Josh Johnson
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2013 | 27 | AAA/AA2 orgs | 300 | .293/.390/.458 | 8 | 10 | 111 | — | .286/.352/.430 |
| 2014 | 28 | AAASyracuse Chie… | 318 | .236/.350/.279 | 0 | 6 | 58 | — | .224/.304/.261 |
| 2015 | 29 | AAASyracuse Chie… | 227 | .251/.350/.309 | 1 | 3 | 62 | — | .230/.300/.280 |
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 | 19 | ROK | Idaho Falls Chukars | — | 299 | 241 | 60 | 13 | 6 | 3 | 48 | 49 | 3 | 10 | 7 | 249 | 380 | 390 | 770 | 141 | 298 | 16 | 16 | 344 | 60 | — | — | — | — | — | — |
| 2006 | 20 | A | Burlington Bees | — | 497 | 381 | 92 | 8 | 5 | 3 | 93 | 72 | 2 | 18 | 9 | 241 | 393 | 312 | 705 | 71 | 289 | 14 | 19 | 321 | 79 | — | — | — | — | — | — |
| 2007 | 21 | A+ | Wilmington Blue Rocks | — | 307 | 262 | 66 | 11 | 2 | 1 | 41 | 49 | 1 | 4 | 7 | 252 | 355 | 321 | 676 | 69 | 305 | 16 | 13 | 312 | 60 | — | — | — | — | — | — |
| 2008 | 22 | A+ | Wilmington Blue Rocks | — | 459 | 359 | 91 | 13 | 4 | 3 | 85 | 76 | 3 | 14 | 12 | 253 | 400 | 337 | 737 | 84 | 312 | 17 | 19 | 338 | 79 | — | — | — | — | — | — |
| 2009 | 23 | AA | Northwest Arkansas Naturals | — | 164 | 132 | 25 | 3 | 0 | 0 | 29 | 24 | 1 | 2 | 2 | 189 | 340 | 212 | 552 | 23 | 231 | 15 | 18 | 273 | 46 | — | — | — | — | — | — |
| 2009 | 23 | A+ | Wilmington Blue Rocks | — | 40 | 36 | 12 | 3 | 1 | 0 | 3 | 6 | 0 | 3 | 1 | 333 | 385 | 472 | 857 | 139 | 387 | 15 | 8 | 370 | 96 | — | — | — | — | — | — |
| 2010 | 24 | AA | Harrisburg Senators | — | 258 | 223 | 64 | 16 | 2 | 5 | 29 | 37 | 3 | 5 | 5 | 287 | 376 | 444 | 820 | 157 | 324 | 14 | 11 | 363 | 105 | — | — | — | — | — | — |
| 2010 | 24 | A+ | Potomac Nationals | — | 113 | 94 | 29 | 8 | 0 | 2 | 17 | 17 | 0 | 3 | 1 | 309 | 414 | 457 | 872 | 149 | 351 | 15 | 15 | 385 | 105 | — | — | — | — | — | — |
| 2011 | 25 | AA | Harrisburg Senators | — | 537 | 447 | 109 | 24 | 3 | 8 | 67 | 91 | 6 | 21 | 12 | 244 | 350 | 365 | 715 | 121 | 289 | 17 | 12 | 317 | 81 | — | — | — | — | — | — |
| 2012 | 26 | AAA | Syracuse Chiefs | — | 277 | 234 | 54 | 8 | 0 | 0 | 35 | 30 | 1 | 6 | 7 | 231 | 333 | 265 | 598 | 34 | 265 | 11 | 13 | 278 | 57 | — | — | — | — | — | — |
| 2012 | 26 | AA | Harrisburg Senators | — | 43 | 38 | 15 | 5 | 1 | 1 | 5 | 5 | 0 | 2 | 1 | 395 | 465 | 658 | 1.123 | 263 | 438 | 12 | 12 | 485 | 174 | — | — | — | — | — | — |
| 2013 | 27 | AAA | Syracuse Chiefs | — | 111 | 88 | 30 | 6 | 1 | 1 | 18 | 12 | 1 | 6 | 0 | 341 | 458 | 466 | 924 | 125 | 387 | 11 | 16 | 402 | 139 | — | — | — | — | — | — |
