Kristian Robinson
RF Reno Aces| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 23 | AA/INTL2 orgs | 498 | .231/.349/.367 | 12 | 19 | 68 | — | .178/.271/.270 |
| 2025 | 24 | AAA/AAARI | 512 | .254/.375/.447 | 17 | 34 | 79 | — | .208/.302/.343 |
| 2026 | 25 | AAAARI | 501 | .268/.376/.442 | 15 | 22 | 91 | — | .240/.321/.373 |
| 2027PROJ10% MLB | 26 | MLBARI | 16 | .224/.309/.355 | 0 | 1 | 84 | 0.0 | |
| 2028PROJ25% MLB | 27 | MLBARI | 56 | .224/.308/.355 | 1 | 2 | 84 | 0.0 | |
| 2029PROJ34% MLB | 28 | MLBARI | 87 | .223/.307/.353 | 2 | 3 | 83 | -0.0 |
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) | |||||||||||||||||||||||||||||||
| 2018 | 17 | ROK | Missoula Osprey | — | 256 | 222 | 62 | 12 | 0 | 7 | 27 | 67 | 4 | 12 | 8 | 279 | 368 | 428 | 796 | 149 | 364 | 26 | 11 | 354 | 49 | — | — | — | — | — | — |
| 2019 | 18 | A | Kane County Cougars | — | 102 | 92 | 20 | 3 | 1 | 5 | 8 | 30 | 2 | 3 | 2 | 217 | 294 | 435 | 729 | 217 | 263 | 29 | 8 | 322 | 53 | — | — | — | — | — | — |
| 2023 | 22 | AA | Amarillo Sod Poodles | — | 17 | 16 | 4 | 1 | 0 | 2 | 1 | 7 | 0 | 0 | 1 | 250 | 294 | 688 | 982 | 438 | 286 | 41 | 6 | 415 | 39 | — | — | — | — | — | — |
| 2023 | 22 | A+ | Hillsboro Hops | — | 39 | 34 | 9 | 0 | 0 | 2 | 4 | 13 | 1 | 2 | 3 | 265 | 359 | 441 | 800 | 176 | 368 | 33 | 10 | 360 | 63 | — | — | — | — | — | — |
| 2023 | 22 | A | Visalia Rawhide | — | 189 | 156 | 45 | 6 | 3 | 9 | 24 | 58 | 8 | 20 | 3 | 288 | 410 | 538 | 948 | 250 | 400 | 31 | 13 | 414 | 97 | — | — | — | — | — | — |
| 2023 | 22 | ROK | ACL D-backs Red | — | 27 | 27 | 8 | 1 | 1 | 1 | 0 | 8 | 0 | 1 | 0 | 296 | 296 | 519 | 815 | 222 | 389 | 30 | 0 | 352 | 26 | — | — | — | — | — | — |
| 2024 | 23 | AA | Amarillo Sod Poodles | — | 419 | 351 | 75 | 13 | 1 | 11 | 63 | 150 | 3 | 10 | 4 | 214 | 338 | 350 | 689 | 137 | 333 | 36 | 15 | 316 | 53 | — | — | — | — | — | — |
| 2024 | 23 | INTL | Salt River Rafters | — | 79 | 69 | 22 | 4 | 1 | 1 | 8 | 22 | 2 | 9 | 2 | 319 | 405 | 449 | 854 | 130 | 457 | 28 | 10 | 384 | 146 | — | — | — | — | — | — |
| 2025 | 24 | AAA | Reno Aces | — | 178 | 145 | 38 | 8 | 2 | 6 | 31 | 43 | 1 | 10 | 0 | 262 | 395 | 469 | 864 | 207 | 330 | 24 | 17 | 383 | 109 | — | — | — | — | — | — |
| 2025 | 24 | AA | Amarillo Sod Poodles | — | 334 | 280 | 70 | 13 | 3 | 11 | 46 | 101 | 4 | 24 | 8 | 250 | 364 | 436 | 799 | 186 | 343 | 30 | 14 | 354 | 63 | — | — | — | — | — | — |
| 2026 | 25 | AAA | Reno Aces | — | 501 | 421 | 113 | 18 | 5 | 15 | 67 | 145 | 6 | 22 | 5 | 268 | 376 | 442 | 818 | 173 | 370 | 29 | 13 | 362 | 91 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 17 | ROK MLE | Missoula Osprey | — | 256 | 232 | 45 | 8 | 0 | 5 | 17 | 97 | 4 | 12 | 8 | 194 | 261 | 293 | 554 | 99 | 287 | 38 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2019 | 18 | A MLE | Kane County Cougars | — | 102 | 95 | 16 | 2 | 1 | 4 | 5 | 41 | 2 | 3 | 2 | 168 | 225 | 337 | 562 | 168 | 243 | 40 | 5 | 247 | 53 | — | — | — | — | — | — |
