Ryan Noda
1B Norfolk Tides| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 28 | AAAOAK | 447 | .224/.393/.486 | 22 | 5 | 85 | — | .176/.308/.358 |
| 2024 | 28 | MLBOakland Athle… | 111 | .137/.255/.211 | 1 | 0 | 39 | -1.6 | |
| 2025 | 29 | AAABAL | 291 | .188/.413/.361 | 10 | 6 | 74 | — | .150/.312/.275 |
| 2025 | 29 | MLBBAL | 59 | .106/.276/.170 | 1 | 1 | 22 | -1.1 | |
| 2026 | 30 | AAABAL | 352 | .222/.365/.387 | 11 | 7 | 62 | — | .179/.290/.299 |
| 2027PROJ10% MLB | 31 | MLBBAL | 24 | .191/.307/.335 | 1 | 0 | 82 | -0.0 | |
| 2028PROJ27% MLB | 32 | MLBBAL | 68 | .185/.299/.319 | 2 | 1 | 76 | -0.2 |
Tools · ContractCON 20 / POW 45
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) | |||||||||||||||||||||||||||||||
| 2017 | 21 | ROK | Bluefield Blue Jays | — | 276 | 214 | 78 | 18 | 3 | 7 | 59 | 60 | 3 | 7 | 4 | 364 | 507 | 575 | 1.082 | 210 | 483 | 22 | 21 | 475 | 124 | — | — | — | — | — | — |
| 2018 | 22 | A | Lansing Lugnuts | — | 527 | 403 | 103 | 24 | 4 | 20 | 109 | 135 | 10 | 14 | 4 | 256 | 425 | 484 | 909 | 228 | 328 | 26 | 21 | 402 | 89 | — | — | — | — | — | — |
| 2019 | 23 | A+ | Dunedin Blue Jays | — | 469 | 378 | 90 | 27 | 1 | 13 | 74 | 138 | 10 | 14 | 2 | 238 | 377 | 418 | 795 | 180 | 330 | 29 | 16 | 355 | 59 | — | — | — | — | — | — |
| 2021 | 25 | AA | Tulsa Drillers | — | 475 | 384 | 96 | 15 | 1 | 29 | 74 | 127 | 12 | 3 | 1 | 250 | 387 | 521 | 908 | 271 | 288 | 27 | 16 | 395 | 96 | — | — | — | — | — | — |
| 2022 | 26 | AAA | Oklahoma City Dodgers | — | 574 | 464 | 120 | 23 | 1 | 25 | 92 | 162 | 15 | 20 | 4 | 259 | 398 | 474 | 872 | 216 | 339 | 28 | 16 | 388 | 92 | — | — | — | — | — | — |
| 2023 | 27 | MLB | Oakland Athletics | — | 495 | 406 | 93 | 22 | 1 | 16 | 77 | 170 | 10 | 3 | 1 | 229 | 365 | 406 | 772 | 177 | 347 | 34 | 16 | 350 | 125 | +15 | +0 | -6 | -9 | +11 | 1.1 |
| 2023 | 27 | AAA | Las Vegas Aviators | — | 18 | 10 | 4 | 2 | 0 | 2 | 8 | 3 | 0 | 0 | 0 | 400 | 667 | 1.200 | 1.867 | 800 | 400 | 17 | 44 | 684 | 275 | — | — | — | — | — | — |
| 2024 | 28 | MLB | Oakland Athletics | — | 111 | 95 | 13 | 4 | 0 | 1 | 14 | 37 | 1 | 0 | 0 | 137 | 255 | 211 | 465 | 74 | 211 | 33 | 13 | 225 | 39 | -8 | +0 | -0 | -10 | +2 | -1.6 |
| 2024 | 28 | AAA | Las Vegas Aviators | — | 447 | 348 | 78 | 21 | 2 | 22 | 89 | 134 | 8 | 5 | 1 | 224 | 393 | 486 | 879 | 261 | 289 | 30 | 20 | 389 | 85 | — | — | — | — | — | — |
| 2025 | 29 | MLB | Baltimore Orioles | — | 59 | 47 | 5 | 0 | 0 | 1 | 11 | 25 | 0 | 1 | 0 | 106 | 276 | 170 | 446 | 64 | 190 | 42 | 19 | 227 | 22 | -5 | +0 | -0 | -6 | +1 | -1.1 |
