Esmil Valencia
CF Beloit Sky Carp| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 18 | ROKHOU | 160 | .289/.333/.376 | 2 | 16 | 47 | — | .219/.258/.265 |
| 2025 | 19 | AMIA | 442 | .279/.339/.394 | 8 | 64 | 66 | — | .235/.284/.328 |
| 2026 | 20 | A+/AMIA | 261 | .215/.273/.380 | 7 | 15 | 38 | — | .170/.219/.303 |
| 2027PROJMLE | 21 | MLBMIA | 1 | .206/.251/.307 | 0 | 0 | 61 | -0.0 | |
| 2028PROJ35% MLB | 22 | MLBMIA | 71 | .211/.259/.323 | 1 | 4 | 68 | -0.0 | |
| 2029PROJ49% MLB | 23 | MLBMIA | 144 | .215/.265/.334 | 3 | 7 | 73 | -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) | |||||||||||||||||||||||||||||||
| 2023 | 17 | ROK | DSL Astros Orange | — | 211 | 183 | 48 | 9 | 4 | 2 | 19 | 31 | 6 | 11 | 5 | 262 | 351 | 388 | 739 | 126 | 301 | 15 | 9 | 330 | 36 | — | — | — | — | — | — |
| 2024 | 18 | ROK | FCL Astros | — | 160 | 149 | 43 | 3 | 2 | 2 | 5 | 28 | 5 | 16 | 5 | 289 | 333 | 376 | 709 | 87 | 342 | 18 | 3 | 319 | 47 | — | — | — | — | — | — |
| 2025 | 19 | A | Jupiter Hammerheads | — | 442 | 398 | 111 | 14 | 4 | 8 | 30 | 99 | 7 | 64 | 19 | 279 | 339 | 394 | 734 | 116 | 347 | 22 | 7 | 326 | 66 | — | — | — | — | — | — |
| 2026 | 20 | A+ | Beloit Sky Carp | — | 200 | 182 | 38 | 12 | 1 | 6 | 10 | 47 | 4 | 8 | 4 | 209 | 265 | 385 | 650 | 176 | 241 | 24 | 5 | 283 | 38 | — | — | — | — | — | — |
| 2026 | 20 | A | Jupiter Hammerheads | — | 61 | 55 | 13 | 2 | 1 | 1 | 4 | 20 | 1 | 7 | 5 | 236 | 300 | 364 | 664 | 127 | 343 | 33 | 7 | 294 | 37 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 17 | ROK MLE | DSL Astros Orange | — | 211 | 188 | 33 | 6 | 3 | 1 | 14 | 37 | 6 | 11 | 5 | 176 | 255 | 255 | 510 | 80 | 202 | 18 | 7 | 222 | 36 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | FCL Astros | — | 160 | 151 | 33 | 2 | 1 | 1 | 3 | 40 | 5 | 16 | 5 | 219 | 258 | 265 | 523 | 46 | 287 | 25 | 2 | 237 | 47 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | Jupiter Hammerheads | — | 442 | 408 | 96 | 12 | 4 | 6 | 21 | 133 | 7 | 64 | 19 | 235 | 284 | 328 | 613 | 93 | 315 | 30 | 5 | 266 | 66 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | Beloit Sky Carp | — | 200 | 185 | 31 | 9 | 1 | 5 | 7 | 60 | 4 | 8 | 4 | 168 | 214 | 308 | 522 | 141 | 204 | 30 | 4 | 224 | 38 | — | — | — | — | — | — |
| 2026 | 20 | A MLE | Jupiter Hammerheads | — | 61 | 56 | 10 | 1 | 1 | 1 | 3 | 27 | 1 | 7 | 5 | 179 | 233 | 286 | 519 | 107 | 312 | 44 | 5 | 223 | 37 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | DSL Astros Orange | — | 211 | 188 | 33 | 6 | 3 | 1 | 14 | 37 | 6 | 11 | 5 | 176 | 255 | 255 | 510 | 80 | 209 | 18 | 7 | 222 | 36 | — | — | — | — | — | — |