| 2023 | 22 | AA MLE | Amarillo Sod Poodles | — | 17 | 16 | 3 | 1 | 0 | 1 | 1 | 9 | 0 | 0 | 1 | 188 | 235 | 438 | 673 | 250 | 219 | 53 | 6 | 226 | 39 | — | — | — | — | — | — |
| 2023 | 22 | A+ MLE | Hillsboro Hops | — | 39 | 35 | 6 | 0 | 0 | 1 | 3 | 18 | 1 | 2 | 3 | 171 | 256 | 257 | 514 | 86 | 337 | 46 | 8 | 262 | 63 | — | — | — | — | — | — |
| 2023 | 22 | A MLE | Visalia Rawhide | — | 189 | 164 | 36 | 5 | 3 | 6 | 16 | 77 | 8 | 20 | 3 | 220 | 319 | 396 | 715 | 177 | 354 | 41 | 8 | 312 | 97 | — | — | — | — | — | — |
| 2023 | 22 | ROK MLE | ACL D-backs Red | — | 27 | 27 | 5 | 1 | 0 | 1 | 0 | 11 | 0 | 1 | 0 | 185 | 185 | 333 | 519 | 148 | 283 | 41 | 0 | 207 | 26 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | Amarillo Sod Poodles | — | 419 | 370 | 66 | 11 | 1 | 7 | 44 | 180 | 3 | 10 | 4 | 178 | 271 | 270 | 541 | 92 | 316 | 43 | 11 | 247 | 53 | — | — | — | — | — | — |
| 2025 | 24 | AAA MLE | Reno Aces | — | 178 | 153 | 37 | 7 | 2 | 5 | 23 | 50 | 1 | 10 | 0 | 242 | 345 | 412 | 756 | 170 | 318 | 28 | 13 | 330 | 109 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | Amarillo Sod Poodles | — | 334 | 294 | 56 | 10 | 3 | 6 | 32 | 127 | 4 | 24 | 8 | 190 | 279 | 306 | 585 | 116 | 290 | 38 | 10 | 261 | 63 | — | — | — | — | — | — |
| 2026 | 25 | AAA MLE | Reno Aces | — | 501 | 442 | 106 | 16 | 5 | 11 | 47 | 174 | 6 | 22 | 5 | 240 | 321 | 373 | 695 | 133 | 354 | 35 | 9 | 303 | 91 | — | — | — | — | — | — |
| 2018 | 17 | ROK MLE | Missoula Osprey | — | 256 | 232 | 45 | 8 | 0 | 5 | 17 | 97 | 4 | 12 | 8 | 194 | 261 | 293 | 554 | 99 | 301 | 38 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2018 | 17 | ROK RAW | Missoula Osprey | — | 256 | 222 | 62 | 12 | 0 | 7 | 27 | 67 | 4 | 12 | 8 | 279 | 368 | 428 | 796 | 149 | 364 | 26 | 11 | 354 | 49 | — | — | — | — | — | — |
| 2019 | 18 | A MLE | Kane County Cougars | — | 102 | 95 | 16 | 2 | 1 | 4 | 5 | 41 | 2 | 3 | 2 | 168 | 225 | 337 | 562 | 168 | 240 | 40 | 5 | 247 | 53 | — | — | — | — | — | — |
| 2019 | 18 | A RAW | Kane County Cougars | — | 102 | 92 | 20 | 3 | 1 | 5 | 8 | 30 | 2 | 3 | 2 | 217 | 294 | 435 | 729 | 217 | 263 | 29 | 8 | 322 | 53 | — | — | — | — | — | — |
| 2023 | 22 | A MLE | 4 teams | — | 272 | 243 | 50 | 6 | 3 | 9 | 19 | 115 | 9 | 23 | 7 | 206 | 288 | 366 | 654 | 160 | 342 | 42 | 7 | 289 | 82 | — | — | — | — | — | — |
| 2023 | 22 | A RAW | 4 teams | — | 272 | 233 | 66 | 8 | 4 | 14 | 29 | 86 | 9 | 23 | 7 | 283 | 384 | 532 | 916 | 249 | 388 | 32 | 11 | 400 | 82 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | 2 teams | — | 498 | 439 | 78 | 13 | 1 | 8 | 52 | 214 | 5 | 19 | 6 | 178 | 272 | 267 | 539 | 89 | 320 | 43 | 10 | 247 | 53 | — | — | — | — | — | — |
