John Mayberry Jr.
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2013 | 29 | MLBPHI | 384 | .227/.287/.391 | 11 | 5 | 87 | -1.1 | ||
| 2014 | 30 | AAAPHI | 38 | .182/.289/.333 | 1 | 0 | 41 | — | .176/.263/.324 | |
| 2014 | 30 | MLBTOR | 168 | .212/.311/.425 | 7 | 0 | 107 | -0.0 | ||
| 2015 | 31 | AAACWS | 40 | .162/.225/.189 | 0 | 0 | -12 | — | .154/.175/.179 | |
| 2015 | 31 | MLBNYM | 119 | .164/.227/.318 | 3 | 1 | 56 | -0.6 | ||
| 2016 | 32 | No MLB games played | ||||||||
| 2017 | 33 | No MLB games played | ||||||||
| 2018 | 34 | No MLB games played | ||||||||
| 2019 | 35 | No MLB games played | ||||||||
| 2020 | 36 | No MLB games played | ||||||||
| 2021 | 37 | No MLB games played | ||||||||
| 2022 | 38 | No MLB games played | ||||||||
| 2023 | 39 | No MLB games played | ||||||||
| 2024 | 40 | No MLB games played | ||||||||
| 2025 | 41 | No MLB games played | ||||||||
| 2026 | 42 | No MLB games played | ||||||||
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 | 22 | A | Clinton LumberKings | — | 536 | 459 | 123 | 26 | 4 | 21 | 59 | 117 | 9 | 9 | 3 | 268 | 360 | 479 | 840 | 211 | 312 | 22 | 11 | 367 | 76 | — | — | — | — | — | — |
| 2007 | 23 | AA | Frisco RoughRiders | — | 271 | 245 | 59 | 10 | 0 | 14 | 20 | 62 | 4 | 7 | 1 | 241 | 309 | 453 | 762 | 212 | 265 | 23 | 7 | 334 | 63 | — | — | — | — | — | — |
| 2007 | 23 | A+ | Bakersfield Blaze | — | 277 | 244 | 56 | 15 | 1 | 16 | 28 | 64 | 3 | 9 | 1 | 230 | 316 | 496 | 812 | 266 | 241 | 23 | 10 | 352 | 70 | — | — | — | — | — | — |
| 2008 | 24 | AAA | Oklahoma RedHawks | — | 475 | 437 | 115 | 30 | 7 | 16 | 30 | 85 | 5 | 6 | 2 | 263 | 318 | 474 | 791 | 211 | 293 | 18 | 6 | 345 | 68 | — | — | — | — | — | — |
| 2008 | 24 | AA | Frisco RoughRiders | — | 90 | 82 | 22 | 8 | 0 | 4 | 4 | 21 | 3 | 4 | 1 | 268 | 326 | 512 | 838 | 244 | 310 | 23 | 4 | 363 | 82 | — | — | — | — | — | — |
| 2009 | 25 | MLB | Philadelphia Phillies | — | 60 | 57 | 12 | 3 | 0 | 4 | 2 | 23 | 1 | 0 | 0 | 211 | 250 | 474 | 724 | 263 | 267 | 38 | 3 | 314 | 99 | -0 | +0 | -3 | -4 | +1 | -0.7 |
| 2009 | 25 | AAA | Lehigh Valley IronPigs | — | 358 | 316 | 81 | 20 | 2 | 13 | 34 | 94 | 4 | 6 | 2 | 256 | 336 | 456 | 792 | 199 | 319 | 26 | 9 | 347 | 78 | — | — | — | — | — | — |
| 2010 | 26 | AAA | Lehigh Valley IronPigs | — | 547 | 495 | 132 | 25 | 1 | 15 | 39 | 111 | 8 | 20 | 3 | 267 | 330 | 412 | 742 | 145 | 314 | 20 | 7 | 330 | 76 | — | — | — | — | — | — |
