Ruben Ibarra
1B Chattanooga Lookouts| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 25 | AA/A+CIN | 441 | .238/.330/.398 | 14 | 1 | 54 | — | .188/.259/.298 |
| 2025 | 26 | AACIN | 400 | .232/.350/.470 | 21 | 0 | 77 | — | .192/.280/.367 |
| 2026 | 27 | AA/INTL2 orgs | 506 | .246/.343/.487 | 28 | 1 | 86 | — | .197/.272/.380 |
| 2027PROJMLE | 28 | MLBCIN | 3 | .211/.284/.392 | 0 | 0 | 85 | -0.0 | |
| 2028PROJ23% MLB | 29 | MLBCIN | 36 | .210/.282/.386 | 1 | 0 | 83 | -0.1 |
Tools · ContractCON 40 / POW 60
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) | |||||||||||||||||||||||||||||||
| 2021 | 22 | A | Daytona Tortugas | — | 106 | 82 | 16 | 3 | 0 | 1 | 16 | 29 | 6 | 0 | 0 | 195 | 365 | 268 | 634 | 73 | 278 | 27 | 15 | 305 | 48 | — | — | — | — | — | — |
| 2022 | 23 | A+ | Dayton Dragons | — | 94 | 85 | 16 | 3 | 0 | 4 | 7 | 21 | 2 | 1 | 0 | 188 | 266 | 365 | 631 | 176 | 200 | 22 | 7 | 284 | 28 | — | — | — | — | — | — |
| 2022 | 23 | A | Daytona Tortugas | — | 164 | 140 | 40 | 7 | 0 | 7 | 17 | 42 | 5 | 2 | 1 | 286 | 383 | 486 | 868 | 200 | 355 | 26 | 10 | 382 | 90 | — | — | — | — | — | — |
| 2023 | 24 | A+ | Dayton Dragons | — | 402 | 340 | 81 | 13 | 1 | 18 | 47 | 98 | 11 | 1 | 0 | 238 | 349 | 441 | 790 | 203 | 276 | 24 | 12 | 351 | 74 | — | — | — | — | — | — |
| 2024 | 25 | AA | Chattanooga Lookouts | — | 326 | 288 | 67 | 17 | 0 | 12 | 29 | 82 | 6 | 0 | 1 | 233 | 315 | 417 | 731 | 184 | 281 | 25 | 9 | 325 | 53 | — | — | — | — | — | — |
| 2024 | 25 | A+ | Dayton Dragons | — | 115 | 94 | 24 | 2 | 0 | 2 | 17 | 30 | 1 | 1 | 0 | 255 | 372 | 340 | 712 | 85 | 344 | 26 | 15 | 325 | 56 | — | — | — | — | — | — |
| 2025 | 26 | AA | Chattanooga Lookouts | — | 400 | 336 | 78 | 17 | 0 | 21 | 47 | 103 | 14 | 0 | 0 | 232 | 350 | 470 | 820 | 238 | 265 | 26 | 12 | 362 | 77 | — | — | — | — | — | — |
| 2026 | 27 | AA | Chattanooga Lookouts | — | 468 | 400 | 95 | 19 | 0 | 25 | 53 | 118 | 9 | 1 | 0 | 237 | 338 | 472 | 811 | 235 | 268 | 25 | 11 | 355 | 77 | — | — | — | — | — | — |
| 2026 | 27 | INTL | Naranjeros de Hermosillo | — | 38 | 35 | 12 | 2 | 0 | 3 | 2 | 7 | 1 | 0 | 0 | 343 | 395 | 657 | 1.052 | 314 | 360 | 18 | 5 | 455 | 194 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 22 | A MLE | Daytona Tortugas | — | 106 | 87 | 14 | 2 | 0 | 1 | 11 | 38 | 6 | 0 | 0 | 161 | 298 | 218 | 516 | 57 | 243 | 36 | 10 | 239 | 48 | — | — | — | — | — | — |
| 2022 | 23 | A+ MLE | Dayton Dragons | — | 94 | 87 | 13 | 2 | 0 | 3 | 5 | 25 | 2 | 1 | 0 | 149 | 213 | 276 | 489 | 126 | 163 | 27 | 5 | 209 | 28 | — | — | — | — | — | — |
| 2022 | 23 | A MLE | Daytona Tortugas | — | 164 | 147 | 33 | 5 | 0 | 6 | 10 | 56 | 5 | 2 | 1 | 224 | 296 | 381 | 677 | 156 | 306 | 34 | 6 | 301 | 90 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Dayton Dragons | — | 402 | 355 | 70 | 10 | 1 | 14 | 32 | 127 | 11 | 1 | 0 | 197 | 284 | 349 | 633 | 152 | 248 | 32 | 8 | 277 | 74 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | Chattanooga Lookouts | — | 326 | 298 | 55 | 12 | 0 | 9 | 20 | 99 | 6 | 0 | 1 | 185 | 250 | 315 | 565 | 131 | 236 | 30 | 6 | 246 | 53 | — | — | — | — | — | — |