| 2024 | 23 | AA RAW | 2 teams | — | 498 | 420 | 97 | 17 | 2 | 12 | 71 | 172 | 5 | 19 | 6 | 231 | 349 | 367 | 715 | 136 | 357 | 35 | 14 | 327 | 53 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | 2 teams | — | 512 | 447 | 92 | 16 | 5 | 11 | 55 | 177 | 5 | 34 | 8 | 206 | 300 | 338 | 638 | 132 | 307 | 35 | 11 | 285 | 79 | — | — | — | — | — | — |
| 2025 | 24 | AA RAW | 2 teams | — | 512 | 425 | 108 | 21 | 5 | 17 | 77 | 144 | 5 | 34 | 8 | 254 | 375 | 447 | 822 | 193 | 338 | 28 | 15 | 365 | 79 | — | — | — | — | — | — |
| 2026 | 25 | AAA MLE | Reno Aces | — | 501 | 442 | 106 | 16 | 5 | 11 | 47 | 174 | 6 | 22 | 5 | 240 | 321 | 373 | 695 | 133 | 364 | 35 | 9 | 303 | 91 | — | — | — | — | — | — |
| 2026 | 25 | AAA RAW | Reno Aces | — | 501 | 421 | 113 | 18 | 5 | 15 | 67 | 145 | 6 | 22 | 5 | 268 | 376 | 442 | 818 | 173 | 370 | 29 | 13 | 362 | 91 | — | — | — | — | — | — |
| 2018 | 17 | ROK MLE | Missoula Osprey | — | 256 | 233 | 45 | 8 | 0 | 5 | 17 | 97 | 4 | 12 | 8 | 193 | 261 | 292 | 553 | 99 | 287 | 38 | 7 | 241 | 49 | — | — | — | — | — | — |
| 2019 | 18 | A MLE | Kane County Cougars | — | 102 | 94 | 16 | 2 | 1 | 4 | 5 | 41 | 2 | 3 | 2 | 170 | 225 | 340 | 566 | 170 | 243 | 40 | 5 | 247 | 53 | — | — | — | — | — | — |
| 2023 | 22 | A MLE | 4 teams | — | 272 | 242 | 50 | 6 | 3 | 9 | 19 | 115 | 9 | 23 | 7 | 207 | 288 | 368 | 656 | 161 | 336 | 42 | 7 | 289 | 82 | — | — | — | — | — | — |
| 2024 | 23 | AA MLE | 2 teams | — | 498 | 438 | 78 | 13 | 1 | 8 | 52 | 214 | 5 | 19 | 6 | 178 | 272 | 267 | 539 | 89 | 316 | 43 | 10 | 247 | 53 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | 2 teams | — | 512 | 447 | 92 | 16 | 5 | 11 | 55 | 177 | 5 | 34 | 8 | 206 | 300 | 338 | 638 | 132 | 300 | 35 | 11 | 285 | 79 | — | — | — | — | — | — |
| 2026 | 25 | AAA MLE | Reno Aces | — | 501 | 443 | 106 | 16 | 5 | 11 | 47 | 174 | 6 | 22 | 5 | 239 | 321 | 372 | 694 | 133 | 354 | 35 | 9 | 303 | 91 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 23 | AA MLE | 2 teams | — | 498 | 438 | 78 | 13 | 1 | 8 | 52 | 214 | 5 | 19 | 6 | 178 | 272 | 267 | 539 | 89 | 316 | 43 | 10 | 247 | 53 | — | — | — | — | — | — |
| 2025 | 24 | AA MLE | 2 teams | — | 512 | 447 | 92 | 16 | 5 | 11 | 55 | 177 | 5 | 34 | 8 | 206 | 300 | 338 | 638 | 132 | 300 | 35 | 11 | 285 | 79 | — | — | — | — | — | — |