| 2013 | 27 | AA | Harrisburg Senators | — | 189 | 161 | 43 | 7 | 1 | 7 | 21 | 29 | 0 | 4 | 2 | 267 | 350 | 453 | 803 | 186 | 286 | 15 | 11 | 345 | 95 | — | — | — | — | — | — |
| 2014 | 28 | AAA | Syracuse Chiefs | — | 318 | 258 | 61 | 7 | 2 | 0 | 45 | 42 | 0 | 6 | 5 | 236 | 350 | 279 | 629 | 43 | 275 | 13 | 14 | 285 | 58 | — | — | — | — | — | — |
| 2015 | 29 | AAA | Syracuse Chiefs | — | 227 | 191 | 48 | 6 | 1 | 1 | 29 | 33 | 0 | 3 | 3 | 251 | 350 | 309 | 659 | 58 | 292 | 15 | 13 | 299 | 62 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2005 | 19 | ROK MLE | Idaho Falls Chukars | — | 299 | 259 | 51 | 10 | 5 | 2 | 30 | 71 | 3 | 10 | 7 | 197 | 288 | 297 | 585 | 100 | 247 | 24 | 10 | 257 | 60 | — | — | — | — | — | — |
| 2006 | 20 | A MLE | Burlington Bees | — | 497 | 408 | 97 | 8 | 5 | 3 | 66 | 98 | 2 | 18 | 9 | 238 | 347 | 304 | 651 | 66 | 284 | 20 | 13 | 285 | 79 | — | — | — | — | — | — |
| 2007 | 21 | A+ MLE | Wilmington Blue Rocks | — | 307 | 277 | 62 | 9 | 2 | 1 | 26 | 70 | 1 | 4 | 7 | 224 | 293 | 282 | 574 | 58 | 289 | 23 | 8 | 257 | 60 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | Wilmington Blue Rocks | — | 459 | 390 | 93 | 12 | 4 | 3 | 54 | 108 | 3 | 14 | 12 | 238 | 336 | 313 | 648 | 74 | 304 | 24 | 12 | 285 | 79 | — | — | — | — | — | — |
| 2009 | 23 | AA MLE | Northwest Arkansas Naturals | — | 164 | 140 | 26 | 3 | 0 | 0 | 21 | 29 | 1 | 2 | 2 | 186 | 296 | 207 | 503 | 21 | 227 | 18 | 13 | 236 | 46 | — | — | — | — | — | — |
| 2009 | 23 | A+ MLE | Wilmington Blue Rocks | — | 40 | 37 | 10 | 2 | 1 | 0 | 2 | 9 | 0 | 3 | 1 | 270 | 308 | 378 | 686 | 108 | 348 | 22 | 5 | 310 | 96 | — | — | — | — | — | — |
| 2010 | 24 | AA MLE | Harrisburg Senators | — | 258 | 233 | 64 | 16 | 2 | 4 | 19 | 46 | 3 | 5 | 5 | 275 | 337 | 412 | 749 | 137 | 322 | 18 | 7 | 323 | 105 | — | — | — | — | — | — |
| 2010 | 24 | A+ MLE | Potomac Nationals | — | 113 | 100 | 27 | 6 | 0 | 2 | 11 | 25 | 0 | 3 | 1 | 270 | 342 | 390 | 732 | 120 | 324 | 22 | 10 | 324 | 105 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | Harrisburg Senators | — | 537 | 468 | 113 | 23 | 3 | 7 | 46 | 110 | 6 | 21 | 12 | 241 | 317 | 348 | 666 | 107 | 288 | 20 | 9 | 288 | 81 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | Syracuse Chiefs | — | 277 | 244 | 55 | 7 | 0 | 0 | 25 | 37 | 1 | 6 | 7 | 225 | 300 | 254 | 554 | 29 | 261 | 13 | 9 | 252 | 57 | — | — | — | — | — | — |
| 2012 | 26 | AA MLE | Harrisburg Senators | — | 43 | 40 | 14 | 4 | 1 | 1 | 3 | 6 | 0 | 2 | 1 | 350 | 395 | 575 | 970 | 225 | 409 | 14 | 7 | 425 | 174 | — | — | — | — | — | — |
