Roc Riggio
2B Hartford Yard Goats| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 22 | A+NYY | 480 | .221/.350/.397 | 11 | 27 | 48 | — | .163/.245/.293 |
| 2025 | 23 | AA/A+2 orgs | 371 | .260/.367/.511 | 19 | 17 | 92 | — | .222/.304/.412 |
| 2026 | 24 | AAA/AACOL | 483 | .265/.372/.500 | 22 | 21 | 98 | — | .228/.308/.408 |
| 2027PROJMLE | 25 | MLBCOL | 4 | .222/.301/.409 | 0 | 0 | 87 | 0.0 | |
| 2028PROJ39% MLB | 26 | MLBCOL | 98 | .224/.302/.410 | 4 | 3 | 88 | 0.1 | |
| 2029PROJ53% MLB | 27 | MLBCOL | 148 | .225/.303/.409 | 5 | 4 | 88 | 0.1 |
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 | 21 | A | Tampa Tarpons | — | 76 | 57 | 11 | 2 | 0 | 0 | 18 | 18 | 1 | 3 | 1 | 193 | 395 | 228 | 623 | 35 | 282 | 24 | 24 | 316 | 48 | — | — | — | — | — | — |
| 2023 | 21 | ROK | FCL Yankees | — | 21 | 16 | 3 | 0 | 0 | 0 | 4 | 6 | 1 | 0 | 0 | 188 | 381 | 188 | 568 | 300 | 29 | 19 | 297 | 17 | — | — | — | — | — | — | |
| 2024 | 22 | A+ | Hudson Valley Renegades | — | 480 | 398 | 88 | 27 | 5 | 11 | 71 | 97 | 8 | 27 | 6 | 221 | 350 | 397 | 747 | 176 | 264 | 20 | 15 | 337 | 48 | — | — | — | — | — | — |
| 2025 | 23 | AA | Hartford Yard Goats | — | 277 | 243 | 63 | 16 | 0 | 13 | 27 | 60 | 4 | 15 | 7 | 259 | 343 | 486 | 829 | 226 | 289 | 22 | 10 | 362 | 85 | — | — | — | — | — | — |
| 2025 | 23 | A+ | Hudson Valley Renegades | — | 94 | 72 | 19 | 4 | 1 | 6 | 20 | 22 | 2 | 2 | 4 | 264 | 436 | 597 | 1.033 | 333 | 295 | 23 | 21 | 446 | 114 | — | — | — | — | — | — |
| 2026 | 24 | AAA | Albuquerque Isotopes | — | 103 | 91 | 27 | 3 | 0 | 6 | 9 | 31 | 1 | 1 | 0 | 297 | 366 | 527 | 894 | 231 | 375 | 30 | 9 | 385 | 98 | — | — | — | — | — | — |
| 2026 | 24 | AA | Hartford Yard Goats | — | 380 | 317 | 81 | 23 | 2 | 16 | 58 | 101 | 2 | 20 | 8 | 256 | 374 | 492 | 866 | 237 | 320 | 27 | 15 | 379 | 98 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 21 | A MLE | Tampa Tarpons | — | 76 | 63 | 10 | 2 | 0 | 0 | 12 | 25 | 1 | 3 | 1 | 159 | 303 | 190 | 493 | 32 | 263 | 33 | 16 | 239 | 48 | — | — | — | — | — | — |
| 2023 | 21 | ROK MLE | FCL Yankees | — | 21 | 18 | 2 | 0 | 0 | 0 | 2 | 9 | 1 | 0 | 0 | 111 | 238 | 111 | 349 | 244 | 43 | 10 | 194 | 17 | — | — | — | — | — | — | |
| 2024 | 22 | A+ MLE | Hudson Valley Renegades | — | 480 | 430 | 70 | 19 | 5 | 9 | 39 | 134 | 8 | 27 | 6 | 163 | 245 | 293 | 538 | 130 | 209 | 28 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Hartford Yard Goats | — | 277 | 249 | 56 | 15 | 0 | 8 | 21 | 71 | 4 | 15 | 7 | 225 | 296 | 382 | 677 | 157 | 270 | 26 | 8 | 294 | 85 | — | — | — | — | — | — |
| 2025 | 23 | A+ MLE | Hudson Valley Renegades | — | 94 | 80 | 17 | 3 | 1 | 6 | 12 | 29 | 2 | 2 | 4 | 212 | 330 | 500 | 830 | 287 | 233 | 31 | 13 | 337 | 114 | — | — | — | — | — | — |
