Michael Arroyo
SS Arkansas Travelers| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 19 | A+/A2 orgs | 592 | .285/.406/.509 | 23 | 18 | 101 | — | .230/.330/.398 |
| 2025 | 20 | AA/A+SEA | 556 | .262/.402/.433 | 17 | 12 | 95 | — | .218/.341/.356 |
| 2026 | 21 | AAA/AASEA | 532 | .283/.365/.471 | 18 | 17 | 99 | — | .248/.317/.398 |
| 2026 | 21 | MLBSEA | 41 | .371/.450/.514 | 1 | 2 | 172 | 1.1 | |
| 2027PROJ14% MLB | 22 | MLBSEA | 29 | .252/.327/.396 | 1 | 1 | 107 | 0.1 | |
| 2028PROJ54% MLB | 23 | MLBSEA | 324 | .255/.331/.410 | 9 | 8 | 112 | 1.5 | |
| 2029PROJ68% MLB | 24 | MLBSEA | 414 | .257/.333/.418 | 12 | 11 | 115 | 2.1 |
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.
| 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) | |||||||||||||||||||||||||||||||
| 2022 | 17 | ROK | DSL Mariners | — | 199 | 153 | 48 | 10 | 2 | 4 | 27 | 33 | 16 | 4 | 4 | 314 | 464 | 484 | 948 | 170 | 370 | 17 | 14 | 422 | 75 | — | — | — | — | — | — |
| 2023 | 18 | A | Modesto Nuts | — | 265 | 209 | 49 | 17 | 3 | 2 | 36 | 53 | 18 | 5 | 3 | 234 | 392 | 373 | 765 | 139 | 301 | 20 | 14 | 353 | 81 | — | — | — | — | — | — |
| 2024 | 19 | A+ | Everett AquaSox | — | 290 | 241 | 70 | 15 | 2 | 12 | 34 | 75 | 11 | 10 | 5 | 290 | 402 | 519 | 921 | 228 | 367 | 26 | 12 | 401 | 95 | — | — | — | — | — | — |
| 2024 | 19 | A | Modesto Nuts | — | 302 | 244 | 68 | 11 | 5 | 11 | 39 | 61 | 15 | 8 | 1 | 279 | 409 | 500 | 909 | 221 | 324 | 20 | 13 | 399 | 106 | — | — | — | — | — | — |
| 2025 | 20 | AA | Arkansas Travelers | — | 250 | 208 | 53 | 10 | 1 | 2 | 30 | 39 | 11 | 9 | 3 | 255 | 378 | 341 | 719 | 87 | 304 | 16 | 12 | 335 | 86 | — | — | — | — | — | — |
| 2025 | 20 | A+ | Everett AquaSox | — | 306 | 242 | 65 | 14 | 0 | 15 | 39 | 65 | 25 | 3 | 2 | 269 | 422 | 512 | 934 | 244 | 309 | 21 | 13 | 416 | 103 | — | — | — | — | — | — |
| 2026 | 21 | MLB | Seattle Mariners | — | 41 | 35 | 13 | 2 | 0 | 1 | 5 | 6 | 0 | 2 | 0 | 371 | 450 | 514 | 964 | 143 | 414 | 15 | 12 | 419 | 172 | +4 | +0 | +0 | +6 | +1 | 1.1 |
| 2026 | 21 | AAA | Tacoma Rainiers | — | 235 | 202 | 56 | 11 | 4 | 8 | 19 | 38 | 8 | 4 | 2 | 277 | 362 | 490 | 853 | 213 | 296 | 16 | 8 | 367 | 103 | — | — | — | — | — | — |