| 2013 | 27 | AAA MLE | Syracuse Chiefs | — | 111 | 95 | 32 | 6 | 1 | 1 | 11 | 15 | 1 | 6 | 0 | 337 | 411 | 453 | 864 | 116 | 374 | 14 | 10 | 374 | 139 | — | — | — | — | — | — |
| 2013 | 27 | AA MLE | Harrisburg Senators | — | 189 | 168 | 43 | 7 | 1 | 6 | 15 | 34 | 0 | 4 | 2 | 256 | 317 | 417 | 734 | 161 | 278 | 18 | 8 | 308 | 95 | — | — | — | — | — | — |
| 2014 | 28 | AAA MLE | Syracuse Chiefs | — | 318 | 272 | 61 | 6 | 2 | 0 | 31 | 52 | 0 | 6 | 5 | 224 | 304 | 261 | 565 | 37 | 255 | 16 | 10 | 254 | 58 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Syracuse Chiefs | — | 227 | 200 | 46 | 5 | 1 | 1 | 20 | 38 | 0 | 3 | 3 | 230 | 300 | 280 | 580 | 50 | 263 | 17 | 9 | 260 | 62 | — | — | — | — | — | — |
| 2005 | 19 | ROK MLE | Idaho Falls Chukars | — | 299 | 259 | 51 | 10 | 5 | 2 | 30 | 71 | 3 | 10 | 7 | 197 | 288 | 297 | 585 | 100 | 261 | 24 | 10 | 257 | 60 | — | — | — | — | — | — |
| 2005 | 19 | ROK RAW | Idaho Falls Chukars | — | 299 | 241 | 60 | 13 | 6 | 3 | 48 | 49 | 3 | 10 | 7 | 249 | 380 | 390 | 770 | 141 | 298 | 16 | 16 | 344 | 60 | — | — | — | — | — | — |
| 2006 | 20 | A MLE | Burlington Bees | — | 497 | 408 | 97 | 8 | 5 | 3 | 66 | 98 | 2 | 18 | 9 | 238 | 347 | 304 | 651 | 66 | 304 | 20 | 13 | 285 | 79 | — | — | — | — | — | — |
| 2006 | 20 | A RAW | Burlington Bees | — | 497 | 381 | 92 | 8 | 5 | 3 | 93 | 72 | 2 | 18 | 9 | 241 | 393 | 312 | 705 | 71 | 289 | 14 | 19 | 321 | 79 | — | — | — | — | — | — |
| 2007 | 21 | A+ MLE | Wilmington Blue Rocks | — | 307 | 277 | 62 | 9 | 2 | 1 | 26 | 70 | 1 | 4 | 7 | 224 | 293 | 282 | 574 | 58 | 295 | 23 | 8 | 257 | 60 | — | — | — | — | — | — |
| 2007 | 21 | A+ RAW | Wilmington Blue Rocks | — | 307 | 262 | 66 | 11 | 2 | 1 | 41 | 49 | 1 | 4 | 7 | 252 | 355 | 321 | 676 | 69 | 305 | 16 | 13 | 312 | 60 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | Wilmington Blue Rocks | — | 459 | 390 | 93 | 12 | 4 | 3 | 54 | 108 | 3 | 14 | 12 | 238 | 336 | 313 | 648 | 74 | 320 | 24 | 12 | 285 | 79 | — | — | — | — | — | — |
| 2008 | 22 | A+ RAW | Wilmington Blue Rocks | — | 459 | 359 | 91 | 13 | 4 | 3 | 85 | 76 | 3 | 14 | 12 | 253 | 400 | 337 | 737 | 84 | 312 | 17 | 19 | 338 | 79 | — | — | — | — | — | — |
| 2009 | 23 | AA MLE | 2 teams | — | 204 | 177 | 36 | 5 | 1 | 0 | 23 | 38 | 1 | 5 | 3 | 203 | 299 | 243 | 541 | 40 | 257 | 19 | 11 | 251 | 56 | — | — | — | — | — | — |
| 2009 | 23 | AA RAW | 2 teams | — | 204 | 168 | 37 | 6 | 1 | 0 | 32 | 30 | 1 | 5 | 3 | 220 | 348 | 268 | 616 | 48 | 266 | 15 | 16 | 292 | 56 | — | — | — | — | — | — |
| 2010 | 24 | AA MLE | 2 teams | — | 371 | 332 | 91 | 22 | 2 | 6 | 31 | 71 | 3 | 8 | 6 | 274 | 342 | 407 | 748 | 133 | 329 | 19 | 8 | 323 | 105 | — | — | — | — | — | — |
