Danny Richar
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2015 | 32 | AAA/INTL2 orgs | 513 | .352/.429/.530 | 13 | 22 | 109 | — | .284/.333/.390 |
| 2016 | 33 | AAA/INTL2 orgs | 179 | .212/.284/.269 | 0 | 1 | 39 | — | .200/.245/.252 |
| 2017 | 34 | INTLLeones del Es… | 131 | .288/.383/.414 | 2 | 0 | 125 | — |
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) | |||||||||||||||||||||||||||||||
| 2005 | 22 | A+ | Lancaster JetHawks | — | 503 | 454 | 136 | 32 | 8 | 20 | 32 | 64 | 3 | 9 | 3 | 300 | 350 | 537 | 887 | 238 | 310 | 13 | 6 | 376 | 105 | — | — | — | — | — | — |
| 2006 | 23 | AA | Tennessee Smokies | — | 548 | 480 | 140 | 25 | 5 | 8 | 52 | 77 | 3 | 15 | 5 | 292 | 364 | 415 | 779 | 123 | 328 | 14 | 9 | 342 | 93 | — | — | — | — | — | — |
| 2007 | 24 | MLB | Chicago White Sox | — | 206 | 187 | 43 | 9 | 3 | 6 | 16 | 33 | 0 | 1 | 3 | 230 | 291 | 406 | 697 | 176 | 248 | 16 | 8 | 304 | 92 | -2 | -1 | -3 | +2 | +4 | 0.1 |
| 2007 | 24 | AAA | Charlotte Knights | — | 444 | 400 | 122 | 25 | 8 | 13 | 37 | 71 | 2 | 8 | 5 | 305 | 367 | 505 | 872 | 200 | 343 | 16 | 8 | 379 | 115 | — | — | — | — | — | — |
| 2008 | 25 | MLB | Cincinnati Reds | — | 37 | 36 | 8 | 2 | 0 | 0 | 0 | 9 | 0 | 1 | 0 | 222 | 222 | 278 | 500 | 56 | 296 | 24 | 0 | 216 | 32 | -3 | +0 | -1 | +2 | +1 | -0.1 |
| 2008 | 25 | AAA | Louisville Bats | — | 400 | 362 | 94 | 21 | 3 | 11 | 31 | 71 | 3 | 14 | 5 | 260 | 323 | 425 | 749 | 166 | 293 | 18 | 8 | 330 | 79 | — | — | — | — | — | — |
| 2009 | 26 | AAA | Louisville Bats | — | 181 | 169 | 49 | 11 | 1 | 4 | 10 | 17 | 0 | 2 | 3 | 290 | 330 | 438 | 767 | 148 | 304 | 9 | 6 | 336 | 82 | — | — | — | — | — | — |
| 2010 | 27 | AAA | New Orleans Zephyrs | — | 498 | 467 | 147 | 29 | 0 | 7 | 19 | 74 | 1 | 7 | 4 | 315 | 343 | 422 | 765 | 107 | 360 | 15 | 4 | 334 | 83 | — | — | — | — | — | — |
| 2010 | 27 | INTL | Dominican Republic | — | 199 | 176 | 43 | 9 | 1 | 1 | 20 | 25 | 1 | 10 | 1 | 244 | 325 | 324 | 649 | 80 | 280 | 13 | 10 | 296 | 86 | — | — | — | — | — | — |
| 2011 | 28 | INTL | Toros del Este | — | 139 | 122 | 25 | 4 | 0 | 1 | 13 | 24 | 1 | 2 | 2 | 205 | 287 | 262 | 549 | 57 | 242 | 17 | 9 | 253 | 57 | — | — | — | — | — | — |
| 2012 | 29 | INTL | Estrellas de Oriente | — | 19 | 15 | 4 | 0 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 267 | 421 | 267 | 688 | 308 | 11 | 16 | 339 | 116 | — | — | — | — | — | — | |
| 2014 | 31 | INTL | Aguilas Cibaenas | — | 61 | 57 | 17 | 2 | 0 | 4 | 4 | 15 | 0 | 1 | 1 | 298 | 344 | 544 | 888 | 246 | 342 | 25 | 7 | 387 | 148 | — | — | — | — | — | — |
