Ryan Ward
1B Oklahoma City Comets| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 26 | AAAOklahoma City… | 520 | .258/.320/.543 | 33 | 11 | 88 | — | .217/.258/.434 |
| 2025 | 27 | AAALAD | 652 | .290/.382/.557 | 36 | 16 | 109 | — | .251/.311/.448 |
| 2026 | 28 | AAALAD | 475 | .249/.353/.430 | 18 | 8 | 75 | — | .214/.289/.346 |
| 2026 | 28 | MLBLAD | 60 | .218/.283/.455 | 3 | 0 | 108 | -0.8 | |
| 2027PROJ10% MLB | 29 | MLBLAD | 16 | .237/.300/.416 | 1 | 0 | 102 | 0.0 | |
| 2028PROJ26% MLB | 30 | MLBLAD | 160 | .234/.297/.407 | 6 | 2 | 98 | -0.0 | |
| 2029PROJ37% MLB | 31 | MLBLAD | 226 | .230/.293/.397 | 8 | 1 | 94 | -0.2 |
Tools · 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) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ | Great Lakes Loons | — | 495 | 439 | 122 | 21 | 3 | 27 | 47 | 118 | 5 | 8 | 6 | 278 | 354 | 524 | 878 | 246 | 320 | 24 | 9 | 381 | 92 | — | — | — | — | — | — |
| 2022 | 24 | AA | Tulsa Drillers | — | 506 | 459 | 117 | 18 | 2 | 28 | 39 | 116 | 5 | 5 | 1 | 255 | 319 | 486 | 805 | 231 | 281 | 23 | 8 | 352 | 77 | — | — | — | — | — | — |
| 2023 | 25 | AAA | Oklahoma City Dodgers | — | 615 | 538 | 126 | 27 | 6 | 21 | 68 | 157 | 5 | 12 | 5 | 234 | 325 | 424 | 749 | 190 | 289 | 26 | 11 | 332 | 68 | — | — | — | — | — | — |
| 2024 | 26 | AAA | Oklahoma City Baseball Club | — | 520 | 473 | 122 | 22 | 7 | 33 | 41 | 141 | 2 | 11 | 3 | 258 | 320 | 543 | 863 | 285 | 294 | 27 | 8 | 370 | 88 | — | — | — | — | — | — |
| 2025 | 27 | AAA | Oklahoma City Comets | — | 652 | 566 | 164 | 31 | 6 | 36 | 83 | 122 | 1 | 16 | 6 | 290 | 382 | 557 | 938 | 267 | 312 | 19 | 13 | 407 | 109 | — | — | — | — | — | — |
| 2026 | 28 | MLB | Los Angeles Dodgers | — | 60 | 55 | 12 | 4 | 0 | 3 | 5 | 17 | 0 | 0 | 0 | 218 | 283 | 455 | 738 | 236 | 257 | 28 | 8 | 323 | 108 | +1 | +0 | -0 | -10 | +1 | -0.8 |
| 2026 | 28 | AAA | Oklahoma City Comets | — | 475 | 405 | 101 | 15 | 2 | 18 | 62 | 83 | 3 | 8 | 2 | 249 | 353 | 430 | 783 | 180 | 269 | 17 | 13 | 348 | 75 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 60 | 55 | 12 | 4 | 0 | 3 | 5 | 17 | 0 | 0 | 0 | 218 | 283 | 455 | 738 | 236 | 257 | 28 | 8 | 323 | 105 | +0 | +0 | -0 | -10 | +1 | -0.8 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2021 | 23 | A+ MLE | Great Lakes Loons | — | 495 | 456 | 104 | 17 | 2 | 23 | 31 | 157 | 5 | 8 | 6 | 228 | 285 | 425 | 710 | 197 | 289 | 32 | 6 | 304 | 92 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Tulsa Drillers | — | 506 | 471 | 101 | 14 | 2 | 22 | 28 | 146 | 5 | 5 | 1 | 214 | 266 | 393 | 659 | 178 | 256 | 29 | 6 | 282 | 77 | — | — | — | — | — | — |