| 2025 | 29 | AAA | Norfolk Tides | — | 291 | 208 | 39 | 6 | 0 | 10 | 66 | 94 | 14 | 6 | 1 | 188 | 413 | 361 | 774 | 173 | 271 | 32 | 23 | 363 | 74 | — | — | — | — | — | — |
| 2026 | 30 | AAA | Norfolk Tides | — | 352 | 284 | 63 | 12 | 1 | 11 | 53 | 108 | 11 | 7 | 1 | 222 | 365 | 387 | 752 | 165 | 313 | 31 | 15 | 342 | 62 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 665 | 548 | 111 | 26 | 1 | 18 | 102 | 232 | 11 | 4 | 1 | 203 | 339 | 352 | 691 | 150 | 310 | 35 | 15 | 318 | 101 | +1 | +0 | -7 | -25 | +14 | -1.7 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2017 | 21 | ROK MLE | Bluefield Blue Jays | — | 276 | 238 | 65 | 14 | 2 | 6 | 35 | 85 | 3 | 7 | 4 | 273 | 373 | 424 | 798 | 151 | 401 | 31 | 13 | 351 | 124 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | Lansing Lugnuts | — | 527 | 439 | 83 | 18 | 3 | 15 | 73 | 186 | 10 | 14 | 4 | 189 | 318 | 346 | 664 | 157 | 274 | 35 | 14 | 300 | 89 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Dunedin Blue Jays | — | 469 | 399 | 65 | 21 | 1 | 8 | 53 | 203 | 10 | 14 | 2 | 163 | 277 | 281 | 558 | 118 | 282 | 43 | 11 | 256 | 59 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Tulsa Drillers | — | 475 | 411 | 82 | 12 | 1 | 24 | 47 | 161 | 12 | 3 | 1 | 200 | 300 | 409 | 709 | 209 | 246 | 34 | 10 | 310 | 96 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | Oklahoma City Dodgers | — | 574 | 497 | 105 | 20 | 1 | 18 | 59 | 193 | 15 | 20 | 4 | 211 | 313 | 364 | 678 | 153 | 299 | 34 | 10 | 304 | 92 | — | — | — | — | — | — |
| 2023 | 27 | MLB MLE | Oakland Athletics | — | 495 | 407 | 94 | 21 | 1 | 18 | 76 | 170 | 10 | 3 | 1 | 231 | 365 | 420 | 785 | 189 | 347 | 34 | 15 | 354 | 125 | +15 | +0 | -6 | -9 | +11 | 1.1 |
| 2023 | 27 | AAA MLE | Las Vegas Aviators | — | 18 | 13 | 4 | 2 | 0 | 2 | 5 | 4 | 0 | 0 | 0 | 308 | 500 | 923 | 1.423 | 615 | 265 | 22 | 28 | 574 | 275 | — | — | — | — | — | — |
| 2024 | 28 | MLB MLE | Oakland Athletics | — | 111 | 95 | 13 | 4 | 0 | 1 | 14 | 37 | 1 | 0 | 0 | 137 | 255 | 211 | 465 | 74 | 211 | 33 | 13 | 226 | 39 | -8 | +0 | -0 | -10 | +2 | -1.6 |
| 2024 | 28 | AAA MLE | Las Vegas Aviators | — | 447 | 374 | 66 | 16 | 2 | 16 | 63 | 157 | 8 | 5 | 1 | 176 | 308 | 358 | 666 | 182 | 240 | 35 | 14 | 294 | 85 | — | — | — | — | — | — |
| 2025 | 29 | MLB MLE | Baltimore Orioles | — | 59 | 49 | 5 | 0 | 0 | 1 | 9 | 25 | 0 | 1 | 0 | 102 | 241 | 163 | 405 | 61 | 190 | 42 | 15 | 201 | 22 | -5 | +0 | -0 | -6 | +1 | -1.1 |
| 2025 | 29 | AAA MLE | Norfolk Tides | — | 291 | 233 | 35 | 5 | 0 | 8 | 41 | 117 | 14 | 6 | 1 | 150 | 312 | 275 | 587 | 124 | 238 | 40 | 14 | 277 | 74 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Norfolk Tides | — | 352 | 301 | 54 | 10 | 1 | 8 | 36 | 130 | 11 | 7 | 1 | 179 | 290 | 299 | 589 | 120 | 268 | 37 | 10 | 260 | 62 | — | — | — | — | — | — |