| 2015 | 32 | AAA | Rieleros de Aguascalientes | — | 471 | 413 | 145 | 26 | 6 | 12 | 53 | 70 | 2 | 22 | 3 | 351 | 427 | 530 | 958 | 179 | 398 | 15 | 11 | 420 | 103 | — | — | — | — | — | — |
| 2015 | 32 | INTL | Aguilas Cibaenas | — | 42 | 36 | 13 | 3 | 0 | 1 | 6 | 4 | 0 | 0 | 1 | 361 | 452 | 528 | 980 | 167 | 387 | 10 | 14 | 435 | 180 | — | — | — | — | — | — |
| 2016 | 33 | AAA | Toros de Tijuana | — | 146 | 131 | 29 | 6 | 1 | 0 | 11 | 27 | 1 | 1 | 2 | 221 | 287 | 282 | 569 | 61 | 274 | 18 | 8 | 258 | 38 | — | — | — | — | — | — |
| 2016 | 33 | INTL | Aguilas Cibaenas | — | 33 | 29 | 5 | 1 | 0 | 0 | 4 | 6 | 0 | 0 | 0 | 172 | 273 | 207 | 480 | 34 | 217 | 18 | 12 | 233 | 44 | — | — | — | — | — | — |
| 2017 | 34 | INTL | Leones del Escogido | — | 131 | 111 | 32 | 4 | 2 | 2 | 15 | 30 | 2 | 0 | 2 | 288 | 383 | 414 | 797 | 126 | 370 | 23 | 11 | 353 | 125 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 243 | 223 | 51 | 11 | 3 | 6 | 16 | 42 | 0 | 2 | 3 | 229 | 280 | 386 | 666 | 157 | 256 | 17 | 7 | 291 | 83 | -5 | -1 | -4 | +4 | +5 | -0.0 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 22 | A+ MLE | Lancaster JetHawks | — | 503 | 463 | 123 | 27 | 6 | 19 | 23 | 86 | 3 | 9 | 3 | 266 | 305 | 473 | 778 | 207 | 277 | 17 | 5 | 323 | 105 | — | — | — | — | — | — |
| 2006 | 23 | AA MLE | Tennessee Smokies | — | 548 | 497 | 136 | 24 | 5 | 7 | 35 | 94 | 3 | 15 | 5 | 274 | 325 | 384 | 710 | 111 | 308 | 17 | 6 | 305 | 93 | — | — | — | — | — | — |
| 2007 | 24 | MLB MLE | Chicago White Sox | — | 206 | 187 | 43 | 9 | 3 | 6 | 16 | 33 | 0 | 1 | 3 | 230 | 291 | 406 | 697 | 176 | 248 | 16 | 8 | 304 | 92 | -2 | -1 | -3 | +2 | +4 | 0.1 |
| 2007 | 24 | AAA MLE | Charlotte Knights | — | 444 | 413 | 117 | 22 | 8 | 12 | 24 | 85 | 2 | 8 | 5 | 283 | 326 | 462 | 788 | 179 | 327 | 19 | 5 | 338 | 115 | — | — | — | — | — | — |
| 2008 | 25 | MLB MLE | Cincinnati Reds | — | 37 | 36 | 8 | 2 | 0 | 0 | 0 | 9 | 0 | 1 | 0 | 222 | 222 | 278 | 500 | 56 | 296 | 24 | 0 | 216 | 32 | -3 | +0 | -1 | +2 | +1 | -0.1 |
| 2008 | 25 | AAA MLE | Louisville Bats | — | 400 | 372 | 88 | 18 | 3 | 10 | 21 | 85 | 3 | 14 | 5 | 237 | 283 | 382 | 665 | 145 | 274 | 21 | 5 | 285 | 79 | — | — | — | — | — | — |
| 2009 | 26 | AAA MLE | Louisville Bats | — | 181 | 172 | 44 | 9 | 1 | 3 | 7 | 20 | 0 | 2 | 3 | 256 | 285 | 372 | 657 | 116 | 276 | 11 | 4 | 289 | 82 | — | — | — | — | — | — |
| 2010 | 27 | AAA MLE | New Orleans Zephyrs | — | 498 | 473 | 134 | 25 | 0 | 6 | 13 | 91 | 1 | 7 | 4 | 283 | 304 | 374 | 678 | 91 | 327 | 18 | 3 | 291 | 83 | — | — | — | — | — | — |