| 2023 | 17 | ROK RAW | DSL Astros Orange | — | 211 | 183 | 48 | 9 | 4 | 2 | 19 | 31 | 6 | 11 | 5 | 262 | 351 | 388 | 739 | 126 | 301 | 15 | 9 | 330 | 36 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | FCL Astros | — | 160 | 151 | 33 | 2 | 1 | 1 | 3 | 40 | 5 | 16 | 5 | 219 | 258 | 265 | 523 | 46 | 288 | 25 | 2 | 237 | 47 | — | — | — | — | — | — |
| 2024 | 18 | ROK RAW | FCL Astros | — | 160 | 149 | 43 | 3 | 2 | 2 | 5 | 28 | 5 | 16 | 5 | 289 | 333 | 376 | 709 | 87 | 342 | 18 | 3 | 319 | 47 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | Jupiter Hammerheads | — | 442 | 408 | 96 | 12 | 4 | 6 | 21 | 133 | 7 | 64 | 19 | 235 | 284 | 328 | 613 | 93 | 327 | 30 | 5 | 266 | 66 | — | — | — | — | — | — |
| 2025 | 19 | A RAW | Jupiter Hammerheads | — | 442 | 398 | 111 | 14 | 4 | 8 | 30 | 99 | 7 | 64 | 19 | 279 | 339 | 394 | 734 | 116 | 347 | 22 | 7 | 326 | 66 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | 2 teams | — | 261 | 241 | 42 | 11 | 2 | 5 | 10 | 87 | 5 | 15 | 9 | 174 | 223 | 299 | 521 | 124 | 240 | 33 | 4 | 224 | 38 | — | — | — | — | — | — |
| 2026 | 20 | A+ RAW | 2 teams | — | 261 | 237 | 51 | 14 | 2 | 7 | 14 | 67 | 5 | 15 | 9 | 215 | 273 | 380 | 653 | 165 | 262 | 26 | 5 | 286 | 38 | — | — | — | — | — | — |
| 2023 | 17 | ROK MLE | DSL Astros Orange | — | 211 | 189 | 33 | 6 | 3 | 1 | 14 | 37 | 6 | 11 | 5 | 175 | 255 | 254 | 509 | 79 | 202 | 18 | 7 | 222 | 36 | — | — | — | — | — | — |
| 2024 | 18 | ROK MLE | FCL Astros | — | 160 | 151 | 33 | 2 | 1 | 1 | 3 | 40 | 5 | 16 | 5 | 219 | 258 | 265 | 523 | 46 | 287 | 25 | 2 | 237 | 47 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | Jupiter Hammerheads | — | 442 | 411 | 96 | 12 | 4 | 6 | 21 | 133 | 7 | 64 | 19 | 234 | 284 | 326 | 610 | 92 | 315 | 30 | 5 | 266 | 66 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | 2 teams | — | 261 | 244 | 42 | 11 | 2 | 5 | 10 | 87 | 5 | 15 | 9 | 172 | 223 | 295 | 518 | 123 | 229 | 33 | 4 | 224 | 38 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 18 | ROK MLE | FCL Astros | — | 160 | 151 | 33 | 2 | 1 | 1 | 3 | 40 | 5 | 16 | 5 | 219 | 258 | 265 | 523 | 46 | 287 | 25 | 2 | 237 | 47 | — | — | — | — | — | — |
| 2025 | 19 | A MLE | Jupiter Hammerheads | — | 442 | 411 | 96 | 12 | 4 | 6 | 21 | 133 | 7 | 64 | 19 | 234 | 284 | 326 | 610 | 92 | 315 | 30 | 5 | 266 | 66 | — | — | — | — | — | — |
