Angelys Nina
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 26 | AAA/INTL2 orgs | 632 | .290/.330/.385 | 6 | 19 | 76 | — | .268/.290/.352 |
| 2016 | 27 | AAA/INTL2 orgs | 184 | .197/.232/.249 | 2 | 1 | 22 | — | .179/.216/.286 |
| 2017 | 28 | INTLTigres del Li… | 35 | .188/.257/.219 | 0 | 0 | 40 | — |
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) | |||||||||||||||||||||||||||||||
| 2007 | 18 | ROK | DSL Rockies | — | 292 | 254 | 82 | 19 | 3 | 3 | 23 | 23 | 5 | 24 | 8 | 323 | 390 | 457 | 847 | 134 | 343 | 8 | 8 | 366 | 53 | — | — | — | — | — | — |
| 2008 | 19 | ROK | Casper Ghosts | — | 88 | 79 | 18 | 4 | 0 | 1 | 9 | 14 | 0 | 1 | 1 | 228 | 307 | 316 | 623 | 89 | 266 | 16 | 10 | 287 | 26 | — | — | — | — | — | — |
| 2009 | 20 | ROK | Casper Ghosts | — | 153 | 139 | 41 | 7 | 2 | 1 | 7 | 22 | 2 | 11 | 5 | 295 | 338 | 396 | 734 | 101 | 345 | 14 | 5 | 318 | 50 | — | — | — | — | — | — |
| 2010 | 21 | A | Asheville Tourists | — | 440 | 416 | 113 | 16 | 3 | 4 | 15 | 57 | 3 | 24 | 7 | 272 | 302 | 353 | 655 | 82 | 304 | 13 | 3 | 291 | 50 | — | — | — | — | — | — |
| 2011 | 22 | A+ | Modesto Nuts | — | 467 | 425 | 125 | 22 | 5 | 5 | 29 | 72 | 4 | 15 | 10 | 294 | 345 | 405 | 750 | 111 | 340 | 15 | 6 | 330 | 75 | — | — | — | — | — | — |
| 2012 | 23 | AA | Tulsa Drillers | — | 445 | 412 | 111 | 19 | 2 | 6 | 27 | 67 | 2 | 9 | 4 | 269 | 317 | 369 | 686 | 100 | 307 | 15 | 6 | 307 | 68 | — | — | — | — | — | — |
| 2013 | 24 | AA | Tulsa Drillers | — | 487 | 446 | 125 | 21 | 6 | 10 | 30 | 57 | 5 | 19 | 9 | 280 | 333 | 422 | 754 | 141 | 302 | 12 | 6 | 332 | 74 | — | — | — | — | — | — |
| 2013 | 24 | INTL | Toros del Este | — | 108 | 100 | 23 | 2 | 1 | 0 | 5 | 13 | 0 | 4 | 0 | 230 | 267 | 270 | 537 | 40 | 264 | 12 | 5 | 239 | 48 | — | — | — | — | — | — |
| 2014 | 25 | AAA | Colorado Springs Sky Sox | — | 422 | 390 | 109 | 18 | 3 | 7 | 23 | 64 | 2 | 6 | 7 | 279 | 323 | 395 | 718 | 115 | 317 | 15 | 5 | 316 | 66 | — | — | — | — | — | — |
| 2014 | 25 | INTL | Toros del Este | — | 86 | 79 | 21 | 2 | 0 | 1 | 6 | 17 | 0 | 2 | 1 | 266 | 318 | 329 | 647 | 63 | 323 | 20 | 7 | 292 | 84 | — | — | — | — | — | — |
| 2015 | 26 | AAA | Albuquerque Isotopes | — | 447 | 420 | 126 | 21 | 5 | 4 | 22 | 46 | 0 | 18 | 7 | 300 | 335 | 402 | 737 | 102 | 327 | 10 | 5 | 326 | 72 | — | — | — | — | — | — |
