Cyle Hankerd
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2016 | 31 | AAA/INTL2 orgs | 672 | .308/.419/.527 | 26 | 1 | 111 | — | .228/.324/.357 |
| 2017 | 32 | AAA/INTL2 orgs | 506 | .302/.399/.495 | 17 | 1 | 104 | — | .258/.331/.429 |
| 2019 | 34 | AAADiablos Rojos… | 161 | .319/.418/.511 | 5 | 0 | 82 | — | .238/.310/.357 |
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) | |||||||||||||||||||||||||||||||
| 2006 | 21 | A+ | Lancaster JetHawks | — | 78 | 65 | 24 | 4 | 0 | 8 | 8 | 9 | 5 | 0 | 0 | 369 | 474 | 800 | 1.274 | 431 | 333 | 12 | 10 | 537 | 200 | — | — | — | — | — | — |
| 2007 | 22 | A+ | Visalia Oaks | — | 446 | 386 | 110 | 27 | 1 | 8 | 35 | 60 | 19 | 2 | 3 | 285 | 373 | 422 | 795 | 137 | 315 | 13 | 8 | 355 | 85 | — | — | — | — | — | — |
| 2008 | 23 | AA | Mobile BayBears | — | 470 | 436 | 107 | 17 | 3 | 5 | 21 | 67 | 9 | 2 | 6 | 245 | 294 | 333 | 627 | 87 | 277 | 14 | 4 | 282 | 50 | — | — | — | — | — | — |
| 2009 | 24 | AA | Mobile BayBears | — | 510 | 440 | 117 | 33 | 1 | 7 | 41 | 80 | 17 | 1 | 5 | 266 | 351 | 393 | 745 | 127 | 302 | 16 | 8 | 330 | 82 | — | — | — | — | — | — |
| 2010 | 25 | AAA | Reno Aces | — | 18 | 15 | 6 | 3 | 0 | 0 | 3 | 1 | 0 | 0 | 0 | 400 | 500 | 600 | 1.100 | 200 | 429 | 6 | 17 | 481 | 149 | — | — | — | — | — | — |
| 2010 | 25 | AA | Mobile BayBears | — | 226 | 192 | 47 | 9 | 0 | 4 | 24 | 30 | 9 | 1 | 1 | 245 | 356 | 354 | 710 | 109 | 270 | 13 | 11 | 327 | 70 | — | — | — | — | — | — |
| 2011 | 26 | A+ | Clearwater Threshers | — | 120 | 109 | 27 | 4 | 1 | 6 | 9 | 15 | 2 | 0 | 0 | 248 | 317 | 468 | 785 | 220 | 239 | 12 | 8 | 346 | 57 | — | — | — | — | — | — |
| 2012 | 27 | A+ | Winston-Salem Dash | — | 309 | 265 | 86 | 24 | 4 | 15 | 16 | 46 | 25 | 6 | 2 | 325 | 415 | 615 | 1.030 | 291 | 343 | 15 | 5 | 443 | 123 | — | — | — | — | — | — |
| 2012 | 27 | A | Kannapolis Intimidators | — | 41 | 32 | 14 | 3 | 0 | 5 | 5 | 7 | 3 | 0 | 0 | 438 | 550 | 1.000 | 1.550 | 562 | 429 | 17 | 12 | 619 | 241 | — | — | — | — | — | — |
| 2013 | 28 | AA | Arkansas Travelers | — | 149 | 127 | 33 | 4 | 0 | 6 | 9 | 35 | 10 | 0 | 0 | 260 | 354 | 433 | 787 | 173 | 307 | 23 | 6 | 349 | 76 | — | — | — | — | — | — |
| 2013 | 28 | INTL | Aguilas del Zulia | — | 32 | 30 | 4 | 1 | 0 | 0 | 1 | 11 | 0 | 0 | 0 | 133 | 161 | 167 | 328 | 33 | 211 | 34 | 3 | 147 | -15 | — | — | — | — | — | — |
| 2014 | 29 | AAA | Leones de Yucatan | — | 196 | 161 | 46 | 10 | 0 | 4 | 20 | 29 | 11 | 0 | 3 | 286 | 401 | 422 | 823 | 137 | 318 | 15 | 10 | 368 | 96 | — | — | — | — | — | — |
