Kaleb Cowart
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2017 | 25 | AAALAA | 414 | .311/.383/.482 | 12 | 19 | 101 | — | .272/.330/.412 | |
| 2017 | 25 | MLBLAA | 117 | .225/.313/.382 | 3 | 4 | 92 | 0.3 | ||
| 2018 | 26 | AAALAA | 279 | .287/.336/.457 | 6 | 8 | 64 | — | .220/.256/.348 | |
| 2018 | 26 | MLBLAA | 124 | .134/.211/.241 | 1 | 1 | 29 | -0.7 | ||
| 2019 | 27 | AAA/AA2 orgs | 359 | .276/.333/.433 | 9 | 3 | 60 | — | .218/.260/.335 | |
| 2019 | 27 | MLBLAA | 26 | .160/.192/.280 | 0 | 1 | 32 | 0.0 | ||
| 2020 | 28 | No MLB games played | ||||||||
| 2021 | 29 | No MLB games played | ||||||||
| 2022 | 30 | No MLB games played | ||||||||
| 2023 | 31 | No MLB games played | ||||||||
| 2024 | 32 | No MLB games played | ||||||||
| 2025 | 33 | No MLB games played | ||||||||
| 2026 | 34 | 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) | |||||||||||||||||||||||||||||||
| 2010 | 18 | ROK | Orem Owlz | — | 28 | 26 | 5 | 0 | 0 | 1 | 1 | 8 | 0 | 0 | 0 | 192 | 222 | 308 | 530 | 115 | 222 | 29 | 4 | 229 | -4 | — | — | — | — | — | — |
| 2011 | 19 | ROK | Orem Owlz | — | 323 | 283 | 80 | 12 | 3 | 7 | 25 | 81 | 5 | 10 | 4 | 283 | 347 | 420 | 767 | 138 | 363 | 25 | 8 | 336 | 53 | — | — | — | — | — | — |
| 2012 | 20 | A+ | Inland Empire 66ers | — | 316 | 263 | 68 | 15 | 4 | 7 | 45 | 67 | 2 | 5 | 3 | 259 | 370 | 426 | 796 | 167 | 316 | 21 | 14 | 352 | 93 | — | — | — | — | — | — |
| 2012 | 20 | A | Cedar Rapids Kernels | — | 290 | 263 | 77 | 16 | 3 | 9 | 22 | 44 | 2 | 9 | 4 | 293 | 352 | 479 | 831 | 186 | 319 | 15 | 8 | 363 | 91 | — | — | — | — | — | — |
| 2012 | 20 | INTL | Scottsdale Scorpions | — | 69 | 60 | 12 | 2 | 0 | 1 | 6 | 16 | 0 | 0 | 0 | 200 | 269 | 283 | 552 | 83 | 244 | 23 | 9 | 246 | 53 | — | — | — | — | — | — |
| 2013 | 21 | AA | Arkansas Travelers | — | 546 | 498 | 110 | 20 | 1 | 6 | 38 | 124 | 3 | 14 | 5 | 221 | 280 | 301 | 581 | 80 | 280 | 23 | 7 | 263 | 46 | — | — | — | — | — | — |
| 2014 | 22 | AA | Arkansas Travelers | — | 487 | 435 | 97 | 18 | 4 | 6 | 43 | 99 | 3 | 26 | 7 | 223 | 297 | 324 | 621 | 101 | 272 | 20 | 9 | 281 | 58 | — | — | — | — | — | — |
| 2014 | 22 | INTL | Mesa Solar Sox | — | 85 | 81 | 15 | 0 | 3 | 0 | 4 | 15 | 0 | 3 | 0 | 185 | 224 | 259 | 483 | 74 | 227 | 18 | 5 | 218 | 33 | — | — | — | — | — | — |
| 2015 | 23 | MLB | Los Angeles Angels | — | 52 | 46 | 8 | 2 | 0 | 1 | 5 | 19 | 0 | 1 | 1 | 174 | 255 | 283 | 538 | 109 | 269 | 37 | 10 | 244 | 52 | -3 | -0 | +1 | +2 | +1 | 0.0 |