| 2015 | 26 | INTL | Toros del Este | — | 185 | 169 | 45 | 7 | 0 | 2 | 12 | 24 | 1 | 1 | 5 | 266 | 319 | 343 | 662 | 77 | 301 | 13 | 6 | 296 | 87 | — | — | — | — | — | — |
| 2016 | 27 | AAA | Lehigh Valley IronPigs | — | 90 | 83 | 16 | 3 | 0 | 2 | 4 | 14 | 1 | 0 | 0 | 193 | 239 | 301 | 540 | 108 | 209 | 16 | 4 | 239 | 25 | — | — | — | — | — | — |
| 2016 | 27 | INTL | Toros del Este | — | 94 | 90 | 18 | 0 | 0 | 0 | 2 | 10 | 1 | 1 | 2 | 200 | 226 | 200 | 426 | 222 | 11 | 2 | 196 | 19 | — | — | — | — | — | — | |
| 2017 | 28 | INTL | Tigres del Licey | — | 35 | 32 | 6 | 1 | 0 | 0 | 2 | 5 | 1 | 0 | 0 | 188 | 257 | 219 | 476 | 31 | 222 | 14 | 6 | 227 | 40 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2007 | 18 | ROK MLE | DSL Rockies | — | 292 | 263 | 57 | 12 | 2 | 1 | 14 | 28 | 5 | 24 | 8 | 217 | 270 | 289 | 558 | 72 | 228 | 10 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2008 | 19 | ROK MLE | Casper Ghosts | — | 88 | 83 | 15 | 3 | 0 | 1 | 5 | 20 | 0 | 1 | 1 | 181 | 227 | 253 | 480 | 72 | 220 | 23 | 6 | 206 | 26 | — | — | — | — | — | — |
| 2009 | 20 | ROK MLE | Casper Ghosts | — | 153 | 142 | 33 | 5 | 1 | 1 | 4 | 32 | 2 | 11 | 5 | 232 | 264 | 303 | 566 | 70 | 284 | 21 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Asheville Tourists | — | 440 | 423 | 100 | 13 | 3 | 3 | 8 | 80 | 3 | 24 | 7 | 236 | 256 | 303 | 558 | 66 | 277 | 18 | 2 | 242 | 50 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | Modesto Nuts | — | 467 | 435 | 111 | 18 | 3 | 6 | 19 | 99 | 4 | 15 | 10 | 255 | 293 | 352 | 644 | 97 | 306 | 21 | 4 | 279 | 75 | — | — | — | — | — | — |
| 2012 | 23 | AA MLE | Tulsa Drillers | — | 445 | 421 | 103 | 16 | 2 | 5 | 18 | 87 | 2 | 9 | 4 | 245 | 279 | 328 | 607 | 83 | 293 | 20 | 4 | 268 | 68 | — | — | — | — | — | — |
| 2013 | 24 | AA MLE | Tulsa Drillers | — | 487 | 456 | 112 | 20 | 5 | 7 | 20 | 70 | 5 | 19 | 9 | 246 | 285 | 357 | 642 | 112 | 272 | 14 | 4 | 277 | 74 | — | — | — | — | — | — |
| 2014 | 25 | AAA MLE | Colorado Springs Sky Sox | — | 422 | 397 | 98 | 15 | 2 | 6 | 16 | 88 | 2 | 6 | 7 | 247 | 280 | 340 | 620 | 93 | 294 | 21 | 4 | 266 | 66 | — | — | — | — | — | — |
| 2015 | 26 | AAA MLE | Albuquerque Isotopes | — | 447 | 429 | 115 | 17 | 5 | 3 | 13 | 62 | 0 | 18 | 7 | 268 | 290 | 352 | 642 | 84 | 298 | 14 | 3 | 275 | 72 | — | — | — | — | — | — |