| 2026 | 20 | A+ MLE | 2 teams | — | 261 | 244 | 42 | 11 | 2 | 5 | 10 | 87 | 5 | 15 | 9 | 172 | 223 | 295 | 518 | 123 | 229 | 33 | 4 | 224 | 38 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 21 | MLB MLE | MIA | 0% | 375 | 351 | 74 | 13 | 3 | 6 | 16 | 104 | 5 | 18 | 7 | 212 | 258 | 321 | 578 | 108 | 280 | 28 | 4 | 259 | 61 | -17 | +1 | +2 | +1 | +8 | -0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 21 | MLB CTX | MIA | 0% | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 206 | 251 | 307 | 558 | 101 | 271 | 0 | 0 | 250 | 61 | -0 | +0 | +0 | +0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 22 | MLB MLE | MIA | 35% | 204 | 190 | 40 | 7 | 1 | 4 | 9 | 55 | 3 | 10 | 4 | 218 | 266 | 338 | 603 | 120 | 281 | 27 | 4 | 269 | 68 | -8 | +0 | +1 | +1 | +4 | -0.1 |
| 2029 | 23 | MLB MLE | MIA | 49% | 296 | 275 | 61 | 11 | 2 | 7 | 15 | 78 | 4 | 15 | 5 | 222 | 271 | 349 | 620 | 127 | 282 | 26 | 5 | 276 | 73 | -9 | +1 | +1 | +1 | +6 | 0.0 |
| 2030 | 24 | MLB MLE | MIA | 53% | 368 | 341 | 78 | 14 | 3 | 9 | 19 | 95 | 5 | 19 | 7 | 225 | 276 | 356 | 632 | 131 | 283 | 26 | 5 | 281 | 77 | -10 | +1 | +2 | +1 | +8 | 0.2 |
| 2031 | 25 | MLB MLE | MIA | 55% | 406 | 376 | 85 | 15 | 3 | 10 | 22 | 104 | 5 | 21 | 7 | 226 | 279 | 360 | 639 | 134 | 284 | 26 | 5 | 285 | 79 | -10 | +1 | +2 | +1 | +9 | 0.3 |
| 2032 | 26 | MLB MLE | MIA | 56% | 428 | 395 | 90 | 16 | 3 | 11 | 24 | 109 | 6 | 21 | 8 | 227 | 281 | 363 | 644 | 135 | 284 | 25 | 6 | 286 | 80 | -10 | +1 | +2 | +2 | +9 | 0.4 |
| 2033 | 27 | MLB MLE | MIA | 55% | 437 | 403 | 91 | 16 | 3 | 11 | 25 | 112 | 6 | 21 | 8 | 226 | 280 | 360 | 640 | 134 | 284 | 26 | 6 | 285 | 79 | -11 | +1 | +2 | +2 | +9 | 0.3 |
| 2034 | 28 | MLB MLE | MIA | 55% | 436 | 403 | 90 | 16 | 3 | 10 | 24 | 113 | 6 | 19 | 7 | 224 | 278 | 356 | 634 | 131 | 283 | 26 | 6 | 283 | 77 | -12 | +1 | +1 | +2 | +9 | 0.2 |
| 2035 | 29 | MLB MLE | MIA | 53% | 427 | 395 | 88 | 16 | 3 | 10 | 24 | 112 | 5 | 16 | 7 | 222 | 276 | 350 | 625 | 128 | 282 | 26 | 6 | 279 | 75 | -13 | +0 | +1 | +2 | +9 | -0.1 |
| 2036 | 30 | MLB MLE | MIA | 53% | 416 | 385 | 84 | 15 | 2 | 9 | 23 | 110 | 5 | 13 | 6 | 219 | 272 | 343 | 615 | 123 | 280 | 26 | 6 | 275 | 72 | -14 | +0 | -0 | +1 | +9 | -0.3 |
| 2028 | 22 | MLB CTX | MIA | 35% | 71 | 67 | 13 | 2 | 0 | 1 | 3 | 19 | 1 | 4 | 1 | 211 | 259 | 323 | 582 | 112 | 272 | 27 | 4 | 260 | 68 | -3 | +0 | +0 | +0 | +2 | -0.0 |
| 2029 | 23 | MLB CTX | MIA | 49% | 144 | 134 | 29 | 5 | 1 | 3 | 7 | 38 | 2 | 7 | 3 | 215 | 265 | 334 | 598 | 119 | 273 | 26 | 5 | 267 | 73 | -5 | +0 | +1 | +1 | +3 | -0.0 |
| 2030 | 24 | MLB CTX | MIA | 53% | 194 | 179 | 39 | 7 | 1 | 4 | 10 | 50 | 3 | 10 | 4 | 217 | 269 | 340 | 609 | 123 | 274 | 26 | 5 | 272 | 77 | -5 | +0 | +1 | +1 | +4 | 0.1 |