| 2024 | 25 | A+ MLE | Dayton Dragons | — | 115 | 101 | 20 | 2 | 0 | 1 | 11 | 38 | 1 | 1 | 0 | 198 | 283 | 248 | 531 | 50 | 288 | 33 | 10 | 251 | 56 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Chattanooga Lookouts | — | 400 | 354 | 68 | 14 | 0 | 16 | 29 | 124 | 14 | 0 | 0 | 192 | 280 | 367 | 647 | 175 | 233 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 27 | AA MLE | Chattanooga Lookouts | — | 468 | 421 | 83 | 17 | 0 | 20 | 34 | 144 | 9 | 1 | 0 | 197 | 272 | 380 | 652 | 183 | 238 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | Daytona Tortugas | — | 106 | 87 | 14 | 2 | 0 | 1 | 11 | 38 | 6 | 0 | 0 | 161 | 298 | 218 | 516 | 57 | 260 | 36 | 10 | 239 | 48 | — | — | — | — | — | — |
| 2021 | 22 | A RAW | Daytona Tortugas | — | 106 | 82 | 16 | 3 | 0 | 1 | 16 | 29 | 6 | 0 | 0 | 195 | 365 | 268 | 634 | 73 | 278 | 27 | 15 | 305 | 48 | — | — | — | — | — | — |
| 2022 | 23 | A MLE | 2 teams | — | 258 | 233 | 46 | 7 | 0 | 9 | 16 | 81 | 7 | 3 | 1 | 197 | 270 | 343 | 613 | 146 | 255 | 31 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2022 | 23 | A RAW | 2 teams | — | 258 | 225 | 56 | 10 | 0 | 11 | 24 | 63 | 7 | 3 | 1 | 249 | 340 | 440 | 780 | 191 | 294 | 24 | 9 | 346 | 67 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Dayton Dragons | — | 402 | 355 | 70 | 10 | 1 | 14 | 32 | 127 | 11 | 1 | 0 | 197 | 284 | 349 | 633 | 152 | 257 | 32 | 8 | 277 | 74 | — | — | — | — | — | — |
| 2023 | 24 | A+ RAW | Dayton Dragons | — | 402 | 340 | 81 | 13 | 1 | 18 | 47 | 98 | 11 | 1 | 0 | 238 | 349 | 441 | 790 | 203 | 276 | 24 | 12 | 351 | 74 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | 2 teams | — | 441 | 399 | 75 | 13 | 0 | 10 | 31 | 137 | 7 | 1 | 1 | 188 | 259 | 296 | 554 | 108 | 254 | 31 | 7 | 247 | 54 | — | — | — | — | — | — |
| 2024 | 25 | AA RAW | 2 teams | — | 441 | 382 | 91 | 19 | 0 | 14 | 46 | 112 | 7 | 1 | 1 | 238 | 330 | 398 | 727 | 160 | 296 | 25 | 10 | 325 | 54 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Chattanooga Lookouts | — | 400 | 354 | 68 | 14 | 0 | 16 | 29 | 124 | 14 | 0 | 0 | 192 | 280 | 367 | 647 | 175 | 240 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2025 | 26 | AA RAW | Chattanooga Lookouts | — | 400 | 336 | 78 | 17 | 0 | 21 | 47 | 103 | 14 | 0 | 0 | 232 | 350 | 470 | 820 | 238 | 265 | 26 | 12 | 362 | 77 | — | — | — | — | — | — |
| 2026 | 27 | AA MLE | 2 teams | — | 506 | 456 | 90 | 19 | 0 | 21 | 36 | 156 | 10 | 1 | 0 | 197 | 271 | 377 | 648 | 180 | 244 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 27 | AA RAW | 2 teams | — | 506 | 435 | 107 | 21 | 0 | 28 | 55 | 125 | 10 | 1 | 0 | 246 | 343 | 487 | 830 | 241 | 276 | 25 | 11 | 363 | 77 | — | — | — | — | — | — |
| 2021 | 22 | A MLE | Daytona Tortugas | — | 106 | 88 | 14 | 2 | 0 | 1 | 11 | 38 | 6 | 0 | 0 | 159 | 298 | 216 | 514 | 57 | 243 | 36 | 10 | 239 | 48 | — | — | — | — | — | — |
| 2022 | 23 | A MLE | 2 teams | — | 258 | 233 | 46 | 7 | 0 | 9 | 16 | 81 | 7 | 3 | 1 | 197 | 270 | 343 | 613 | 146 | 254 | 31 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2023 | 24 | A+ MLE | Dayton Dragons | — | 402 | 356 | 70 | 10 | 1 | 14 | 32 | 127 | 11 | 1 | 0 | 197 | 284 | 348 | 632 | 152 | 248 | 32 | 8 | 277 | 74 | — | — | — | — | — | — |
