25 | 14 | 312 | 97 | — | — | — | — | — | — |
| 2023 | 20 | A+ RAW | 2 teams | — | 597 | 467 | 118 | 25 | 4 | 18 | 112 | 117 | 15 | 24 | 8 | 253 | 412 | 439 | 851 | 186 | 299 | 20 | 19 | 384 | 97 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Arkansas Travelers | — | 523 | 445 | 98 | 23 | 2 | 7 | 59 | 134 | 16 | 35 | 9 | 220 | 333 | 328 | 661 | 108 | 297 | 26 | 11 | 297 | 87 | — | — | — | — | — | — |
| 2024 | 21 | AA RAW | Arkansas Travelers | — | 523 | 430 | 107 | 26 | 2 | 7 | 74 | 115 | 16 | 35 | 9 | 249 | 379 | 367 | 746 | 119 | 323 | 22 | 14 | 344 | 87 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | Tacoma Rainiers | — | 458 | 396 | 101 | 17 | 0 | 10 | 52 | 102 | 7 | 7 | 4 | 255 | 352 | 374 | 725 | 119 | 317 | 22 | 11 | 324 | 105 | — | — | — | — | — | — |
| 2025 | 22 | AAA RAW | Tacoma Rainiers | — | 458 | 374 | 106 | 18 | 0 | 16 | 74 | 88 | 7 | 7 | 4 | 283 | 411 | 460 | 871 | 176 | 330 | 19 | 16 | 389 | 105 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 375 | 318 | 63 | 17 | 0 | 6 | 50 | 106 | 5 | 3 | 3 | 198 | 316 | 308 | 625 | 110 | 274 | 28 | 13 | 285 | 79 | — | — | — | — | — | — |
| 2026 | 23 | AAA RAW | 2 teams | — | 375 | 306 | 65 | 18 | 0 | 7 | 62 | 93 | 5 | 3 | 3 | 212 | 354 | 340 | 694 | 127 | 279 | 25 | 17 | 322 | 79 | — | — | — | — | — | — |
| 2021 | 18 | ROK MLE | ACL Mariners | — | 65 | 58 | 12 | 5 | 0 | 2 | 6 | 20 | 1 | 3 | 0 | 207 | 292 | 397 | 689 | 190 | 263 | 31 | 9 | 298 | 88 | — | — | — | — | — | — |
| 2022 | 19 | A MLE | Modesto Nuts | — | 499 | 417 | 92 | 18 | 3 | 10 | 62 | 161 | 17 | 23 | 5 | 221 | 345 | 350 | 696 | 129 | 320 | 32 | 12 | 312 | 97 | — | — | — | — | — | — |
| 2023 | 20 | A+ MLE | 2 teams | — | 597 | 493 | 105 | 21 | 3 | 13 | 84 | 149 | 15 | 24 | 8 | 213 | 343 | 347 | 690 | 134 | 271 | 25 | 14 | 312 | 97 | — | — | — | — | — | — |
| 2024 | 21 | AA MLE | Arkansas Travelers | — | 523 | 443 | 98 | 23 | 2 | 7 | 59 | 134 | 16 | 35 | 9 | 221 | 333 | 330 | 662 | 108 | 292 | 26 | 11 | 297 | 87 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | Tacoma Rainiers | — | 458 | 396 | 101 | 17 | 0 | 10 | 52 | 102 | 7 | 7 | 4 | 255 | 352 | 374 | 725 | 119 | 313 | 22 | 11 | 324 | 105 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 375 | 317 | 63 | 17 | 0 | 6 | 50 | 106 | 5 | 3 | 3 | 199 | 316 | 309 | 626 | 110 | 269 | 28 | 13 | 285 | 79 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 21 | AA MLE | Arkansas Travelers | — | 523 | 443 | 98 | 23 | 2 | 7 | 59 | 134 | 16 | 35 | 9 | 221 | 333 | 330 | 662 | 108 | 292 | 26 | 11 | 297 | 87 | — | — | — | — | — | — |
| 2025 | 22 | AAA MLE | Tacoma Rainiers | — | 458 | 396 | 101 | 17 | 0 | 10 | 52 | 102 | 7 | 7 | 4 | 255 | 352 | 374 | 725 | 119 | 313 | 22 | 11 | 324 | 105 | — | — | — | — | — | — |