| 2031 | 25 | MLB CTX | MIA | 55% | 222 | 205 | 45 | 8 | 1 | 5 | 12 | 57 | 3 | 11 | 4 | 219 | 272 | 344 | 616 | 126 | 275 | 26 | 5 | 275 | 79 | -6 | +1 | +1 | +1 | +5 | 0.2 |
| 2032 | 26 | MLB CTX | MIA | 56% | 238 | 220 | 48 | 8 | 1 | 6 | 13 | 61 | 3 | 12 | 4 | 219 | 274 | 346 | 620 | 127 | 275 | 26 | 5 | 277 | 80 | -6 | +1 | +1 | +1 | +5 | 0.2 |
| 2033 | 27 | MLB CTX | MIA | 55% | 240 | 222 | 48 | 8 | 1 | 6 | 13 | 62 | 3 | 12 | 4 | 219 | 273 | 344 | 617 | 126 | 274 | 26 | 5 | 276 | 79 | -6 | +1 | +1 | +1 | +5 | 0.2 |
| 2034 | 28 | MLB CTX | MIA | 55% | 238 | 220 | 47 | 8 | 1 | 5 | 13 | 62 | 3 | 11 | 4 | 217 | 271 | 340 | 611 | 123 | 274 | 26 | 5 | 273 | 77 | -6 | +1 | +1 | +1 | +5 | 0.1 |
| 2035 | 29 | MLB CTX | MIA | 53% | 228 | 210 | 45 | 8 | 1 | 5 | 13 | 60 | 3 | 9 | 3 | 215 | 269 | 335 | 603 | 120 | 273 | 26 | 6 | 270 | 75 | -7 | +1 | +0 | +1 | +5 | -0.0 |
| 2036 | 30 | MLB CTX | MIA | 53% | 219 | 202 | 43 | 7 | 1 | 5 | 12 | 58 | 3 | 7 | 3 | 212 | 265 | 328 | 593 | 116 | 271 | 26 | 5 | 266 | 72 | -7 | +0 | -0 | +1 | +5 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1794 | 1659 | 357 | 61 | 8 | 40 | 96 | 467 | 24 | 83 | 30 | 215 | 268 | 334 | 602 | 119 | 273 | 26 | 5 | 272 | 70 | -50 | +5 | +6 | +6 | +39 | 0.6 | |
| / 162G | — | A+C | — | 650 | 601 | 129 | 22 | 3 | 14 | 35 | 169 | 9 | 30 | 11 | 215 | 269 | 331 | 600 | 116 | 273 | 26 | 5 | 272 | 70 | -18 | +2 | +2 | +2 | +14 | 0.2 | |
| Career | — | MLE | — | 4648 | 4297 | 943 | 163 | 34 | 97 | 240 | 1228 | 70 | 269 | 100 | 219 | 272 | 341 | 613 | 121 | 282 | 26 | 5 | 271 | 70 | -104 | +8 | +12 | +13 | +77 | 0.6 | |
| / 162G | — | MLE | — | 650 | 601 | 133 | 23 | 5 | 14 | 34 | 172 | 10 | 38 | 14 | 221 | 274 | 346 | 621 | 125 | 284 | 26 | 5 | 271 | 70 | -19 | +1 | +2 | +2 | +14 | 0.1 | |
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 A+Beloit Sky Carp · 200 PAwOBA .281 → .224 (−57)K% 23.5% → 29.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.50% | ÷1.000 | ×1.270 | — | — | 29.84% |
| BB% (unintentional) /PA | 5.00% | ÷1.000 | ×0.710 | — | ×1.027 | 3.65% |
| HBP% /PA | 2.00% | — | ×0.790 | — | ×1.027 | 1.62% |
| Singles /BIP | 14.07% | ÷1.000 | ×0.920 | ×0.950 | ×1.027 | 12.63% |
| Doubles /BIP | 8.89% | ÷1.000 | ×0.810 | ×0.950 | ×1.027 | 7.02% |
| Triples /BIP | 0.74% | ÷1.000 | ×0.850 | ×0.950 | ×1.027 | 0.61% |
| Home runs /BIP | 4.44% | ÷1.000 | ×0.800 | — | ×1.027 | 3.65% |
Factors used: league row Midwest League. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.950.