| 2010 | 24 | AA RAW | 2 teams | — | 371 | 317 | 93 | 24 | 2 | 7 | 46 | 54 | 3 | 8 | 6 | 293 | 388 | 448 | 836 | 155 | 332 | 15 | 12 | 370 | 105 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | Harrisburg Senators | — | 537 | 468 | 113 | 23 | 3 | 7 | 46 | 110 | 6 | 21 | 12 | 241 | 317 | 348 | 666 | 107 | 300 | 20 | 9 | 288 | 81 | — | — | — | — | — | — |
| 2011 | 25 | AA RAW | Harrisburg Senators | — | 537 | 447 | 109 | 24 | 3 | 8 | 67 | 91 | 6 | 21 | 12 | 244 | 350 | 365 | 715 | 121 | 289 | 17 | 12 | 317 | 81 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | 2 teams | — | 320 | 284 | 71 | 12 | 1 | 1 | 28 | 43 | 1 | 8 | 8 | 250 | 319 | 310 | 629 | 60 | 292 | 13 | 9 | 275 | 72 | — | — | — | — | — | — |
| 2012 | 26 | AAA RAW | 2 teams | — | 320 | 272 | 69 | 13 | 1 | 1 | 40 | 35 | 1 | 8 | 8 | 254 | 351 | 320 | 671 | 66 | 288 | 11 | 12 | 306 | 72 | — | — | — | — | — | — |
| 2013 | 27 | AA MLE | 2 teams | — | 300 | 263 | 75 | 13 | 2 | 7 | 26 | 49 | 1 | 10 | 2 | 285 | 352 | 430 | 781 | 144 | 327 | 16 | 9 | 332 | 111 | — | — | — | — | — | — |
| 2013 | 27 | AA RAW | 2 teams | — | 300 | 249 | 73 | 13 | 2 | 8 | 39 | 41 | 1 | 10 | 2 | 293 | 390 | 458 | 847 | 165 | 323 | 14 | 13 | 366 | 111 | — | — | — | — | — | — |
| 2014 | 28 | AAA MLE | Syracuse Chiefs | — | 318 | 272 | 61 | 6 | 2 | 0 | 31 | 52 | 0 | 6 | 5 | 224 | 304 | 261 | 565 | 37 | 270 | 16 | 10 | 254 | 58 | — | — | — | — | — | — |
| 2014 | 28 | AAA RAW | Syracuse Chiefs | — | 318 | 258 | 61 | 7 | 2 | 0 | 45 | 42 | 0 | 6 | 5 | 236 | 350 | 279 | 629 | 43 | 275 | 13 | 14 | 285 | 58 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Syracuse Chiefs | — | 227 | 200 | 46 | 5 | 1 | 1 | 20 | 38 | 0 | 3 | 3 | 230 | 300 | 280 | 580 | 50 | 273 | 17 | 9 | 260 | 62 | — | — | — | — | — | — |
| 2015 | 29 | AAA RAW | Syracuse Chiefs | — | 227 | 191 | 48 | 6 | 1 | 1 | 29 | 33 | 0 | 3 | 3 | 251 | 350 | 309 | 659 | 58 | 292 | 15 | 13 | 299 | 62 | — | — | — | — | — | — |
| 2005 | 19 | ROK MLE | Idaho Falls Chukars | — | 299 | 264 | 51 | 10 | 5 | 2 | 30 | 71 | 3 | 10 | 7 | 193 | 288 | 292 | 579 | 98 | 247 | 24 | 10 | 257 | 60 | — | — | — | — | — | — |
| 2006 | 20 | A MLE | Burlington Bees | — | 497 | 426 | 97 | 8 | 5 | 3 | 66 | 98 | 2 | 18 | 9 | 228 | 347 | 291 | 638 | 63 | 284 | 20 | 13 | 285 | 79 | — | — | — | — | — | — |
| 2007 | 21 | A+ MLE | Wilmington Blue Rocks | — | 307 | 277 | 62 | 9 | 2 | 1 | 26 | 70 | 1 | 4 | 7 | 224 | 293 | 282 | 574 | 58 | 289 | 23 | 8 | 257 | 60 | — | — | — | — | — | — |