| 2016 | 27 | AAA MLE | Lehigh Valley IronPigs | — | 90 | 84 | 15 | 3 | 0 | 2 | 3 | 16 | 1 | 0 | 0 | 179 | 216 | 286 | 502 | 107 | 191 | 18 | 3 | 205 | 25 | — | — | — | — | — | — |
| 2007 | 18 | ROK MLE | DSL Rockies | — | 292 | 263 | 57 | 12 | 2 | 1 | 14 | 28 | 5 | 24 | 8 | 217 | 270 | 289 | 558 | 72 | 237 | 10 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2007 | 18 | ROK RAW | DSL Rockies | — | 292 | 254 | 82 | 19 | 3 | 3 | 23 | 23 | 5 | 24 | 8 | 323 | 390 | 457 | 847 | 134 | 343 | 8 | 8 | 366 | 53 | — | — | — | — | — | — |
| 2008 | 19 | ROK MLE | Casper Ghosts | — | 88 | 83 | 15 | 3 | 0 | 1 | 5 | 20 | 0 | 1 | 1 | 181 | 227 | 253 | 480 | 72 | 226 | 23 | 6 | 206 | 26 | — | — | — | — | — | — |
| 2008 | 19 | ROK RAW | Casper Ghosts | — | 88 | 79 | 18 | 4 | 0 | 1 | 9 | 14 | 0 | 1 | 1 | 228 | 307 | 316 | 623 | 89 | 266 | 16 | 10 | 287 | 26 | — | — | — | — | — | — |
| 2009 | 20 | ROK MLE | Casper Ghosts | — | 153 | 142 | 33 | 5 | 1 | 1 | 4 | 32 | 2 | 11 | 5 | 232 | 264 | 303 | 566 | 70 | 294 | 21 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2009 | 20 | ROK RAW | Casper Ghosts | — | 153 | 139 | 41 | 7 | 2 | 1 | 7 | 22 | 2 | 11 | 5 | 295 | 338 | 396 | 734 | 101 | 345 | 14 | 5 | 318 | 50 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Asheville Tourists | — | 440 | 423 | 100 | 13 | 3 | 3 | 8 | 80 | 3 | 24 | 7 | 236 | 256 | 303 | 558 | 66 | 282 | 18 | 2 | 242 | 50 | — | — | — | — | — | — |
| 2010 | 21 | A RAW | Asheville Tourists | — | 440 | 416 | 113 | 16 | 3 | 4 | 15 | 57 | 3 | 24 | 7 | 272 | 302 | 353 | 655 | 82 | 304 | 13 | 3 | 291 | 50 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | Modesto Nuts | — | 467 | 435 | 111 | 18 | 3 | 6 | 19 | 99 | 4 | 15 | 10 | 255 | 293 | 352 | 644 | 97 | 313 | 21 | 4 | 279 | 75 | — | — | — | — | — | — |
| 2011 | 22 | A+ RAW | Modesto Nuts | — | 467 | 425 | 125 | 22 | 5 | 5 | 29 | 72 | 4 | 15 | 10 | 294 | 345 | 405 | 750 | 111 | 340 | 15 | 6 | 330 | 75 | — | — | — | — | — | — |
| 2012 | 23 | AA MLE | Tulsa Drillers | — | 445 | 421 | 103 | 16 | 2 | 5 | 18 | 87 | 2 | 9 | 4 | 245 | 279 | 328 | 607 | 83 | 295 | 20 | 4 | 268 | 68 | — | — | — | — | — | — |
| 2012 | 23 | AA RAW | Tulsa Drillers | — | 445 | 412 | 111 | 19 | 2 | 6 | 27 | 67 | 2 | 9 | 4 | 269 | 317 | 369 | 686 | 100 | 307 | 15 | 6 | 307 | 68 | — | — | — | — | — | — |