Result: wOBA .281 → .224; ISO .176 → .137; BABIP .241 → .204. 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 AJupiter Hammerheads · 61 PAwOBA .291 → .223 (−69)K% 32.8% → 44.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 32.79% | ÷1.000 | ×1.360 | — | — | 44.59% |
| BB% (unintentional) /PA | 6.56% | ÷1.000 | ×0.690 | — | ×1.015 | 4.59% |
| HBP% /PA | 1.64% | — | ×0.780 | — | ×1.015 | 1.30% |
| Singles /BIP | 25.71% | ÷1.000 | ×0.920 | — | ×1.015 | 24.01% |
| Doubles /BIP | 5.71% | ÷1.000 | ×0.830 | — | ×1.015 | 4.81% |
| Triples /BIP | 2.86% | ÷1.000 | ×0.910 | — | ×1.015 | 2.64% |
| Home runs /BIP | 2.86% | ÷1.000 | ×0.800 | — | ×1.015 | 2.32% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 21 vs a level average of 22.0 → +1.5% on BB/HBP/hit rates (1.0 yr younger than average).
Result: wOBA .291 → .223; ISO .127 → .094; BABIP .343 → .312. 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 AJupiter Hammerheads · 442 PAwOBA .322 → .266 (−56)K% 22.4% → 30.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.40% | ÷1.014 | ×1.360 | — | — | 30.03% |
| BB% (unintentional) /PA | 6.79% | ÷1.018 | ×0.690 | — | ×1.030 | 4.74% |
| HBP% /PA | 1.58% | — | ×0.780 | — | ×1.030 | 1.27% |
| Singles /BIP | 28.43% | ÷1.019 | ×0.920 | ×0.983 | ×1.030 | 26.00% |
| Doubles /BIP | 4.68% | ÷0.947 | ×0.830 | ×0.983 | ×1.030 | 4.16% |
| Triples /BIP | 1.34% | ÷0.900 | ×0.910 | ×0.983 | ×1.030 | 1.37% |
| Home runs /BIP | 2.68% | ÷1.035 | ×0.800 | — | ×1.030 | 2.13% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 107, 1B 104, 2B 89, 3B 80, K 103, BB 104 — 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 ×0.983.
Result: wOBA .322 → .266; ISO .116 → .094; BABIP .347 → .315. 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 ROKFCL Astros · 160 PAwOBA .312 → .237 (−75)K% 17.5% → 25.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.50% | ÷1.006 | ×1.440 | — | — | 25.05% |
| BB% (unintentional) /PA | 3.12% | ÷1.033 | ×0.620 | — | ×1.008 | 1.89% |
| HBP% /PA | 3.12% | — | ×0.720 | — | ×1.008 | 2.27% |
| Singles /BIP | 29.75% | ÷0.984 | ×0.820 | ×1.021 | ×1.008 | 25.51% |
| Doubles /BIP | 2.48% | ÷1.000 | ×0.720 | ×1.021 | ×1.008 | 1.84% |
| Triples /BIP | 1.65% | ÷0.936 | ×0.720 | ×1.021 | ×1.008 | 1.31% |
| Home runs /BIP | 1.65% | ÷1.111 | ×0.780 | — | ×1.008 | 1.17% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 122, 1B 97, 2B 100, 3B 87, K 101, BB 107 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.021.
Result: wOBA .312 → .237; ISO .087 → .061; BABIP .342 → .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).
2023 DSLDSL Astros Orange · 211 PAwOBA .327 → .222 (−104)K% 14.7% → 17.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.69% | ÷1.039 | ×1.220 | — | — | 17.25% |
| BB% (unintentional) /PA | 9.00% | ÷0.997 | ×0.700 | — | ×1.008 | 6.37% |
| HBP% /PA | 2.84% | — | ×0.700 | — | ×1.008 | 2.01% |
| Singles /BIP | 21.71% | ÷0.982 | ×0.680 | ×0.984 | ×1.008 | 14.90% |
| Doubles /BIP | 5.92% | ÷0.905 | ×0.600 | ×0.984 | ×1.008 | 3.89% |
| Triples /BIP | 2.63% | ÷0.900 | ×0.600 | ×0.984 | ×1.008 | 1.74% |
| Home runs /BIP | 1.32% | ÷1.330 | ×0.470 | — | ×1.008 | 0.47% |
Factors used: level-wide DSL factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 166, 1B 96, 2B 81, 3B 80, K 108, BB 99 — 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 ×0.984.
Result: wOBA .327 → .222; ISO .126 → .075; BABIP .301 → .202. 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).