| 2008 | 22 | A+ MLE | Wilmington Blue Rocks | — | 459 | 399 | 93 | 12 | 4 | 3 | 54 | 108 | 3 | 14 | 12 | 233 | 336 | 306 | 641 | 73 | 304 | 24 | 12 | 285 | 79 | — | — | — | — | — | — |
| 2009 | 23 | AA MLE | 2 teams | — | 204 | 178 | 36 | 5 | 1 | 0 | 23 | 38 | 1 | 5 | 3 | 202 | 299 | 242 | 540 | 39 | 251 | 19 | 11 | 251 | 56 | — | — | — | — | — | — |
| 2010 | 24 | AA MLE | 2 teams | — | 371 | 334 | 91 | 22 | 2 | 6 | 31 | 71 | 3 | 8 | 6 | 272 | 342 | 404 | 746 | 132 | 323 | 19 | 8 | 323 | 105 | — | — | — | — | — | — |
| 2011 | 25 | AA MLE | Harrisburg Senators | — | 537 | 480 | 113 | 23 | 3 | 7 | 46 | 110 | 6 | 21 | 12 | 235 | 317 | 340 | 657 | 104 | 288 | 20 | 9 | 288 | 81 | — | — | — | — | — | — |
| 2012 | 26 | AAA MLE | 2 teams | — | 320 | 288 | 71 | 12 | 1 | 1 | 28 | 43 | 1 | 8 | 8 | 247 | 319 | 306 | 625 | 59 | 281 | 13 | 9 | 275 | 72 | — | — | — | — | — | — |
| 2013 | 27 | AA MLE | 2 teams | — | 300 | 270 | 75 | 13 | 2 | 7 | 26 | 49 | 1 | 10 | 2 | 278 | 352 | 419 | 770 | 141 | 314 | 16 | 9 | 332 | 111 | — | — | — | — | — | — |
| 2014 | 28 | AAA MLE | Syracuse Chiefs | — | 318 | 284 | 61 | 6 | 2 | 0 | 31 | 52 | 0 | 6 | 5 | 215 | 304 | 250 | 554 | 35 | 255 | 16 | 10 | 254 | 58 | — | — | — | — | — | — |
| 2015 | 29 | AAA MLE | Syracuse Chiefs | — | 227 | 205 | 46 | 5 | 1 | 1 | 20 | 38 | 0 | 3 | 3 | 224 | 300 | 273 | 573 | 49 | 263 | 17 | 9 | 260 | 62 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 3839 | 3330 | 796 | 125 | 28 | 31 | 381 | 748 | 21 | 107 | 74 | 239 | 321 | 321 | 642 | 82 | 297 | 19 | 10 | 282 | 77 | -106 | -8 | +0 | +14 | +83 | -1.8 | |
| / 162G | — | MLE | — | 650 | 564 | 135 | 21 | 5 | 5 | 65 | 127 | 4 | 18 | 13 | 239 | 323 | 321 | 644 | 82 | 298 | 20 | 10 | 282 | 77 | -18 | -2 | +0 | +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.
2015 AAASyracuse Chiefs · 227 PAwOBA .295 → .260 (−35)K% 14.5% → 16.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.54% | ÷1.043 | ×1.200 | — | — | 16.73% |
| BB% (unintentional) /PA | 12.33% | ÷0.938 | ×0.690 | — | ×0.982 | 8.91% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.982 | 0.00% |
| Singles /BIP | 25.32% | ÷1.010 | ×0.930 | ×1.016 | ×0.982 | 23.25% |
| Doubles /BIP | 3.80% | ÷1.088 | ×0.830 | ×1.016 | ×0.982 | 2.89% |
| Triples /BIP | 0.63% | ÷0.947 | ×0.970 | ×1.016 | ×0.982 | 0.65% |
| Home runs /BIP | 0.63% | ÷1.183 | ×0.840 | — | ×0.982 | 0.44% |
Factors used: league row IL. Park (home-season share, regressed): HR 137, 1B 102, 2B 118, 3B 89, K 109, BB 88 — 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 ×1.016.