| 2026 | 25 | AAA MLE | Reno Aces | — | 501 | 443 | 106 | 16 | 5 | 11 | 47 | 174 | 6 | 22 | 5 | 239 | 321 | 372 | 694 | 133 | 354 | 35 | 9 | 303 | 91 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB MLE | ARI | 10% | 380 | 335 | 73 | 12 | 3 | 8 | 38 | 131 | 4 | 14 | 3 | 218 | 303 | 344 | 647 | 127 | 325 | 34 | 10 | 293 | 84 | -7 | +2 | +2 | -4 | +8 | 0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 26 | MLB CTX | ARI | 10% | 16 | 14 | 3 | 1 | 0 | 0 | 2 | 5 | 0 | 1 | 0 | 224 | 309 | 355 | 664 | 132 | 337 | 31 | 12 | 299 | 84 | -0 | +0 | +0 | -0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 27 | MLB MLE | ARI | 25% | 225 | 199 | 43 | 7 | 2 | 5 | 22 | 76 | 2 | 8 | 2 | 218 | 303 | 344 | 647 | 127 | 322 | 34 | 10 | 293 | 84 | -4 | +1 | +1 | -2 | +5 | 0.0 |
| 2029 | 28 | MLB MLE | ARI | 34% | 253 | 224 | 48 | 8 | 2 | 5 | 25 | 85 | 2 | 8 | 2 | 217 | 301 | 342 | 644 | 125 | 319 | 34 | 10 | 291 | 83 | -5 | +1 | +0 | -3 | +5 | -0.1 |
| 2030 | 29 | MLB MLE | ARI | 38% | 263 | 234 | 50 | 9 | 2 | 5 | 25 | 87 | 2 | 7 | 2 | 216 | 299 | 339 | 638 | 123 | 315 | 33 | 10 | 289 | 82 | -6 | +1 | -0 | -3 | +6 | -0.3 |
| 2028 | 27 | MLB CTX | ARI | 25% | 56 | 49 | 11 | 2 | 1 | 1 | 6 | 19 | 1 | 2 | 0 | 224 | 308 | 355 | 664 | 132 | 334 | 34 | 11 | 299 | 84 | -1 | +0 | +0 | -1 | +1 | 0.0 |
| 2029 | 28 | MLB CTX | ARI | 34% | 87 | 77 | 17 | 3 | 1 | 2 | 9 | 29 | 1 | 3 | 1 | 223 | 307 | 353 | 660 | 130 | 330 | 33 | 10 | 298 | 83 | -2 | +0 | +0 | -1 | +2 | -0.0 |
| 2030 | 29 | MLB CTX | ARI | 38% | 101 | 89 | 20 | 4 | 1 | 2 | 10 | 34 | 1 | 3 | 1 | 222 | 304 | 349 | 654 | 128 | 326 | 34 | 10 | 295 | 82 | -2 | +0 | -0 | -1 | +2 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 244 | 215 | 48 | 9 | 3 | 5 | 25 | 82 | 3 | 8 | 2 | 223 | 313 | 363 | 676 | 140 | 333 | 34 | 10 | 297 | 75 | -5 | +1 | +0 | -3 | +5 | -0.1 | |
| / 162G | — | A+C | — | 650 | 573 | 128 | 24 | 8 | 13 | 67 | 218 | 8 | 21 | 5 | 223 | 314 | 361 | 675 | 138 | 333 | 34 | 10 | 297 | 75 | -13 | +2 | +1 | -7 | +14 | -0.3 | |
| Career | — | MLE | — | 3037 | 2693 | 557 | 90 | 22 | 66 | 282 | 1119 | 38 | 142 | 43 | 207 | 291 | 330 | 621 | 123 | 322 | 37 | 9 | 279 | 75 | -18 | +3 | +2 | -10 | +19 | -0.3 | |
| / 162G | — | MLE | — | 650 | 576 | 119 | 19 | 5 | 14 | 60 | 239 | 8 | 30 | 9 | 207 | 290 | 330 | 620 | 123 | 321 | 37 | 9 | 279 | 75 | -13 | +2 | +1 | -7 | +14 | -0.2 | |
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 AAAReno Aces · 501 PAwOBA .356 → .303 (−53)K% 28.9% → 34.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.94% | ÷1.000 | ×1.200 | — | — | 34.73% |
| BB% (unintentional) /PA | 13.37% | ÷1.000 | ×0.690 | — | ×1.018 | 9.39% |
| HBP% /PA | 1.20% | — | ×0.940 | — | ×1.018 | 1.15% |
| Singles /BIP | 27.17% | ÷1.000 | ×0.930 | ×1.047 | ×1.018 | 26.94% |
| Doubles /BIP | 6.52% | ÷1.000 | ×0.830 | ×1.047 | ×1.018 | 5.77% |
| Triples /BIP | 1.81% | ÷1.000 | ×0.970 | ×1.047 | ×1.018 | 1.87% |
| Home runs /BIP | 5.43% | ÷1.000 | ×0.700 | — | ×1.018 | 3.87% |
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 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 ×1.047.