| 2015 | 30 | AAA | Diablos Rojos del Mexico | — | 240 | 211 | 81 | 19 | 1 | 22 | 19 | 41 | 9 | 3 | 1 | 384 | 456 | 796 | 1.252 | 412 | 396 | 17 | 8 | 529 | 130 | — | — | — | — | — | — |
| 2015 | 30 | INTL | Mexico | — | 216 | 183 | 55 | 12 | 1 | 7 | 18 | 35 | 10 | 1 | 1 | 301 | 393 | 492 | 885 | 191 | 329 | 16 | 8 | 385 | 147 | — | — | — | — | — | — |
| 2016 | 31 | AAA | Diablos Rojos del Mexico | — | 441 | 363 | 117 | 31 | 1 | 16 | 47 | 72 | 25 | 0 | 1 | 322 | 434 | 545 | 980 | 223 | 359 | 16 | 11 | 427 | 92 | — | — | — | — | — | — |
| 2016 | 31 | INTL | Venados de Mazatlan | — | 231 | 193 | 54 | 9 | 1 | 10 | 26 | 42 | 9 | 1 | 1 | 280 | 390 | 492 | 883 | 212 | 306 | 18 | 11 | 387 | 148 | — | — | — | — | — | — |
| 2017 | 32 | AAA | Toros de Tijuana | — | 398 | 340 | 109 | 23 | 3 | 17 | 41 | 65 | 15 | 1 | 0 | 321 | 417 | 556 | 973 | 235 | 354 | 16 | 10 | 425 | 110 | — | — | — | — | — | — |
| 2017 | 32 | INTL | Venados de Mazatlan | — | 108 | 94 | 22 | 4 | 0 | 0 | 10 | 21 | 4 | 0 | 0 | 234 | 333 | 277 | 610 | 43 | 301 | 19 | 9 | 290 | 83 | — | — | — | — | — | — |
| 2019 | 34 | AAA | Diablos Rojos del Mexico | — | 161 | 135 | 43 | 9 | 1 | 5 | 18 | 36 | 5 | 0 | 0 | 319 | 418 | 511 | 929 | 193 | 392 | 22 | 11 | 405 | 82 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2006 | 21 | A+ MLE | Lancaster JetHawks | — | 78 | 67 | 22 | 3 | 0 | 8 | 6 | 12 | 5 | 0 | 0 | 328 | 423 | 731 | 1.154 | 403 | 301 | 15 | 8 | 464 | 200 | — | — | — | — | — | — |
| 2007 | 22 | A+ MLE | Visalia Oaks | — | 446 | 396 | 96 | 22 | 1 | 7 | 25 | 80 | 19 | 2 | 3 | 242 | 318 | 356 | 674 | 114 | 273 | 18 | 6 | 294 | 85 | — | — | — | — | — | — |
| 2008 | 23 | AA MLE | Mobile BayBears | — | 470 | 443 | 97 | 15 | 3 | 4 | 14 | 82 | 9 | 2 | 6 | 219 | 258 | 293 | 551 | 74 | 253 | 17 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2009 | 24 | AA MLE | Mobile BayBears | — | 510 | 453 | 110 | 31 | 1 | 6 | 28 | 97 | 17 | 1 | 5 | 243 | 311 | 355 | 667 | 113 | 275 | 19 | 5 | 289 | 82 | — | — | — | — | — | — |
| 2010 | 25 | AAA MLE | Reno Aces | — | 18 | 16 | 5 | 2 | 0 | 0 | 2 | 1 | 0 | 0 | 0 | 312 | 389 | 438 | 826 | 125 | 367 | 6 | 11 | 388 | 149 | — | — | — | — | — | — |
| 2010 | 25 | AA MLE | Mobile BayBears | — | 226 | 200 | 44 | 9 | 0 | 3 | 16 | 37 | 9 | 1 | 1 | 220 | 307 | 310 | 617 | 90 | 250 | 16 | 7 | 271 | 70 | — | — | — | — | — | — |