| 2017 | 21 | ROK MLE | Bluefield Blue Jays | — | 276 | 238 | 65 | 14 | 2 | 6 | 35 | 85 | 3 | 7 | 4 | 273 | 373 | 424 | 798 | 151 | 401 | 31 | 13 | 351 | 124 | — | — | — | — | — | — |
| 2017 | 21 | ROK RAW | Bluefield Blue Jays | — | 276 | 214 | 78 | 18 | 3 | 7 | 59 | 60 | 3 | 7 | 4 | 364 | 507 | 575 | 1.082 | 210 | 483 | 22 | 21 | 475 | 124 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | Lansing Lugnuts | — | 527 | 439 | 83 | 18 | 3 | 15 | 73 | 186 | 10 | 14 | 4 | 189 | 318 | 346 | 664 | 157 | 280 | 35 | 14 | 300 | 89 | — | — | — | — | — | — |
| 2018 | 22 | A RAW | Lansing Lugnuts | — | 527 | 403 | 103 | 24 | 4 | 20 | 109 | 135 | 10 | 14 | 4 | 256 | 425 | 484 | 909 | 228 | 328 | 26 | 21 | 402 | 89 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Dunedin Blue Jays | — | 469 | 399 | 65 | 21 | 1 | 8 | 53 | 203 | 10 | 14 | 2 | 163 | 277 | 281 | 558 | 118 | 294 | 43 | 11 | 256 | 59 | — | — | — | — | — | — |
| 2019 | 23 | A+ RAW | Dunedin Blue Jays | — | 469 | 378 | 90 | 27 | 1 | 13 | 74 | 138 | 10 | 14 | 2 | 238 | 377 | 418 | 795 | 180 | 330 | 29 | 16 | 355 | 59 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Tulsa Drillers | — | 475 | 411 | 82 | 12 | 1 | 24 | 47 | 161 | 12 | 3 | 1 | 200 | 300 | 409 | 709 | 209 | 251 | 34 | 10 | 310 | 96 | — | — | — | — | — | — |
| 2021 | 25 | AA RAW | Tulsa Drillers | — | 475 | 384 | 96 | 15 | 1 | 29 | 74 | 127 | 12 | 3 | 1 | 250 | 387 | 521 | 908 | 271 | 288 | 27 | 16 | 395 | 96 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | Oklahoma City Dodgers | — | 574 | 497 | 105 | 20 | 1 | 18 | 59 | 193 | 15 | 20 | 4 | 211 | 313 | 364 | 678 | 153 | 301 | 34 | 10 | 304 | 92 | — | — | — | — | — | — |
| 2022 | 26 | AAA RAW | Oklahoma City Dodgers | — | 574 | 464 | 120 | 23 | 1 | 25 | 92 | 162 | 15 | 20 | 4 | 259 | 398 | 474 | 872 | 216 | 339 | 28 | 16 | 388 | 92 | — | — | — | — | — | — |
| 2023 | 27 | MLB MLE | 2 teams | — | 513 | 420 | 98 | 23 | 1 | 20 | 81 | 174 | 10 | 3 | 1 | 233 | 370 | 436 | 806 | 202 | 342 | 34 | 16 | 361 | 131 | +19 | +0 | -6 | -9 | +11 | 1.5 |
| 2023 | 27 | MLB RAW | 2 teams | — | 513 | 416 | 97 | 24 | 1 | 18 | 85 | 173 | 10 | 3 | 1 | 233 | 376 | 425 | 801 | 192 | 348 | 34 | 17 | 361 | 131 | +19 | +0 | -6 | -9 | +11 | 1.5 |
| 2024 | 28 | AAA MLE | 2 teams | — | 558 | 469 | 79 | 20 | 2 | 17 | 77 | 194 | 9 | 5 | 1 | 168 | 297 | 328 | 626 | 160 | 238 | 35 | 14 | 280 | 76 | — | — | — | — | — | — |