Result: wOBA .356 → .303; ISO .173 → .138; BABIP .370 → .354. 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 AAAmarillo Sod Poodles · 334 PAwOBA .349 → .261 (−88)K% 30.2% → 38.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.24% | ÷0.972 | ×1.220 | — | — | 37.97% |
| BB% (unintentional) /PA | 13.47% | ÷0.994 | ×0.700 | — | ×0.998 | 9.47% |
| HBP% /PA | 1.20% | — | ×0.870 | — | ×0.998 | 1.04% |
| Singles /BIP | 24.02% | ÷1.041 | ×0.920 | ×1.015 | ×0.998 | 21.51% |
| Doubles /BIP | 7.26% | ÷1.119 | ×0.840 | ×1.015 | ×0.998 | 5.53% |
| Triples /BIP | 1.68% | ÷0.985 | ×0.940 | ×1.015 | ×0.998 | 1.62% |
| Home runs /BIP | 6.15% | ÷1.333 | ×0.800 | — | ×0.998 | 3.68% |
Factors used: league row TL. Park (home-season share, regressed): HR 167, 1B 108, 2B 124, 3B 97, K 94, BB 99 — 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 ×1.015.
Result: wOBA .349 → .261; ISO .186 → .122; BABIP .343 → .290. 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 AAAReno Aces · 178 PAwOBA .376 → .330 (−47)K% 24.2% → 28.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.16% | ÷1.025 | ×1.200 | — | — | 28.27% |
| BB% (unintentional) /PA | 17.42% | ÷0.964 | ×0.690 | — | ×1.033 | 12.88% |
| HBP% /PA | 0.56% | — | ×0.940 | — | ×1.033 | 0.55% |
| Singles /BIP | 21.57% | ÷0.994 | ×0.930 | ×1.043 | ×1.033 | 21.74% |
| Doubles /BIP | 7.84% | ÷1.069 | ×0.830 | ×1.043 | ×1.033 | 6.56% |
| Triples /BIP | 1.96% | ÷0.902 | ×0.970 | ×1.043 | ×1.033 | 2.27% |
| Home runs /BIP | 5.88% | ÷0.904 | ×0.700 | — | ×1.033 | 4.70% |
Factors used: league row International League. Park (home-season share, regressed): HR 81, 1B 99, 2B 114, 3B 80, K 105, BB 93 — 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 ×1.043.
Result: wOBA .376 → .330; ISO .207 → .180; BABIP .330 → .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).
2024 AAAmarillo Sod Poodles · 419 PAwOBA .310 → .247 (−63)K% 35.8% → 42.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 35.80% | ÷1.018 | ×1.220 | — | — | 42.91% |
| BB% (unintentional) /PA | 15.04% | ÷1.026 | ×0.700 | — | ×1.012 | 10.38% |
| HBP% /PA | 0.72% | — | ×0.870 | — | ×1.012 | 0.63% |
| Singles /BIP | 24.88% | ÷0.974 | ×0.920 | ×1.029 | ×1.012 | 24.48% |
| Doubles /BIP | 6.47% | ÷0.966 | ×0.840 | ×1.029 | ×1.012 | 5.86% |
| Triples /BIP | 0.50% | ÷0.987 | ×0.940 | ×1.029 | ×1.012 | 0.49% |
| Home runs /BIP | 5.47% | ÷1.229 | ×0.800 | — | ×1.012 | 3.61% |
Factors used: league row TL. Park (home-season share, regressed): HR 146, 1B 95, 2B 93, 3B 97, K 104, BB 105 — 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 ×1.029.