| 2026 | 24 | AAA MLE | Albuquerque Isotopes | — | 103 | 94 | 23 | 2 | 0 | 4 | 6 | 37 | 1 | 1 | 0 | 245 | 297 | 394 | 691 | 149 | 343 | 36 | 6 | 313 | 98 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Hartford Yard Goats | — | 380 | 335 | 75 | 20 | 2 | 13 | 40 | 123 | 2 | 20 | 8 | 224 | 310 | 412 | 722 | 188 | 304 | 32 | 11 | 313 | 98 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | 2 teams | — | 97 | 81 | 13 | 2 | 0 | 0 | 14 | 34 | 2 | 3 | 1 | 160 | 299 | 185 | 484 | 25 | 277 | 35 | 14 | 229 | 41 | — | — | — | — | — | — |
| 2023 | 21 | A RAW | 2 teams | — | 97 | 73 | 14 | 2 | 0 | 0 | 22 | 24 | 2 | 3 | 1 | 192 | 392 | 219 | 611 | 27 | 286 | 25 | 23 | 312 | 41 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | Hudson Valley Renegades | — | 480 | 430 | 70 | 19 | 5 | 9 | 39 | 134 | 8 | 27 | 6 | 163 | 245 | 293 | 538 | 130 | 211 | 28 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2024 | 22 | A+ RAW | Hudson Valley Renegades | — | 480 | 398 | 88 | 27 | 5 | 11 | 71 | 97 | 8 | 27 | 6 | 221 | 350 | 397 | 747 | 176 | 264 | 20 | 15 | 337 | 48 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | 2 teams | — | 371 | 329 | 72 | 18 | 1 | 14 | 33 | 101 | 6 | 17 | 11 | 219 | 302 | 407 | 709 | 188 | 267 | 27 | 9 | 305 | 92 | — | — | — | — | — | — |
| 2025 | 23 | AA RAW | 2 teams | — | 371 | 315 | 82 | 20 | 1 | 19 | 47 | 82 | 6 | 17 | 11 | 260 | 367 | 511 | 878 | 251 | 290 | 22 | 13 | 383 | 92 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 483 | 428 | 99 | 23 | 2 | 17 | 47 | 160 | 3 | 21 | 8 | 231 | 312 | 414 | 725 | 182 | 320 | 33 | 10 | 313 | 98 | — | — | — | — | — | — |
| 2026 | 24 | AA RAW | 2 teams | — | 483 | 408 | 108 | 26 | 2 | 22 | 67 | 132 | 3 | 21 | 8 | 265 | 372 | 500 | 872 | 235 | 332 | 27 | 14 | 381 | 98 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | 2 teams | — | 97 | 81 | 13 | 2 | 0 | 0 | 14 | 34 | 2 | 3 | 1 | 160 | 299 | 185 | 484 | 25 | 259 | 35 | 14 | 229 | 41 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | Hudson Valley Renegades | — | 480 | 430 | 70 | 19 | 5 | 9 | 39 | 134 | 8 | 27 | 6 | 163 | 245 | 293 | 538 | 130 | 209 | 28 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | 2 teams | — | 371 | 329 | 72 | 18 | 1 | 14 | 33 | 101 | 6 | 17 | 11 | 219 | 302 | 407 | 709 | 188 | 261 | 27 | 9 | 305 | 92 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 483 | 430 | 99 | 23 | 2 | 17 | 47 | 160 | 3 | 21 | 8 | 230 | 312 | 412 | 723 | 181 | 312 | 33 | 10 | 313 | 98 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | A+ MLE | Hudson Valley Renegades | — | 480 | 430 | 70 | 19 | 5 | 9 | 39 | 134 | 8 | 27 | 6 | 163 | 245 | 293 | 538 | 130 | 209 | 28 | 8 | 239 | 48 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | 2 teams | — | 371 | 329 | 72 | 18 | 1 | 14 | 33 | 101 | 6 | 17 | 11 | 219 | 302 | 407 | 709 | 188 | 261 | 27 | 9 | 305 | 92 