| 2023 | 25 | AAA MLE | Oklahoma City Dodgers | — | 615 | 558 | 112 | 24 | 5 | 15 | 49 | 188 | 5 | 12 | 5 | 201 | 271 | 342 | 614 | 142 | 267 | 31 | 8 | 268 | 68 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | Oklahoma City Baseball Club | — | 520 | 489 | 106 | 19 | 6 | 25 | 25 | 171 | 2 | 11 | 3 | 217 | 258 | 434 | 691 | 217 | 271 | 33 | 5 | 298 | 88 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | Oklahoma City Comets | — | 652 | 598 | 150 | 27 | 5 | 27 | 51 | 144 | 1 | 16 | 6 | 251 | 311 | 448 | 759 | 197 | 287 | 22 | 8 | 329 | 109 | — | — | — | — | — | — |
| 2026 | 28 | MLB MLE | Los Angeles Dodgers | — | 60 | 55 | 12 | 4 | 0 | 3 | 5 | 17 | 0 | 0 | 0 | 218 | 283 | 455 | 738 | 236 | 257 | 28 | 8 | 327 | 108 | +1 | +0 | -0 | -10 | +1 | -0.8 |
| 2026 | 28 | AAA MLE | Oklahoma City Comets | — | 475 | 425 | 91 | 13 | 2 | 13 | 42 | 100 | 3 | 8 | 2 | 214 | 289 | 346 | 635 | 132 | 240 | 21 | 9 | 279 | 75 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Great Lakes Loons | — | 495 | 456 | 104 | 17 | 2 | 23 | 31 | 157 | 5 | 8 | 6 | 228 | 285 | 425 | 710 | 197 | 290 | 32 | 6 | 304 | 92 | — | — | — | — | — | — |
| 2021 | 23 | A+ RAW | Great Lakes Loons | — | 495 | 439 | 122 | 21 | 3 | 27 | 47 | 118 | 5 | 8 | 6 | 278 | 354 | 524 | 878 | 246 | 320 | 24 | 9 | 381 | 92 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Tulsa Drillers | — | 506 | 471 | 101 | 14 | 2 | 22 | 28 | 146 | 5 | 5 | 1 | 214 | 266 | 393 | 659 | 178 | 259 | 29 | 6 | 282 | 77 | — | — | — | — | — | — |
| 2022 | 24 | AA RAW | Tulsa Drillers | — | 506 | 459 | 117 | 18 | 2 | 28 | 39 | 116 | 5 | 5 | 1 | 255 | 319 | 486 | 805 | 231 | 281 | 23 | 8 | 352 | 77 | — | — | — | — | — | — |
| 2023 | 25 | AAA MLE | Oklahoma City Dodgers | — | 615 | 558 | 112 | 24 | 5 | 15 | 49 | 188 | 5 | 12 | 5 | 201 | 271 | 342 | 614 | 142 | 271 | 31 | 8 | 268 | 68 | — | — | — | — | — | — |
| 2023 | 25 | AAA RAW | Oklahoma City Dodgers | — | 615 | 538 | 126 | 27 | 6 | 21 | 68 | 157 | 5 | 12 | 5 | 234 | 325 | 424 | 749 | 190 | 289 | 26 | 11 | 332 | 68 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | Oklahoma City Baseball Club | — | 520 | 489 | 106 | 19 | 6 | 25 | 25 | 171 | 2 | 11 | 3 | 217 | 258 | 434 | 691 | 217 | 273 | 33 | 5 | 298 | 88 | — | — | — | — | — | — |
| 2024 | 26 | AAA RAW | Oklahoma City Baseball Club | — | 520 | 473 | 122 | 22 | 7 | 33 | 41 | 141 | 2 | 11 | 3 | 258 | 320 | 543 | 863 | 285 | 294 | 27 | 8 | 370 | 88 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | Oklahoma City Comets | — | 652 | 598 | 150 | 27 | 5 | 27 | 51 | 144 | 1 | 16 | 6 | 251 | 311 | 448 | 759 | 197 | 287 | 22 | 8 | 329 | 109 | — | — | — | — | — | — |
| 2025 | 27 | AAA RAW | Oklahoma City Comets | — | 652 | 566 | 164 | 31 | 6 | 36 | 83 | 122 | 1 | 16 | 6 | 290 | 382 | 557 | 938 | 267 | 312 | 19 | 13 | 407 | 109 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 535 | 480 | 103 | 17 | 2 | 16 | 47 | 117 | 3 | 8 | 2 | 215 | 289 | 358 | 647 | 144 | 247 | 22 | 9 | 284 | 79 | — | — | — | — | — | — |