| 2015 | 23 | AAA | Salt Lake Bees | — | 253 | 220 | 71 | 13 | 3 | 6 | 29 | 64 | 0 | 2 | 1 | 323 | 402 | 491 | 893 | 168 | 422 | 25 | 11 | 390 | 99 | — | — | — | — | — | — |
| 2015 | 23 | A+ | Inland Empire 66ers | — | 221 | 194 | 47 | 14 | 4 | 2 | 22 | 43 | 3 | 10 | 2 | 242 | 329 | 387 | 715 | 144 | 298 | 19 | 10 | 319 | 59 | — | — | — | — | — | — |
| 2016 | 24 | MLB | Los Angeles Angels | — | 87 | 85 | 15 | 4 | 0 | 1 | 0 | 23 | 1 | 0 | 0 | 176 | 186 | 259 | 445 | 82 | 226 | 26 | 0 | 195 | 20 | -8 | +0 | -2 | +2 | +2 | -0.7 |
| 2016 | 24 | AAA | Salt Lake Bees | — | 458 | 414 | 116 | 34 | 5 | 9 | 37 | 100 | 2 | 18 | 4 | 280 | 341 | 452 | 793 | 171 | 347 | 22 | 8 | 348 | 71 | — | — | — | — | — | — |
| 2017 | 25 | MLB | Los Angeles Angels | — | 117 | 102 | 23 | 5 | 1 | 3 | 10 | 28 | 3 | 4 | 2 | 225 | 313 | 382 | 695 | 157 | 282 | 24 | 9 | 309 | 92 | -1 | +0 | -1 | +2 | +3 | 0.3 |
| 2017 | 25 | AAA | Salt Lake Bees | — | 414 | 367 | 114 | 25 | 1 | 12 | 44 | 73 | 0 | 19 | 5 | 311 | 383 | 482 | 866 | 172 | 359 | 18 | 11 | 382 | 101 | — | — | — | — | — | — |
| 2018 | 26 | MLB | Los Angeles Angels | — | 124 | 112 | 15 | 7 | 1 | 1 | 10 | 44 | 1 | 1 | 0 | 134 | 211 | 241 | 452 | 107 | 206 | 35 | 8 | 208 | 29 | -10 | +0 | -0 | +1 | +3 | -0.7 |
| 2018 | 26 | AAA | Salt Lake Bees | — | 279 | 258 | 74 | 20 | 3 | 6 | 18 | 52 | 1 | 8 | 1 | 287 | 336 | 457 | 793 | 171 | 337 | 19 | 6 | 348 | 64 | — | — | — | — | — | — |
| 2019 | 27 | MLB | Los Angeles Angels | — | 26 | 25 | 4 | 3 | 0 | 0 | 1 | 7 | 0 | 1 | 0 | 160 | 192 | 280 | 472 | 120 | 222 | 27 | 4 | 210 | 32 | -2 | +0 | +0 | +1 | +1 | 0.0 |
| 2019 | 27 | AAA | Salt Lake Bees | — | 317 | 287 | 83 | 15 | 4 | 8 | 25 | 55 | 1 | 3 | 4 | 289 | 348 | 453 | 801 | 164 | 330 | 17 | 8 | 351 | 68 | — | — | — | — | — | — |
| 2019 | 27 | AA | Mobile BayBears | — | 42 | 39 | 7 | 1 | 0 | 1 | 2 | 11 | 0 | 0 | 0 | 179 | 220 | 282 | 502 | 103 | 214 | 26 | 5 | 221 | -1 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 406 | 370 | 65 | 21 | 2 | 6 | 26 | 121 | 5 | 7 | 3 | 176 | 239 | 292 | 531 | 116 | 241 | 30 | 6 | 239 | 48 | -25 | +0 | -2 | +9 | +9 | -1.0 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2010 | 18 | ROK MLE | Orem Owlz | — | 28 | 26 | 4 | 0 | 0 | 1 | 1 | 12 | 0 | 0 | 0 | 154 | 185 | 269 | 454 | 115 | 183 | 43 | 4 | 162 | -4 | — | — | — | — | — | — |