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | 2 teams | — | 483 | 430 | 99 | 23 | 2 | 17 | 47 | 160 | 3 | 21 | 8 | 230 | 312 | 412 | 723 | 181 | 312 | 33 | 10 | 313 | 98 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB MLE | COL | 2% | 380 | 339 | 70 | 16 | 1 | 12 | 35 | 122 | 3 | 12 | 5 | 210 | 290 | 377 | 667 | 167 | 283 | 32 | 9 | 297 | 87 | -6 | +0 | -1 | +1 | +8 | 0.3 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB CTX | COL | 2% | 4 | 4 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 222 | 301 | 409 | 710 | 186 | 297 | 25 | 0 | 314 | 87 | -0 | +0 | -0 | +0 | +0 | 0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 26 | MLB MLE | COL | 39% | 254 | 227 | 48 | 11 | 1 | 8 | 23 | 80 | 2 | 8 | 3 | 212 | 291 | 378 | 670 | 167 | 283 | 31 | 9 | 299 | 88 | -4 | +0 | -1 | +1 | +6 | 0.3 |
| 2029 | 27 | MLB MLE | COL | 53% | 281 | 251 | 53 | 12 | 1 | 9 | 26 | 88 | 2 | 8 | 3 | 212 | 292 | 377 | 669 | 165 | 283 | 31 | 9 | 298 | 88 | -4 | +0 | -1 | +1 | +6 | 0.3 |
| 2030 | 28 | MLB MLE | COL | 60% | 297 | 265 | 56 | 13 | 1 | 9 | 27 | 92 | 3 | 8 | 3 | 212 | 291 | 374 | 665 | 162 | 282 | 31 | 9 | 297 | 87 | -5 | +0 | -2 | +1 | +6 | 0.2 |
| 2031 | 29 | MLB MLE | COL | 62% | 296 | 264 | 55 | 12 | 1 | 9 | 27 | 91 | 3 | 6 | 3 | 212 | 290 | 370 | 659 | 158 | 281 | 31 | 9 | 295 | 86 | -5 | +0 | -2 | +1 | +6 | 0.0 |
| 2032 | 30 | MLB MLE | COL | 63% | 294 | 264 | 55 | 12 | 1 | 9 | 26 | 90 | 2 | 5 | 3 | 210 | 288 | 364 | 651 | 154 | 280 | 31 | 9 | 291 | 83 | -6 | -0 | -3 | +1 | +6 | -0.2 |
| 2028 | 26 | MLB CTX | COL | 39% | 98 | 88 | 20 | 4 | 1 | 4 | 9 | 31 | 1 | 3 | 1 | 224 | 302 | 410 | 713 | 186 | 297 | 32 | 9 | 315 | 88 | -1 | +0 | -0 | +0 | +2 | 0.1 |
| 2029 | 27 | MLB CTX | COL | 53% | 148 | 133 | 30 | 7 | 1 | 5 | 13 | 46 | 1 | 4 | 2 | 225 | 303 | 409 | 711 | 184 | 297 | 31 | 9 | 315 | 88 | -2 | +0 | -0 | +1 | +3 | 0.1 |
| 2030 | 28 | MLB CTX | COL | 60% | 178 | 158 | 36 | 8 | 1 | 6 | 16 | 55 | 2 | 5 | 2 | 224 | 302 | 405 | 707 | 181 | 296 | 31 | 9 | 313 | 87 | -3 | +0 | -1 | +1 | +4 | 0.1 |
| 2031 | 29 | MLB CTX | COL | 62% | 183 | 163 | 36 | 8 | 1 | 6 | 16 | 56 | 2 | 4 | 2 | 223 | 300 | 400 | 700 | 176 | 295 | 31 | 9 | 310 | 86 | -3 | +0 | -1 | +1 | +4 | 0.0 |
| 2032 | 30 | MLB CTX | COL | 63% | 185 | 165 | 37 | 8 | 1 | 6 | 16 | 57 | 2 | 3 | 2 | 222 | 298 | 393 | 691 | 171 | 293 | 31 | 9 | 307 | 83 | -4 | -0 | -2 | +1 | +4 | -0.1 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 792 | 707 | 159 | 35 | 5 | 27 | 70 | 245 | 8 | 19 | 9 | 225 | 302 | 403 | 705 | 178 | 301 | 31 | 9 | 312 | 82 | -13 | +0 | -5 | +3 | +17 | 0.2 | |
| / 162G | — | A+C | — | 650 | 580 | 131 | 29 | 4 | 22 | 57 | 201 | 7 | 16 | 7 | 226 | 302 | 403 | 706 | 178 | 303 | 31 | 9 | 312 | 82 | -11 | +0 | -4 | +2 | +14 | 0.2 | |