| 2026 | 21 | AA | Arkansas Travelers | — | 297 | 261 | 75 | 12 | 1 | 10 | 24 | 49 | 9 | 13 | 2 | 287 | 367 | 456 | 823 | 169 | 317 | 16 | 8 | 364 | 95 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 41 | 35 | 13 | 2 | 0 | 1 | 5 | 6 | 0 | 2 | 0 | 371 | 450 | 514 | 964 | 143 | 414 | 15 | 12 | 419 | 170 | +3 | +0 | +0 | +6 | +1 | 1.1 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2022 | 17 | ROK MLE | DSL Mariners | — | 199 | 162 | 33 | 7 | 1 | 2 | 18 | 41 | 16 | 4 | 4 | 204 | 342 | 296 | 638 | 93 | 236 | 21 | 9 | 279 | 75 | — | — | — | — | — | — |
| 2023 | 18 | A MLE | Modesto Nuts | — | 265 | 219 | 44 | 14 | 2 | 2 | 26 | 70 | 18 | 5 | 3 | 201 | 335 | 311 | 645 | 110 | 272 | 26 | 10 | 288 | 81 | — | — | — | — | — | — |
| 2024 | 19 | A+ MLE | Everett AquaSox | — | 290 | 252 | 57 | 11 | 2 | 8 | 23 | 101 | 11 | 10 | 5 | 226 | 318 | 381 | 699 | 155 | 324 | 35 | 8 | 308 | 95 | — | — | — | — | — | — |
| 2024 | 19 | A MLE | Modesto Nuts | — | 302 | 256 | 60 | 8 | 4 | 10 | 27 | 84 | 15 | 8 | 1 | 234 | 342 | 414 | 756 | 180 | 287 | 28 | 9 | 325 | 106 | — | — | — | — | — | — |
| 2025 | 20 | AA MLE | Arkansas Travelers | — | 250 | 215 | 49 | 9 | 1 | 2 | 23 | 45 | 11 | 9 | 3 | 228 | 333 | 307 | 640 | 79 | 279 | 18 | 9 | 295 | 86 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | Everett AquaSox | — | 306 | 253 | 53 | 11 | 0 | 12 | 28 | 92 | 25 | 3 | 2 | 209 | 346 | 395 | 742 | 186 | 270 | 30 | 9 | 321 | 103 | — | — | — | — | — | — |
| 2026 | 21 | MLB MLE | Seattle Mariners | — | 41 | 35 | 13 | 2 | 0 | 1 | 5 | 6 | 0 | 2 | 0 | 371 | 450 | 514 | 964 | 143 | 414 | 15 | 12 | 423 | 172 | +4 | +0 | +0 | +6 | +1 | 1.1 |
| 2026 | 21 | AAA MLE | Tacoma Rainiers | — | 235 | 207 | 51 | 9 | 4 | 6 | 14 | 46 | 8 | 4 | 2 | 246 | 319 | 415 | 734 | 169 | 270 | 20 | 6 | 320 | 103 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | Arkansas Travelers | — | 297 | 268 | 67 | 10 | 1 | 8 | 17 | 60 | 9 | 13 | 2 | 250 | 316 | 384 | 701 | 134 | 284 | 20 | 6 | 308 | 95 | — | — | — | — | — | — |
| 2022 | 17 | ROK MLE | DSL Mariners | — | 199 | 162 | 33 | 7 | 1 | 2 | 18 | 41 | 16 | 4 | 4 | 204 | 342 | 296 | 638 | 93 | 254 | 21 | 9 | 279 | 75 | — | — | — | — | — | — |
| 2022 | 17 | ROK RAW | DSL Mariners | — | 199 | 153 | 48 | 10 | 2 | 4 | 27 | 33 | 16 | 4 | 4 | 314 | 464 | 484 | 948 | 170 | 370 | 17 | 14 | 422 | 75 | — | — | — | — | — | — |