| 2015 | 32 | AAA MLE | Rieleros de Aguascalientes | — | 471 | 436 | 124 | 21 | 5 | 5 | 30 | 93 | 2 | 22 | 3 | 284 | 333 | 390 | 723 | 106 | 343 | 20 | 6 | 320 | 103 | — | — | — | — | — | — |
| 2016 | 33 | AAA MLE | Toros de Tijuana | — | 146 | 135 | 27 | 5 | 1 | 0 | 7 | 31 | 1 | 1 | 2 | 200 | 245 | 252 | 497 | 52 | 251 | 21 | 5 | 224 | 38 | — | — | — | — | — | — |
| 2005 | 22 | A+ MLE | Lancaster JetHawks | — | 503 | 463 | 123 | 27 | 6 | 19 | 23 | 86 | 3 | 9 | 3 | 266 | 305 | 473 | 778 | 207 | 287 | 17 | 5 | 323 | 105 | — | — | — | — | — | — |
| 2005 | 22 | A+ RAW | Lancaster JetHawks | — | 503 | 454 | 136 | 32 | 8 | 20 | 32 | 64 | 3 | 9 | 3 | 300 | 350 | 537 | 887 | 238 | 310 | 13 | 6 | 376 | 105 | — | — | — | — | — | — |
| 2006 | 23 | AA MLE | Tennessee Smokies | — | 548 | 497 | 136 | 24 | 5 | 7 | 35 | 94 | 3 | 15 | 5 | 274 | 325 | 384 | 710 | 111 | 320 | 17 | 6 | 305 | 93 | — | — | — | — | — | — |
| 2006 | 23 | AA RAW | Tennessee Smokies | — | 548 | 480 | 140 | 25 | 5 | 8 | 52 | 77 | 3 | 15 | 5 | 292 | 364 | 415 | 779 | 123 | 328 | 14 | 9 | 342 | 93 | — | — | — | — | — | — |
| 2007 | 24 | AAA MLE | 2 teams | — | 650 | 600 | 160 | 31 | 11 | 18 | 40 | 118 | 2 | 9 | 8 | 267 | 315 | 445 | 760 | 178 | 304 | 18 | 6 | 327 | 108 | — | — | — | — | — | — |
| 2007 | 24 | AAA RAW | 2 teams | — | 650 | 587 | 165 | 34 | 11 | 19 | 53 | 104 | 2 | 9 | 8 | 281 | 343 | 474 | 816 | 193 | 313 | 16 | 8 | 355 | 108 | — | — | — | — | — | — |
| 2008 | 25 | AAA MLE | 2 teams | — | 437 | 408 | 96 | 20 | 3 | 10 | 21 | 94 | 3 | 15 | 5 | 235 | 278 | 373 | 650 | 137 | 280 | 22 | 5 | 279 | 75 | — | — | — | — | — | — |
| 2008 | 25 | AAA RAW | 2 teams | — | 437 | 398 | 102 | 23 | 3 | 11 | 31 | 80 | 3 | 15 | 5 | 256 | 315 | 412 | 727 | 156 | 294 | 18 | 7 | 320 | 75 | — | — | — | — | — | — |
| 2009 | 26 | AAA MLE | Louisville Bats | — | 181 | 172 | 44 | 9 | 1 | 3 | 7 | 20 | 0 | 2 | 3 | 256 | 285 | 372 | 657 | 116 | 275 | 11 | 4 | 289 | 82 | — | — | — | — | — | — |
| 2009 | 26 | AAA RAW | Louisville Bats | — | 181 | 169 | 49 | 11 | 1 | 4 | 10 | 17 | 0 | 2 | 3 | 290 | 330 | 438 | 767 | 148 | 304 | 9 | 6 | 336 | 82 | — | — | — | — | — | — |
| 2010 | 27 | AAA MLE | 2 teams | — | 697 | 663 | 187 | 35 | 0 | 8 | 19 | 127 | 2 | 17 | 5 | 282 | 304 | 371 | 675 | 89 | 337 | 18 | 3 | 291 | 83 | — | — | — | — | — | — |
| 2010 | 27 | AAA RAW | 2 teams | — | 697 | 643 | 190 | 38 | 1 | 8 | 39 | 99 | 2 | 17 | 5 | 295 | 338 | 395 | 733 | 100 | 338 | 14 | 6 | 323 | 83 | — | — | — | — | — | — |