| 2026 | 23 | AAA MLE | 2 teams | — | 375 | 317 | 63 | 17 | 0 | 6 | 50 | 106 | 5 | 3 | 3 | 199 | 316 | 309 | 626 | 110 | 269 | 28 | 13 | 285 | 79 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB MLE | WSH | 49% | 380 | 324 | 68 | 14 | 1 | 7 | 47 | 85 | 6 | 6 | 2 | 210 | 320 | 323 | 642 | 113 | 259 | 22 | 12 | 296 | 87 | -6 | +0 | +0 | +7 | +8 | 0.5 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 24 | MLB CTX | WSH | 49% | 76 | 66 | 13 | 3 | 0 | 1 | 9 | 17 | 1 | 1 | 0 | 211 | 320 | 323 | 643 | 113 | 260 | 22 | 12 | 297 | 87 | -1 | +0 | +0 | +1 | +2 | 0.2 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 25 | MLB MLE | WSH | 61% | 321 | 274 | 59 | 12 | 1 | 7 | 39 | 71 | 5 | 5 | 1 | 214 | 322 | 338 | 660 | 123 | 261 | 22 | 12 | 302 | 91 | -3 | +1 | +0 | +6 | +7 | 1.0 |
| 2029 | 26 | MLB MLE | WSH | 66% | 349 | 299 | 65 | 13 | 1 | 8 | 42 | 78 | 5 | 5 | 1 | 217 | 323 | 347 | 671 | 130 | 263 | 22 | 12 | 306 | 93 | -3 | +1 | +0 | +6 | +8 | 1.2 |
| 2030 | 27 | MLB MLE | WSH | 67% | 350 | 301 | 65 | 13 | 1 | 8 | 41 | 78 | 5 | 5 | 1 | 218 | 322 | 348 | 670 | 130 | 264 | 22 | 12 | 306 | 93 | -3 | +1 | +0 | +6 | +8 | 1.2 |
| 2031 | 28 | MLB MLE | WSH | 67% | 346 | 298 | 65 | 13 | 1 | 8 | 40 | 78 | 5 | 4 | 1 | 217 | 320 | 346 | 666 | 129 | 264 | 23 | 12 | 304 | 92 | -3 | +0 | -1 | +6 | +7 | 1.0 |
| 2032 | 29 | MLB MLE | WSH | 66% | 333 | 288 | 63 | 13 | 1 | 8 | 38 | 76 | 4 | 2 | 1 | 216 | 317 | 343 | 660 | 127 | 264 | 23 | 11 | 301 | 90 | -4 | +0 | -1 | +6 | +7 | 0.8 |
| 2033 | 30 | MLB MLE | WSH | 65% | 321 | 277 | 59 | 12 | 0 | 7 | 37 | 74 | 4 | 1 | 1 | 213 | 314 | 334 | 648 | 122 | 262 | 23 | 12 | 296 | 87 | -5 | -0 | -2 | +6 | +7 | 0.6 |
| 2034 | 31 | MLB MLE | WSH | 65% | 287 | 249 | 51 | 10 | 0 | 6 | 32 | 68 | 4 | 1 | 0 | 209 | 309 | 324 | 633 | 116 | 259 | 24 | 11 | 290 | 83 | -6 | +0 | -3 | +5 | +6 | 0.3 |
| 2035 | 32 | MLB MLE | WSH | 65% | 252 | 219 | 45 | 9 | 0 | 5 | 28 | 61 | 3 | 1 | 0 | 203 | 302 | 311 | 613 | 108 | 255 | 24 | 11 | 282 | 77 | -7 | +0 | -3 | +4 | +5 | -0.0 |
| 2028 | 25 | MLB CTX | WSH | 61% | 195 | 166 | 36 | 8 | 0 | 4 | 24 | 43 | 3 | 3 | 1 | 215 | 323 | 338 | 661 | 124 | 262 | 22 | 12 | 303 | 91 | -2 | +0 | +0 | +3 | +4 | 0.6 |
| 2029 | 26 | MLB CTX | WSH | 66% | 231 | 198 | 42 | 9 | 0 | 5 | 28 | 51 | 3 | 3 | 1 | 218 | 324 | 348 | 671 | 130 | 264 | 22 | 12 | 306 | 93 | -2 | +0 | +0 | +4 | +5 | 0.8 |
| 2030 | 27 | MLB CTX | WSH | 67% | 234 | 201 | 43 | 9 | 0 | 5 | 28 | 52 | 3 | 3 | 1 | 218 | 323 | 348 | 671 | 130 | 264 | 22 | 12 | 306 | 93 | -2 | +0 | +0 | +4 | +5 | 0.8 |
| 2031 | 28 | MLB CTX | WSH | 67% | 233 | 201 | 43 | 9 | 0 | 5 | 27 | 53 | 3 | 2 | 1 | 218 | 320 | 346 | 667 | 129 | 265 | 23 | 12 | 304 | 92 | -2 | +0 | -0 | +4 | +5 | 0.7 |
| 2032 | 29 | MLB CTX | WSH | 66% | 220 | 190 | 40 | 8 | 0 | 5 | 25 | 50 | 3 | 2 | 1 | 217 | 318 | 343 | 661 | 127 | 265 | 23 | 11 | 301 | 90 | -3 | +0 | -1 | +4 | +5 | 0.5 |