| Career | — | MLE | — | 3063 | 2726 | 561 | 131 | 14 | 91 | 281 | 937 | 33 | 110 | 44 | 206 | 288 | 364 | 652 | 158 | 274 | 31 | 9 | 289 | 82 | -26 | +1 | -9 | +6 | +35 | 0.7 | |
| / 162G | — | MLE | — | 650 | 578 | 119 | 28 | 3 | 19 | 60 | 199 | 7 | 23 | 9 | 206 | 288 | 363 | 651 | 157 | 275 | 31 | 9 | 289 | 82 | -10 | +0 | -4 | +2 | +14 | 0.3 | |
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 AAHartford Yard Goats · 380 PAwOBA .372 → .313 (−58)K% 26.6% → 32.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.58% | ÷1.000 | ×1.220 | — | — | 32.43% |
| BB% (unintentional) /PA | 15.00% | ÷1.000 | ×0.700 | — | ×1.012 | 10.63% |
| HBP% /PA | 0.53% | — | ×0.850 | — | ×1.012 | 0.45% |
| Singles /BIP | 18.52% | ÷1.000 | ×0.970 | ×1.024 | ×1.012 | 18.62% |
| Doubles /BIP | 10.65% | ÷1.000 | ×0.860 | ×1.024 | ×1.012 | 9.49% |
| Triples /BIP | 0.93% | ÷1.000 | ×0.950 | ×1.024 | ×1.012 | 0.91% |
| Home runs /BIP | 7.41% | ÷1.000 | ×0.780 | — | ×1.012 | 5.85% |
Factors used: league row EL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.024.
Result: wOBA .372 → .313; ISO .237 → .195; BABIP .320 → .304. 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 AAAAlbuquerque Isotopes · 103 PAwOBA .381 → .313 (−69)K% 30.1% → 36.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.10% | ÷1.000 | ×1.200 | — | — | 36.12% |
| BB% (unintentional) /PA | 8.74% | ÷1.000 | ×0.690 | — | ×1.048 | 6.32% |
| HBP% /PA | 0.97% | — | ×0.940 | — | ×1.048 | 0.96% |
| Singles /BIP | 30.00% | ÷1.000 | ×0.930 | ×0.980 | ×1.048 | 28.66% |
| Doubles /BIP | 5.00% | ÷1.000 | ×0.830 | ×0.980 | ×1.048 | 4.26% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.970 | ×0.980 | ×1.048 | 0.00% |
| Home runs /BIP | 10.00% | ÷1.000 | ×0.700 | — | ×1.048 | 7.34% |
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 24 vs a level average of 27.2 → +4.8% on BB/HBP/hit rates (3.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.980.
Result: wOBA .381 → .313; ISO .231 → .168; BABIP .375 → .343. 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 AAHartford Yard Goats · 277 PAwOBA .356 → .294 (−61)K% 21.7% → 25.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.66% | ÷1.025 | ×1.220 | — | — | 25.79% |
| BB% (unintentional) /PA | 9.75% | ÷0.940 | ×0.700 | — | ×1.027 | 7.46% |
| HBP% /PA | 1.44% | — | ×0.850 | — | ×1.027 | 1.26% |
| Singles /BIP | 18.58% | ÷1.008 | ×0.970 | ×0.979 | ×1.027 | 17.97% |
| Doubles /BIP | 8.74% | ÷0.913 | ×0.860 | ×0.979 | ×1.027 | 8.27% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.950 | ×0.979 | ×1.027 | 0.00% |
| Home runs /BIP | 7.10% | ÷1.255 | ×0.780 | — | ×1.027 | 4.53% |
Factors used: league row EL. Park (home-season share, regressed): HR 151, 1B 102, 2B 83, 3B 130, K 105, BB 88 — 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). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.979.