| 2011 | 26 | A+ MLE | Clearwater Threshers | — | 120 | 112 | 21 | 3 | 1 | 4 | 6 | 21 | 2 | 0 | 0 | 188 | 242 | 339 | 581 | 152 | 195 | 18 | 5 | 252 | 57 | — | — | — | — | — | — |
| 2012 | 27 | A+ MLE | Winston-Salem Dash | — | 309 | 273 | 71 | 19 | 3 | 13 | 8 | 67 | 25 | 6 | 2 | 260 | 340 | 495 | 834 | 234 | 284 | 22 | 3 | 350 | 123 | — | — | — | — | — | — |
| 2012 | 27 | A MLE | Kannapolis Intimidators | — | 41 | 35 | 13 | 3 | 0 | 5 | 2 | 9 | 3 | 0 | 0 | 371 | 450 | 886 | 1.336 | 514 | 343 | 22 | 5 | 525 | 241 | — | — | — | — | — | — |
| 2013 | 28 | AA MLE | Arkansas Travelers | — | 149 | 131 | 28 | 3 | 0 | 5 | 6 | 43 | 10 | 0 | 0 | 214 | 299 | 351 | 650 | 137 | 258 | 29 | 4 | 280 | 76 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Leones de Yucatan | — | 196 | 168 | 41 | 8 | 0 | 3 | 13 | 36 | 11 | 0 | 3 | 244 | 339 | 345 | 684 | 101 | 276 | 18 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | Diablos Rojos del Mexico | — | 240 | 219 | 59 | 13 | 1 | 14 | 11 | 55 | 9 | 3 | 1 | 269 | 331 | 530 | 860 | 260 | 292 | 23 | 5 | 360 | 130 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | Diablos Rojos del Mexico | — | 441 | 381 | 87 | 20 | 1 | 9 | 29 | 97 | 25 | 0 | 1 | 228 | 324 | 357 | 681 | 129 | 270 | 22 | 7 | 304 | 92 | — | — | — | — | — | — |
| 2017 | 32 | AAA MLE | Toros de Tijuana | — | 398 | 357 | 92 | 18 | 2 | 13 | 24 | 78 | 15 | 1 | 0 | 258 | 331 | 429 | 759 | 171 | 291 | 20 | 6 | 331 | 110 | — | — | — | — | — | — |
| 2019 | 34 | AAA MLE | Diablos Rojos del Mexico | — | 161 | 143 | 34 | 6 | 1 | 3 | 10 | 50 | 5 | 0 | 0 | 238 | 310 | 357 | 667 | 119 | 311 | 31 | 6 | 289 | 82 | — | — | — | — | — | — |
| 2006 | 21 | A+ MLE | Lancaster JetHawks | — | 78 | 67 | 22 | 3 | 0 | 8 | 6 | 12 | 5 | 0 | 0 | 328 | 423 | 731 | 1.154 | 403 | 298 | 15 | 8 | 464 | 200 | — | — | — | — | — | — |
| 2006 | 21 | A+ RAW | Lancaster JetHawks | — | 78 | 65 | 24 | 4 | 0 | 8 | 8 | 9 | 5 | 0 | 0 | 369 | 474 | 800 | 1.274 | 431 | 333 | 12 | 10 | 537 | 200 | — | — | — | — | — | — |
| 2007 | 22 | A+ MLE | Visalia Oaks | — | 446 | 396 | 96 | 22 | 1 | 7 | 25 | 80 | 19 | 2 | 3 | 242 | 318 | 356 | 674 | 114 | 283 | 18 | 6 | 294 | 85 | — | — | — | — | — | — |
| 2007 | 22 | A+ RAW | Visalia Oaks | — | 446 | 386 | 110 | 27 | 1 | 8 | 35 | 60 | 19 | 2 | 3 | 285 | 373 | 422 | 795 | 137 | 315 | 13 | 8 | 355 | 85 | — | — | — | — | — | — |