| 2011 | 27 | MLB | Philadelphia Phillies | — | 296 | 267 | 73 | 17 | 1 | 15 | 26 | 55 | 2 | 8 | 3 | 273 | 342 | 513 | 855 | 240 | 293 | 19 | 9 | 373 | 132 | +11 | +0 | -0 | +1 | +6 | 2.0 |
| 2011 | 27 | AAA | Lehigh Valley IronPigs | — | 122 | 113 | 30 | 8 | 0 | 4 | 5 | 23 | 0 | 2 | 0 | 265 | 297 | 442 | 739 | 177 | 289 | 19 | 4 | 315 | 70 | — | — | — | — | — | — |
| 2012 | 28 | MLB | Philadelphia Phillies | — | 479 | 441 | 108 | 24 | 0 | 14 | 34 | 111 | 2 | 1 | 0 | 245 | 302 | 395 | 696 | 150 | 296 | 23 | 7 | 310 | 92 | -5 | +0 | -3 | +2 | +10 | 0.4 |
| 2013 | 29 | MLB | Philadelphia Phillies | — | 384 | 353 | 80 | 23 | 1 | 11 | 27 | 90 | 3 | 5 | 3 | 227 | 287 | 391 | 678 | 164 | 273 | 23 | 7 | 302 | 87 | -6 | -0 | -9 | -4 | +8 | -1.1 |
| 2014 | 30 | MLB | Toronto Blue Jays | — | 168 | 146 | 31 | 10 | 0 | 7 | 20 | 35 | 1 | 0 | 0 | 212 | 311 | 425 | 736 | 212 | 229 | 21 | 12 | 326 | 107 | +1 | +0 | -2 | -4 | +4 | -0.0 |
| 2014 | 30 | AAA | Lehigh Valley IronPigs | — | 38 | 33 | 6 | 2 | 0 | 1 | 3 | 11 | 2 | 0 | 0 | 182 | 289 | 333 | 623 | 152 | 238 | 29 | 8 | 288 | 41 | — | — | — | — | — | — |
| 2015 | 31 | MLB | New York Mets | — | 119 | 110 | 18 | 6 | 1 | 3 | 9 | 33 | 0 | 1 | 0 | 164 | 227 | 318 | 545 | 155 | 203 | 28 | 8 | 244 | 56 | -6 | +0 | -0 | -2 | +3 | -0.6 |
| 2015 | 31 | AAA | Charlotte Knights | — | 40 | 37 | 6 | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0 | 162 | 225 | 189 | 414 | 27 | 200 | 18 | 8 | 198 | -12 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 1506 | 1374 | 322 | 83 | 3 | 54 | 118 | 347 | 9 | 15 | 6 | 234 | 299 | 417 | 716 | 183 | 274 | 23 | 8 | 317 | 101 | +1 | +1 | -18 | -11 | +33 | 0.6 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2006 | 22 | A MLE | Clinton LumberKings | — | 536 | 482 | 100 | 20 | 3 | 16 | 39 | 159 | 9 | 9 | 3 | 207 | 279 | 361 | 640 | 154 | 262 | 30 | 7 | 280 | 76 | — | — | — | — | — | — |
| 2007 | 23 | AA MLE | Frisco RoughRiders | — | 271 | 251 | 49 | 8 | 0 | 11 | 14 | 76 | 4 | 7 | 1 | 195 | 249 | 359 | 608 | 163 | 226 | 28 | 5 | 261 | 63 | — | — | — | — | — | — |
| 2007 | 23 | A+ MLE | Bakersfield Blaze | — | 277 | 254 | 46 | 11 | 1 | 14 | 18 | 86 | 3 | 9 | 1 | 181 | 244 | 398 | 641 | 217 | 199 | 31 | 6 | 272 | 70 | — | — | — | — | — | — |