| 2013 | 24 | AA MLE | 2 teams | — | 595 | 556 | 137 | 25 | 6 | 8 | 25 | 85 | 5 | 23 | 9 | 246 | 285 | 356 | 641 | 110 | 277 | 14 | 4 | 277 | 74 | — | — | — | — | — | — |
| 2013 | 24 | AA RAW | 2 teams | — | 595 | 546 | 148 | 23 | 7 | 10 | 35 | 70 | 5 | 23 | 9 | 271 | 321 | 394 | 715 | 123 | 295 | 12 | 6 | 315 | 74 | — | — | — | — | — | — |
| 2014 | 25 | AAA MLE | 2 teams | — | 508 | 479 | 118 | 18 | 3 | 7 | 19 | 106 | 2 | 8 | 8 | 246 | 278 | 340 | 618 | 94 | 300 | 21 | 4 | 266 | 66 | — | — | — | — | — | — |
| 2014 | 25 | AAA RAW | 2 teams | — | 508 | 469 | 130 | 20 | 3 | 8 | 29 | 81 | 2 | 8 | 8 | 277 | 322 | 384 | 706 | 107 | 318 | 16 | 6 | 312 | 66 | — | — | — | — | — | — |
| 2015 | 26 | AAA MLE | 2 teams | — | 632 | 604 | 160 | 23 | 6 | 4 | 19 | 87 | 1 | 19 | 12 | 265 | 288 | 343 | 631 | 78 | 302 | 14 | 3 | 275 | 72 | — | — | — | — | — | — |
| 2015 | 26 | AAA RAW | 2 teams | — | 632 | 589 | 171 | 28 | 5 | 6 | 34 | 70 | 1 | 19 | 12 | 290 | 330 | 385 | 716 | 95 | 320 | 11 | 5 | 317 | 72 | — | — | — | — | — | — |
| 2016 | 27 | INTL MLE | 2 teams | — | 184 | 174 | 30 | 5 | 0 | 4 | 5 | 34 | 2 | 1 | 2 | 172 | 204 | 270 | 475 | 98 | 190 | 18 | 3 | 205 | 25 | — | — | — | — | — | — |
| 2016 | 27 | INTL RAW | 2 teams | — | 184 | 173 | 34 | 3 | 0 | 2 | 6 | 24 | 2 | 1 | 2 | 197 | 232 | 249 | 481 | 52 | 216 | 13 | 3 | 217 | 25 | — | — | — | — | — | — |
| 2017 | 28 | INTL MLE | Tigres del Licey | — | 35 | 32 | 6 | 1 | 0 | 0 | 2 | 5 | 1 | 0 | 0 | 188 | 257 | 219 | 476 | 31 | 222 | 14 | 6 | — | — | — | — | — | — | — | — |
| 2017 | 28 | INTL RAW | Tigres del Licey | — | 35 | 32 | 6 | 1 | 0 | 0 | 2 | 5 | 1 | 0 | 0 | 188 | 257 | 219 | 476 | 31 | 222 | 14 | 6 | 227 | 40 | — | — | — | — | — | — |
| 2007 | 18 | ROK MLE | DSL Rockies | — | 292 | 271 | 57 | 12 | 2 | 1 | 14 | 28 | 5 | 24 | 8 | 210 | 270 | 280 | 550 | 70 | 228 | 10 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2008 | 19 | ROK MLE | Casper Ghosts | — | 88 | 83 | 15 | 3 | 0 | 1 | 5 | 20 | 0 | 1 | 1 | 181 | 227 | 253 | 480 | 72 | 220 | 23 | 6 | 206 | 26 | — | — | — | — | — | — |
| 2009 | 20 | ROK MLE | Casper Ghosts | — | 153 | 146 | 33 | 5 | 1 | 1 | 4 | 32 | 2 | 11 | 5 | 226 | 264 | 295 | 558 | 68 | 284 | 21 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2010 | 21 | A MLE | Asheville Tourists | — | 440 | 426 | 100 | 13 | 3 | 3 | 8 | 80 | 3 | 24 | 7 | 235 | 256 | 300 | 556 | 66 | 277 | 18 | 2 | 242 | 50 | — | — | — | — | — | — |