Result: wOBA .295 → .260; ISO .058 → .049; BABIP .292 → .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).
2014 AAASyracuse Chiefs · 318 PAwOBA .283 → .254 (−29)K% 13.2% → 16.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 13.21% | ÷0.965 | ×1.200 | — | — | 16.42% |
| BB% (unintentional) /PA | 13.84% | ÷0.972 | ×0.690 | — | ×0.992 | 9.74% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.992 | 0.00% |
| Singles /BIP | 24.07% | ÷1.003 | ×0.930 | ×1.022 | ×0.992 | 22.64% |
| Doubles /BIP | 3.24% | ÷1.027 | ×0.830 | ×1.022 | ×0.992 | 2.66% |
| Triples /BIP | 0.93% | ÷1.063 | ×0.970 | ×1.022 | ×0.992 | 0.86% |
| Home runs /BIP | 0.00% | ÷0.985 | ×0.840 | — | ×0.992 | 0.00% |
Factors used: league row IL. Park (home-season share, regressed): HR 97, 1B 101, 2B 105, 3B 113, K 93, BB 94 — 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 ×1.022.
Result: wOBA .283 → .254; ISO .043 → .040; BABIP .275 → .255. 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 AAHarrisburg Senators · 189 PAwOBA .337 → .308 (−30)K% 15.3% → 17.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 15.34% | ÷1.043 | ×1.220 | — | — | 17.95% |
| BB% (unintentional) /PA | 11.11% | ÷0.990 | ×0.700 | — | ×0.978 | 7.68% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×0.978 | 0.00% |
| Singles /BIP | 21.21% | ÷1.011 | ×0.970 | ×1.050 | ×0.978 | 20.90% |
| Doubles /BIP | 5.30% | ÷0.883 | ×0.860 | ×1.050 | ×0.978 | 5.30% |
| Triples /BIP | 0.76% | ÷1.150 | ×0.950 | ×1.050 | ×0.978 | 0.64% |
| Home runs /BIP | 5.30% | ÷1.012 | ×0.780 | — | ×0.978 | 4.00% |
Factors used: league row EL. Park (home-season share, regressed): HR 102, 1B 102, 2B 77, 3B 130, K 109, BB 98 — applied at half strength. Age: age 27 vs a level average of 24.8 → −2.2% on BB/HBP/hit rates (2.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .337 → .308; ISO .186 → .162; BABIP .286 → .278. 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 AAASyracuse Chiefs · 111 PAwOBA .387 → .374 (−13)K% 10.8% → 13.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.81% | ÷0.979 | ×1.200 | — | — | 13.26% |
| BB% (unintentional) /PA | 14.41% | ÷0.966 | ×0.690 | — | ×1.003 | 10.33% |
| HBP% /PA | 0.90% | — | ×0.940 | — | ×1.003 | 0.85% |
| Singles /BIP | 28.95% | ÷0.991 | ×0.930 | ×1.050 | ×1.003 | 28.60% |
| Doubles /BIP | 7.89% | ÷0.979 | ×0.830 | ×1.050 | ×1.003 | 7.05% |
| Triples /BIP | 1.32% | ÷1.055 | ×0.970 | ×1.050 | ×1.003 | 1.27% |
| Home runs /BIP | 1.32% | ÷0.914 | ×0.840 | — | ×1.003 | 1.21% |
Factors used: league row IL. Park (home-season share, regressed): HR 83, 1B 98, 2B 96, 3B 111, K 96, BB 93 — 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 .387 → .374; ISO .125 → .126; BABIP .387 → .374. 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 AAASyracuse Chiefs · 277 PAwOBA .272 → .252 (−20)K% 10.8% → 13.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 10.83% | ÷0.964 | ×1.200 | — | — | 13.48% |
| BB% (unintentional) /PA | 12.64% | ÷0.984 | ×0.690 | — | ×1.018 | 9.02% |
| HBP% /PA | 0.36% | — | ×0.940 | — | ×1.018 | 0.35% |
| Singles /BIP | 22.55% | ÷0.992 | ×0.930 | ×1.050 | ×1.018 | 22.60% |