| 2008 | 24 | AAA MLE | Oklahoma RedHawks | — | 475 | 447 | 93 | 23 | 5 | 12 | 20 | 110 | 5 | 6 | 2 | 208 | 250 | 362 | 612 | 154 | 247 | 23 | 4 | 268 | 68 | — | — | — | — | — | — |
| 2008 | 24 | AA MLE | Frisco RoughRiders | — | 90 | 83 | 18 | 6 | 0 | 3 | 3 | 26 | 3 | 4 | 1 | 217 | 270 | 398 | 667 | 181 | 268 | 29 | 3 | 289 | 82 | — | — | — | — | — | — |
| 2009 | 25 | MLB MLE | Philadelphia Phillies | — | 60 | 57 | 12 | 3 | 0 | 4 | 2 | 23 | 1 | 0 | 0 | 211 | 250 | 474 | 724 | 263 | 267 | 38 | 3 | 314 | 99 | -0 | +0 | -3 | -4 | +1 | -0.7 |
| 2009 | 25 | AAA MLE | Lehigh Valley IronPigs | — | 358 | 326 | 70 | 16 | 2 | 11 | 24 | 113 | 4 | 6 | 2 | 215 | 277 | 377 | 654 | 163 | 280 | 32 | 7 | 283 | 78 | — | — | — | — | — | — |
| 2010 | 26 | AAA MLE | Lehigh Valley IronPigs | — | 547 | 510 | 121 | 21 | 1 | 14 | 24 | 131 | 8 | 20 | 3 | 237 | 282 | 365 | 647 | 127 | 285 | 24 | 4 | 281 | 76 | — | — | — | — | — | — |
| 2011 | 27 | MLB MLE | Philadelphia Phillies | — | 296 | 269 | 72 | 17 | 1 | 14 | 24 | 55 | 2 | 8 | 3 | 268 | 332 | 494 | 827 | 227 | 293 | 19 | 8 | 363 | 132 | +11 | +0 | -0 | +1 | +6 | 2.0 |
| 2011 | 27 | AAA MLE | Lehigh Valley IronPigs | — | 122 | 115 | 26 | 7 | 0 | 3 | 3 | 28 | 0 | 2 | 0 | 226 | 246 | 365 | 611 | 139 | 250 | 23 | 2 | 271 | 70 | — | — | — | — | — | — |
| 2012 | 28 | MLB MLE | Philadelphia Phillies | — | 479 | 443 | 108 | 25 | 0 | 13 | 32 | 111 | 2 | 1 | 0 | 244 | 298 | 388 | 686 | 144 | 296 | 23 | 7 | 304 | 92 | -5 | +0 | -3 | +2 | +10 | 0.4 |
| 2013 | 29 | MLB MLE | Philadelphia Phillies | — | 384 | 354 | 80 | 24 | 1 | 10 | 26 | 90 | 3 | 5 | 3 | 226 | 285 | 384 | 669 | 158 | 273 | 23 | 7 | 297 | 87 | -6 | -0 | -9 | -4 | +8 | -1.1 |
| 2014 | 30 | MLB MLE | Toronto Blue Jays | — | 168 | 146 | 31 | 10 | 0 | 7 | 20 | 35 | 1 | 0 | 0 | 212 | 311 | 425 | 736 | 212 | 229 | 21 | 12 | 326 | 107 | +1 | +0 | -2 | -4 | +4 | -0.0 |
| 2014 | 30 | AAA MLE | Lehigh Valley IronPigs | — | 38 | 34 | 6 | 2 | 0 | 1 | 2 | 13 | 2 | 0 | 0 | 176 | 263 | 324 | 587 | 147 | 202 | 34 | 5 | 229 | 41 | — | — | — | — | — | — |
| 2015 | 31 | MLB MLE | New York Mets | — | 119 | 110 | 18 | 6 | 1 | 3 | 9 | 33 | 0 | 1 | 0 | 164 | 227 | 318 | 545 | 155 | 203 | 28 | 8 | 251 | 56 | -6 | +0 | -0 | -2 | +3 | -0.6 |
| 2015 | 31 | AAA MLE | Charlotte Knights | — | 40 | 39 | 6 | 1 | 0 | 0 | 1 | 9 | 0 | 0 | 0 | 154 | 175 | 179 | 354 | 26 | 178 | 22 | 2 | 151 | -12 | — | — | — | — | — | — |