| 2023 | 18 | A MLE | Modesto Nuts | — | 265 | 219 | 44 | 14 | 2 | 2 | 26 | 70 | 18 | 5 | 3 | 201 | 335 | 311 | 645 | 110 | 282 | 26 | 10 | 288 | 81 | — | — | — | — | — | — |
| 2023 | 18 | A RAW | Modesto Nuts | — | 265 | 209 | 49 | 17 | 3 | 2 | 36 | 53 | 18 | 5 | 3 | 234 | 392 | 373 | 765 | 139 | 301 | 20 | 14 | 353 | 81 | — | — | — | — | — | — |
| 2024 | 19 | A MLE | 2 teams | — | 592 | 507 | 118 | 20 | 6 | 18 | 51 | 185 | 26 | 18 | 6 | 233 | 334 | 402 | 736 | 170 | 321 | 31 | 9 | 317 | 100 | — | — | — | — | — | — |
| 2024 | 19 | A RAW | 2 teams | — | 592 | 485 | 138 | 26 | 7 | 23 | 73 | 136 | 26 | 18 | 6 | 285 | 406 | 509 | 915 | 225 | 344 | 23 | 12 | 400 | 100 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | 2 teams | — | 556 | 467 | 104 | 21 | 1 | 14 | 52 | 137 | 36 | 12 | 5 | 223 | 346 | 362 | 708 | 139 | 284 | 25 | 9 | 309 | 95 | — | — | — | — | — | — |
| 2025 | 20 | A+ RAW | 2 teams | — | 556 | 450 | 118 | 24 | 1 | 17 | 69 | 104 | 36 | 12 | 5 | 262 | 402 | 433 | 835 | 171 | 306 | 19 | 12 | 380 | 95 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | 3 teams | — | 573 | 511 | 132 | 22 | 5 | 15 | 35 | 111 | 17 | 19 | 4 | 258 | 327 | 409 | 736 | 151 | 296 | 19 | 6 | 321 | 103 | — | — | — | — | — | — |
| 2026 | 21 | AA RAW | 3 teams | — | 573 | 498 | 144 | 25 | 5 | 19 | 48 | 93 | 17 | 19 | 4 | 289 | 371 | 474 | 845 | 185 | 316 | 16 | 8 | 369 | 103 | — | — | — | — | — | — |
| 2022 | 17 | ROK MLE | DSL Mariners | — | 199 | 163 | 33 | 7 | 1 | 2 | 18 | 41 | 16 | 4 | 4 | 202 | 342 | 294 | 636 | 92 | 236 | 21 | 9 | 279 | 75 | — | — | — | — | — | — |
| 2023 | 18 | A MLE | Modesto Nuts | — | 265 | 219 | 44 | 14 | 2 | 2 | 26 | 70 | 18 | 5 | 3 | 201 | 335 | 311 | 645 | 110 | 272 | 26 | 10 | 288 | 81 | — | — | — | — | — | — |
| 2024 | 19 | A MLE | 2 teams | — | 592 | 510 | 118 | 20 | 6 | 18 | 51 | 185 | 26 | 18 | 6 | 231 | 334 | 400 | 734 | 169 | 305 | 31 | 9 | 317 | 100 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | 2 teams | — | 556 | 463 | 104 | 21 | 1 | 14 | 52 | 137 | 36 | 12 | 5 | 225 | 346 | 365 | 711 | 140 | 274 | 25 | 9 | 309 | 95 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | 3 teams | — | 573 | 516 | 132 | 22 | 5 | 15 | 35 | 111 | 17 | 19 | 4 | 256 | 327 | 405 | 732 | 149 | 288 | 19 | 6 | 321 | 103 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 19 | A MLE | 2 teams | — | 592 | 510 | 118 | 20 | 6 | 18 | 51 | 185 | 26 | 18 | 6 | 231 | 334 | 400 | 734 | 169 | 305 | 31 | 9 | 317 | 100 | — | — | — | — | — | — |