| Doubles /BIP | 3.92% | ÷1.002 | ×0.830 | ×1.050 | ×1.018 | 3.47% |
| Triples /BIP | 0.00% | ÷1.008 | ×0.970 | ×1.050 | ×1.018 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.925 | ×0.840 | — | ×1.018 | 0.00% |
Factors used: league row IL. Park (home-season share, regressed): HR 85, 1B 98, 2B 100, 3B 102, K 93, BB 97 — 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 .272 → .252; ISO .034 → .032; BABIP .265 → .261. 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 AAHarrisburg Senators · 43 PAwOBA .467 → .425 (−41)K% 11.6% → 14.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.63% | ÷1.006 | ×1.220 | — | — | 14.10% |
| BB% (unintentional) /PA | 9.30% | ÷0.989 | ×0.700 | — | ×0.988 | 6.50% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×0.988 | 0.00% |
| Singles /BIP | 24.24% | ÷0.967 | ×0.970 | — | ×0.988 | 24.04% |
| Doubles /BIP | 15.15% | ÷0.982 | ×0.860 | — | ×0.988 | 13.11% |
| Triples /BIP | 3.03% | ÷1.015 | ×0.950 | — | ×0.988 | 2.80% |
| Home runs /BIP | 3.03% | ÷0.976 | ×0.780 | — | ×0.988 | 2.39% |
Factors used: league row EL. Park (home-season share, regressed): HR 95, 1B 93, 2B 96, 3B 103, K 101, BB 98 — applied at half strength. Age: age 26 vs a level average of 24.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average).
Result: wOBA .467 → .425; ISO .263 → .233; BABIP .438 → .409. 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 AAHarrisburg Senators · 537 PAwOBA .311 → .288 (−23)K% 16.9% → 20.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.95% | ÷1.014 | ×1.220 | — | — | 20.39% |
| BB% (unintentional) /PA | 12.48% | ÷1.023 | ×0.700 | — | ×0.998 | 8.52% |
| HBP% /PA | 1.12% | — | ×0.850 | — | ×0.998 | 0.95% |
| Singles /BIP | 20.79% | ÷0.981 | ×0.970 | ×1.040 | ×0.998 | 21.33% |
| Doubles /BIP | 6.74% | ÷0.976 | ×0.860 | ×1.040 | ×0.998 | 6.17% |
| Triples /BIP | 0.84% | ÷0.934 | ×0.950 | ×1.040 | ×0.998 | 0.89% |
| Home runs /BIP | 2.25% | ÷0.936 | ×0.780 | — | ×0.998 | 1.87% |
Factors used: league row EL. Park (home-season share, regressed): HR 87, 1B 96, 2B 95, 3B 87, K 103, BB 105 — 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 ×1.040.
Result: wOBA .311 → .288; ISO .121 → .114; BABIP .289 → .288. 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 AAHarrisburg Senators · 258 PAwOBA .355 → .323 (−32)K% 14.3% → 18.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.34% | ÷0.971 | ×1.220 | — | — | 18.01% |
| BB% (unintentional) /PA | 11.24% | ÷1.066 | ×0.700 | — | ×1.012 | 7.47% |
| HBP% /PA | 1.16% | — | ×0.850 | — | ×1.012 | 1.00% |
| Singles /BIP | 22.04% | ÷1.016 | ×0.970 | ×1.050 | ×1.012 | 22.36% |
| Doubles /BIP | 8.60% | ÷0.930 | ×0.860 | ×1.050 | ×1.012 | 8.45% |
| Triples /BIP | 1.08% | ÷1.150 | ×0.950 | ×1.050 | ×1.012 | 0.94% |
| Home runs /BIP | 2.69% | ÷1.033 | ×0.780 | — | ×1.012 | 2.05% |
Factors used: league row EL. Park (home-season share, regressed): HR 107, 1B 103, 2B 86, 3B 130, K 94, BB 113 — 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 .355 → .323; ISO .157 → .140; BABIP .324 → .322. 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).