Result: wOBA .356 → .294; ISO .226 → .163; BABIP .289 → .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+Hudson Valley Renegades · 94 PAwOBA .435 → .337 (−98)K% 23.4% → 31.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.40% | ÷0.985 | ×1.310 | — | — | 31.14% |
| BB% (unintentional) /PA | 21.28% | ÷0.984 | ×0.600 | — | ×0.998 | 12.94% |
| HBP% /PA | 2.13% | — | ×0.770 | — | ×0.998 | 1.64% |
| Singles /BIP | 16.00% | ÷0.991 | ×0.870 | ×0.950 | ×0.998 | 13.32% |
| Doubles /BIP | 8.00% | ÷1.014 | ×0.780 | ×0.950 | ×0.998 | 5.83% |
| Triples /BIP | 2.00% | ÷0.975 | ×0.850 | ×0.950 | ×0.998 | 1.65% |
| Home runs /BIP | 12.00% | ÷0.969 | ×0.880 | — | ×0.998 | 10.88% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 94, 1B 98, 2B 103, 3B 95, K 97, BB 97 — 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 ×0.950.
Result: wOBA .435 → .337; ISO .333 → .296; BABIP .295 → .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 A+Hudson Valley Renegades · 480 PAwOBA .330 → .239 (−90)K% 20.2% → 28.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.21% | ÷0.946 | ×1.310 | — | — | 27.98% |
| BB% (unintentional) /PA | 14.58% | ÷1.099 | ×0.600 | — | ×1.012 | 8.06% |
| HBP% /PA | 1.67% | — | ×0.770 | — | ×1.012 | 1.30% |
| Singles /BIP | 14.95% | ÷1.025 | ×0.870 | ×0.966 | ×1.012 | 12.40% |
| Doubles /BIP | 8.97% | ÷1.070 | ×0.780 | ×0.966 | ×1.012 | 6.39% |
| Triples /BIP | 1.66% | ÷0.900 | ×0.850 | ×0.966 | ×1.012 | 1.53% |
| Home runs /BIP | 3.65% | ÷1.032 | ×0.880 | — | ×1.012 | 3.15% |
Factors used: league row South Atlantic League. Park (home-season share, regressed): HR 106, 1B 105, 2B 114, 3B 80, K 89, BB 120 — applied at half strength. Age: age 22 vs a level average of 22.8 → +1.2% on BB/HBP/hit rates (0.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.966.
Result: wOBA .330 → .239; ISO .176 → .143; BABIP .264 → .209. 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 ATampa Tarpons · 76 PAwOBA .310 → .239 (−71)K% 23.7% → 33.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.68% | ÷0.975 | ×1.360 | — | — | 33.05% |
| BB% (unintentional) /PA | 23.68% | ÷1.079 | ×0.690 | — | ×1.015 | 15.37% |
| HBP% /PA | 1.32% | — | ×0.780 | — | ×1.015 | 1.04% |
| Singles /BIP | 23.08% | ÷0.987 | ×0.920 | — | ×1.015 | 21.83% |
| Doubles /BIP | 5.13% | ÷0.972 | ×0.830 | — | ×1.015 | 4.45% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.910 | — | ×1.015 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.086 | ×0.800 | — | ×1.015 | 0.00% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 117, 1B 97, 2B 94, 3B 80, K 95, BB 116 — 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 .310 → .239; ISO .035 → .030; BABIP .282 → .263. 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 ROKFCL Yankees · 21 PAwOBA .292 → .194 (−97)K% 28.6% → 43.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.57% | ÷0.951 | ×1.440 | — | — | 43.28% |
| BB% (unintentional) /PA | 19.05% | ÷0.995 | ×0.620 | — | ×0.985 | 11.70% |
| HBP% /PA | 4.76% | — | ×0.720 | — | ×0.985 | 3.38% |
| Singles /BIP | 30.00% | ÷0.994 | ×0.820 | — | ×0.985 | 24.38% |
| Doubles /BIP | 0.00% | ÷1.106 | ×0.720 | — | ×0.985 | 0.00% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.720 | — | ×0.985 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.383 | ×0.780 | — | ×0.985 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 177, 1B 99, 2B 121, 3B 80, K 90, BB 99 — applied at half strength. Age: age 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).
Result: wOBA .292 → .194; ISO .000 → .000; BABIP .300 → .244. 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).