| 2025 | 20 | A+ MLE | 2 teams | — | 556 | 463 | 104 | 21 | 1 | 14 | 52 | 137 | 36 | 12 | 5 | 225 | 346 | 365 | 711 | 140 | 274 | 25 | 9 | 309 | 95 | — | — | — | — | — | — |
| 2026 | 21 | AA MLE | 3 teams | — | 573 | 516 | 132 | 22 | 5 | 15 | 35 | 111 | 17 | 19 | 4 | 256 | 327 | 405 | 732 | 149 | 288 | 19 | 6 | 321 | 103 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB MLE | SEA | 14% | 648 | 578 | 147 | 25 | 5 | 17 | 45 | 122 | 20 | 17 | 4 | 254 | 329 | 402 | 731 | 148 | 292 | 19 | 7 | 327 | 107 | +6 | +2 | -3 | +7 | +14 | 1.0 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 22 | MLB CTX | SEA | 14% | 29 | 26 | 6 | 1 | 0 | 1 | 2 | 5 | 1 | 1 | 0 | 252 | 327 | 396 | 723 | 144 | 290 | 17 | 7 | 324 | 107 | +0 | +0 | -0 | +0 | +1 | 0.1 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 23 | MLB MLE | SEA | 54% | 599 | 533 | 138 | 23 | 4 | 18 | 43 | 111 | 18 | 16 | 3 | 258 | 333 | 416 | 749 | 158 | 293 | 19 | 7 | 334 | 112 | +9 | +2 | -2 | +6 | +13 | 2.8 |
| 2029 | 24 | MLB MLE | SEA | 68% | 614 | 546 | 142 | 24 | 4 | 19 | 45 | 114 | 18 | 16 | 4 | 260 | 336 | 424 | 760 | 164 | 294 | 19 | 7 | 338 | 115 | +11 | +2 | -2 | +7 | +13 | 3.1 |
| 2030 | 25 | MLB MLE | SEA | 74% | 614 | 546 | 142 | 24 | 4 | 20 | 46 | 114 | 17 | 16 | 4 | 260 | 336 | 427 | 763 | 167 | 294 | 19 | 7 | 339 | 116 | +11 | +2 | -2 | +7 | +13 | 3.1 |
| 2031 | 26 | MLB MLE | SEA | 77% | 614 | 547 | 142 | 24 | 4 | 20 | 46 | 116 | 16 | 15 | 4 | 260 | 336 | 427 | 763 | 167 | 294 | 19 | 7 | 339 | 115 | +11 | +1 | -2 | +7 | +13 | 3.1 |
| 2032 | 27 | MLB MLE | SEA | 76% | 606 | 539 | 139 | 24 | 4 | 19 | 46 | 116 | 16 | 15 | 3 | 258 | 334 | 423 | 758 | 165 | 293 | 19 | 8 | 337 | 114 | +10 | +2 | -2 | +6 | +13 | 3.0 |
| 2033 | 28 | MLB MLE | SEA | 76% | 592 | 527 | 135 | 23 | 4 | 18 | 45 | 115 | 15 | 12 | 3 | 256 | 332 | 419 | 751 | 163 | 293 | 19 | 8 | 334 | 112 | +9 | +1 | -3 | +6 | +13 | 2.7 |
| 2034 | 29 | MLB MLE | SEA | 74% | 571 | 509 | 128 | 22 | 3 | 17 | 43 | 112 | 14 | 10 | 2 | 254 | 330 | 413 | 743 | 159 | 292 | 20 | 8 | 331 | 110 | +7 | +1 | -3 | +6 | +12 | 2.3 |