| 2024 | 28 | AAA RAW | 2 teams | — | 558 | 443 | 91 | 25 | 2 | 23 | 103 | 171 | 9 | 5 | 1 | 205 | 366 | 427 | 792 | 221 | 271 | 31 | 18 | 356 | 76 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | 2 teams | — | 350 | 282 | 40 | 5 | 0 | 9 | 50 | 142 | 14 | 7 | 1 | 142 | 301 | 255 | 556 | 113 | 231 | 41 | 14 | 264 | 65 | — | — | — | — | — | — |
| 2025 | 29 | AAA RAW | 2 teams | — | 350 | 255 | 44 | 6 | 0 | 11 | 77 | 119 | 14 | 7 | 1 | 173 | 390 | 325 | 716 | 153 | 258 | 34 | 22 | 340 | 65 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Norfolk Tides | — | 352 | 301 | 54 | 10 | 1 | 8 | 36 | 130 | 11 | 7 | 1 | 179 | 290 | 299 | 589 | 120 | 280 | 37 | 10 | 260 | 62 | — | — | — | — | — | — |
| 2026 | 30 | AAA RAW | Norfolk Tides | — | 352 | 284 | 63 | 12 | 1 | 11 | 53 | 108 | 11 | 7 | 1 | 222 | 365 | 387 | 752 | 165 | 313 | 31 | 15 | 342 | 62 | — | — | — | — | — | — |
| 2017 | 21 | ROK MLE | Bluefield Blue Jays | — | 276 | 236 | 65 | 14 | 2 | 6 | 35 | 85 | 3 | 7 | 4 | 275 | 373 | 428 | 801 | 153 | 401 | 31 | 13 | 351 | 124 | — | — | — | — | — | — |
| 2018 | 22 | A MLE | Lansing Lugnuts | — | 527 | 439 | 83 | 18 | 3 | 15 | 73 | 186 | 10 | 14 | 4 | 189 | 318 | 346 | 664 | 157 | 274 | 35 | 14 | 300 | 89 | — | — | — | — | — | — |
| 2019 | 23 | A+ MLE | Dunedin Blue Jays | — | 469 | 403 | 65 | 21 | 1 | 8 | 53 | 203 | 10 | 14 | 2 | 161 | 277 | 278 | 555 | 117 | 282 | 43 | 11 | 256 | 59 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Tulsa Drillers | — | 475 | 413 | 82 | 12 | 1 | 24 | 47 | 161 | 12 | 3 | 1 | 199 | 300 | 407 | 707 | 208 | 246 | 34 | 10 | 310 | 96 | — | — | — | — | — | — |
| 2022 | 26 | AAA MLE | Oklahoma City Dodgers | — | 574 | 495 | 105 | 20 | 1 | 18 | 59 | 193 | 15 | 20 | 4 | 212 | 313 | 366 | 679 | 154 | 299 | 34 | 10 | 304 | 92 | — | — | — | — | — | — |
| 2023 | 27 | MLB MLE | 2 teams | — | 513 | 417 | 98 | 23 | 1 | 20 | 81 | 174 | 10 | 3 | 1 | 235 | 370 | 439 | 809 | 204 | 344 | 34 | 16 | 361 | 131 | — | — | — | — | — | — |
| 2024 | 28 | AAA MLE | 2 teams | — | 558 | 467 | 79 | 20 | 2 | 17 | 77 | 194 | 9 | 5 | 1 | 169 | 297 | 330 | 627 | 161 | 234 | 35 | 14 | 280 | 76 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | 2 teams | — | 350 | 283 | 40 | 5 | 0 | 9 | 50 | 142 | 14 | 7 | 1 | 141 | 301 | 254 | 555 | 113 | 230 | 41 | 14 | 264 | 65 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Norfolk Tides | — | 352 | 302 | 54 | 10 | 1 | 8 | 36 | 130 | 11 | 7 | 1 | 179 | 290 | 298 | 588 | 119 | 268 | 37 | 10 | 260 | 62 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 28 | AAA MLE | 2 teams | — | 558 | 467 | 79 | 20 | 2 | 17 | 77 | 194 | 9 | 5 | 1 | 169 | 297 | 330 | 627 | 161 | 234 | 35 | 14 | 280 | 76 | — | — | — | — | — | — |