| 2033 | 30 | MLB CTX | WSH | 65% | 210 | 181 | 39 | 8 | 0 | 5 | 24 | 49 | 3 | 1 | 1 | 213 | 314 | 335 | 649 | 122 | 263 | 23 | 11 | 297 | 87 | -3 | -0 | -1 | +4 | +5 | 0.4 |
| 2034 | 31 | MLB CTX | WSH | 65% | 186 | 161 | 34 | 7 | 0 | 4 | 21 | 44 | 2 | 1 | 0 | 209 | 309 | 325 | 634 | 116 | 260 | 24 | 11 | 291 | 83 | -4 | +0 | -2 | +3 | +4 | 0.2 |
| 2035 | 32 | MLB CTX | WSH | 65% | 163 | 142 | 29 | 6 | 0 | 3 | 18 | 39 | 2 | 0 | 0 | 203 | 303 | 312 | 615 | 108 | 255 | 24 | 11 | 283 | 77 | -4 | +0 | -2 | +3 | +4 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1790 | 1540 | 325 | 71 | 0 | 39 | 212 | 409 | 23 | 18 | 6 | 211 | 315 | 333 | 649 | 122 | 260 | 23 | 12 | 300 | 91 | -24 | +1 | -6 | +37 | +39 | 4.8 | |
| / 162G | — | A+C | — | 650 | 559 | 118 | 26 | 0 | 14 | 77 | 149 | 8 | 7 | 2 | 211 | 315 | 333 | 648 | 122 | 261 | 23 | 12 | 300 | 91 | -9 | +0 | -2 | +13 | +14 | 1.7 | |
| Career | — | MLE | — | 5231 | 4466 | 971 | 202 | 13 | 108 | 629 | 1291 | 98 | 121 | 36 | 217 | 327 | 341 | 668 | 124 | 279 | 25 | 12 | 303 | 91 | -38 | +3 | -9 | +55 | +61 | 7.4 | |
| / 162G | — | MLE | — | 650 | 555 | 121 | 25 | 2 | 13 | 78 | 160 | 12 | 15 | 4 | 218 | 327 | 341 | 668 | 123 | 280 | 25 | 12 | 303 | 91 | -9 | +1 | -2 | +13 | +14 | 1.7 | |
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 AAARochester Red Wings · 257 PAwOBA .325 → .276 (−49)K% 25.3% → 30.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.29% | ÷1.000 | ×1.200 | — | — | 30.35% |
| BB% (unintentional) /PA | 17.51% | ÷1.000 | ×0.690 | — | ×1.050 | 12.69% |
| HBP% /PA | 1.56% | — | ×0.940 | — | ×1.050 | 1.54% |
| Singles /BIP | 21.99% | ÷1.000 | ×0.930 | ×1.006 | ×1.050 | 21.60% |
| Doubles /BIP | 7.80% | ÷1.000 | ×0.830 | ×1.006 | ×1.050 | 6.84% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | ×1.006 | ×1.050 | 0.00% |
| Home runs /BIP | 2.84% | ÷1.000 | ×0.700 | — | ×1.050 | 2.09% |
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 ×1.006.
Result: wOBA .325 → .276; ISO .112 → .091; BABIP .302 → .286. 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 AAATacoma Rainiers · 458 PAwOBA .382 → .324 (−58)K% 19.2% → 22.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.21% | ÷1.035 | ×1.200 | — | — | 22.27% |
| BB% (unintentional) /PA | 16.16% | ÷1.023 | ×0.690 | — | ×1.050 | 11.44% |
| HBP% /PA | 1.53% | — | ×0.940 | — | ×1.050 | 1.51% |
| Singles /BIP | 25.17% | ÷1.019 | ×0.930 | ×1.029 | ×1.050 | 24.84% |
| Doubles /BIP | 6.29% | ÷0.985 | ×0.830 | ×1.029 | ×1.050 | 5.73% |
| Triples /BIP | 0.00% | ÷1.017 | ×0.970 | ×1.029 | ×1.050 | 0.00% |
| Home runs /BIP | 5.59% | ÷1.204 | ×0.700 | — | ×1.050 | 3.41% |
Factors used: league row International League. Park (home-season share, regressed): HR 141, 1B 104, 2B 97, 3B 103, K 107, BB 105 — 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 ×1.029.