| 2035 | 30 | MLB MLE | SEA | 73% | 555 | 495 | 124 | 21 | 3 | 16 | 41 | 111 | 14 | 7 | 2 | 251 | 326 | 406 | 732 | 154 | 290 | 20 | 7 | 326 | 107 | +5 | +1 | -4 | +6 | +12 | 2.0 |
| 2036 | 31 | MLB MLE | SEA | 73% | 536 | 479 | 118 | 20 | 3 | 15 | 39 | 109 | 13 | 3 | 1 | 247 | 322 | 396 | 718 | 149 | 288 | 20 | 7 | 321 | 103 | +2 | +0 | -5 | +6 | +12 | 1.5 |
| 2037 | 32 | MLB MLE | SEA | 72% | 512 | 458 | 112 | 19 | 3 | 14 | 37 | 107 | 12 | 2 | 1 | 242 | 316 | 384 | 699 | 142 | 284 | 21 | 7 | 313 | 98 | -1 | +0 | -5 | +5 | +11 | 1.0 |
| 2038 | 33 | MLB MLE | SEA | 72% | 476 | 428 | 100 | 16 | 2 | 12 | 34 | 102 | 11 | 2 | 1 | 236 | 308 | 369 | 677 | 133 | 280 | 21 | 7 | 304 | 92 | -5 | +0 | -6 | +5 | +10 | 0.5 |
| 2039 | 34 | MLB MLE | SEA | 68% | 419 | 378 | 86 | 13 | 2 | 10 | 29 | 93 | 9 | 1 | 0 | 228 | 299 | 351 | 650 | 123 | 274 | 22 | 7 | 293 | 84 | -8 | +0 | -6 | +4 | +9 | -0.0 |
| 2028 | 23 | MLB CTX | SEA | 54% | 324 | 288 | 73 | 12 | 2 | 9 | 23 | 60 | 10 | 8 | 2 | 255 | 331 | 410 | 741 | 154 | 291 | 19 | 7 | 330 | 112 | +5 | +1 | -1 | +3 | +7 | 1.5 |
| 2029 | 24 | MLB CTX | SEA | 68% | 414 | 369 | 95 | 16 | 3 | 12 | 30 | 77 | 12 | 11 | 2 | 257 | 333 | 418 | 751 | 160 | 291 | 19 | 7 | 334 | 115 | +7 | +1 | -1 | +4 | +9 | 2.1 |
| 2030 | 25 | MLB CTX | SEA | 74% | 453 | 403 | 104 | 18 | 3 | 14 | 34 | 84 | 13 | 12 | 3 | 258 | 334 | 421 | 755 | 163 | 291 | 19 | 8 | 336 | 116 | +8 | +1 | -2 | +5 | +10 | 2.3 |
| 2031 | 26 | MLB CTX | SEA | 77% | 471 | 420 | 108 | 18 | 3 | 15 | 35 | 89 | 13 | 12 | 3 | 257 | 333 | 420 | 754 | 163 | 291 | 19 | 7 | 335 | 115 | +9 | +1 | -2 | +5 | +10 | 2.4 |
| 2032 | 27 | MLB CTX | SEA | 76% | 463 | 413 | 105 | 18 | 3 | 14 | 35 | 89 | 12 | 11 | 3 | 255 | 332 | 417 | 749 | 162 | 291 | 19 | 8 | 333 | 114 | +8 | +1 | -2 | +5 | +10 | 2.2 |
| 2033 | 28 | MLB CTX | SEA | 76% | 451 | 402 | 102 | 17 | 3 | 14 | 34 | 87 | 12 | 9 | 2 | 254 | 330 | 413 | 743 | 159 | 290 | 19 | 8 | 331 | 112 | +7 | +1 | -2 | +5 | +10 | 2.0 |
| 2034 | 29 | MLB CTX | SEA | 74% | 425 | 379 | 96 | 16 | 3 | 13 | 32 | 83 | 11 | 7 | 2 | 252 | 327 | 407 | 734 | 155 | 289 | 20 | 8 | 327 | 110 | +5 | +1 | -3 | +5 | +9 | 1.7 |
| 2035 | 30 | MLB CTX | SEA | 73% | 407 | 364 | 90 | 15 | 2 | 12 | 30 | 81 | 10 | 5 | 1 | 249 | 324 | 400 | 724 | 151 | 288 | 20 | 7 | 323 | 107 | +3 | +1 | -3 | +4 | +9 | 1.4 |