| 2024 | 25 | AA MLE | 2 teams | — | 441 | 400 | 75 | 13 | 0 | 10 | 31 | 137 | 7 | 1 | 1 | 188 | 259 | 295 | 554 | 107 | 250 | 31 | 7 | 247 | 54 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Chattanooga Lookouts | — | 400 | 354 | 68 | 14 | 0 | 16 | 29 | 124 | 14 | 0 | 0 | 192 | 280 | 367 | 647 | 175 | 233 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 27 | AA MLE | 2 teams | — | 506 | 455 | 90 | 19 | 0 | 21 | 36 | 156 | 10 | 1 | 0 | 198 | 271 | 378 | 649 | 180 | 238 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 25 | AA MLE | 2 teams | — | 441 | 400 | 75 | 13 | 0 | 10 | 31 | 137 | 7 | 1 | 1 | 188 | 259 | 295 | 554 | 107 | 250 | 31 | 7 | 247 | 54 | — | — | — | — | — | — |
| 2025 | 26 | AA MLE | Chattanooga Lookouts | — | 400 | 354 | 68 | 14 | 0 | 16 | 29 | 124 | 14 | 0 | 0 | 192 | 280 | 367 | 647 | 175 | 233 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| 2026 | 27 | AA MLE | 2 teams | — | 506 | 455 | 90 | 19 | 0 | 21 | 36 | 156 | 10 | 1 | 0 | 198 | 271 | 378 | 649 | 180 | 238 | 31 | 7 | 282 | 77 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB MLE | CIN | 2% | 380 | 343 | 71 | 14 | 0 | 15 | 27 | 114 | 7 | 2 | 0 | 208 | 281 | 379 | 660 | 171 | 261 | 30 | 7 | 294 | 85 | -7 | +0 | +0 | -7 | +8 | -0.1 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 28 | MLB CTX | CIN | 2% | 3 | 3 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 211 | 284 | 392 | 676 | 181 | 262 | 33 | 0 | 300 | 85 | -0 | +0 | +0 | -0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 29 | MLB MLE | CIN | 23% | 160 | 144 | 30 | 6 | 0 | 6 | 12 | 48 | 3 | 1 | 0 | 207 | 279 | 374 | 653 | 167 | 260 | 30 | 8 | 291 | 83 | -3 | +0 | -1 | -3 | +3 | -0.4 |
| 2028 | 29 | MLB CTX | CIN | 23% | 36 | 32 | 6 | 1 | 0 | 1 | 3 | 11 | 1 | 0 | 0 | 210 | 282 | 386 | 668 | 176 | 261 | 31 | 8 | 297 | 83 | -1 | +0 | -0 | -1 | +1 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 36 | 32 | 6 | 1 | 0 | 1 | 3 | 11 | 1 | 0 | 0 | 188 | 278 | 312 | 590 | 125 | 250 | 31 | 8 | 297 | 71 | -1 | +0 | -0 | -1 | +1 | -0.1 | |
| / 162G | — | A+C | — | 650 | 578 | 108 | 18 | 0 | 18 | 54 | 199 | 18 | 0 | 0 | 187 | 277 | 311 | 588 | 125 | 249 | 31 | 8 | 297 | 71 | -13 | +0 | -6 | -12 | +14 | -1.7 | |
| Career | — | MLE | — | 2428 | 2168 | 422 | 77 | 1 | 83 | 178 | 757 | 61 | 8 | 2 | 195 | 275 | 346 | 621 | 151 | 251 | 31 | 7 | 273 | 71 | -6 | +0 | -1 | -6 | +7 | -0.6 | |
| / 162G | — | MLE | — | 650 | 580 | 113 | 21 | 0 | 22 | 48 | 203 | 16 | 2 | 1 | 195 | 275 | 345 | 620 | 150 | 252 | 31 | 7 | 273 | 71 | -12 | +1 | -3 | -12 | +14 | -1.2 | |
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 AAChattanooga Lookouts · 468 PAwOBA .347 → .282 (−65)K% 25.2% → 30.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.21% | ÷1.000 | ×1.220 | — | — | 30.76% |
| BB% (unintentional) /PA | 10.90% | ÷1.000 | ×0.680 | — | ×0.978 | 7.25% |
| HBP% /PA | 1.92% | — | ×0.840 | — | ×0.978 | 1.58% |
| Singles /BIP | 18.09% | ÷1.000 | ×0.920 | ×1.010 | ×0.978 | 16.43% |
| Doubles /BIP | 6.74% | ÷1.000 | ×0.910 | ×1.010 | ×0.978 | 6.06% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.880 | ×1.010 | ×0.978 | 0.00% |
| Home runs /BIP | 8.87% | ÷1.000 | ×0.800 | — | ×0.978 | 6.94% |
Factors used: league row SL. Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.010.
Result: wOBA .347 → .282; ISO .235 → .190; BABIP .268 → .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).
2025 AAChattanooga Lookouts · 400 PAwOBA .355 → .282 (−73)K% 25.8% → 31.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.75% | ÷1.010 | ×1.220 | — | — | 31.11% |
| BB% (unintentional) /PA | 11.75% | ÷1.087 | ×0.680 | — | ×0.988 | 7.26% |
| HBP% /PA | 3.50% | — | ×0.840 | — | ×0.988 | 2.90% |
| Singles /BIP | 17.17% | ÷0.963 | ×0.920 | ×0.991 | ×0.988 | 16.04% |
| Doubles /BIP | 7.30% | ÷1.092 | ×0.910 | ×0.991 | ×0.988 | 5.95% |
| Triples /BIP | 0.00% | ÷1.001 | ×0.880 | ×0.991 | ×0.988 | 0.00% |
| Home runs /BIP | 9.01% | ÷1.021 | ×0.800 | — | ×0.988 | 6.98% |
Factors used: league row SL. Park (home-season share, regressed): HR 104, 1B 93, 2B 118, 3B 100, K 102, BB 117 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.991.
Result: wOBA .355 → .282; ISO .238 → .188; BABIP .265 → .233. 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 AAChattanooga Lookouts · 326 PAwOBA .317 → .246 (−71)K% 25.2% → 30.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.15% | ÷1.005 | ×1.220 | — | — | 30.53% |
| BB% (unintentional) /PA | 8.59% | ÷0.970 | ×0.680 | — | ×0.998 | 6.01% |
| HBP% /PA | 1.84% | — | ×0.840 | — | ×0.998 | 1.54% |
| Singles /BIP | 18.45% | ÷0.964 | ×0.920 | ×0.966 | ×0.998 | 16.97% |
| Doubles /BIP | 8.25% | ÷1.236 | ×0.910 | ×0.966 | ×0.998 | 5.86% |
| Triples /BIP | 0.00% | ÷1.001 | ×0.880 | ×0.966 | ×0.998 | 0.00% |
| Home runs /BIP | 5.83% | ÷1.089 | ×0.800 | — | ×0.998 | 4.27% |
Factors used: league row SL. Park (home-season share, regressed): HR 118, 1B 93, 2B 147, 3B 100, K 101, BB 94 — 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 ×0.966.
Result: wOBA .317 → .246; ISO .184 → .131; BABIP .281 → .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).
2024 A+Dayton Dragons · 115 PAwOBA .320 → .251 (−69)K% 26.1% → 32.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.09% | ÷1.006 | ×1.270 | — | — | 32.93% |
| BB% (unintentional) /PA | 13.91% | ÷0.976 | ×0.710 | — | ×0.978 | 9.90% |
| HBP% /PA | 0.87% | — | ×0.790 | — | ×0.978 | 0.67% |
| Singles /BIP | 31.25% | ÷1.023 | ×0.920 | ×0.967 | ×0.978 | 26.58% |
| Doubles /BIP | 3.12% | ÷0.941 | ×0.810 | ×0.967 | ×0.978 | 2.54% |
| Triples /BIP | 0.00% | ÷1.030 | ×0.850 | ×0.967 | ×0.978 | 0.00% |
| Home runs /BIP | 3.12% | ÷1.285 | ×0.800 | — | ×0.978 | 1.90% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 157, 1B 105, 2B 88, 3B 106, K 101, BB 95 — applied at half strength. Age: age 25 vs a level average of 22.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.967.
Result: wOBA .320 → .251; ISO .085 → .057; BABIP .344 → .288. 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+Dayton Dragons · 402 PAwOBA .344 → .277 (−67)K% 24.4% → 31.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 24.38% | ÷0.975 | ×1.270 | — | — | 31.75% |
| BB% (unintentional) /PA | 11.44% | ÷1.020 | ×0.710 | — | ×0.988 | 7.87% |
| HBP% /PA | 2.74% | — | ×0.790 | — | ×0.988 | 2.14% |
| Singles /BIP | 20.25% | ÷0.979 | ×0.920 | ×1.013 | ×0.988 | 19.05% |
| Doubles /BIP | 5.37% | ÷1.027 | ×0.810 | ×1.013 | ×0.988 | 4.24% |
| Triples /BIP | 0.41% | ÷0.916 | ×0.850 | ×1.013 | ×0.988 | 0.38% |
| Home runs /BIP | 7.44% | ÷0.951 | ×0.800 | — | ×0.988 | 6.18% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 90, 1B 96, 2B 105, 3B 83, K 95, BB 104 — applied at half strength. Age: age 24 vs a level average of 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.013.
Result: wOBA .344 → .277; ISO .203 → .162; BABIP .276 → .248. 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 ADaytona Tortugas · 164 PAwOBA .372 → .301 (−72)K% 25.6% → 34.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.61% | ÷1.021 | ×1.360 | — | — | 34.13% |
| BB% (unintentional) /PA | 9.15% | ÷0.986 | ×0.690 | — | ×0.990 | 6.34% |
| HBP% /PA | 3.05% | — | ×0.780 | — | ×0.990 | 2.35% |
| Singles /BIP | 26.53% | ÷1.016 | ×0.920 | ×0.993 | ×0.990 | 23.60% |
| Doubles /BIP | 7.14% | ÷1.028 | ×0.830 | ×0.993 | ×0.990 | 5.67% |
| Triples /BIP | 0.00% | ÷1.016 | ×0.910 | ×0.993 | ×0.990 | 0.00% |
| Home runs /BIP | 7.14% | ÷0.883 | ×0.800 | — | ×0.990 | 6.41% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 77, 1B 103, 2B 106, 3B 103, 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 ×0.993.
Result: wOBA .372 → .301; ISO .200 → .167; BABIP .355 → .306. 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 A+Dayton Dragons · 94 PAwOBA .276 → .209 (−67)K% 22.3% → 27.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.34% | ÷1.047 | ×1.270 | — | — | 27.09% |
| BB% (unintentional) /PA | 7.45% | ÷0.958 | ×0.710 | — | ×0.998 | 5.51% |
| HBP% /PA | 2.13% | — | ×0.790 | — | ×0.998 | 1.68% |
| Singles /BIP | 14.06% | ÷1.002 | ×0.920 | ×0.971 | ×0.998 | 12.51% |
| Doubles /BIP | 4.69% | ÷1.217 | ×0.810 | ×0.971 | ×0.998 | 3.02% |
| Triples /BIP | 0.00% | ÷1.028 | ×0.850 | ×0.971 | ×0.998 | 0.00% |
| Home runs /BIP | 6.25% | ÷1.058 | ×0.800 | — | ×0.998 | 4.72% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 112, 1B 100, 2B 143, 3B 106, K 109, BB 92 — 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 ×0.971.
Result: wOBA .276 → .209; ISO .176 → .125; BABIP .200 → .163. 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 ADaytona Tortugas · 106 PAwOBA .305 → .239 (−65)K% 27.4% → 35.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.36% | ÷1.038 | ×1.360 | — | — | 35.84% |
| BB% (unintentional) /PA | 15.09% | ÷1.009 | ×0.690 | — | — | 10.32% |
| HBP% /PA | 5.66% | — | ×0.780 | — | — | 4.42% |
| Singles /BIP | 22.64% | ÷1.003 | ×0.920 | ×0.976 | — | 20.26% |
| Doubles /BIP | 5.66% | ÷1.003 | ×0.830 | ×0.976 | — | 4.57% |
| Triples /BIP | 0.00% | ÷0.944 | ×0.910 | ×0.976 | — | 0.00% |
| Home runs /BIP | 1.89% | ÷0.969 | ×0.800 | — | — | 1.56% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 94, 1B 101, 2B 101, 3B 89, K 108, BB 102 — 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 ×0.976.
Result: wOBA .305 → .239; ISO .073 → .059; BABIP .278 → .243. 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 — .