| 2011 | 19 | ROK MLE | Orem Owlz | — | 323 | 296 | 62 | 8 | 2 | 5 | 16 | 117 | 5 | 10 | 4 | 209 | 262 | 301 | 563 | 91 | 304 | 36 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2012 | 20 | A+ MLE | Inland Empire 66ers | — | 316 | 276 | 64 | 14 | 3 | 8 | 33 | 93 | 2 | 5 | 3 | 232 | 318 | 391 | 710 | 159 | 299 | 29 | 10 | 305 | 93 | — | — | — | — | — | — |
| 2012 | 20 | A MLE | Cedar Rapids Kernels | — | 290 | 269 | 68 | 13 | 2 | 6 | 16 | 64 | 2 | 9 | 4 | 253 | 300 | 383 | 683 | 130 | 308 | 22 | 6 | 302 | 91 | — | — | — | — | — | — |
| 2013 | 21 | AA MLE | Arkansas Travelers | — | 546 | 510 | 107 | 18 | 1 | 5 | 26 | 153 | 3 | 14 | 5 | 210 | 252 | 278 | 531 | 69 | 283 | 28 | 5 | 236 | 46 | — | — | — | — | — | — |
| 2014 | 22 | AA MLE | Arkansas Travelers | — | 487 | 448 | 97 | 17 | 4 | 5 | 30 | 109 | 3 | 26 | 7 | 217 | 270 | 306 | 576 | 89 | 266 | 22 | 6 | 254 | 58 | — | — | — | — | — | — |
| 2015 | 23 | MLB MLE | Los Angeles Angels | — | 52 | 46 | 8 | 2 | 0 | 1 | 5 | 19 | 0 | 1 | 1 | 174 | 255 | 283 | 538 | 109 | 269 | 37 | 10 | 245 | 52 | -3 | -0 | +1 | +2 | +1 | 0.0 |
| 2015 | 23 | AAA MLE | Salt Lake Bees | — | 253 | 229 | 60 | 10 | 2 | 5 | 20 | 87 | 0 | 2 | 1 | 262 | 321 | 389 | 710 | 127 | 383 | 34 | 8 | 314 | 99 | — | — | — | — | — | — |
| 2015 | 23 | A+ MLE | Inland Empire 66ers | — | 221 | 201 | 40 | 11 | 3 | 2 | 15 | 59 | 3 | 10 | 2 | 199 | 265 | 313 | 578 | 114 | 265 | 27 | 7 | 255 | 59 | — | — | — | — | — | — |
| 2016 | 24 | MLB MLE | Los Angeles Angels | — | 87 | 85 | 15 | 4 | 0 | 1 | 0 | 23 | 1 | 0 | 0 | 176 | 186 | 259 | 445 | 82 | 226 | 26 | 0 | 197 | 20 | -8 | +0 | -2 | +2 | +2 | -0.7 |
| 2016 | 24 | AAA MLE | Salt Lake Bees | — | 458 | 426 | 97 | 27 | 4 | 7 | 26 | 133 | 2 | 18 | 4 | 228 | 275 | 359 | 634 | 131 | 305 | 29 | 6 | 273 | 71 | — | — | — | — | — | — |
| 2017 | 25 | MLB MLE | Los Angeles Angels | — | 117 | 103 | 23 | 5 | 1 | 3 | 9 | 28 | 3 | 4 | 2 | 223 | 304 | 379 | 683 | 155 | 282 | 24 | 8 | 304 | 92 | -1 | +0 | -1 | +2 | +3 | 0.3 |
| 2017 | 25 | AAA MLE | Salt Lake Bees | — | 414 | 379 | 103 | 21 | 1 | 10 | 33 | 93 | 0 | 19 | 5 | 272 | 330 | 412 | 742 | 140 | 328 | 22 | 8 | 317 | 101 | — | — | — | — | — | — |
| 2018 | 26 | MLB MLE | Los Angeles Angels | — | 124 | 112 | 15 | 7 | 1 | 1 | 10 | 44 | 1 | 1 | 0 | 134 | 211 | 241 | 452 | 107 | 206 | 35 | 8 | 211 | 29 | -10 | +0 | -0 | +1 | +3 | -0.7 |
| 2018 | 26 | AAA MLE | Salt Lake Bees | — | 279 | 264 | 58 | 15 | 2 | 5 | 12 | 67 | 1 | 8 | 1 | 220 | 256 | 348 | 605 | 129 | 273 | 24 | 4 | 263 | 64 | — | — | — | — | — | — |
| 2019 | 27 | MLB MLE | Los Angeles Angels | — | 26 | 25 | 4 | 3 | 0 | 0 | 1 | 7 | 0 | 1 | 0 | 160 | 192 | 280 | 472 | 120 | 222 | 27 | 4 | 216 | 32 | -2 | +0 | +0 | +1 | +1 | 0.0 |
| 2019 | 27 | AAA MLE | Salt Lake Bees | — | 317 | 295 | 67 | 11 | 3 | 6 | 17 | 70 | 1 | 3 | 4 | 227 | 272 | 346 | 617 | 119 | 271 | 22 | 5 | 269 | 68 | — | — | — | — | — | — |
| 2019 | 27 | AA MLE | Mobile BayBears | — | 42 | 40 | 6 | 1 | 0 | 1 | 1 | 14 | 0 | 0 | 0 | 150 | 171 | 250 | 421 | 100 | 179 | 33 | 2 | 167 | -1 | — | — | — | — | — | — |
| 2010 | 18 | ROK MLE | Orem Owlz | — | 28 | 26 | 4 | 0 | 0 | 1 | 1 | 12 | 0 | 0 | 0 | 154 | 185 | 269 | 454 | 115 | 214 | 43 | 4 | 162 | -4 | — | — | — | — | — | — |
| 2010 | 18 | ROK RAW | Orem Owlz | — | 28 | 26 | 5 | 0 | 0 | 1 | 1 | 8 | 0 | 0 | 0 | 192 | 222 | 308 | 530 | 115 | 222 | 29 | 4 | 229 | -4 | — | — | — | — | — | — |
| 2011 | 19 | ROK MLE | Orem Owlz | — | 323 | 296 | 62 | 8 | 2 | 5 | 16 | 117 | 5 | 10 | 4 | 209 | 262 | 301 | 563 | 91 | 317 | 36 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2011 | 19 | ROK RAW | Orem Owlz | — | 323 | 283 | 80 | 12 | 3 | 7 | 25 | 81 | 5 | 10 | 4 | 283 | 347 | 420 | 767 | 138 | 363 | 25 | 8 | 336 | 53 | — | — | — | — | — | — |
| 2012 | 20 | A+ MLE | 3 teams | — | 675 | 607 | 148 | 30 | 6 | 16 | 54 | 174 | 4 | 14 | 7 | 244 | 310 | 392 | 702 | 148 | 310 | 26 | 8 | 304 | 92 | — | — | — | — | — | — |
| 2012 | 20 | A+ RAW | 3 teams | — | 675 | 586 | 157 | 33 | 7 | 17 | 73 | 127 | 4 | 14 | 7 | 268 | 352 | 435 | 787 | 167 | 310 | 19 | 11 | 346 | 92 | — | — | — | — | — | — |
| 2013 | 21 | AA MLE | Arkansas Travelers | — | 546 | 510 | 107 | 18 | 1 | 5 | 26 | 153 | 3 | 14 | 5 | 210 | 252 | 278 | 531 | 69 | 287 | 28 | 5 | 236 | 46 | — | — | — | — | — | — |
| 2013 | 21 | AA RAW | Arkansas Travelers | — | 546 | 498 | 110 | 20 | 1 | 6 | 38 | 124 | 3 | 14 | 5 | 221 | 280 | 301 | 581 | 80 | 280 | 23 | 7 | 263 | 46 | — | — | — | — | — | — |
| 2014 | 22 | AA MLE | 2 teams | — | 572 | 528 | 114 | 20 | 4 | 6 | 35 | 128 | 3 | 29 | 7 | 216 | 269 | 303 | 572 | 87 | 271 | 22 | 6 | 254 | 58 | — | — | — | — | — | — |
| 2014 | 22 | AA RAW | 2 teams | — | 572 | 516 | 112 | 18 | 7 | 6 | 47 | 114 | 3 | 29 | 7 | 217 | 286 | 314 | 600 | 97 | 265 | 20 | 8 | 271 | 58 | — | — | — | — | — | — |
| 2015 | 23 | AAA MLE | 3 teams | — | 526 | 476 | 109 | 24 | 5 | 8 | 40 | 165 | 3 | 13 | 4 | 229 | 293 | 351 | 644 | 122 | 327 | 31 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2015 | 23 | AAA RAW | 3 teams | — | 526 | 460 | 126 | 29 | 7 | 9 | 56 | 126 | 3 | 13 | 4 | 274 | 356 | 426 | 783 | 152 | 353 | 24 | 11 | 346 | 77 | — | — | — | — | — | — |
| 2016 | 24 | AAA MLE | 2 teams | — | 545 | 511 | 112 | 31 | 4 | 8 | 26 | 156 | 3 | 18 | 4 | 219 | 261 | 342 | 604 | 123 | 296 | 29 | 5 | 261 | 63 | — | — | — | — | — | — |
| 2016 | 24 | AAA RAW | 2 teams | — | 545 | 499 | 131 | 38 | 5 | 10 | 37 | 123 | 3 | 18 | 4 | 263 | 317 | 419 | 736 | 156 | 327 | 23 | 7 | 323 | 63 | — | — | — | — | — | — |
| 2017 | 25 | AAA MLE | 2 teams | — | 531 | 482 | 126 | 26 | 2 | 13 | 42 | 121 | 3 | 23 | 7 | 261 | 324 | 405 | 729 | 143 | 323 | 23 | 8 | 314 | 99 | — | — | — | — | — | — |
| 2017 | 25 | AAA RAW | 2 teams | — | 531 | 469 | 137 | 30 | 2 | 15 | 54 | 101 | 3 | 23 | 7 | 292 | 368 | 461 | 829 | 168 | 344 | 19 | 10 | 366 | 99 | — | — | — | — | — | — |
| 2018 | 26 | AAA MLE | 2 teams | — | 403 | 376 | 73 | 22 | 3 | 6 | 22 | 111 | 2 | 9 | 1 | 194 | 242 | 316 | 559 | 122 | 256 | 28 | 5 | 247 | 53 | — | — | — | — | — | — |
| 2018 | 26 | AAA RAW | 2 teams | — | 403 | 370 | 89 | 27 | 4 | 7 | 28 | 96 | 2 | 9 | 1 | 241 | 297 | 392 | 689 | 151 | 304 | 24 | 7 | 305 | 53 | — | — | — | — | — | — |
| 2019 | 27 | AAA MLE | 3 teams | — | 385 | 359 | 77 | 15 | 3 | 7 | 20 | 91 | 1 | 4 | 4 | 214 | 258 | 331 | 589 | 117 | 264 | 24 | 5 | 254 | 58 | — | — | — | — | — | — |
| 2019 | 27 | AAA RAW | 3 teams | — | 385 | 351 | 94 | 19 | 4 | 9 | 28 | 73 | 1 | 4 | 4 | 268 | 324 | 422 | 745 | 154 | 311 | 19 | 7 | 327 | 58 | — | — | — | — | — | — |
| 2010 | 18 | ROK MLE | Orem Owlz | — | 28 | 27 | 4 | 0 | 0 | 1 | 1 | 12 | 0 | 0 | 0 | 148 | 185 | 259 | 444 | 111 | 183 | 43 | 4 | 162 | -4 | — | — | — | — | — | — |
| 2011 | 19 | ROK MLE | Orem Owlz | — | 323 | 299 | 62 | 8 | 2 | 5 | 16 | 117 | 5 | 10 | 4 | 207 | 262 | 298 | 559 | 90 | 304 | 36 | 5 | 246 | 53 | — | — | — | — | — | — |
| 2012 | 20 | A+ MLE | 3 teams | — | 675 | 612 | 148 | 30 | 6 | 16 | 54 | 174 | 4 | 14 | 7 | 242 | 310 | 389 | 699 | 147 | 303 | 26 | 8 | 304 | 92 | — | — | — | — | — | — |
| 2013 | 21 | AA MLE | Arkansas Travelers | — | 546 | 512 | 107 | 18 | 1 | 5 | 26 | 153 | 3 | 14 | 5 | 209 | 252 | 277 | 530 | 68 | 283 | 28 | 5 | 236 | 46 | — | — | — | — | — | — |
| 2014 | 22 | AA MLE | 2 teams | — | 572 | 529 | 114 | 20 | 4 | 6 | 35 | 128 | 3 | 29 | 7 | 216 | 269 | 302 | 571 | 87 | 266 | 22 | 6 | 254 | 58 | — | — | — | — | — | — |
| 2015 | 23 | AAA MLE | 3 teams | — | 526 | 478 | 109 | 24 | 5 | 8 | 40 | 165 | 3 | 13 | 4 | 228 | 293 | 349 | 642 | 121 | 322 | 31 | 8 | 282 | 77 | — | — | — | — | — | — |
| 2016 | 24 | AAA MLE | 2 teams | — | 545 | 511 | 112 | 31 | 4 | 8 | 26 | 156 | 3 | 18 | 4 | 219 | 261 | 342 | 604 | 123 | 292 | 29 | 5 | 261 | 63 | — | — | — | — | — | — |
| 2017 | 25 | AAA MLE | 2 teams | — | 531 | 481 | 126 | 26 | 2 | 13 | 42 | 121 | 3 | 23 | 7 | 262 | 324 | 405 | 730 | 143 | 318 | 23 | 8 | 314 | 99 | — | — | — | — | — | — |
| 2018 | 26 | AAA MLE | 2 teams | — | 403 | 376 | 73 | 22 | 3 | 6 | 22 | 111 | 2 | 9 | 1 | 194 | 242 | 316 | 559 | 122 | 252 | 28 | 5 | 247 | 53 | — | — | — | — | — | — |
| 2019 | 27 | AAA MLE | 3 teams | — | 385 | 361 | 77 | 15 | 3 | 7 | 20 | 91 | 1 | 4 | 4 | 213 | 258 | 330 | 588 | 116 | 258 | 24 | 5 | 254 | 58 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 406 | 370 | 65 | 21 | 2 | 6 | 26 | 121 | 5 | 7 | 3 | 176 | 239 | 292 | 531 | 116 | 241 | 30 | 6 | 239 | 68 | -25 | +0 | -2 | +9 | +9 | -1.0 | |
| / 162G | — | A+C | — | 650 | 592 | 105 | 34 | 3 | 10 | 42 | 194 | 8 | 11 | 5 | 177 | 241 | 296 | 537 | 118 | 243 | 30 | 6 | 239 | 68 | -40 | +0 | -4 | +14 | +14 | -1.6 | |
| Career | — | MLE | — | 4534 | 4171 | 932 | 194 | 30 | 75 | 282 | 1228 | 27 | 134 | 43 | 223 | 277 | 338 | 615 | 115 | 295 | 27 | 6 | 269 | 68 | -25 | +0 | -2 | +9 | +9 | -1.0 | |
| / 162G | — | MLE | — | 650 | 598 | 134 | 28 | 4 | 11 | 40 | 176 | 4 | 19 | 6 | 224 | 277 | 339 | 617 | 115 | 295 | 27 | 6 | 269 | 68 | -40 | +0 | -4 | +14 | +14 | -1.6 | |
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 AAASalt Lake Bees · 317 PAwOBA .344 → .269 (−74)K% 17.4% → 22.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.35% | ÷1.009 | ×1.290 | — | — | 22.18% |
| BB% (unintentional) /PA | 7.57% | ÷0.980 | ×0.710 | — | ×1.003 | 5.50% |
| HBP% /PA | 0.32% | — | ×0.980 | — | ×1.003 | 0.31% |
| Singles /BIP | 24.14% | ÷1.007 | ×0.900 | ×0.950 | ×1.003 | 20.56% |
| Doubles /BIP | 6.47% | ÷1.062 | ×0.810 | ×0.950 | ×1.003 | 4.70% |
| Triples /BIP | 1.72% | ÷0.900 | ×0.810 | ×0.950 | ×1.003 | 1.48% |
| Home runs /BIP | 3.45% | ÷1.059 | ×0.780 | — | ×1.003 | 2.55% |
Factors used: league row PCL. Park (home-season share, regressed): HR 112, 1B 101, 2B 112, 3B 80, K 102, BB 96 — 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 ×0.950.
Result: wOBA .344 → .269; ISO .164 → .122; BABIP .330 → .271. 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).
2019 AAMobile BayBears · 42 PAwOBA .220 → .167 (−53)K% 26.2% → 33.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.19% | ÷0.956 | ×1.220 | — | — | 33.43% |
| BB% (unintentional) /PA | 4.76% | ÷1.020 | ×0.680 | — | ×0.978 | 3.11% |
| HBP% /PA | 0.00% | — | ×0.840 | — | ×0.978 | 0.00% |
| Singles /BIP | 17.86% | ÷1.066 | ×0.920 | — | ×0.978 | 15.08% |
| Doubles /BIP | 3.57% | ÷1.054 | ×0.910 | — | ×0.978 | 3.01% |
| Triples /BIP | 0.00% | ÷0.902 | ×0.880 | — | ×0.978 | 0.00% |
| Home runs /BIP | 3.57% | ÷1.050 | ×0.800 | — | ×0.978 | 2.66% |
Factors used: league row SL. Park (home-season share, regressed): HR 110, 1B 113, 2B 111, 3B 80, K 91, BB 104 — 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).
Result: wOBA .220 → .167; ISO .103 → .075; BABIP .214 → .179. 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).
2018 AAASalt Lake Bees · 279 PAwOBA .341 → .263 (−77)K% 18.6% → 24.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 18.64% | ÷1.003 | ×1.290 | — | — | 23.98% |
| BB% (unintentional) /PA | 6.45% | ÷1.068 | ×0.710 | — | ×1.018 | 4.36% |
| HBP% /PA | 0.36% | — | ×0.980 | — | ×1.018 | 0.36% |
| Singles /BIP | 21.84% | ÷1.064 | ×0.900 | ×0.973 | ×1.018 | 18.29% |
| Doubles /BIP | 9.71% | ÷1.045 | ×0.810 | ×0.973 | ×1.018 | 7.45% |
| Triples /BIP | 1.46% | ÷0.969 | ×0.810 | ×0.973 | ×1.018 | 1.21% |
| Home runs /BIP | 2.91% | ÷0.958 | ×0.780 | — | ×1.018 | 2.42% |
Factors used: league row PCL. Park (home-season share, regressed): HR 92, 1B 113, 2B 109, 3B 94, K 101, BB 114 — 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 ×0.973.
Result: wOBA .341 → .263; ISO .171 → .132; BABIP .337 → .273. 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 AAASalt Lake Bees · 414 PAwOBA .374 → .317 (−56)K% 17.6% → 22.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.63% | ÷1.010 | ×1.290 | — | — | 22.52% |
| BB% (unintentional) /PA | 10.63% | ÷0.993 | ×0.710 | — | ×1.033 | 7.85% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.033 | 0.00% |
| Singles /BIP | 25.85% | ÷0.986 | ×0.900 | ×1.009 | ×1.033 | 24.58% |
| Doubles /BIP | 8.50% | ÷1.009 | ×0.810 | ×1.009 | ×1.033 | 7.11% |
| Triples /BIP | 0.34% | ÷1.093 | ×0.810 | ×1.009 | ×1.033 | 0.26% |
| Home runs /BIP | 4.08% | ÷0.989 | ×0.780 | — | ×1.033 | 3.33% |
Factors used: league row PCL. Park (home-season share, regressed): HR 98, 1B 97, 2B 102, 3B 119, K 102, BB 99 — 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 ×1.009.
Result: wOBA .374 → .317; ISO .172 → .138; BABIP .359 → .328. 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 AAASalt Lake Bees · 458 PAwOBA .339 → .273 (−67)K% 21.8% → 29.1%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.83% | ÷0.969 | ×1.290 | — | — | 29.07% |
| BB% (unintentional) /PA | 7.64% | ÷1.021 | ×0.710 | — | ×1.048 | 5.57% |
| HBP% /PA | 0.44% | — | ×0.980 | — | ×1.048 | 0.45% |
| Singles /BIP | 21.66% | ÷1.033 | ×0.900 | ×1.003 | ×1.048 | 19.84% |
| Doubles /BIP | 10.83% | ÷1.020 | ×0.810 | ×1.003 | ×1.048 | 9.04% |
| Triples /BIP | 1.59% | ÷1.137 | ×0.810 | ×1.003 | ×1.048 | 1.19% |
| Home runs /BIP | 2.87% | ÷1.035 | ×0.780 | — | ×1.048 | 2.26% |
Factors used: league row PCL. Park (home-season share, regressed): HR 107, 1B 107, 2B 104, 3B 127, K 94, BB 104 — 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 ×1.003.
Result: wOBA .339 → .273; ISO .171 → .131; BABIP .347 → .305. 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 AAASalt Lake Bees · 253 PAwOBA .383 → .314 (−69)K% 25.3% → 34.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 25.30% | ÷0.952 | ×1.290 | — | — | 34.30% |
| BB% (unintentional) /PA | 10.67% | ÷1.025 | ×0.710 | — | ×1.050 | 7.76% |
| HBP% /PA | 0.00% | — | ×0.980 | — | ×1.050 | 0.00% |
| Singles /BIP | 31.41% | ÷1.012 | ×0.900 | ×1.002 | ×1.050 | 29.37% |
| Doubles /BIP | 8.33% | ÷1.001 | ×0.810 | ×1.002 | ×1.050 | 7.09% |
| Triples /BIP | 1.92% | ÷0.987 | ×0.810 | ×1.002 | ×1.050 | 1.66% |
| Home runs /BIP | 3.85% | ÷0.980 | ×0.780 | — | ×1.050 | 3.21% |
Factors used: league row PCL. Park (home-season share, regressed): HR 96, 1B 102, 2B 100, 3B 97, K 90, BB 105 — applied at half strength. Age: age 23 vs a level average of 27.2 → +5.0% on BB/HBP/hit rates (4.2 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.002.
Result: wOBA .383 → .314; ISO .168 → .134; BABIP .422 → .383. 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 A+Inland Empire 66ers · 221 PAwOBA .314 → .255 (−59)K% 19.5% → 26.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 19.46% | ÷0.972 | ×1.340 | — | — | 26.81% |
| BB% (unintentional) /PA | 9.95% | ÷1.013 | ×0.710 | — | ×0.998 | 6.96% |
| HBP% /PA | 1.36% | — | ×0.790 | — | ×0.998 | 1.07% |
| Singles /BIP | 17.88% | ÷1.021 | ×0.910 | ×1.050 | ×0.998 | 16.71% |
| Doubles /BIP | 9.27% | ÷1.000 | ×0.820 | ×1.050 | ×0.998 | 7.97% |
| Triples /BIP | 2.65% | ÷1.150 | ×0.760 | ×1.050 | ×0.998 | 1.83% |
| Home runs /BIP | 1.32% | ÷0.896 | ×0.920 | — | ×0.998 | 1.36% |
Factors used: league row CAL. Park (home-season share, regressed): HR 79, 1B 104, 2B 100, 3B 130, K 94, BB 103 — applied at half strength. Age: age 23 vs a level average of 22.8 → −0.2% on BB/HBP/hit rates (0.2 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .314 → .255; ISO .144 → .117; BABIP .298 → .265. 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 AAArkansas Travelers · 487 PAwOBA .274 → .254 (−21)K% 20.3% → 22.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 20.33% | ÷1.106 | ×1.220 | — | — | 22.43% |
| BB% (unintentional) /PA | 8.42% | ÷1.012 | ×0.700 | — | ×1.042 | 6.07% |
| HBP% /PA | 0.62% | — | ×0.870 | — | ×1.042 | 0.56% |
| Singles /BIP | 20.54% | ÷0.961 | ×0.920 | ×1.008 | ×1.042 | 20.64% |
| Doubles /BIP | 5.36% | ÷0.972 | ×0.840 | ×1.008 | ×1.042 | 4.86% |
| Triples /BIP | 1.19% | ÷1.150 | ×0.940 | ×1.008 | ×1.042 | 1.02% |
| Home runs /BIP | 1.79% | ÷0.986 | ×0.800 | — | ×1.042 | 1.51% |
Factors used: league row TL. Park (home-season share, regressed): HR 97, 1B 92, 2B 94, 3B 130, K 121, BB 102 — applied at half strength. Age: age 22 vs a level average of 24.8 → +4.2% on BB/HBP/hit rates (2.8 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.008.
Result: wOBA .274 → .254; ISO .101 → .091; BABIP .272 → .266. 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).