| 2036 | 31 | MLB CTX | SEA | 73% | 390 | 348 | 85 | 14 | 2 | 11 | 29 | 79 | 10 | 2 | 1 | 245 | 319 | 390 | 710 | 145 | 285 | 20 | 7 | 317 | 103 | +1 | +0 | -3 | +4 | +8 | 1.1 |
| 2037 | 32 | MLB CTX | SEA | 72% | 370 | 331 | 80 | 13 | 2 | 10 | 27 | 77 | 9 | 2 | 1 | 240 | 313 | 378 | 692 | 138 | 282 | 21 | 7 | 310 | 98 | -1 | +0 | -4 | +4 | +8 | 0.7 |
| 2038 | 33 | MLB CTX | SEA | 72% | 343 | 308 | 72 | 12 | 2 | 8 | 24 | 73 | 8 | 1 | 1 | 234 | 306 | 363 | 670 | 130 | 278 | 21 | 7 | 301 | 92 | -3 | -0 | -4 | +4 | +7 | 0.3 |
| 2039 | 34 | MLB CTX | SEA | 68% | 283 | 255 | 57 | 9 | 1 | 6 | 20 | 63 | 6 | 1 | 0 | 226 | 297 | 346 | 643 | 120 | 272 | 22 | 7 | 290 | 84 | -5 | +0 | -4 | +3 | +6 | -0.0 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 4835 | 4315 | 1080 | 180 | 29 | 139 | 358 | 948 | 126 | 83 | 21 | 250 | 326 | 402 | 728 | 152 | 289 | 20 | 7 | 325 | 105 | +47 | +8 | -31 | +58 | +105 | 19.0 | |
| / 162G | — | A+C | — | 650 | 580 | 145 | 24 | 4 | 19 | 48 | 127 | 17 | 11 | 3 | 250 | 326 | 403 | 729 | 153 | 288 | 20 | 7 | 325 | 105 | +6 | +1 | -4 | +8 | +14 | 2.6 | |
| Career | — | MLE | — | 9103 | 8038 | 1985 | 345 | 56 | 255 | 691 | 1903 | 292 | 178 | 51 | 247 | 329 | 399 | 728 | 152 | 291 | 21 | 8 | 323 | 105 | +65 | +13 | -44 | +80 | +151 | 27.0 | |
| / 162G | — | MLE | — | 650 | 574 | 142 | 25 | 4 | 18 | 49 | 136 | 21 | 13 | 4 | 247 | 329 | 399 | 728 | 152 | 292 | 21 | 8 | 323 | 105 | +6 | +1 | -4 | +7 | +14 | 2.5 | |
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 AAArkansas Travelers · 297 PAwOBA .357 → .308 (−49)K% 16.5% → 20.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.50% | ÷1.000 | ×1.220 | — | — | 20.13% |
| BB% (unintentional) /PA | 7.74% | ÷1.000 | ×0.700 | — | ×1.042 | 5.65% |
| HBP% /PA | 3.03% | — | ×0.870 | — | ×1.042 | 2.75% |
| Singles /BIP | 24.53% | ÷1.000 | ×0.920 | ×0.958 | ×1.042 | 22.52% |
| Doubles /BIP | 5.66% | ÷1.000 | ×0.840 | ×0.958 | ×1.042 | 4.75% |
| Triples /BIP | 0.47% | ÷1.000 | ×0.940 | ×0.958 | ×1.042 | 0.44% |
| Home runs /BIP | 4.72% | ÷1.000 | ×0.800 | — | ×1.042 | 3.93% |
Factors used: league row TL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.958.
Result: wOBA .357 → .308; ISO .169 → .142; BABIP .317 → .284. 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).