| 2006 | 22 | A MLE | Clinton LumberKings | — | 536 | 482 | 100 | 20 | 3 | 16 | 39 | 159 | 9 | 9 | 3 | 207 | 279 | 361 | 640 | 154 | 268 | 30 | 7 | 280 | 76 | — | — | — | — | — | — |
| 2006 | 22 | A RAW | Clinton LumberKings | — | 536 | 459 | 123 | 26 | 4 | 21 | 59 | 117 | 9 | 9 | 3 | 268 | 360 | 479 | 840 | 211 | 312 | 22 | 11 | 367 | 76 | — | — | — | — | — | — |
| 2007 | 23 | A+ MLE | 2 teams | — | 548 | 505 | 95 | 19 | 1 | 25 | 32 | 161 | 7 | 16 | 2 | 188 | 246 | 378 | 625 | 190 | 217 | 29 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2007 | 23 | A+ RAW | 2 teams | — | 548 | 489 | 115 | 25 | 1 | 30 | 48 | 126 | 7 | 16 | 2 | 235 | 312 | 474 | 787 | 239 | 253 | 23 | 9 | 343 | 67 | — | — | — | — | — | — |
| 2008 | 24 | AAA MLE | 2 teams | — | 565 | 530 | 112 | 29 | 5 | 16 | 23 | 135 | 8 | 10 | 3 | 211 | 255 | 375 | 630 | 164 | 251 | 24 | 4 | 271 | 70 | — | — | — | — | — | — |
| 2008 | 24 | AAA RAW | 2 teams | — | 565 | 519 | 137 | 38 | 7 | 20 | 34 | 106 | 8 | 10 | 3 | 264 | 319 | 480 | 799 | 216 | 295 | 19 | 6 | 348 | 70 | — | — | — | — | — | — |
| 2009 | 25 | AAA MLE | 2 teams | — | 418 | 383 | 82 | 19 | 2 | 15 | 26 | 136 | 5 | 6 | 2 | 214 | 273 | 392 | 665 | 178 | 284 | 33 | 6 | 287 | 81 | — | — | — | — | — | — |
| 2009 | 25 | AAA RAW | 2 teams | — | 418 | 373 | 93 | 23 | 2 | 17 | 36 | 117 | 5 | 6 | 2 | 249 | 324 | 458 | 782 | 209 | 313 | 28 | 9 | 342 | 81 | — | — | — | — | — | — |
| 2010 | 26 | AAA MLE | Lehigh Valley IronPigs | — | 547 | 510 | 121 | 21 | 1 | 14 | 24 | 131 | 8 | 20 | 3 | 237 | 282 | 365 | 647 | 127 | 290 | 24 | 4 | 281 | 76 | — | — | — | — | — | — |
| 2010 | 26 | AAA RAW | Lehigh Valley IronPigs | — | 547 | 495 | 132 | 25 | 1 | 15 | 39 | 111 | 8 | 20 | 3 | 267 | 330 | 412 | 742 | 145 | 314 | 20 | 7 | 330 | 76 | — | — | — | — | — | — |
| 2011 | 27 | MLB MLE | 2 teams | — | 418 | 384 | 98 | 24 | 1 | 17 | 27 | 83 | 2 | 10 | 3 | 255 | 308 | 456 | 763 | 201 | 280 | 20 | 6 | 336 | 113 | +7 | +1 | -0 | +1 | +9 | 1.8 |
| 2011 | 27 | MLB RAW | 2 teams | — | 418 | 380 | 103 | 25 | 1 | 19 | 31 | 78 | 2 | 10 | 3 | 271 | 329 | 492 | 821 | 221 | 292 | 19 | 7 | 356 | 113 | +7 | +1 | -0 | +1 | +9 | 1.8 |