| 2008 | 23 | AA MLE | Mobile BayBears | — | 470 | 443 | 97 | 15 | 3 | 4 | 14 | 82 | 9 | 2 | 6 | 219 | 258 | 293 | 551 | 74 | 258 | 17 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2008 | 23 | AA RAW | Mobile BayBears | — | 470 | 436 | 107 | 17 | 3 | 5 | 21 | 67 | 9 | 2 | 6 | 245 | 294 | 333 | 627 | 87 | 277 | 14 | 4 | 282 | 50 | — | — | — | — | — | — |
| 2009 | 24 | AA MLE | Mobile BayBears | — | 510 | 453 | 110 | 31 | 1 | 6 | 28 | 97 | 17 | 1 | 5 | 243 | 311 | 355 | 667 | 113 | 288 | 19 | 5 | 289 | 82 | — | — | — | — | — | — |
| 2009 | 24 | AA RAW | Mobile BayBears | — | 510 | 440 | 117 | 33 | 1 | 7 | 41 | 80 | 17 | 1 | 5 | 266 | 351 | 393 | 745 | 127 | 302 | 16 | 8 | 330 | 82 | — | — | — | — | — | — |
| 2010 | 25 | AA MLE | 2 teams | — | 244 | 216 | 49 | 11 | 0 | 3 | 18 | 38 | 9 | 1 | 1 | 227 | 313 | 319 | 632 | 93 | 261 | 16 | 7 | 280 | 75 | — | — | — | — | — | — |
| 2010 | 25 | AA RAW | 2 teams | — | 244 | 207 | 53 | 12 | 0 | 4 | 27 | 31 | 9 | 1 | 1 | 256 | 366 | 372 | 738 | 116 | 283 | 13 | 11 | 339 | 75 | — | — | — | — | — | — |
| 2011 | 26 | A+ MLE | Clearwater Threshers | — | 120 | 112 | 21 | 3 | 1 | 4 | 6 | 21 | 2 | 0 | 0 | 188 | 242 | 339 | 581 | 152 | 195 | 18 | 5 | 252 | 57 | — | — | — | — | — | — |
| 2011 | 26 | A+ RAW | Clearwater Threshers | — | 120 | 109 | 27 | 4 | 1 | 6 | 9 | 15 | 2 | 0 | 0 | 248 | 317 | 468 | 785 | 220 | 239 | 12 | 8 | 346 | 57 | — | — | — | — | — | — |
| 2012 | 27 | A+ MLE | 2 teams | — | 350 | 307 | 84 | 22 | 3 | 18 | 11 | 76 | 28 | 6 | 2 | 274 | 355 | 541 | 896 | 267 | 304 | 22 | 3 | 370 | 137 | — | — | — | — | — | — |
| 2012 | 27 | A+ RAW | 2 teams | — | 350 | 297 | 100 | 27 | 4 | 20 | 21 | 53 | 28 | 6 | 2 | 337 | 431 | 657 | 1.087 | 320 | 351 | 15 | 6 | 464 | 137 | — | — | — | — | — | — |
| 2013 | 28 | AA MLE | 2 teams | — | 181 | 161 | 34 | 4 | 0 | 6 | 7 | 52 | 10 | 0 | 0 | 211 | 287 | 348 | 634 | 137 | 267 | 29 | 4 | 280 | 76 | — | — | — | — | — | — |
| 2013 | 28 | AA RAW | 2 teams | — | 181 | 157 | 37 | 5 | 0 | 6 | 10 | 46 | 10 | 0 | 0 | 236 | 320 | 382 | 702 | 146 | 290 | 25 | 6 | 314 | 76 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Leones de Yucatan | — | 196 | 168 | 41 | 8 | 0 | 3 | 13 | 36 | 11 | 0 | 3 | 244 | 339 | 345 | 684 | 101 | 286 | 18 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2014 | 29 | AAA RAW | Leones de Yucatan | — | 196 | 161 | 46 | 10 | 0 | 4 | 20 | 29 | 11 | 0 | 3 | 286 | 401 | 422 | 823 | 137 | 318 | 15 | 10 | 368 | 96 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | 2 teams | — | 456 | 411 | 112 | 24 | 1 | 27 | 20 | 104 | 19 | 4 | 2 | 273 | 336 | 533 | 868 | 260 | 297 | 23 | 4 | 360 | 130 | — | — | — | — | — | — |