| 2011 | 22 | A+ MLE | Modesto Nuts | — | 467 | 441 | 111 | 18 | 3 | 6 | 19 | 99 | 4 | 15 | 10 | 252 | 293 | 347 | 640 | 95 | 306 | 21 | 4 | 279 | 75 | — | — | — | — | — | — |
| 2012 | 23 | AA MLE | Tulsa Drillers | — | 445 | 422 | 103 | 16 | 2 | 5 | 18 | 87 | 2 | 9 | 4 | 244 | 279 | 327 | 606 | 83 | 293 | 20 | 4 | 268 | 68 | — | — | — | — | — | — |
| 2013 | 24 | AA MLE | 2 teams | — | 595 | 560 | 137 | 25 | 6 | 8 | 25 | 85 | 5 | 23 | 9 | 245 | 285 | 354 | 639 | 109 | 272 | 14 | 4 | 277 | 74 | — | — | — | — | — | — |
| 2014 | 25 | AAA MLE | 2 teams | — | 508 | 482 | 118 | 18 | 3 | 7 | 19 | 106 | 2 | 8 | 8 | 245 | 278 | 338 | 616 | 93 | 294 | 21 | 4 | 266 | 66 | — | — | — | — | — | — |
| 2015 | 26 | AAA MLE | 2 teams | — | 632 | 607 | 160 | 23 | 6 | 4 | 19 | 87 | 1 | 19 | 12 | 264 | 288 | 341 | 629 | 77 | 298 | 14 | 3 | 275 | 72 | — | — | — | — | — | — |
| 2016 | 27 | INTL MLE | 2 teams | — | 184 | 175 | 30 | 5 | 0 | 4 | 5 | 34 | 2 | 1 | 2 | 171 | 204 | 269 | 473 | 97 | 191 | 18 | 3 | 205 | 25 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 3839 | 3612 | 870 | 139 | 26 | 40 | 138 | 663 | 27 | 135 | 66 | 241 | 274 | 327 | 601 | 86 | 283 | 17 | 4 | 259 | 61 | -176 | +1 | +0 | +14 | +83 | -8.0 | |
| / 162G | — | MLE | — | 650 | 612 | 148 | 24 | 4 | 7 | 23 | 112 | 5 | 23 | 11 | 242 | 275 | 328 | 603 | 87 | 284 | 17 | 4 | 259 | 61 | -30 | +0 | +0 | +2 | +14 | -1.3 | |
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.
2016 AAALehigh Valley IronPigs · 90 PAwOBA .232 → .205 (−27)K% 15.6% → 18.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.56% | ÷1.018 | ×1.200 | — | — | 18.34% |
| BB% (unintentional) /PA | 4.44% | ÷1.035 | ×0.690 | — | ×0.992 | 2.94% |
| HBP% /PA | 1.11% | — | ×0.940 | — | ×0.992 | 1.04% |
| Singles /BIP | 15.94% | ÷1.028 | ×0.930 | ×1.043 | ×0.992 | 14.93% |
| Doubles /BIP | 4.35% | ÷1.018 | ×0.830 | ×1.043 | ×0.992 | 3.67% |
| Triples /BIP | 0.00% | ÷1.107 | ×0.970 | ×1.043 | ×0.992 | 0.00% |
| Home runs /BIP | 2.90% | ÷0.942 | ×0.840 | — | ×0.992 | 2.56% |
Factors used: league row IL. Park (home-season share, regressed): HR 88, 1B 106, 2B 104, 3B 121, K 104, BB 107 — 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 ×1.043.
Result: wOBA .232 → .205; ISO .108 → .096; BABIP .209 → .191. 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).
2015 AAAAlbuquerque Isotopes · 447 PAwOBA .317 → .275 (−42)K% 10.3% → 13.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.29% | ÷0.960 | ×1.290 | — | — | 13.83% |
| BB% (unintentional) /PA | 4.47% | ÷1.056 | ×0.710 | — | ×1.003 | 3.02% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.003 | 0.00% |
| Singles /BIP | 25.67% | ÷1.010 | ×0.900 | ×1.050 | ×1.003 | 24.10% |
| Doubles /BIP | 5.61% | ÷1.075 | ×0.810 | ×1.050 | ×1.003 | 4.46% |
| Triples /BIP | 1.34% | ÷0.933 | ×0.810 | ×1.050 | ×1.003 | 1.22% |
| Home runs /BIP | 1.07% | ÷1.105 | ×0.780 | — | ×1.003 | 0.76% |
Factors used: league row PCL. Park (home-season share, regressed): HR 121, 1B 102, 2B 115, 3B 87, K 92, BB 111 — 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 ×1.050.
Result: wOBA .317 → .275; ISO .102 → .081; BABIP .327 → .298. 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).
2014 AAAColorado Springs Sky Sox · 422 PAwOBA .310 → .266 (−44)K% 15.2% → 20.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.17% | ÷0.934 | ×1.290 | — | — | 20.95% |
| BB% (unintentional) /PA | 5.45% | ÷1.055 | ×0.710 | — | ×1.018 | 3.74% |
| HBP% /PA | 0.47% | — | ×0.980 | — | ×1.018 | 0.47% |
| Singles /BIP | 24.85% | ÷1.005 | ×0.900 | ×1.050 | ×1.018 | 23.78% |
| Doubles /BIP | 5.52% | ÷1.028 | ×0.810 | ×1.050 | ×1.018 | 4.65% |
| Triples /BIP | 0.92% | ÷1.150 | ×0.810 | ×1.050 | ×1.018 | 0.69% |
| Home runs /BIP | 2.15% | ÷0.964 | ×0.780 | — | ×1.018 | 1.77% |
Factors used: league row PCL. Park (home-season share, regressed): HR 93, 1B 101, 2B 106, 3B 130, K 87, BB 111 — 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 ×1.050.
Result: wOBA .310 → .266; ISO .115 → .092; BABIP .317 → .294. 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).
2013 AATulsa Drillers · 487 PAwOBA .323 → .277 (−46)K% 11.7% → 14.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.70% | ÷0.999 | ×1.220 | — | — | 14.29% |
| BB% (unintentional) /PA | 5.75% | ÷0.967 | ×0.700 | — | ×0.998 | 4.16% |
| HBP% /PA | 1.03% | — | ×0.870 | — | ×0.998 | 0.89% |
| Singles /BIP | 22.62% | ÷1.049 | ×0.920 | ×1.033 | ×0.998 | 20.45% |
| Doubles /BIP | 5.40% | ÷0.911 | ×0.840 | ×1.033 | ×0.998 | 5.13% |
| Triples /BIP | 1.54% | ÷1.150 | ×0.940 | ×1.033 | ×0.998 | 1.30% |
| Home runs /BIP | 2.57% | ÷1.239 | ×0.800 | — | ×0.998 | 1.66% |
Factors used: league row TL. Park (home-season share, regressed): HR 148, 1B 110, 2B 82, 3B 130, K 100, BB 93 — 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 ×1.033.
Result: wOBA .323 → .277; ISO .141 → .112; BABIP .302 → .272. 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).
2012 AATulsa Drillers · 445 PAwOBA .300 → .268 (−32)K% 15.1% → 19.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.06% | ÷0.939 | ×1.220 | — | — | 19.57% |
| BB% (unintentional) /PA | 5.84% | ÷1.009 | ×0.700 | — | ×1.012 | 4.10% |
| HBP% /PA | 0.45% | — | ×0.870 | — | ×1.012 | 0.40% |
| Singles /BIP | 24.35% | ÷1.005 | ×0.920 | ×1.050 | ×1.012 | 23.69% |
| Doubles /BIP | 5.51% | ÷1.018 | ×0.840 | ×1.050 | ×1.012 | 4.83% |
| Triples /BIP | 0.58% | ÷0.953 | ×0.940 | ×1.050 | ×1.012 | 0.61% |
| Home runs /BIP | 1.74% | ÷0.929 | ×0.800 | — | ×1.012 | 1.52% |
Factors used: league row TL. Park (home-season share, regressed): HR 86, 1B 101, 2B 104, 3B 91, K 88, BB 102 — 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 ×1.050.
Result: wOBA .300 → .268; ISO .100 → .087; BABIP .307 → .293. 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).
2011 A+Modesto Nuts · 467 PAwOBA .324 → .279 (−45)K% 15.4% → 21.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.42% | ÷0.975 | ×1.340 | — | — | 21.20% |
| BB% (unintentional) /PA | 6.00% | ÷1.063 | ×0.710 | — | ×0.998 | 4.00% |
| HBP% /PA | 0.86% | — | ×0.790 | — | ×0.998 | 0.68% |
| Singles /BIP | 26.35% | ÷1.033 | ×0.910 | ×1.050 | ×0.998 | 24.33% |
| Doubles /BIP | 6.23% | ÷1.020 | ×0.820 | ×1.050 | ×0.998 | 5.25% |
| Triples /BIP | 1.42% | ÷1.150 | ×0.760 | ×1.050 | ×0.998 | 0.98% |
| Home runs /BIP | 1.42% | ÷0.800 | ×0.920 | — | ×0.998 | 1.63% |
Factors used: league row CAL. Park (home-season share, regressed): HR 60, 1B 107, 2B 104, 3B 130, K 95, BB 113 — 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 ×1.050.
Result: wOBA .324 → .279; ISO .111 → .098; BABIP .340 → .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).
2010 AAsheville Tourists · 440 PAwOBA .285 → .242 (−43)K% 13.0% → 18.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.95% | ÷0.959 | ×1.340 | — | — | 18.11% |
| BB% (unintentional) /PA | 3.41% | ÷1.179 | ×0.660 | — | — | 1.91% |
| HBP% /PA | 0.68% | — | ×0.770 | — | — | 0.52% |
| Singles /BIP | 25.07% | ÷1.044 | ×0.920 | ×1.050 | — | 23.20% |
| Doubles /BIP | 4.46% | ÷1.054 | ×0.820 | ×1.050 | — | 3.64% |
| Triples /BIP | 0.84% | ÷0.900 | ×0.940 | ×1.050 | — | 0.92% |
| Home runs /BIP | 1.11% | ÷1.089 | ×0.820 | — | — | 0.84% |
Factors used: league row SAL. Park (home-season share, regressed): HR 118, 1B 109, 2B 111, 3B 80, K 92, BB 136 — 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 ×1.050.
Result: wOBA .285 → .242; ISO .082 → .067; BABIP .304 → .277. 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).
2009 ROKCasper Ghosts · 153 PAwOBA .310 → .242 (−68)K% 14.4% → 20.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.38% | ÷1.000 | ×1.440 | — | — | 20.71% |
| BB% (unintentional) /PA | 4.58% | ÷1.000 | ×0.610 | — | ×0.985 | 2.75% |
| HBP% /PA | 1.31% | — | ×0.720 | — | ×0.985 | 0.93% |
| Singles /BIP | 26.50% | ÷1.000 | ×0.820 | ×1.050 | ×0.985 | 22.47% |
| Doubles /BIP | 5.98% | ÷1.000 | ×0.720 | ×1.050 | ×0.985 | 4.46% |
| Triples /BIP | 1.71% | ÷1.000 | ×0.720 | ×1.050 | ×0.985 | 1.27% |
| Home runs /BIP | 0.85% | ÷1.000 | ×0.750 | — | ×0.985 | 0.63% |
Factors used: league row PIO. 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 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .310 → .242; ISO .101 → .074; BABIP .345 → .284. 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 — .