| 2012 | 28 | MLB MLE | Philadelphia Phillies | — | 479 | 443 | 108 | 25 | 0 | 13 | 32 | 111 | 2 | 1 | 0 | 244 | 298 | 388 | 686 | 144 | 296 | 23 | 7 | 304 | 92 | -5 | +0 | -3 | +2 | +10 | 0.4 |
| 2012 | 28 | MLB RAW | Philadelphia Phillies | — | 479 | 441 | 108 | 24 | 0 | 14 | 34 | 111 | 2 | 1 | 0 | 245 | 302 | 395 | 696 | 150 | 296 | 23 | 7 | 310 | 92 | -5 | +0 | -3 | +2 | +10 | 0.4 |
| 2013 | 29 | MLB MLE | Philadelphia Phillies | — | 384 | 354 | 80 | 24 | 1 | 10 | 26 | 90 | 3 | 5 | 3 | 226 | 285 | 384 | 669 | 158 | 275 | 23 | 7 | 297 | 87 | -6 | -0 | -9 | -4 | +8 | -1.1 |
| 2013 | 29 | MLB RAW | Philadelphia Phillies | — | 384 | 353 | 80 | 23 | 1 | 11 | 27 | 90 | 3 | 5 | 3 | 227 | 287 | 391 | 678 | 164 | 273 | 23 | 7 | 302 | 87 | -6 | -0 | -9 | -4 | +8 | -1.1 |
| 2014 | 30 | MLB MLE | 2 teams | — | 206 | 180 | 37 | 12 | 0 | 8 | 22 | 48 | 3 | 0 | 0 | 206 | 302 | 406 | 708 | 200 | 232 | 23 | 11 | 308 | 95 | -1 | +0 | -2 | -4 | +4 | -0.2 |
| 2014 | 30 | MLB RAW | 2 teams | — | 206 | 179 | 37 | 12 | 0 | 8 | 23 | 46 | 3 | 0 | 0 | 207 | 307 | 408 | 715 | 201 | 230 | 22 | 11 | 319 | 95 | -1 | +0 | -2 | -4 | +4 | -0.2 |
| 2015 | 31 | MLB MLE | 2 teams | — | 159 | 149 | 24 | 7 | 1 | 3 | 10 | 42 | 0 | 1 | 0 | 161 | 214 | 282 | 496 | 121 | 202 | 26 | 6 | 225 | 39 | -12 | +0 | -0 | -2 | +3 | -1.0 |
| 2015 | 31 | MLB RAW | 2 teams | — | 159 | 147 | 24 | 7 | 1 | 3 | 12 | 40 | 0 | 1 | 0 | 163 | 226 | 286 | 512 | 122 | 202 | 25 | 8 | 233 | 39 | -12 | +0 | -0 | -2 | +3 | -1.0 |
| 2006 | 22 | A MLE | Clinton LumberKings | — | 536 | 483 | 100 | 20 | 3 | 16 | 39 | 159 | 9 | 9 | 3 | 207 | 279 | 360 | 639 | 153 | 262 | 30 | 7 | 280 | 76 | — | — | — | — | — | — |
| 2007 | 23 | A+ MLE | 2 teams | — | 548 | 504 | 95 | 19 | 1 | 25 | 32 | 161 | 7 | 16 | 2 | 188 | 246 | 379 | 625 | 190 | 212 | 29 | 6 | 267 | 67 | — | — | — | — | — | — |
| 2008 | 24 | AAA MLE | 2 teams | — | 565 | 529 | 112 | 29 | 5 | 16 | 23 | 135 | 8 | 10 | 3 | 212 | 255 | 376 | 631 | 164 | 250 | 24 | 4 | 271 | 70 | — | — | — | — | — | — |
| 2009 | 25 | AAA MLE | 2 teams | — | 418 | 384 | 82 | 19 | 2 | 15 | 26 | 136 | 5 | 6 | 2 | 214 | 273 | 391 | 664 | 177 | 278 | 33 | 6 | 287 | 81 | — | — | — | — | — | — |
| 2010 | 26 | AAA MLE | Lehigh Valley IronPigs | — | 547 | 510 | 121 | 21 | 1 | 14 | 24 | 131 | 8 | 20 | 3 | 237 | 282 | 365 | 647 | 127 | 285 | 24 | 4 | 281 | 76 | — | — | — | — | — | — |
| 2011 | 27 | MLB MLE | 2 teams | — | 418 | 386 | 98 | 24 | 1 | 17 | 27 | 83 | 2 | 10 | 3 | 254 | 308 | 453 | 761 | 199 | 280 | 20 | 6 | 336 | 113 | — | — | — | — | — | — |
| 2012 | 28 | MLB MLE | Philadelphia Phillies | — | 479 | 442 | 108 | 25 | 0 | 13 | 32 | 111 | 2 | 1 | 0 | 244 | 298 | 389 | 687 | 145 | 296 | 23 | 7 | 304 | 92 | — | — | — | — | — | — |
| 2013 | 29 | MLB MLE | Philadelphia Phillies | — | 384 | 352 | 80 | 24 | 1 | 10 | 26 | 90 | 3 | 5 | 3 | 227 | 285 | 386 | 671 | 159 | 273 | 23 | 7 | 297 | 87 | — | — | — | — | — | — |
| 2014 | 30 | MLB MLE | 2 teams | — | 206 | 179 | 37 | 12 | 0 | 8 | 22 | 48 | 3 | 0 | 0 | 207 | 302 | 408 | 710 | 201 | 224 | 23 | 11 | 308 | 95 | — | — | — | — | — | — |
| 2015 | 31 | MLB MLE | 2 teams | — | 159 | 148 | 24 | 7 | 1 | 3 | 10 | 42 | 0 | 1 | 0 | 162 | 214 | 284 | 498 | 122 | 196 | 26 | 6 | 225 | 39 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 1506 | 1374 | 322 | 83 | 3 | 54 | 118 | 347 | 9 | 15 | 6 | 234 | 299 | 417 | 716 | 183 | 274 | 23 | 8 | 317 | 80 | +1 | +1 | -18 | -11 | +33 | 0.6 | |
| / 162G | — | A+C | — | 650 | 593 | 139 | 36 | 1 | 23 | 51 | 150 | 4 | 6 | 3 | 234 | 299 | 415 | 714 | 180 | 275 | 23 | 8 | 317 | 80 | +1 | +0 | -8 | -5 | +14 | 0.3 | |
| Career | — | MLE | — | 4260 | 3920 | 857 | 200 | 15 | 137 | 261 | 1096 | 47 | 78 | 19 | 219 | 276 | 382 | 658 | 164 | 265 | 26 | 6 | 287 | 80 | +1 | +1 | -18 | -11 | +33 | 0.6 | |
| / 162G | — | MLE | — | 650 | 598 | 131 | 31 | 2 | 21 | 40 | 167 | 7 | 12 | 3 | 219 | 276 | 383 | 658 | 164 | 266 | 26 | 6 | 287 | 80 | +1 | +0 | -8 | -5 | +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 AAACharlotte Knights · 40 PAwOBA .180 → .151 (−29)K% 17.5% → 21.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.50% | ÷0.971 | ×1.200 | — | — | 21.63% |
| BB% (unintentional) /PA | 5.00% | ÷1.017 | ×0.690 | — | ×0.952 | 3.23% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.952 | 0.00% |
| Singles /BIP | 16.67% | ÷0.973 | ×0.930 | — | ×0.952 | 15.17% |
| Doubles /BIP | 3.33% | ÷0.993 | ×0.830 | — | ×0.952 | 2.65% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.970 | — | ×0.952 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.306 | ×0.840 | — | ×0.952 | 0.00% |
Factors used: league row IL. Park (home-season share, regressed): HR 161, 1B 95, 2B 99, 3B 130, K 94, BB 103 — 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).
Result: wOBA .180 → .151; ISO .027 → .022; BABIP .200 → .178. 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 AAALehigh Valley IronPigs · 38 PAwOBA .280 → .229 (−51)K% 28.9% → 33.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 28.95% | ÷1.050 | ×1.200 | — | — | 33.10% |
| BB% (unintentional) /PA | 7.89% | ÷0.970 | ×0.690 | — | ×0.962 | 5.40% |
| HBP% /PA | 5.26% | — | ×0.940 | — | ×0.962 | 4.76% |
| Singles /BIP | 13.64% | ÷1.006 | ×0.930 | — | ×0.962 | 12.13% |
| Doubles /BIP | 9.09% | ÷0.999 | ×0.830 | — | ×0.962 | 7.27% |
| Triples /BIP | 0.00% | ÷1.136 | ×0.970 | — | ×0.962 | 0.00% |
| Home runs /BIP | 4.55% | ÷0.922 | ×0.840 | — | ×0.962 | 3.98% |
Factors used: league row IL. Park (home-season share, regressed): HR 84, 1B 101, 2B 100, 3B 127, K 110, BB 94 — 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).
Result: wOBA .280 → .229; ISO .152 → .126; BABIP .238 → .202. 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 AAALehigh Valley IronPigs · 122 PAwOBA .316 → .271 (−45)K% 18.9% → 22.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.85% | ÷1.003 | ×1.200 | — | — | 22.57% |
| BB% (unintentional) /PA | 4.10% | ÷0.993 | ×0.690 | — | ×0.992 | 2.83% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×0.992 | 0.00% |
| Singles /BIP | 20.00% | ÷1.081 | ×0.930 | ×1.020 | ×0.992 | 17.41% |
| Doubles /BIP | 8.89% | ÷0.967 | ×0.830 | ×1.020 | ×0.992 | 7.72% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.970 | ×1.020 | ×0.992 | 0.00% |
| Home runs /BIP | 4.44% | ÷0.973 | ×0.840 | — | ×0.992 | 3.81% |
Factors used: league row IL. Park (home-season share, regressed): HR 95, 1B 116, 2B 93, 3B 80, K 101, BB 99 — 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 ×1.020.
Result: wOBA .316 → .271; ISO .177 → .154; BABIP .289 → .250. 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 AAALehigh Valley IronPigs · 547 PAwOBA .321 → .281 (−39)K% 20.3% → 24.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.29% | ÷1.015 | ×1.200 | — | — | 23.99% |
| BB% (unintentional) /PA | 6.40% | ÷1.019 | ×0.690 | — | ×1.003 | 4.34% |
| HBP% /PA | 1.46% | — | ×0.940 | — | ×1.003 | 1.38% |
| Singles /BIP | 23.70% | ÷0.990 | ×0.930 | ×0.986 | ×1.003 | 22.02% |
| Doubles /BIP | 6.51% | ÷0.977 | ×0.830 | ×0.986 | ×1.003 | 5.47% |
| Triples /BIP | 0.26% | ÷0.900 | ×0.970 | ×0.986 | ×1.003 | 0.28% |
| Home runs /BIP | 3.91% | ÷0.923 | ×0.840 | — | ×1.003 | 3.57% |
Factors used: league row IL. Park (home-season share, regressed): HR 85, 1B 98, 2B 95, 3B 80, K 103, BB 104 — 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 ×0.986.