| 2011 | 28 | INTL MLE | Toros del Este | — | 139 | 122 | 25 | 4 | 0 | 1 | 13 | 24 | 1 | 2 | 2 | 205 | 287 | 262 | 549 | 57 | 242 | 17 | 9 | — | — | — | — | — | — | — | — |
| 2011 | 28 | INTL RAW | Toros del Este | — | 139 | 122 | 25 | 4 | 0 | 1 | 13 | 24 | 1 | 2 | 2 | 205 | 287 | 262 | 549 | 57 | 242 | 17 | 9 | 253 | 57 | — | — | — | — | — | — |
| 2012 | 29 | INTL MLE | Estrellas de Oriente | — | 19 | 15 | 4 | 0 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 267 | 421 | 267 | 688 | 308 | 11 | 16 | — | — | — | — | — | — | — | — | |
| 2012 | 29 | INTL RAW | Estrellas de Oriente | — | 19 | 15 | 4 | 0 | 0 | 0 | 3 | 2 | 1 | 0 | 0 | 267 | 421 | 267 | 688 | 308 | 11 | 16 | 339 | 116 | — | — | — | — | — | — | |
| 2014 | 31 | INTL MLE | Aguilas Cibaenas | — | 61 | 57 | 17 | 2 | 0 | 4 | 4 | 15 | 0 | 1 | 1 | 298 | 344 | 544 | 888 | 246 | 342 | 25 | 7 | — | — | — | — | — | — | — | — |
| 2014 | 31 | INTL RAW | Aguilas Cibaenas | — | 61 | 57 | 17 | 2 | 0 | 4 | 4 | 15 | 0 | 1 | 1 | 298 | 344 | 544 | 888 | 246 | 342 | 25 | 7 | 387 | 148 | — | — | — | — | — | — |
| 2015 | 32 | AAA MLE | 2 teams | — | 513 | 476 | 134 | 22 | 5 | 6 | 32 | 102 | 2 | 22 | 4 | 282 | 329 | 387 | 716 | 105 | 345 | 20 | 6 | 320 | 103 | — | — | — | — | — | — |
| 2015 | 32 | AAA RAW | 2 teams | — | 513 | 449 | 158 | 29 | 6 | 13 | 59 | 74 | 2 | 22 | 4 | 352 | 429 | 530 | 959 | 178 | 397 | 14 | 12 | 421 | 103 | — | — | — | — | — | — |
| 2016 | 33 | AAA MLE | 2 teams | — | 179 | 167 | 34 | 7 | 1 | 0 | 8 | 37 | 1 | 1 | 2 | 204 | 244 | 257 | 502 | 54 | 258 | 21 | 4 | 224 | 38 | — | — | — | — | — | — |
| 2016 | 33 | AAA RAW | 2 teams | — | 179 | 160 | 34 | 7 | 1 | 0 | 15 | 33 | 1 | 1 | 2 | 212 | 284 | 269 | 553 | 56 | 264 | 18 | 8 | 253 | 38 | — | — | — | — | — | — |
| 2017 | 34 | INTL MLE | Leones del Escogido | — | 131 | 111 | 32 | 4 | 2 | 2 | 15 | 30 | 2 | 0 | 2 | 288 | 383 | 414 | 797 | 126 | 370 | 23 | 11 | — | — | — | — | — | — | — | — |
| 2017 | 34 | INTL RAW | Leones del Escogido | — | 131 | 111 | 32 | 4 | 2 | 2 | 15 | 30 | 2 | 0 | 2 | 288 | 383 | 414 | 797 | 126 | 370 | 23 | 11 | 353 | 125 | — | — | — | — | — | — |
| 2005 | 22 | A+ MLE | Lancaster JetHawks | — | 503 | 472 | 123 | 27 | 6 | 19 | 23 | 86 | 3 | 9 | 3 | 261 | 305 | 464 | 769 | 203 | 277 | 17 | 5 | 323 | 105 | — | — | — | — | — | — |
| 2006 | 23 | AA MLE | Tennessee Smokies | — | 548 | 505 | 136 | 24 | 5 | 7 | 35 | 94 | 3 | 15 | 5 | 269 | 325 | 378 | 703 | 109 | 308 | 17 | 6 | 305 | 93 | — | — | — | — | — | — |