| 2015 | 30 | AAA RAW | 2 teams | — | 456 | 394 | 136 | 31 | 2 | 29 | 37 | 76 | 19 | 4 | 2 | 345 | 427 | 655 | 1.081 | 310 | 363 | 17 | 8 | 461 | 130 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | 2 teams | — | 672 | 585 | 132 | 30 | 1 | 14 | 44 | 147 | 34 | 1 | 2 | 226 | 317 | 352 | 669 | 126 | 273 | 22 | 7 | 304 | 92 | — | — | — | — | — | — |
| 2016 | 31 | AAA RAW | 2 teams | — | 672 | 556 | 171 | 40 | 2 | 26 | 73 | 114 | 34 | 1 | 2 | 308 | 419 | 527 | 946 | 219 | 341 | 17 | 11 | 413 | 92 | — | — | — | — | — | — |
| 2017 | 32 | AAA MLE | 2 teams | — | 506 | 454 | 118 | 23 | 3 | 17 | 31 | 99 | 19 | 1 | 0 | 260 | 333 | 436 | 769 | 176 | 297 | 20 | 6 | 331 | 110 | — | — | — | — | — | — |
| 2017 | 32 | AAA RAW | 2 teams | — | 506 | 434 | 131 | 27 | 3 | 17 | 51 | 86 | 19 | 1 | 0 | 302 | 399 | 495 | 894 | 194 | 342 | 17 | 10 | 396 | 110 | — | — | — | — | — | — |
| 2019 | 34 | AAA MLE | Diablos Rojos del Mexico | — | 161 | 143 | 34 | 6 | 1 | 3 | 10 | 50 | 5 | 0 | 0 | 238 | 310 | 357 | 667 | 119 | 333 | 31 | 6 | 289 | 82 | — | — | — | — | — | — |
| 2019 | 34 | AAA RAW | Diablos Rojos del Mexico | — | 161 | 135 | 43 | 9 | 1 | 5 | 18 | 36 | 5 | 0 | 0 | 319 | 418 | 511 | 929 | 193 | 392 | 22 | 11 | 405 | 82 | — | — | — | — | — | — |
| 2006 | 21 | A+ MLE | Lancaster JetHawks | — | 78 | 67 | 22 | 3 | 0 | 8 | 6 | 12 | 5 | 0 | 0 | 328 | 423 | 731 | 1.154 | 403 | 301 | 15 | 8 | 464 | 200 | — | — | — | — | — | — |
| 2007 | 22 | A+ MLE | Visalia Oaks | — | 446 | 399 | 96 | 22 | 1 | 7 | 25 | 80 | 19 | 2 | 3 | 241 | 318 | 353 | 672 | 113 | 273 | 18 | 6 | 294 | 85 | — | — | — | — | — | — |
| 2008 | 23 | AA MLE | Mobile BayBears | — | 470 | 444 | 97 | 15 | 3 | 4 | 14 | 82 | 9 | 2 | 6 | 218 | 258 | 293 | 550 | 74 | 253 | 17 | 3 | 242 | 50 | — | — | — | — | — | — |
| 2009 | 24 | AA MLE | Mobile BayBears | — | 510 | 460 | 110 | 31 | 1 | 6 | 28 | 97 | 17 | 1 | 5 | 239 | 311 | 350 | 661 | 111 | 275 | 19 | 5 | 289 | 82 | — | — | — | — | — | — |
| 2010 | 25 | AA MLE | 2 teams | — | 244 | 215 | 49 | 11 | 0 | 3 | 18 | 38 | 9 | 1 | 1 | 228 | 313 | 321 | 634 | 93 | 259 | 16 | 7 | 280 | 75 | — | — | — | — | — | — |
| 2011 | 26 | A+ MLE | Clearwater Threshers | — | 120 | 111 | 21 | 3 | 1 | 4 | 6 | 21 | 2 | 0 | 0 | 189 | 242 | 342 | 584 | 153 | 195 | 18 | 5 | 252 | 57 | — | — | — | — | — | — |