| 2026 | 28 | AAA RAW | 2 teams | — | 535 | 460 | 113 | 19 | 2 | 21 | 67 | 100 | 3 | 8 | 2 | 246 | 345 | 433 | 778 | 187 | 267 | 19 | 13 | 345 | 79 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Great Lakes Loons | — | 495 | 456 | 104 | 17 | 2 | 23 | 31 | 157 | 5 | 8 | 6 | 228 | 285 | 425 | 710 | 197 | 289 | 32 | 6 | 304 | 92 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Tulsa Drillers | — | 506 | 468 | 101 | 14 | 2 | 22 | 28 | 146 | 5 | 5 | 1 | 216 | 266 | 395 | 661 | 179 | 256 | 29 | 6 | 282 | 77 | — | — | — | — | — | — |
| 2023 | 25 | AAA MLE | Oklahoma City Dodgers | — | 615 | 556 | 112 | 24 | 5 | 15 | 49 | 188 | 5 | 12 | 5 | 201 | 271 | 344 | 615 | 142 | 267 | 31 | 8 | 268 | 68 | — | — | — | — | — | — |
| 2024 | 26 | AAA MLE | Oklahoma City Baseball Club | — | 520 | 488 | 106 | 19 | 6 | 25 | 25 | 171 | 2 | 11 | 3 | 217 | 258 | 434 | 692 | 217 | 271 | 33 | 5 | 298 | 88 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | Oklahoma City Comets | — | 652 | 595 | 150 | 27 | 5 | 27 | 51 | 144 | 1 | 16 | 6 | 252 | 311 | 450 | 761 | 198 | 287 | 22 | 8 | 329 | 109 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 535 | 480 | 103 | 17 | 2 | 16 | 47 | 117 | 3 | 8 | 2 | 215 | 289 | 358 | 647 | 144 | 242 | 22 | 9 | 284 | 79 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 26 | AAA MLE | Oklahoma City Baseball Club | — | 520 | 488 | 106 | 19 | 6 | 25 | 25 | 171 | 2 | 11 | 3 | 217 | 258 | 434 | 692 | 217 | 271 | 33 | 5 | 298 | 88 | — | — | — | — | — | — |
| 2025 | 27 | AAA MLE | Oklahoma City Comets | — | 652 | 595 | 150 | 27 | 5 | 27 | 51 | 144 | 1 | 16 | 6 | 252 | 311 | 450 | 761 | 198 | 287 | 22 | 8 | 329 | 109 | — | — | — | — | — | — |
| 2026 | 28 | AAA MLE | 2 teams | — | 535 | 480 | 103 | 17 | 2 | 16 | 47 | 117 | 3 | 8 | 2 | 215 | 289 | 358 | 647 | 144 | 242 | 22 | 9 | 284 | 79 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB MLE | LAD | 10% | 380 | 346 | 84 | 15 | 3 | 14 | 30 | 89 | 1 | 6 | 2 | 241 | 304 | 419 | 723 | 178 | 282 | 23 | 8 | 318 | 102 | +1 | +0 | -0 | -7 | +8 | 0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 29 | MLB CTX | LAD | 10% | 16 | 15 | 4 | 1 | 0 | 1 | 1 | 4 | 0 | 0 | 0 | 237 | 300 | 416 | 717 | 179 | 276 | 25 | 6 | 316 | 102 | +0 | +0 | -0 | -0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 30 | MLB MLE | LAD | 26% | 614 | 559 | 133 | 24 | 4 | 22 | 48 | 146 | 2 | 8 | 3 | 238 | 300 | 410 | 710 | 173 | 280 | 24 | 8 | 313 | 98 | -1 | +0 | -3 | -11 | +13 | -0.1 |
| 2029 | 31 | MLB MLE | LAD | 37% | 614 | 560 | 131 | 23 | 4 | 21 | 47 | 148 | 2 | 3 | 2 | 233 | 296 | 399 | 695 | 166 | 277 | 24 | 8 | 307 | 94 | -4 | -0 | -3 | -11 | +13 | -0.6 |