| 2007 | 24 | AAA MLE | 2 teams | — | 650 | 603 | 160 | 31 | 11 | 18 | 40 | 118 | 2 | 9 | 8 | 265 | 315 | 443 | 757 | 177 | 302 | 18 | 6 | 327 | 108 | — | — | — | — | — | — |
| 2008 | 25 | AAA MLE | 2 teams | — | 437 | 410 | 96 | 20 | 3 | 10 | 21 | 94 | 3 | 15 | 5 | 234 | 278 | 371 | 649 | 137 | 276 | 22 | 5 | 279 | 75 | — | — | — | — | — | — |
| 2009 | 26 | AAA MLE | Louisville Bats | — | 181 | 172 | 44 | 9 | 1 | 3 | 7 | 20 | 0 | 2 | 3 | 256 | 285 | 372 | 657 | 116 | 276 | 11 | 4 | 289 | 82 | — | — | — | — | — | — |
| 2010 | 27 | AAA MLE | 2 teams | — | 697 | 671 | 187 | 35 | 0 | 8 | 19 | 127 | 2 | 17 | 5 | 279 | 304 | 367 | 671 | 88 | 327 | 18 | 3 | 291 | 83 | — | — | — | — | — | — |
| 2015 | 32 | AAA MLE | 2 teams | — | 513 | 474 | 134 | 22 | 5 | 6 | 32 | 102 | 2 | 22 | 4 | 283 | 329 | 388 | 718 | 105 | 343 | 20 | 6 | 320 | 103 | — | — | — | — | — | — |
| 2016 | 33 | AAA MLE | 2 teams | — | 179 | 168 | 34 | 7 | 1 | 0 | 8 | 37 | 1 | 1 | 2 | 202 | 244 | 256 | 500 | 54 | 251 | 21 | 4 | 224 | 38 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 243 | 223 | 51 | 11 | 3 | 6 | 16 | 42 | 0 | 2 | 3 | 229 | 280 | 386 | 666 | 157 | 256 | 17 | 7 | 291 | 74 | -5 | -1 | -4 | +4 | +5 | -0.0 | |
| / 162G | — | A+C | — | 650 | 597 | 136 | 29 | 8 | 16 | 43 | 112 | 0 | 5 | 8 | 228 | 280 | 384 | 664 | 156 | 254 | 17 | 7 | 291 | 74 | -13 | -2 | -9 | +10 | +14 | -0.0 | |
| Career | — | MLE | — | 4058 | 3751 | 992 | 185 | 34 | 78 | 220 | 749 | 20 | 93 | 40 | 264 | 309 | 394 | 703 | 130 | 310 | 18 | 5 | 277 | 74 | -5 | -1 | -4 | +4 | +5 | -0.0 | |
| / 162G | — | MLE | — | 650 | 601 | 158 | 30 | 5 | 12 | 35 | 120 | 3 | 15 | 6 | 263 | 307 | 389 | 696 | 126 | 308 | 18 | 5 | 277 | 74 | -13 | -2 | -9 | +10 | +14 | -0.0 | |
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 AAAToros de Tijuana · 146 PAwOBA .255 → .224 (−31)K% 18.5% → 20.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.49% | ÷1.062 | ×1.200 | — | — | 20.90% |
| BB% (unintentional) /PA | 7.53% | ÷1.055 | ×0.690 | — | ×0.942 | 4.64% |
| HBP% /PA | 0.68% | — | ×0.940 | — | ×0.942 | 0.61% |
| Singles /BIP | 21.15% | ÷0.967 | ×0.930 | ×1.027 | ×0.942 | 19.69% |
| Doubles /BIP | 5.77% | ÷0.926 | ×0.830 | ×1.027 | ×0.942 | 5.00% |
| Triples /BIP | 0.96% | ÷0.941 | ×0.920 | ×1.027 | ×0.942 | 0.91% |
| Home runs /BIP | 0.00% | ÷1.278 | ×0.700 | — | ×0.942 | 0.00% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 156, 1B 93, 2B 85, 3B 88, K 112, BB 111 — applied at half strength. Age: age 33 vs a level average of 27.2 → −5.8% on BB/HBP/hit rates (5.8 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.027.