2026 AAATacoma Rainiers · 235 PAwOBA .367 → .320 (−46)K% 16.2% → 19.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.17% | ÷1.000 | ×1.200 | — | — | 19.40% |
| BB% (unintentional) /PA | 8.09% | ÷1.000 | ×0.690 | — | ×1.050 | 5.86% |
| HBP% /PA | 3.40% | — | ×0.940 | — | ×1.050 | 3.36% |
| Singles /BIP | 20.12% | ÷1.000 | ×0.930 | ×0.964 | ×1.050 | 18.95% |
| Doubles /BIP | 6.71% | ÷1.000 | ×0.830 | ×0.964 | ×1.050 | 5.64% |
| Triples /BIP | 2.44% | ÷1.000 | ×0.970 | ×0.964 | ×1.050 | 2.40% |
| Home runs /BIP | 4.88% | ÷1.000 | ×0.700 | — | ×1.050 | 3.59% |
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 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 ×0.964.
Result: wOBA .367 → .320; ISO .213 → .176; BABIP .296 → .270. 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 A+Everett AquaSox · 306 PAwOBA .406 → .321 (−85)K% 21.2% → 30.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.24% | ÷0.957 | ×1.350 | — | — | 29.95% |
| BB% (unintentional) /PA | 12.75% | ÷0.999 | ×0.710 | — | ×1.027 | 9.30% |
| HBP% /PA | 8.17% | — | ×0.810 | — | ×1.027 | 6.80% |
| Singles /BIP | 20.34% | ÷1.001 | ×0.910 | ×0.963 | ×1.027 | 18.29% |
| Doubles /BIP | 7.91% | ÷0.955 | ×0.830 | ×0.963 | ×1.027 | 6.80% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.820 | ×0.963 | ×1.027 | 0.00% |
| Home runs /BIP | 8.47% | ÷1.036 | ×0.830 | — | ×1.027 | 6.97% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 107, 1B 100, 2B 91, 3B 130, K 91, BB 100 — applied at half strength. Age: age 21 vs a level average of 22.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.963.
Result: wOBA .406 → .321; ISO .244 → .189; BABIP .309 → .270. 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 AAArkansas Travelers · 250 PAwOBA .329 → .295 (−33)K% 15.6% → 17.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.60% | ÷1.061 | ×1.220 | — | — | 17.93% |
| BB% (unintentional) /PA | 12.00% | ÷0.950 | ×0.700 | — | ×1.050 | 9.29% |
| HBP% /PA | 4.40% | — | ×0.870 | — | ×1.050 | 4.02% |
| Singles /BIP | 23.67% | ÷0.998 | ×0.920 | ×0.950 | ×1.050 | 21.76% |
| Doubles /BIP | 5.92% | ÷0.914 | ×0.840 | ×0.950 | ×1.050 | 5.43% |
| Triples /BIP | 0.59% | ÷1.018 | ×0.940 | ×0.950 | ×1.050 | 0.55% |
| Home runs /BIP | 1.18% | ÷0.800 | ×0.800 | — | ×1.050 | 1.24% |
Factors used: league row TL. Park (home-season share, regressed): HR 60, 1B 100, 2B 83, 3B 104, K 112, BB 90 — 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 ×0.950.
Result: wOBA .329 → .295; ISO .087 → .085; BABIP .304 → .279. 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 AModesto Nuts · 302 PAwOBA .394 → .325 (−69)K% 20.2% → 27.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.20% | ÷0.993 | ×1.360 | — | — | 27.66% |
| BB% (unintentional) /PA | 12.91% | ÷1.010 | ×0.690 | — | ×1.030 | 9.09% |
| HBP% /PA | 4.97% | — | ×0.780 | — | ×1.030 | 3.99% |
| Singles /BIP | 22.40% | ÷0.970 | ×0.920 | ×0.961 | ×1.030 | 21.03% |
| Doubles /BIP | 6.01% | ÷1.076 | ×0.830 | ×0.961 | ×1.030 | 4.59% |
| Triples /BIP | 2.73% | ÷1.150 | ×0.910 | ×0.961 | ×1.030 | 2.14% |
| Home runs /BIP | 6.01% | ÷0.897 | ×0.800 | — | ×1.030 | 5.52% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 79, 1B 94, 2B 115, 3B 130, K 99, BB 102 — applied at half strength. Age: age 20 vs a level average of 22.0 → +3.0% on BB/HBP/hit rates (2.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.961.