| 2028 | 30 | MLB CTX | LAD | 26% | 160 | 146 | 35 | 6 | 1 | 6 | 12 | 38 | 1 | 2 | 1 | 234 | 297 | 407 | 705 | 173 | 274 | 24 | 8 | 311 | 98 | -0 | +0 | -1 | -3 | +3 | -0.0 |
| 2029 | 31 | MLB CTX | LAD | 37% | 226 | 206 | 47 | 8 | 1 | 8 | 17 | 54 | 1 | 1 | 1 | 230 | 293 | 397 | 690 | 166 | 271 | 24 | 8 | 305 | 94 | -2 | -0 | -1 | -4 | +5 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 446 | 407 | 94 | 18 | 2 | 17 | 34 | 109 | 2 | 3 | 2 | 231 | 293 | 410 | 704 | 179 | 272 | 24 | 8 | 310 | 89 | -2 | -0 | -2 | -16 | +10 | -1.1 | |
| / 162G | — | A+C | — | 650 | 593 | 137 | 26 | 3 | 25 | 50 | 159 | 3 | 4 | 3 | 231 | 294 | 411 | 706 | 180 | 272 | 24 | 8 | 310 | 89 | -2 | -0 | -3 | -24 | +14 | -1.6 | |
| Career | — | MLE | — | 4706 | 4312 | 974 | 171 | 31 | 177 | 338 | 1253 | 26 | 74 | 29 | 226 | 286 | 403 | 689 | 177 | 274 | 27 | 7 | 300 | 89 | -5 | +0 | -6 | -34 | +31 | -1.4 | |
| / 162G | — | MLE | — | 650 | 596 | 134 | 24 | 4 | 24 | 47 | 173 | 4 | 10 | 4 | 225 | 287 | 399 | 686 | 174 | 273 | 27 | 7 | 300 | 89 | -2 | +0 | -3 | -15 | +14 | -0.6 | |
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 AAAOklahoma City Comets · 475 PAwOBA .342 → .279 (−63)K% 17.5% → 21.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.47% | ÷1.000 | ×1.200 | — | — | 20.97% |
| BB% (unintentional) /PA | 12.84% | ÷1.000 | ×0.690 | — | ×0.992 | 8.79% |
| HBP% /PA | 0.63% | — | ×0.940 | — | ×0.992 | 0.59% |
| Singles /BIP | 20.50% | ÷1.000 | ×0.930 | ×1.005 | ×0.992 | 19.00% |
| Doubles /BIP | 4.66% | ÷1.000 | ×0.830 | ×1.005 | ×0.992 | 3.85% |
| Triples /BIP | 0.62% | ÷1.000 | ×0.970 | ×1.005 | ×0.992 | 0.60% |
| Home runs /BIP | 5.59% | ÷1.000 | ×0.700 | — | ×0.992 | 3.88% |
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 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 ×1.005.
Result: wOBA .342 → .279; ISO .180 → .136; BABIP .269 → .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).
2025 AAAOklahoma City Comets · 652 PAwOBA .396 → .329 (−67)K% 18.7% → 22.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.71% | ÷1.015 | ×1.200 | — | — | 22.12% |
| BB% (unintentional) /PA | 12.27% | ÷1.083 | ×0.690 | — | ×1.003 | 7.84% |
| HBP% /PA | 0.15% | — | ×0.940 | — | ×1.003 | 0.14% |
| Singles /BIP | 20.50% | ÷0.951 | ×0.930 | ×0.996 | ×1.003 | 20.01% |
| Doubles /BIP | 6.98% | ÷0.969 | ×0.830 | ×0.996 | ×1.003 | 5.98% |
| Triples /BIP | 1.35% | ÷1.150 | ×0.970 | ×0.996 | ×1.003 | 1.14% |
| Home runs /BIP | 8.11% | ÷0.956 | ×0.700 | — | ×1.003 | 5.95% |
Factors used: league row International League. Park (home-season share, regressed): HR 91, 1B 90, 2B 94, 3B 130, K 103, BB 117 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.996.