| 2012 | 27 | A+ MLE | 2 teams | — | 350 | 308 | 84 | 22 | 3 | 18 | 11 | 76 | 28 | 6 | 2 | 273 | 355 | 539 | 894 | 266 | 291 | 22 | 3 | 370 | 137 | — | — | — | — | — | — |
| 2013 | 28 | AA MLE | 2 teams | — | 181 | 162 | 34 | 4 | 0 | 6 | 7 | 52 | 10 | 0 | 0 | 210 | 287 | 346 | 632 | 136 | 258 | 29 | 4 | 280 | 76 | — | — | — | — | — | — |
| 2014 | 29 | AAA MLE | Leones de Yucatan | — | 196 | 170 | 41 | 8 | 0 | 3 | 13 | 36 | 11 | 0 | 3 | 241 | 339 | 341 | 680 | 100 | 276 | 18 | 7 | 310 | 96 | — | — | — | — | — | — |
| 2015 | 30 | AAA MLE | 2 teams | — | 456 | 414 | 112 | 24 | 1 | 27 | 20 | 104 | 19 | 4 | 2 | 271 | 336 | 529 | 865 | 258 | 292 | 23 | 4 | 360 | 130 | — | — | — | — | — | — |
| 2016 | 31 | AAA MLE | 2 teams | — | 672 | 589 | 132 | 30 | 1 | 14 | 44 | 147 | 34 | 1 | 2 | 224 | 317 | 350 | 666 | 126 | 270 | 22 | 7 | 304 | 92 | — | — | — | — | — | — |
| 2017 | 32 | AAA MLE | 2 teams | — | 506 | 451 | 118 | 23 | 3 | 17 | 31 | 99 | 19 | 1 | 0 | 262 | 333 | 439 | 772 | 177 | 291 | 20 | 6 | 331 | 110 | — | — | — | — | — | — |
| 2019 | 34 | AAA MLE | Diablos Rojos del Mexico | — | 161 | 145 | 34 | 6 | 1 | 3 | 10 | 50 | 5 | 0 | 0 | 234 | 310 | 352 | 662 | 117 | 311 | 31 | 6 | 289 | 82 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 4390 | 3916 | 950 | 202 | 15 | 120 | 233 | 894 | 187 | 18 | 24 | 243 | 316 | 394 | 710 | 151 | 281 | 20 | 5 | 308 | 94 | -30 | -6 | +0 | -47 | +95 | 1.3 | |
| / 162G | — | MLE | — | 650 | 580 | 141 | 30 | 2 | 18 | 34 | 132 | 28 | 3 | 4 | 243 | 316 | 395 | 711 | 152 | 281 | 20 | 5 | 308 | 94 | -4 | -1 | +0 | -7 | +14 | 0.2 | |
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.
2019 AAADiablos Rojos del Mexico · 161 PAwOBA .398 → .289 (−109)K% 22.4% → 30.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 22.36% | ÷0.871 | ×1.200 | — | — | 30.80% |
| BB% (unintentional) /PA | 9.94% | ÷1.035 | ×0.690 | — | ×0.940 | 6.23% |
| HBP% /PA | 3.11% | — | ×0.940 | — | ×0.940 | 2.74% |
| Singles /BIP | 28.28% | ÷1.013 | ×0.930 | — | ×0.940 | 24.41% |
| Doubles /BIP | 9.09% | ÷1.185 | ×0.830 | — | ×0.940 | 5.99% |
| Triples /BIP | 1.01% | ÷1.150 | ×0.920 | — | ×0.940 | 0.76% |
| Home runs /BIP | 5.05% | ÷1.116 | ×0.700 | — | ×0.940 | 2.98% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 123, 1B 103, 2B 137, 3B 130, K 74, BB 107 — applied at half strength. Age: age 34 vs a level average of 27.2 → −6.0% on BB/HBP/hit rates (6.8 yr older than average).
Result: wOBA .398 → .289; ISO .193 → .118; BABIP .392 → .311. 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).