Result: wOBA .382 → .324; ISO .176 → .127; BABIP .330 → .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).
2024 AAArkansas Travelers · 523 PAwOBA .337 → .297 (−40)K% 22.0% → 25.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.99% | ÷1.046 | ×1.220 | — | — | 25.64% |
| BB% (unintentional) /PA | 14.15% | ÷0.928 | ×0.700 | — | ×1.050 | 11.20% |
| HBP% /PA | 3.06% | — | ×0.870 | — | ×1.050 | 2.79% |
| Singles /BIP | 22.86% | ÷1.020 | ×0.920 | ×0.967 | ×1.050 | 20.94% |
| Doubles /BIP | 8.25% | ÷0.977 | ×0.840 | ×0.967 | ×1.050 | 7.21% |
| Triples /BIP | 0.63% | ÷1.150 | ×0.940 | ×0.967 | ×1.050 | 0.53% |
| Home runs /BIP | 2.22% | ÷0.820 | ×0.800 | — | ×1.050 | 2.28% |
Factors used: league row TL. Park (home-season share, regressed): HR 64, 1B 104, 2B 95, 3B 130, K 109, BB 86 — 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 ×0.967.
Result: wOBA .337 → .297; ISO .119 → .111; BABIP .323 → .292. 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+Everett AquaSox · 563 PAwOBA .374 → .312 (−62)K% 19.4% → 25.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.36% | ÷1.046 | ×1.350 | — | — | 24.99% |
| BB% (unintentional) /PA | 18.12% | ÷0.953 | ×0.710 | — | ×1.042 | 14.07% |
| HBP% /PA | 2.49% | — | ×0.810 | — | ×1.042 | 2.10% |
| Singles /BIP | 21.19% | ÷1.018 | ×0.910 | ×0.984 | ×1.042 | 19.42% |
| Doubles /BIP | 7.16% | ÷1.040 | ×0.830 | ×0.984 | ×1.042 | 5.86% |
| Triples /BIP | 1.19% | ÷1.023 | ×0.820 | ×0.984 | ×1.042 | 0.98% |
| Home runs /BIP | 4.48% | ÷1.012 | ×0.830 | — | ×1.042 | 3.83% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 104, 2B 108, 3B 105, K 109, BB 91 — 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 ×0.984.
Result: wOBA .374 → .312; ISO .173 → .144; BABIP .307 → .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).
2022 AModesto Nuts · 499 PAwOBA .385 → .312 (−73)K% 23.0% → 32.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.05% | ÷0.971 | ×1.360 | — | — | 32.29% |
| BB% (unintentional) /PA | 17.64% | ÷1.024 | ×0.690 | — | ×1.045 | 12.41% |
| HBP% /PA | 3.41% | — | ×0.780 | — | ×1.045 | 2.78% |
| Singles /BIP | 25.09% | ÷1.047 | ×0.920 | ×1.003 | ×1.045 | 23.09% |
| Doubles /BIP | 8.36% | ÷1.060 | ×0.830 | ×1.003 | ×1.045 | 6.86% |
| Triples /BIP | 1.45% | ÷1.060 | ×0.910 | ×1.003 | ×1.045 | 1.31% |
| Home runs /BIP | 4.00% | ÷0.855 | ×0.800 | — | ×1.045 | 3.91% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 71, 1B 109, 2B 112, 3B 112, K 94, BB 105 — 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 ×1.003.
Result: wOBA .385 → .312; ISO .164 → .143; BABIP .358 → .320. 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 ROKACL Mariners · 65 PAwOBA .414 → .298 (−116)K% 21.5% → 31.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.54% | ÷0.996 | ×1.440 | — | — | 31.13% |
| BB% (unintentional) /PA | 13.85% | ÷1.024 | ×0.620 | — | ×1.022 | 8.57% |
| HBP% /PA | 1.54% | — | ×0.720 | — | ×1.022 | 1.13% |
| Singles /BIP | 14.63% | ÷0.992 | ×0.820 | — | ×1.022 | 12.37% |
| Doubles /BIP | 17.07% | ÷1.030 | ×0.720 | — | ×1.022 | 12.21% |
| Triples /BIP | 0.00% | ÷0.904 | ×0.720 | — | ×1.022 | 0.00% |
| Home runs /BIP | 7.32% | ÷0.904 | ×0.780 | — | ×1.022 | 6.45% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 81, 1B 98, 2B 106, 3B 81, K 99, BB 105 — 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 .414 → .298; ISO .291 → .221; BABIP .342 → .263. 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 — .