| 2025 | 29 | AAA MLE | 2 teams | — | 350 | 283 | 40 | 5 | 0 | 9 | 50 | 142 | 14 | 7 | 1 | 141 | 301 | 254 | 555 | 113 | 230 | 41 | 14 | 264 | 65 | — | — | — | — | — | — |
| 2026 | 30 | AAA MLE | Norfolk Tides | — | 352 | 302 | 54 | 10 | 1 | 8 | 36 | 130 | 11 | 7 | 1 | 179 | 290 | 298 | 588 | 119 | 268 | 37 | 10 | 260 | 62 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 31 | MLB MLE | BAL | 10% | 380 | 323 | 60 | 11 | 1 | 10 | 45 | 126 | 9 | 6 | 2 | 188 | 304 | 326 | 630 | 138 | 266 | 33 | 12 | 290 | 82 | -8 | +0 | +1 | -7 | +8 | -0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 31 | MLB CTX | BAL | 10% | 24 | 20 | 4 | 1 | 0 | 1 | 3 | 8 | 1 | 0 | 0 | 191 | 307 | 335 | 641 | 143 | 270 | 33 | 12 | 294 | 82 | -1 | +0 | +0 | -0 | +1 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 32 | MLB MLE | BAL | 27% | 250 | 213 | 39 | 7 | 1 | 6 | 29 | 84 | 6 | 2 | 1 | 181 | 297 | 310 | 607 | 129 | 259 | 34 | 12 | 281 | 76 | -7 | +0 | -3 | -4 | +5 | -0.9 |
| 2028 | 32 | MLB CTX | BAL | 27% | 68 | 58 | 11 | 2 | 0 | 2 | 8 | 23 | 2 | 1 | 0 | 185 | 299 | 319 | 618 | 134 | 263 | 34 | 12 | 285 | 76 | -2 | +0 | -1 | -1 | +1 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 733 | 606 | 122 | 28 | 1 | 20 | 110 | 255 | 13 | 5 | 1 | 201 | 336 | 350 | 686 | 149 | 306 | 35 | 15 | 315 | 87 | -1 | +1 | -8 | -27 | +16 | -1.9 | |
| / 162G | — | A+C | — | 650 | 537 | 109 | 25 | 1 | 18 | 98 | 226 | 12 | 4 | 1 | 203 | 339 | 354 | 693 | 151 | 308 | 35 | 15 | 315 | 87 | -1 | +1 | -7 | -24 | +14 | -1.7 | |
| Career | — | MLE | — | 4582 | 3871 | 748 | 157 | 14 | 137 | 568 | 1631 | 106 | 86 | 21 | 193 | 313 | 347 | 660 | 154 | 287 | 36 | 12 | 297 | 87 | -11 | +1 | -10 | -34 | +25 | -3.0 | |
| / 162G | — | MLE | — | 650 | 549 | 105 | 22 | 2 | 19 | 81 | 231 | 15 | 12 | 3 | 191 | 312 | 342 | 654 | 151 | 284 | 36 | 12 | 297 | 87 | -6 | +0 | -5 | -19 | +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 AAANorfolk Tides · 352 PAwOBA .334 → .260 (−75)K% 30.7% → 36.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.68% | ÷1.000 | ×1.200 | — | — | 36.82% |
| BB% (unintentional) /PA | 15.06% | ÷1.000 | ×0.690 | — | ×0.972 | 10.10% |
| HBP% /PA | 3.12% | — | ×0.940 | — | ×0.972 | 2.86% |
| Singles /BIP | 22.16% | ÷1.000 | ×0.930 | ×0.990 | ×0.972 | 19.82% |
| Doubles /BIP | 6.82% | ÷1.000 | ×0.830 | ×0.990 | ×0.972 | 5.44% |
| Triples /BIP | 0.57% | ÷1.000 | ×0.970 | ×0.990 | ×0.972 | 0.53% |
| Home runs /BIP | 6.25% | ÷1.000 | ×0.700 | — | ×0.972 | 4.25% |
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 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.990.