Result: wOBA .394 → .325; ISO .221 → .187; BABIP .324 → .287. 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+Everett AquaSox · 290 PAwOBA .396 → .308 (−88)K% 25.9% → 34.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.86% | ÷1.003 | ×1.350 | — | — | 34.82% |
| BB% (unintentional) /PA | 11.72% | ÷1.082 | ×0.710 | — | ×1.042 | 8.02% |
| HBP% /PA | 3.79% | — | ×0.810 | — | ×1.042 | 3.20% |
| Singles /BIP | 24.70% | ÷0.992 | ×0.910 | ×0.977 | ×1.042 | 23.05% |
| Doubles /BIP | 9.04% | ÷1.040 | ×0.830 | ×0.977 | ×1.042 | 7.34% |
| Triples /BIP | 1.20% | ÷0.904 | ×0.820 | ×0.977 | ×1.042 | 1.11% |
| Home runs /BIP | 7.23% | ÷1.175 | ×0.830 | — | ×1.042 | 5.32% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 135, 1B 98, 2B 108, 3B 81, K 101, BB 116 — 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 ×0.977.
Result: wOBA .396 → .308; ISO .228 → .166; BABIP .367 → .324. 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 AModesto Nuts · 265 PAwOBA .348 → .288 (−60)K% 20.0% → 26.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.00% | ÷1.026 | ×1.360 | — | — | 26.51% |
| BB% (unintentional) /PA | 13.58% | ÷1.013 | ×0.690 | — | ×1.045 | 9.67% |
| HBP% /PA | 6.79% | — | ×0.780 | — | ×1.045 | 5.54% |
| Singles /BIP | 17.31% | ÷0.974 | ×0.920 | ×0.982 | ×1.045 | 16.79% |
| Doubles /BIP | 10.90% | ÷1.050 | ×0.830 | ×0.982 | ×1.045 | 8.84% |
| Triples /BIP | 1.92% | ÷1.150 | ×0.910 | ×0.982 | ×1.045 | 1.56% |
| Home runs /BIP | 1.28% | ÷0.883 | ×0.800 | — | ×1.045 | 1.21% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 77, 1B 95, 2B 110, 3B 130, K 105, BB 103 — 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 ×0.982.
Result: wOBA .348 → .288; ISO .139 → .115; BABIP .301 → .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).
2022 DSLDSL Mariners · 199 PAwOBA .418 → .279 (−139)K% 16.6% → 20.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.58% | ÷0.977 | ×1.220 | — | — | 20.71% |
| BB% (unintentional) /PA | 13.57% | ÷1.055 | ×0.700 | — | ×1.008 | 9.07% |
| HBP% /PA | 8.04% | — | ×0.700 | — | ×1.008 | 5.67% |
| Singles /BIP | 26.67% | ÷0.991 | ×0.680 | ×0.964 | ×1.008 | 17.77% |
| Doubles /BIP | 8.33% | ÷0.953 | ×0.600 | ×0.964 | ×1.008 | 5.09% |
| Triples /BIP | 1.67% | ÷1.105 | ×0.600 | ×0.964 | ×1.008 | 0.88% |
| Home runs /BIP | 3.33% | ÷1.015 | ×0.470 | — | ×1.008 | 1.56% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 103, 1B 98, 2B 91, 3B 121, K 95, BB 111 — applied at half strength. Age: age 18 vs a level average of 18.5 → +0.8% on BB/HBP/hit rates (0.5 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.964.
Result: wOBA .418 → .279; ISO .170 → .097; BABIP .370 → .236. 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).