2017 AAAToros de Tijuana · 398 PAwOBA .414 → .331 (−83)K% 16.3% → 19.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.33% | ÷0.999 | ×1.200 | — | — | 19.62% |
| BB% (unintentional) /PA | 9.55% | ÷1.033 | ×0.690 | — | ×0.952 | 6.07% |
| HBP% /PA | 3.77% | — | ×0.940 | — | ×0.952 | 3.37% |
| Singles /BIP | 24.00% | ÷0.988 | ×0.930 | ×0.968 | ×0.952 | 20.81% |
| Doubles /BIP | 8.36% | ÷1.007 | ×0.830 | ×0.968 | ×0.952 | 6.35% |
| Triples /BIP | 1.09% | ÷1.150 | ×0.920 | ×0.968 | ×0.952 | 0.80% |
| Home runs /BIP | 6.18% | ÷0.892 | ×0.700 | — | ×0.952 | 4.62% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 78, 1B 98, 2B 101, 3B 130, K 100, BB 107 — applied at half strength. Age: age 32 vs a level average of 27.2 → −4.8% on BB/HBP/hit rates (4.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.968.
Result: wOBA .414 → .331; ISO .235 → .181; BABIP .354 → .291. 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).
2016 AAADiablos Rojos del Mexico · 441 PAwOBA .420 → .304 (−116)K% 16.3% → 21.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.33% | ÷0.894 | ×1.200 | — | — | 21.91% |
| BB% (unintentional) /PA | 9.98% | ÷1.001 | ×0.690 | — | ×0.962 | 6.61% |
| HBP% /PA | 5.67% | — | ×0.940 | — | ×0.962 | 5.13% |
| Singles /BIP | 23.71% | ÷1.027 | ×0.930 | ×0.950 | ×0.962 | 19.62% |
| Doubles /BIP | 10.65% | ÷1.188 | ×0.830 | ×0.950 | ×0.962 | 6.80% |
| Triples /BIP | 0.34% | ÷1.150 | ×0.920 | ×0.950 | ×0.962 | 0.25% |
| Home runs /BIP | 5.50% | ÷1.183 | ×0.700 | — | ×0.962 | 3.13% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 137, 1B 105, 2B 138, 3B 130, K 79, BB 100 — applied at half strength. Age: age 31 vs a level average of 27.2 → −3.8% on BB/HBP/hit rates (3.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .420 → .304; ISO .223 → .135; BABIP .359 → .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).
2015 AAADiablos Rojos del Mexico · 240 PAwOBA .516 → .360 (−156)K% 17.1% → 22.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.08% | ÷0.900 | ×1.200 | — | — | 22.78% |
| BB% (unintentional) /PA | 7.92% | ÷1.204 | ×0.690 | — | ×0.972 | 4.41% |
| HBP% /PA | 3.75% | — | ×0.940 | — | ×0.972 | 3.43% |
| Singles /BIP | 22.94% | ÷1.045 | ×0.930 | ×0.950 | ×0.972 | 18.85% |
| Doubles /BIP | 11.18% | ÷1.122 | ×0.830 | ×0.950 | ×0.972 | 7.64% |
| Triples /BIP | 0.59% | ÷1.123 | ×0.920 | ×0.950 | ×0.972 | 0.44% |
| Home runs /BIP | 12.94% | ÷1.043 | ×0.700 | — | ×0.972 | 8.44% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 109, 1B 109, 2B 124, 3B 125, K 80, BB 141 — applied at half strength. Age: age 30 vs a level average of 27.2 → −2.8% on BB/HBP/hit rates (2.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .516 → .360; ISO .412 → .267; BABIP .396 → .292. 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 AAALeones de Yucatan · 196 PAwOBA .363 → .310 (−53)K% 14.8% → 18.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.80% | ÷0.971 | ×1.200 | — | — | 18.29% |
| BB% (unintentional) /PA | 9.18% | ÷0.921 | ×0.690 | — | ×0.982 | 6.76% |
| HBP% /PA | 5.61% | — | ×0.940 | — | ×0.982 | 5.18% |
| Singles /BIP | 24.24% | ÷0.969 | ×0.930 | ×0.950 | ×0.982 | 21.71% |
| Doubles /BIP | 7.58% | ÷0.970 | ×0.830 | ×0.950 | ×0.982 | 6.05% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.920 | ×0.950 | ×0.982 | 0.00% |