Result: wOBA .310 → .247; ISO .137 → .097; BABIP .333 → .316. 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 AVisalia Rawhide · 189 PAwOBA .404 → .312 (−93)K% 30.7% → 40.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.69% | ÷1.019 | ×1.360 | — | — | 40.95% |
| BB% (unintentional) /PA | 12.17% | ÷0.987 | ×0.690 | — | ×0.990 | 8.42% |
| HBP% /PA | 4.23% | — | ×0.780 | — | ×0.990 | 3.27% |
| Singles /BIP | 27.55% | ÷1.060 | ×0.920 | ×1.050 | ×0.990 | 24.85% |
| Doubles /BIP | 6.12% | ÷1.029 | ×0.830 | ×1.050 | ×0.990 | 5.13% |
| Triples /BIP | 3.06% | ÷0.900 | ×0.910 | ×1.050 | ×0.990 | 3.22% |
| Home runs /BIP | 9.18% | ÷1.003 | ×0.800 | — | ×0.990 | 7.25% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 101, 1B 112, 2B 106, 3B 80, K 104, BB 97 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .404 → .312; ISO .250 → .191; BABIP .400 → .354. 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+Hillsboro Hops · 39 PAwOBA .350 → .262 (−88)K% 33.3% → 45.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 33.33% | ÷0.987 | ×1.350 | — | — | 45.58% |
| BB% (unintentional) /PA | 10.26% | ÷1.038 | ×0.710 | — | ×0.998 | 7.00% |
| HBP% /PA | 2.56% | — | ×0.810 | — | ×0.998 | 2.07% |
| Singles /BIP | 33.33% | ÷0.980 | ×0.910 | — | ×0.998 | 30.89% |
| Doubles /BIP | 0.00% | ÷0.947 | ×0.830 | — | ×0.998 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.820 | — | ×0.998 | 0.00% |
| Home runs /BIP | 9.52% | ÷0.952 | ×0.830 | — | ×0.998 | 8.29% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 90, 1B 96, 2B 89, 3B 80, K 97, BB 108 — 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).
Result: wOBA .350 → .262; ISO .176 → .129; BABIP .368 → .337. 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 ROKACL D-backs Red · 27 PAwOBA .341 → .207 (−134)K% 29.6% → 42.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.63% | ÷1.005 | ×1.440 | — | — | 42.45% |
| BB% (unintentional) /PA | 0.00% | ÷1.023 | ×0.620 | — | ×0.965 | 0.00% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.965 | 0.00% |
| Singles /BIP | 26.32% | ÷1.033 | ×0.820 | — | ×0.965 | 20.15% |
| Doubles /BIP | 5.26% | ÷0.987 | ×0.720 | — | ×0.965 | 3.71% |
| Triples /BIP | 5.26% | ÷1.150 | ×0.720 | — | ×0.965 | 3.18% |
| Home runs /BIP | 5.26% | ÷0.918 | ×0.780 | — | ×0.965 | 4.32% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 84, 1B 107, 2B 97, 3B 130, K 101, BB 105 — applied at half strength. Age: age 23 vs a level average of 19.5 → −3.5% on BB/HBP/hit rates (3.5 yr older than average).
Result: wOBA .341 → .207; ISO .222 → .132; BABIP .389 → .283. 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 AAAmarillo Sod Poodles · 17 PAwOBA .401 → .226 (−175)K% 41.2% → 50.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 41.18% | ÷1.003 | ×1.220 | — | — | 50.10% |
| BB% (unintentional) /PA | 5.88% | ÷0.922 | ×0.700 | — | ×1.027 | 4.59% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.027 | 0.00% |
| Singles /BIP | 11.11% | ÷1.054 | ×0.920 | — | ×1.027 | 9.97% |
| Doubles /BIP | 11.11% | ÷1.008 | ×0.840 | — | ×1.027 | 9.51% |
| Triples /BIP | 0.00% | ÷1.124 | ×0.940 | — | ×1.027 | 0.00% |
| Home runs /BIP | 22.22% | ÷1.637 | ×0.800 | — | ×1.027 | 11.15% |
Factors used: league row TL. Park (home-season share, regressed): HR 227, 1B 111, 2B 102, 3B 125, K 101, BB 84 — applied at half strength. Age: age 23 vs a level average of 24.8 → +2.7% on BB/HBP/hit rates (1.8 yr younger than average).
Result: wOBA .401 → .226; ISO .438 → .207; BABIP .286 → .219. 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 — .