Result: wOBA .334 → .260; ISO .165 → .120; BABIP .313 → .268. 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 AAANorfolk Tides · 291 PAwOBA .357 → .277 (−80)K% 32.3% → 40.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.30% | ÷0.967 | ×1.200 | — | — | 40.08% |
| BB% (unintentional) /PA | 21.99% | ÷1.063 | ×0.690 | — | ×0.982 | 14.02% |
| HBP% /PA | 4.81% | — | ×0.940 | — | ×0.982 | 4.44% |
| Singles /BIP | 20.18% | ÷0.959 | ×0.930 | ×0.971 | ×0.982 | 18.65% |
| Doubles /BIP | 5.26% | ÷0.978 | ×0.830 | ×0.971 | ×0.982 | 4.26% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×0.971 | ×0.982 | 0.00% |
| Home runs /BIP | 8.77% | ÷0.945 | ×0.700 | — | ×0.982 | 6.38% |
Factors used: league row International League. Park (home-season share, regressed): HR 89, 1B 92, 2B 96, 3B 80, K 93, BB 113 — 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 ×0.971.
Result: wOBA .357 → .277; ISO .173 → .136; BABIP .271 → .238. 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 AAALas Vegas Aviators · 447 PAwOBA .380 → .294 (−86)K% 30.0% → 35.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.98% | ÷1.022 | ×1.200 | — | — | 35.20% |
| BB% (unintentional) /PA | 19.69% | ÷0.952 | ×0.690 | — | ×0.992 | 14.15% |
| HBP% /PA | 1.79% | — | ×0.940 | — | ×0.992 | 1.67% |
| Singles /BIP | 15.42% | ÷0.974 | ×0.930 | ×0.986 | ×0.992 | 14.41% |
| Doubles /BIP | 9.81% | ÷1.088 | ×0.830 | ×0.986 | ×0.992 | 7.32% |
| Triples /BIP | 0.93% | ÷1.150 | ×0.970 | ×0.986 | ×0.992 | 0.77% |
| Home runs /BIP | 10.28% | ÷1.001 | ×0.700 | — | ×0.992 | 7.13% |
Factors used: league row International League. Park (home-season share, regressed): HR 100, 1B 95, 2B 118, 3B 130, K 104, BB 90 — applied at half strength. Age: age 28 vs a level average of 27.2 → −0.8% on BB/HBP/hit rates (0.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.986.
Result: wOBA .380 → .294; ISO .261 → .190; BABIP .289 → .240. 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 AAALas Vegas Aviators · 18 PAwOBA .666 → .574 (−93)K% 16.7% → 19.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷1.017 | ×1.200 | — | — | 19.66% |
| BB% (unintentional) /PA | 38.89% | ÷1.055 | ×0.690 | — | ×1.003 | 25.52% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.003 | 0.00% |
| Singles /BIP | 0.00% | ÷0.993 | ×0.930 | — | ×1.003 | 0.00% |
| Doubles /BIP | 28.57% | ÷1.124 | ×0.830 | — | ×1.003 | 21.17% |
| Triples /BIP | 0.00% | ÷1.133 | ×0.970 | — | ×1.003 | 0.00% |
| Home runs /BIP | 28.57% | ÷0.996 | ×0.700 | — | ×1.003 | 20.15% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 99, 2B 125, 3B 127, K 103, BB 111 — applied at half strength. Age: age 27 vs a level average of 27.2 → +0.3% on BB/HBP/hit rates (0.2 yr younger than average).
Result: wOBA .666 → .574; ISO .800 → .805; BABIP .400 → .265. 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 AAAOklahoma City Dodgers · 574 PAwOBA .379 → .304 (−76)K% 28.2% → 33.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.22% | ÷1.009 | ×1.200 | — | — | 33.56% |
| BB% (unintentional) /PA | 15.68% | ÷1.073 | ×0.690 | — | ×1.018 | 10.27% |
| HBP% /PA | 2.61% | — | ×0.940 | — | ×1.018 | 2.50% |
| Singles /BIP | 23.51% | ÷1.027 | ×0.930 | ×0.988 | ×1.018 | 21.42% |
| Doubles /BIP | 7.62% | ÷0.958 | ×0.830 | ×0.988 | ×1.018 | 6.64% |
| Triples /BIP | 0.33% | ÷0.955 | ×0.970 | ×0.988 | ×1.018 | 0.34% |
| Home runs /BIP | 8.28% | ÷0.997 | ×0.700 | — | ×1.018 | 5.92% |
Factors used: league row International League. Park (home-season share, regressed): HR 99, 1B 105, 2B 92, 3B 91, K 102, BB 115 — applied at half strength. Age: age 26 vs a level average of 27.2 → +1.8% on BB/HBP/hit rates (1.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.988.
Result: wOBA .379 → .304; ISO .216 → .166; BABIP .339 → .299. 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 AATulsa Drillers · 475 PAwOBA .388 → .310 (−78)K% 26.7% → 33.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.74% | ÷0.966 | ×1.220 | — | — | 33.75% |
| BB% (unintentional) /PA | 15.16% | ÷1.051 | ×0.690 | — | ×0.998 | 9.94% |
| HBP% /PA | 2.53% | — | ×0.850 | — | ×0.998 | 2.14% |
| Singles /BIP | 19.84% | ÷1.030 | ×0.940 | ×0.973 | ×0.998 | 17.57% |
| Doubles /BIP | 5.84% | ÷1.026 | ×0.870 | ×0.973 | ×0.998 | 4.80% |
| Triples /BIP | 0.39% | ÷0.900 | ×0.920 | ×0.973 | ×0.998 | 0.39% |
| Home runs /BIP | 11.28% | ÷0.935 | ×0.780 | — | ×0.998 | 9.40% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 87, 1B 106, 2B 105, 3B 80, K 93, BB 110 — applied at half strength. Age: age 25 vs a level average of 24.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.973.
Result: wOBA .388 → .310; ISO .271 → .226; BABIP .288 → .246. 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).
2019 A+Dunedin Blue Jays · 469 PAwOBA .349 → .256 (−93)K% 29.4% → 43.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.42% | ÷0.966 | ×1.420 | — | — | 43.25% |
| BB% (unintentional) /PA | 15.14% | ÷0.993 | ×0.750 | — | ×0.998 | 11.41% |
| HBP% /PA | 2.13% | — | ×0.930 | — | ×0.998 | 1.98% |
| Singles /BIP | 20.42% | ÷1.029 | ×0.920 | ×0.950 | ×0.998 | 17.31% |
| Doubles /BIP | 11.25% | ÷0.992 | ×0.960 | ×0.950 | ×0.998 | 10.32% |
| Triples /BIP | 0.42% | ÷1.150 | ×0.810 | ×0.950 | ×0.998 | 0.28% |
| Home runs /BIP | 5.42% | ÷1.194 | ×0.880 | — | ×0.998 | 3.99% |
Factors used: league row FSL. Park (home-season share, regressed): HR 139, 1B 106, 2B 98, 3B 130, K 93, BB 99 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .349 → .256; ISO .180 → .123; BABIP .330 → .282. 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).
2018 ALansing Lugnuts · 527 PAwOBA .395 → .300 (−95)K% 25.6% → 35.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.62% | ÷0.989 | ×1.360 | — | — | 35.24% |
| BB% (unintentional) /PA | 20.11% | ÷0.995 | ×0.690 | — | — | 13.95% |
| HBP% /PA | 1.90% | — | ×0.780 | — | — | 1.48% |
| Singles /BIP | 20.52% | ÷1.018 | ×0.920 | ×0.980 | — | 18.17% |
| Doubles /BIP | 8.96% | ÷1.033 | ×0.830 | ×0.980 | — | 7.05% |
| Triples /BIP | 1.49% | ÷1.150 | ×0.910 | ×0.980 | — | 1.16% |
| Home runs /BIP | 7.46% | ÷1.034 | ×0.800 | — | — | 5.77% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 107, 1B 104, 2B 107, 3B 130, K 98, BB 99 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.980.
Result: wOBA .395 → .300; ISO .228 → .172; BABIP .328 → .274. 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).