Result: wOBA .255 → .224; ISO .061 → .056; BABIP .274 → .251. 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 AAARieleros de Aguascalientes · 471 PAwOBA .407 → .320 (−87)K% 14.9% → 19.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.86% | ÷0.903 | ×1.200 | — | — | 19.75% |
| BB% (unintentional) /PA | 9.55% | ÷0.997 | ×0.690 | — | ×0.952 | 6.29% |
| HBP% /PA | 0.42% | — | ×0.940 | — | ×0.952 | 0.38% |
| Singles /BIP | 29.45% | ÷1.007 | ×0.930 | ×1.033 | ×0.952 | 26.74% |
| Doubles /BIP | 7.58% | ÷1.046 | ×0.830 | ×1.033 | ×0.952 | 5.92% |
| Triples /BIP | 1.75% | ÷1.150 | ×0.920 | ×1.033 | ×0.952 | 1.38% |
| Home runs /BIP | 3.50% | ÷1.488 | ×0.700 | — | ×0.952 | 1.57% |
Factors used: level-wide AAA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 198, 1B 101, 2B 109, 3B 130, K 81, BB 99 — 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 ×1.033.
Result: wOBA .407 → .320; ISO .179 → .112; BABIP .398 → .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).
2010 AAANew Orleans Zephyrs · 498 PAwOBA .325 → .291 (−34)K% 14.9% → 18.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.86% | ÷1.056 | ×1.290 | — | — | 18.15% |
| BB% (unintentional) /PA | 3.41% | ÷0.887 | ×0.710 | — | ×1.003 | 2.74% |
| HBP% /PA | 0.20% | — | ×0.980 | — | ×1.003 | 0.20% |
| Singles /BIP | 28.24% | ÷1.007 | ×0.900 | ×1.031 | ×1.003 | 26.09% |
| Doubles /BIP | 7.38% | ÷0.963 | ×0.810 | ×1.031 | ×1.003 | 6.42% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.810 | ×1.031 | ×1.003 | 0.00% |
| Home runs /BIP | 1.78% | ÷0.939 | ×0.780 | — | ×1.003 | 1.48% |
Factors used: league row PCL. Park (home-season share, regressed): HR 88, 1B 101, 2B 93, 3B 80, K 111, BB 77 — 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 ×1.031.
Result: wOBA .325 → .291; ISO .107 → .091; BABIP .360 → .327. 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 AAALouisville Bats · 181 PAwOBA .327 → .289 (−38)K% 9.4% → 11.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 9.39% | ÷1.000 | ×1.200 | — | — | 11.27% |
| BB% (unintentional) /PA | 5.52% | ÷1.000 | ×0.690 | — | ×1.018 | 3.88% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.018 | 0.00% |
| Singles /BIP | 21.71% | ÷1.000 | ×0.930 | ×0.989 | ×1.018 | 20.32% |
| Doubles /BIP | 7.24% | ÷1.000 | ×0.830 | ×0.989 | ×1.018 | 6.05% |
| Triples /BIP | 0.66% | ÷1.000 | ×0.970 | ×0.989 | ×1.018 | 0.64% |
| Home runs /BIP | 2.63% | ÷1.000 | ×0.840 | — | ×1.018 | 2.25% |
Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×0.989.
Result: wOBA .327 → .289; ISO .148 → .128; BABIP .304 → .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).