Result: wOBA .396 → .329; ISO .267 → .210; BABIP .312 → .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 AAAOklahoma City Baseball Club · 520 PAwOBA .360 → .298 (−62)K% 27.1% → 32.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.12% | ÷0.990 | ×1.200 | — | — | 32.85% |
| BB% (unintentional) /PA | 7.12% | ÷1.021 | ×0.690 | — | ×1.018 | 4.89% |
| HBP% /PA | 0.38% | — | ×0.940 | — | ×1.018 | 0.37% |
| Singles /BIP | 18.07% | ÷0.977 | ×0.930 | ×0.995 | ×1.018 | 17.43% |
| Doubles /BIP | 6.63% | ÷0.930 | ×0.830 | ×0.995 | ×1.018 | 5.99% |
| Triples /BIP | 2.11% | ÷1.126 | ×0.970 | ×0.995 | ×1.018 | 1.84% |
| Home runs /BIP | 9.94% | ÷0.896 | ×0.700 | — | ×1.018 | 7.90% |
Factors used: league row International League. Park (home-season share, regressed): HR 79, 1B 95, 2B 86, 3B 125, K 98, BB 104 — 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 ×0.995.
Result: wOBA .360 → .298; ISO .285 → .227; BABIP .294 → .271. 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 AAAOklahoma City Dodgers · 615 PAwOBA .325 → .268 (−56)K% 25.5% → 30.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.53% | ÷1.003 | ×1.200 | — | — | 30.54% |
| BB% (unintentional) /PA | 10.89% | ÷0.976 | ×0.690 | — | ×1.033 | 7.96% |
| HBP% /PA | 0.81% | — | ×0.940 | — | ×1.033 | 0.79% |
| Singles /BIP | 18.90% | ÷1.021 | ×0.930 | ×1.020 | ×1.033 | 18.13% |
| Doubles /BIP | 7.09% | ÷0.983 | ×0.830 | ×1.020 | ×1.033 | 6.30% |
| Triples /BIP | 1.57% | ÷1.150 | ×0.970 | ×1.020 | ×1.033 | 1.40% |
| Home runs /BIP | 5.51% | ÷1.006 | ×0.700 | — | ×1.033 | 3.96% |
Factors used: league row International League. Park (home-season share, regressed): HR 101, 1B 104, 2B 97, 3B 130, K 101, BB 95 — 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 ×1.020.
Result: wOBA .325 → .268; ISO .190 → .146; BABIP .289 → .267. 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 AATulsa Drillers · 506 PAwOBA .342 → .282 (−61)K% 22.9% → 28.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.92% | ÷0.971 | ×1.220 | — | — | 28.80% |
| BB% (unintentional) /PA | 7.51% | ÷0.975 | ×0.700 | — | ×1.012 | 5.45% |
| HBP% /PA | 0.99% | — | ×0.870 | — | ×1.012 | 0.87% |
| Singles /BIP | 20.12% | ÷0.953 | ×0.920 | ×0.979 | ×1.012 | 19.23% |
| Doubles /BIP | 5.25% | ÷1.006 | ×0.840 | ×0.979 | ×1.012 | 4.34% |
| Triples /BIP | 0.58% | ÷1.150 | ×0.940 | ×0.979 | ×1.012 | 0.47% |
| Home runs /BIP | 8.16% | ÷0.993 | ×0.800 | — | ×1.012 | 6.65% |
Factors used: league row TL. Park (home-season share, regressed): HR 99, 1B 91, 2B 101, 3B 130, K 94, BB 95 — 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 ×0.979.
Result: wOBA .342 → .282; ISO .231 → .181; BABIP .281 → .256. 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 A+Great Lakes Loons · 495 PAwOBA .372 → .304 (−68)K% 23.8% → 31.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.84% | ÷1.013 | ×1.350 | — | — | 31.76% |
| BB% (unintentional) /PA | 9.29% | ÷1.042 | ×0.710 | — | ×0.998 | 6.32% |
| HBP% /PA | 1.01% | — | ×0.810 | — | ×0.998 | 0.82% |
| Singles /BIP | 22.12% | ÷0.978 | ×0.910 | ×1.003 | ×0.998 | 20.61% |
| Doubles /BIP | 6.54% | ÷0.952 | ×0.830 | ×1.003 | ×0.998 | 5.71% |
| Triples /BIP | 0.93% | ÷1.150 | ×0.820 | ×1.003 | ×0.998 | 0.67% |
| Home runs /BIP | 8.41% | ÷0.930 | ×0.830 | — | ×0.998 | 7.50% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 86, 1B 96, 2B 90, 3B 130, K 103, 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.003.
Result: wOBA .372 → .304; ISO .246 → .203; BABIP .320 → .289. 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).