Result: wOBA .321 → .281; ISO .145 → .130; BABIP .314 → .285. 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 AAALehigh Valley IronPigs · 358 PAwOBA .342 → .283 (−59)K% 26.3% → 31.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.26% | ÷1.000 | ×1.200 | — | — | 31.51% |
| BB% (unintentional) /PA | 9.50% | ÷1.000 | ×0.690 | — | ×1.018 | 6.67% |
| HBP% /PA | 1.12% | — | ×0.940 | — | ×1.018 | 1.07% |
| Singles /BIP | 20.72% | ÷1.000 | ×0.930 | ×0.964 | ×1.018 | 18.92% |
| Doubles /BIP | 9.01% | ÷1.000 | ×0.830 | ×0.964 | ×1.018 | 7.34% |
| Triples /BIP | 0.90% | ÷1.000 | ×0.970 | ×0.964 | ×1.018 | 0.86% |
| Home runs /BIP | 5.86% | ÷1.000 | ×0.840 | — | ×1.018 | 5.01% |
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 ×0.964.
Result: wOBA .342 → .283; ISO .199 → .166; BABIP .319 → .280. 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 AAAOklahoma RedHawks · 475 PAwOBA .335 → .268 (−67)K% 17.9% → 23.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.89% | ÷1.000 | ×1.290 | — | — | 23.08% |
| BB% (unintentional) /PA | 5.89% | ÷1.000 | ×0.710 | — | ×1.033 | 4.32% |
| HBP% /PA | 1.05% | — | ×0.980 | — | ×1.033 | 1.07% |
| Singles /BIP | 17.61% | ÷1.000 | ×0.900 | ×0.950 | ×1.033 | 15.56% |
| Doubles /BIP | 8.52% | ÷1.000 | ×0.810 | ×0.950 | ×1.033 | 6.77% |
| Triples /BIP | 1.99% | ÷1.000 | ×0.810 | ×0.950 | ×1.033 | 1.58% |
| Home runs /BIP | 4.55% | ÷1.000 | ×0.780 | — | ×1.033 | 3.66% |
Factors used: league row PCL. 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 ×0.950.
Result: wOBA .335 → .268; ISO .211 → .163; BABIP .293 → .247. 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 AAFrisco RoughRiders · 90 PAwOBA .356 → .289 (−67)K% 23.3% → 28.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.33% | ÷1.000 | ×1.220 | — | — | 28.47% |
| BB% (unintentional) /PA | 4.44% | ÷1.000 | ×0.700 | — | ×0.998 | 3.10% |
| HBP% /PA | 3.33% | — | ×0.870 | — | ×0.998 | 2.89% |
| Singles /BIP | 16.39% | ÷1.000 | ×0.920 | ×0.991 | ×0.998 | 14.91% |
| Doubles /BIP | 13.11% | ÷1.000 | ×0.840 | ×0.991 | ×0.998 | 10.89% |
| Triples /BIP | 0.00% | ÷1.000 | ×0.940 | ×0.991 | ×0.998 | 0.00% |
| Home runs /BIP | 6.56% | ÷1.000 | ×0.800 | — | ×0.998 | 5.24% |
Factors used: league row TL. 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 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 ×0.991.
Result: wOBA .356 → .289; ISO .244 → .191; BABIP .310 → .268. 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 A+Bakersfield Blaze · 277 PAwOBA .343 → .272 (−71)K% 23.1% → 31.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.10% | ÷1.000 | ×1.340 | — | — | 30.96% |
| BB% (unintentional) /PA | 9.39% | ÷1.000 | ×0.710 | — | ×0.988 | 6.58% |
| HBP% /PA | 1.08% | — | ×0.790 | — | ×0.988 | 0.85% |
| Singles /BIP | 13.33% | ÷1.000 | ×0.910 | ×0.967 | ×0.988 | 11.60% |
| Doubles /BIP | 8.33% | ÷1.000 | ×0.820 | ×0.967 | ×0.988 | 6.53% |
| Triples /BIP | 0.56% | ÷1.000 | ×0.760 | ×0.967 | ×0.988 | 0.40% |
| Home runs /BIP | 8.89% | ÷1.000 | ×0.920 | — | ×0.988 | 8.08% |
Factors used: league row CAL. 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 22.8 → −1.2% on BB/HBP/hit rates (1.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.967.
Result: wOBA .343 → .272; ISO .266 → .221; BABIP .241 → .199. 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).