2008 AAALouisville Bats · 400 PAwOBA .322 → .285 (−37)K% 17.8% → 21.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.75% | ÷1.000 | ×1.200 | — | — | 21.30% |
| BB% (unintentional) /PA | 7.50% | ÷1.000 | ×0.690 | — | ×1.033 | 5.35% |
| HBP% /PA | 0.75% | — | ×0.940 | — | ×1.033 | 0.73% |
| Singles /BIP | 20.27% | ÷1.000 | ×0.930 | ×1.002 | ×1.033 | 19.52% |
| Doubles /BIP | 7.22% | ÷1.000 | ×0.830 | ×1.002 | ×1.033 | 6.20% |
| Triples /BIP | 1.03% | ÷1.000 | ×0.970 | ×1.002 | ×1.033 | 1.04% |
| Home runs /BIP | 3.78% | ÷1.000 | ×0.840 | — | ×1.033 | 3.28% |
Factors used: league row IL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.002.
Result: wOBA .322 → .285; ISO .166 → .145; BABIP .293 → .274. 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).
2007 AAACharlotte Knights · 444 PAwOBA .368 → .338 (−30)K% 16.0% → 19.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.99% | ÷1.000 | ×1.200 | — | — | 19.19% |
| BB% (unintentional) /PA | 7.66% | ÷1.000 | ×0.690 | — | ×1.048 | 5.54% |
| HBP% /PA | 0.45% | — | ×0.940 | — | ×1.048 | 0.44% |
| Singles /BIP | 23.10% | ÷1.000 | ×0.930 | ×1.005 | ×1.048 | 22.63% |
| Doubles /BIP | 7.60% | ÷1.000 | ×0.830 | ×1.005 | ×1.048 | 6.65% |
| Triples /BIP | 2.43% | ÷1.000 | ×0.970 | ×1.005 | ×1.048 | 2.49% |
| Home runs /BIP | 3.95% | ÷1.000 | ×0.840 | — | ×1.048 | 3.48% |
Factors used: league row IL. 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 ×1.005.
Result: wOBA .368 → .338; ISO .200 → .183; BABIP .343 → .327. 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).
2006 AATennessee Smokies · 548 PAwOBA .337 → .305 (−31)K% 14.1% → 17.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.05% | ÷1.000 | ×1.220 | — | — | 17.14% |
| BB% (unintentional) /PA | 9.12% | ÷1.000 | ×0.680 | — | ×1.027 | 6.37% |
| HBP% /PA | 0.55% | — | ×0.840 | — | ×1.027 | 0.47% |
| Singles /BIP | 25.31% | ÷1.000 | ×0.920 | ×1.000 | ×1.027 | 23.92% |
| Doubles /BIP | 6.20% | ÷1.000 | ×0.910 | ×1.000 | ×1.027 | 5.80% |
| Triples /BIP | 1.24% | ÷1.000 | ×0.880 | ×1.000 | ×1.027 | 1.12% |
| Home runs /BIP | 1.99% | ÷1.000 | ×0.800 | — | ×1.027 | 1.63% |
Factors used: league row SL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.000.
Result: wOBA .337 → .305; ISO .123 → .112; BABIP .328 → .308. 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).
2005 A+Lancaster JetHawks · 503 PAwOBA .368 → .323 (−45)K% 12.7% → 17.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 12.72% | ÷1.000 | ×1.340 | — | — | 17.05% |
| BB% (unintentional) /PA | 6.36% | ÷1.000 | ×0.710 | — | ×1.012 | 4.57% |
| HBP% /PA | 0.60% | — | ×0.790 | — | ×1.012 | 0.48% |
| Singles /BIP | 19.49% | ÷1.000 | ×0.910 | ×1.013 | ×1.012 | 18.19% |
| Doubles /BIP | 8.21% | ÷1.000 | ×0.820 | ×1.013 | ×1.012 | 6.90% |
| Triples /BIP | 2.05% | ÷1.000 | ×0.760 | ×1.013 | ×1.012 | 1.60% |
| Home runs /BIP | 5.13% | ÷1.000 | ×0.920 | — | ×1.012 | 4.77% |
Factors used: league row CAL. Park (home-season share, regressed): no park row on file (treated as neutral) — 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 ×1.013.
Result: wOBA .368 → .323; ISO .238 → .211; BABIP .310 → .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).
Not traceable per stint: some stints lack the counting stats the component translation needs. Level-wide factors that apply instead — .