| Home runs /BIP | 3.03% | ÷0.947 | ×0.700 | — | ×0.982 | 2.20% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 89, 1B 94, 2B 94, 3B 130, K 94, BB 84 — applied at half strength. Age: age 29 vs a level average of 27.2 → −1.8% on BB/HBP/hit rates (1.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .363 → .310; ISO .137 → .107; BABIP .318 → .276. 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 AAArkansas Travelers · 149 PAwOBA .345 → .280 (−65)K% 23.5% → 28.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.49% | ÷0.990 | ×1.220 | — | — | 28.94% |
| BB% (unintentional) /PA | 6.04% | ÷1.063 | ×0.700 | — | ×0.968 | 3.85% |
| HBP% /PA | 6.71% | — | ×0.870 | — | ×0.968 | 5.65% |
| Singles /BIP | 25.00% | ÷0.981 | ×0.920 | ×0.950 | ×0.968 | 21.56% |
| Doubles /BIP | 4.35% | ÷0.982 | ×0.840 | ×0.950 | ×0.968 | 3.42% |
| Triples /BIP | 0.00% | ÷0.943 | ×0.940 | ×0.950 | ×0.968 | 0.00% |
| Home runs /BIP | 6.52% | ÷0.951 | ×0.800 | — | ×0.968 | 5.31% |
Factors used: league row TL. Park (home-season share, regressed): HR 90, 1B 96, 2B 96, 3B 89, K 98, BB 113 — applied at half strength. Age: age 28 vs a level average of 24.8 → −3.2% on BB/HBP/hit rates (3.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .345 → .280; ISO .173 → .140; BABIP .307 → .258. 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 A+Winston-Salem Dash · 309 PAwOBA .433 → .350 (−83)K% 14.9% → 21.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.89% | ÷0.974 | ×1.420 | — | — | 21.70% |
| BB% (unintentional) /PA | 4.53% | ÷1.016 | ×0.630 | — | ×0.958 | 2.69% |
| HBP% /PA | 8.09% | — | ×0.860 | — | ×0.958 | 6.67% |
| Singles /BIP | 19.63% | ÷1.034 | ×0.940 | ×0.983 | ×0.958 | 16.80% |
| Doubles /BIP | 10.96% | ÷0.958 | ×0.830 | ×0.983 | ×0.958 | 8.93% |
| Triples /BIP | 1.83% | ÷1.030 | ×0.800 | ×0.983 | ×0.958 | 1.34% |
| Home runs /BIP | 6.85% | ÷0.960 | ×0.900 | — | ×0.958 | 6.15% |
Factors used: league row CAR. Park (home-season share, regressed): HR 92, 1B 107, 2B 92, 3B 106, K 95, BB 103 — applied at half strength. Age: age 27 vs a level average of 22.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.983.
Result: wOBA .433 → .350; ISO .291 → .242; BABIP .343 → .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).
2012 AKannapolis Intimidators · 41 PAwOBA .614 → .525 (−90)K% 17.1% → 22.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.07% | ÷1.002 | ×1.340 | — | — | 22.84% |
| BB% (unintentional) /PA | 9.76% | ÷1.060 | ×0.660 | — | ×0.950 | 5.77% |
| HBP% /PA | 7.32% | — | ×0.770 | — | ×0.950 | 5.35% |
| Singles /BIP | 24.00% | ÷1.039 | ×0.920 | — | ×0.950 | 20.20% |
| Doubles /BIP | 12.00% | ÷0.983 | ×0.820 | — | ×0.950 | 9.51% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.940 | — | ×0.950 | 0.00% |
| Home runs /BIP | 20.00% | ÷0.917 | ×0.820 | — | ×0.950 | 17.00% |
Factors used: league row SAL. Park (home-season share, regressed): HR 83, 1B 108, 2B 97, 3B 130, K 100, BB 112 — applied at half strength. Age: age 27 vs a level average of 22.0 → −5.0% on BB/HBP/hit rates (5.0 yr older than average).
Result: wOBA .614 → .525; ISO .562 → .512; BABIP .429 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .