Gift Ngoepe
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG | |
|---|---|---|---|---|---|---|---|---|---|---|
| 2018 | 28 | AAA/INTL2 orgs | 311 | .274/.382/.449 | 8 | 11 | 115 | — | .130/.236/.181 | |
| 2018 | 28 | MLBTOR | 19 | .056/.105/.056 | 0 | 0 | -57 | -0.2 | ||
| 2019 | 29 | AAA/AA/INTL3 orgs | 259 | .237/.335/.402 | 7 | 5 | 75 | — | .151/.225/.262 | |
| 2020 | 30 | INTLMelbourne Aces | 97 | .208/.365/.273 | 1 | 6 | 93 | — | ||
| 2021 | 31 | No MLB games played | ||||||||
| 2022 | 32 | No MLB games played | ||||||||
| 2023 | 33 | No MLB games played | ||||||||
| 2024 | 34 | No MLB games played | ||||||||
| 2025 | 35 | No MLB games played | ||||||||
| 2026 | 36 | 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) | |||||||||||||||||||||||||||||||
| 2009 | 19 | ROK | GCL Pirates | — | 193 | 160 | 38 | 4 | 0 | 1 | 21 | 52 | 4 | 13 | 9 | 237 | 341 | 281 | 622 | 44 | 346 | 27 | 11 | 283 | 26 | — | — | — | — | — | — |
| 2011 | 21 | A | West Virginia Power | — | 93 | 85 | 26 | 5 | 1 | 2 | 7 | 14 | 0 | 3 | 3 | 306 | 359 | 459 | 818 | 153 | 348 | 15 | 8 | 359 | 90 | — | — | — | — | — | — |
| 2012 | 22 | A+ | Bradenton Marauders | — | 539 | 457 | 106 | 11 | 5 | 9 | 63 | 130 | 5 | 22 | 14 | 232 | 331 | 337 | 668 | 105 | 302 | 24 | 12 | 300 | 41 | — | — | — | — | — | — |
| 2012 | 22 | INTL | Scottsdale Scorpions | — | 55 | 46 | 12 | 2 | 1 | 1 | 7 | 15 | 1 | 2 | 1 | 261 | 370 | 413 | 783 | 152 | 367 | 27 | 13 | 348 | 121 | — | — | — | — | — | — |
| 2013 | 23 | AA | Altoona Curve | — | 259 | 220 | 39 | 10 | 2 | 3 | 29 | 81 | 3 | 11 | 3 | 177 | 282 | 282 | 564 | 105 | 259 | 31 | 11 | 257 | 30 | — | — | — | — | — | — |
| 2013 | 23 | A+ | Bradenton Marauders | — | 123 | 96 | 28 | 7 | 3 | 0 | 21 | 35 | 1 | 7 | 1 | 292 | 424 | 427 | 851 | 135 | 459 | 28 | 17 | 370 | 85 | — | — | — | — | — | — |
| 2013 | 23 | INTL | Scottsdale Scorpions | — | 58 | 51 | 4 | 1 | 0 | 0 | 6 | 19 | 0 | 2 | 0 | 78 | 175 | 98 | 273 | 20 | 121 | 33 | 10 | 141 | -18 | — | — | — | — | — | — |
| 2014 | 24 | AA | Altoona Curve | — | 499 | 437 | 104 | 17 | 9 | 9 | 51 | 135 | 2 | 13 | 8 | 238 | 320 | 380 | 700 | 142 | 322 | 27 | 10 | 310 | 65 | — | — | — | — | — | — |
| 2015 | 25 | AAA | Indianapolis Indians | — | 71 | 61 | 15 | 4 | 0 | 0 | 6 | 15 | 0 | 1 | 2 | 246 | 313 | 311 | 625 | 66 | 326 | 21 | 8 | 272 | 47 | — | — | — | — | — | — |
| 2015 | 25 | AA | Altoona Curve | — | 280 | 246 | 64 | 12 | 2 | 3 | 24 | 66 | 5 | 3 | 6 | 260 | 338 | 362 | 700 | 102 | 345 | 24 | 9 | 314 | 69 | — | — | — | — | — | — |
| 2016 | 26 | AAA | Indianapolis Indians | — | 373 | 332 | 72 | 20 | 1 | 8 | 31 | 130 | 3 | 5 | 2 | 217 | 290 | 355 | 645 | 139 | 328 | 35 | 8 | 286 | 47 | — | — | — | — | — | — |
| 2017 | 27 | MLB | Pittsburgh Pirates | — | 63 | 54 | 12 | 2 | 1 | 0 | 8 | 26 | 0 | 0 | 0 | 222 | 323 | 296 | 619 | 74 | 429 | 41 | 13 | 284 | 78 | -2 | +0 | +1 | +1 | +1 | 0.2 |
| 2017 | 27 | AAA | Indianapolis Indians | — | 299 | 264 | 58 | 15 | 5 | 6 | 28 | 91 | 3 | 2 | 4 | 220 | 302 | 383 | 684 | 163 | 306 | 30 | 9 | 303 | 59 | — | — | — | — | — | — |
| 2018 | 28 | MLB | Toronto Blue Jays | — | 19 | 18 | 1 | 0 | 0 | 0 | 1 | 12 | 0 | 0 | 0 | 56 | 105 | 56 | 161 | 167 | 63 | 5 | 84 | -57 | -4 | +0 | +0 | +1 | +0 | -0.2 | |
| 2018 | 28 | AAA | Buffalo Bisons | — | 159 | 131 | 22 | 3 | 1 | 2 | 25 | 63 | 1 | 2 | 1 | 168 | 306 | 252 | 558 | 84 | 299 | 40 | 16 | 266 | 26 | — | — | — | — | — | — |
| 2018 | 28 | INTL | Sydney Blue Sox | — | 152 | 132 | 50 | 9 | 4 | 6 | 20 | 33 | 0 | 9 | 1 | 379 | 461 | 644 | 1.104 | 265 | 473 | 22 | 13 | 477 | 209 | — | — | — | — | — | — |
| 2019 | 29 | AAA | Lehigh Valley IronPigs | — | 135 | 122 | 27 | 8 | 0 | 5 | 12 | 56 | 1 | 1 | 0 | 221 | 296 | 410 | 706 | 189 | 361 | 41 | 9 | 314 | 45 | — | — | — | — | — | — |
| 2019 | 29 | AA | Altoona Curve | — | 38 | 30 | 3 | 0 | 0 | 0 | 8 | 14 | 0 | 2 | 1 | 100 | 289 | 100 | 389 | 188 | 37 | 21 | 218 | -6 | — | — | — | — | — | — | |
| 2019 | 29 | INTL | Sydney Blue Sox | — | 86 | 72 | 23 | 6 | 1 | 2 | 12 | 18 | 0 | 2 | 0 | 319 | 417 | 514 | 931 | 194 | 396 | 21 | 14 | 401 | 158 | — | — | — | — | — | — |
| 2020 | 30 | INTL | Melbourne Aces | — | 97 | 77 | 16 | 2 | 0 | 1 | 19 | 28 | 0 | 6 | 1 | 208 | 365 | 273 | 637 | 65 | 306 | 29 | 20 | 306 | 93 | — | — | — | — | — | — |
| ▸ Career Totals (raw MLB only — historical actual) | |||||||||||||||||||||||||||||||
| MLB Career | — | — | 82 | 72 | 13 | 2 | 1 | 0 | 9 | 38 | 0 | 0 | 0 | 181 | 272 | 236 | 508 | 56 | 382 | 46 | 11 | 238 | 47 | -5 | +0 | +1 | +2 | +2 | 0.0 | ||
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2009 | 19 | ROK MLE | GCL Pirates | — | 193 | 168 | 31 | 3 | 0 | 1 | 13 | 75 | 4 | 13 | 9 | 185 | 259 | 220 | 480 | 36 | 295 | 39 | 7 | 207 | 26 | — | — | — | — | — | — |
| 2011 | 21 | A MLE | West Virginia Power | — | 93 | 87 | 24 | 4 | 1 | 1 | 5 | 19 | 0 | 3 | 3 | 276 | 315 | 379 | 695 | 103 | 334 | 20 | 5 | 301 | 90 | — | — | — | — | — | — |
| 2012 | 22 | A+ MLE | Bradenton Marauders | — | 539 | 480 | 89 | 10 | 4 | 5 | 40 | 192 | 5 | 22 | 14 | 185 | 255 | 254 | 509 | 69 | 281 | 36 | 7 | 229 | 41 | — | — | — | — | — | — |
| 2013 | 23 | AA MLE | Altoona Curve | — | 259 | 230 | 36 | 9 | 2 | 3 | 19 | 109 | 3 | 11 | 3 | 157 | 230 | 252 | 482 | 96 | 258 | 42 | 7 | 212 | 30 | — | — | — | — | — | — |
| 2013 | 23 | A+ MLE | Bradenton Marauders | — | 123 | 103 | 25 | 6 | 3 | 0 | 14 | 50 | 1 | 7 | 1 | 243 | 339 | 359 | 698 | 117 | 420 | 41 | 11 | 294 | 85 | — | — | — | — | — | — |
| 2014 | 24 | AA MLE | Altoona Curve | — | 499 | 455 | 99 | 15 | 8 | 8 | 33 | 167 | 2 | 13 | 8 | 218 | 273 | 338 | 612 | 121 | 310 | 33 | 7 | 264 | 65 | — | — | — | — | — | — |
| 2015 | 25 | AAA MLE | Indianapolis Indians | — | 71 | 63 | 15 | 4 | 0 | 0 | 4 | 18 | 0 | 1 | 2 | 238 | 284 | 302 | 585 | 63 | 300 | 25 | 6 | 238 | 47 | — | — | — | — | — | — |
| 2015 | 25 | AA MLE | Altoona Curve | — | 280 | 254 | 62 | 11 | 2 | 3 | 16 | 80 | 5 | 3 | 6 | 244 | 302 | 339 | 640 | 94 | 327 | 29 | 6 | 270 | 69 | — | — | — | — | — | — |
| 2016 | 26 | AAA MLE | Indianapolis Indians | — | 373 | 343 | 66 | 17 | 1 | 7 | 20 | 154 | 3 | 5 | 2 | 192 | 243 | 309 | 552 | 117 | 307 | 41 | 5 | 238 | 47 | — | — | — | — | — | — |
| 2017 | 27 | MLB MLE | Pittsburgh Pirates | — | 63 | 54 | 12 | 2 | 1 | 0 | 8 | 26 | 0 | 0 | 0 | 222 | 323 | 296 | 619 | 74 | 429 | 41 | 13 | 283 | 78 | -2 | +0 | +1 | +1 | +1 | 0.2 |
| 2017 | 27 | AAA MLE | Indianapolis Indians | — | 299 | 272 | 53 | 12 | 4 | 6 | 20 | 106 | 3 | 2 | 4 | 195 | 258 | 335 | 592 | 140 | 279 | 35 | 7 | 256 | 59 | — | — | — | — | — | — |
| 2018 | 28 | MLB MLE | Toronto Blue Jays | — | 19 | 18 | 1 | 0 | 0 | 0 | 1 | 12 | 0 | 0 | 0 | 56 | 105 | 56 | 161 | 167 | 63 | 5 | 84 | -57 | -4 | +0 | +0 | +1 | +0 | -0.2 | |
| 2018 | 28 | AAA MLE | Buffalo Bisons | — | 159 | 138 | 18 | 2 | 1 | 1 | 18 | 76 | 1 | 2 | 1 | 130 | 236 | 181 | 417 | 51 | 272 | 48 | 11 | 206 | 26 | — | — | — | — | — | — |
| 2019 | 29 | AAA MLE | Lehigh Valley IronPigs | — | 135 | 126 | 21 | 6 | 0 | 4 | 8 | 67 | 1 | 1 | 0 | 167 | 222 | 310 | 532 | 143 | 305 | 50 | 6 | 234 | 45 | — | — | — | — | — | — |
| 2019 | 29 | AA MLE | Altoona Curve | — | 38 | 32 | 3 | 0 | 0 | 0 | 6 | 18 | 0 | 2 | 1 | 94 | 237 | 94 | 331 | 173 | 47 | 16 | 160 | -6 | — | — | — | — | — | — | |
| 2009 | 19 | ROK MLE | GCL Pirates | — | 193 | 168 | 31 | 3 | 0 | 1 | 13 | 75 | 4 | 13 | 9 | 185 | 259 | 220 | 480 | 36 | 326 | 39 | 7 | 207 | 26 | — | — | — | — | — | — |
| 2009 | 19 | ROK RAW | GCL Pirates | — | 193 | 160 | 38 | 4 | 0 | 1 | 21 | 52 | 4 | 13 | 9 | 237 | 341 | 281 | 622 | 44 | 346 | 27 | 11 | 283 | 26 | — | — | — | — | — | — |
| 2011 | 21 | A MLE | West Virginia Power | — | 93 | 87 | 24 | 4 | 1 | 1 | 5 | 19 | 0 | 3 | 3 | 276 | 315 | 379 | 695 | 103 | 343 | 20 | 5 | 301 | 90 | — | — | — | — | — | — |
| 2011 | 21 | A RAW | West Virginia Power | — | 93 | 85 | 26 | 5 | 1 | 2 | 7 | 14 | 0 | 3 | 3 | 306 | 359 | 459 | 818 | 153 | 348 | 15 | 8 | 359 | 90 | — | — | — | — | — | — |
| 2012 | 22 | A+ MLE | 2 teams | — | 594 | 528 | 99 | 12 | 4 | 6 | 45 | 211 | 6 | 24 | 15 | 188 | 259 | 259 | 519 | 72 | 296 | 36 | 8 | 229 | 41 | — | — | — | — | — | — |
| 2012 | 22 | A+ RAW | 2 teams | — | 594 | 503 | 118 | 13 | 6 | 10 | 70 | 145 | 6 | 24 | 15 | 235 | 335 | 344 | 679 | 109 | 308 | 24 | 12 | 305 | 41 | — | — | — | — | — | — |
| 2013 | 23 | AA MLE | 3 teams | — | 440 | 384 | 69 | 17 | 5 | 3 | 39 | 183 | 4 | 20 | 4 | 180 | 262 | 273 | 536 | 94 | 327 | 42 | 9 | 238 | 47 | — | — | — | — | — | — |
| 2013 | 23 | AA RAW | 3 teams | — | 440 | 367 | 71 | 18 | 5 | 3 | 56 | 135 | 4 | 20 | 4 | 193 | 307 | 294 | 601 | 101 | 292 | 31 | 13 | 273 | 47 | — | — | — | — | — | — |
| 2014 | 24 | AA MLE | Altoona Curve | — | 499 | 455 | 99 | 15 | 8 | 8 | 33 | 167 | 2 | 13 | 8 | 218 | 273 | 338 | 612 | 121 | 323 | 33 | 7 | 264 | 65 | — | — | — | — | — | — |
| 2014 | 24 | AA RAW | Altoona Curve | — | 499 | 437 | 104 | 17 | 9 | 9 | 51 | 135 | 2 | 13 | 8 | 238 | 320 | 380 | 700 | 142 | 322 | 27 | 10 | 310 | 65 | — | — | — | — | — | — |
| 2015 | 25 | AA MLE | 2 teams | — | 351 | 317 | 76 | 14 | 2 | 3 | 20 | 98 | 5 | 4 | 8 | 240 | 295 | 325 | 620 | 85 | 338 | 28 | 6 | 264 | 64 | — | — | — | — | — | — |
| 2015 | 25 | AA RAW | 2 teams | — | 351 | 307 | 79 | 16 | 2 | 3 | 30 | 81 | 5 | 4 | 8 | 257 | 333 | 352 | 685 | 94 | 341 | 23 | 9 | 305 | 64 | — | — | — | — | — | — |
| 2016 | 26 | AAA MLE | Indianapolis Indians | — | 373 | 343 | 66 | 17 | 1 | 7 | 20 | 154 | 3 | 5 | 2 | 192 | 243 | 309 | 552 | 117 | 322 | 41 | 5 | 238 | 47 | — | — | — | — | — | — |
| 2016 | 26 | AAA RAW | Indianapolis Indians | — | 373 | 332 | 72 | 20 | 1 | 8 | 31 | 130 | 3 | 5 | 2 | 217 | 290 | 355 | 645 | 139 | 328 | 35 | 8 | 286 | 47 | — | — | — | — | — | — |
| 2017 | 27 | AAA MLE | 2 teams | — | 362 | 326 | 65 | 14 | 5 | 6 | 28 | 132 | 3 | 2 | 4 | 199 | 269 | 328 | 597 | 129 | 309 | 36 | 8 | 261 | 63 | — | — | — | — | — | — |
| 2017 | 27 | AAA RAW | 2 teams | — | 362 | 318 | 70 | 17 | 6 | 6 | 36 | 117 | 3 | 2 | 4 | 220 | 305 | 368 | 673 | 148 | 323 | 32 | 10 | 300 | 63 | — | — | — | — | — | — |
| 2018 | 28 | AAA MLE | 3 teams | — | 330 | 292 | 36 | 4 | 1 | 3 | 35 | 163 | 1 | 11 | 2 | 123 | 220 | 175 | 394 | 51 | 260 | 49 | 11 | 193 | 17 | — | — | — | — | — | — |
| 2018 | 28 | AAA RAW | 3 teams | — | 330 | 281 | 73 | 12 | 5 | 8 | 46 | 108 | 1 | 11 | 2 | 260 | 366 | 423 | 789 | 164 | 392 | 33 | 14 | 353 | 17 | — | — | — | — | — | — |
| 2019 | 29 | AAA MLE | 3 teams | — | 259 | 236 | 34 | 8 | 0 | 6 | 20 | 127 | 1 | 5 | 1 | 144 | 214 | 254 | 468 | 110 | 269 | 49 | 8 | 218 | 34 | — | — | — | — | — | — |
| 2019 | 29 | AAA RAW | 3 teams | — | 259 | 224 | 53 | 14 | 1 | 7 | 32 | 88 | 1 | 5 | 1 | 237 | 335 | 402 | 736 | 165 | 354 | 34 | 12 | 329 | 34 | — | — | — | — | — | — |
| 2020 | 30 | INTL MLE | Melbourne Aces | — | 97 | 77 | 16 | 2 | 0 | 1 | 19 | 28 | 0 | 6 | 1 | 208 | 365 | 273 | 637 | 65 | 306 | 29 | 20 | — | — | — | — | — | — | — | — |
| 2020 | 30 | INTL RAW | Melbourne Aces | — | 97 | 77 | 16 | 2 | 0 | 1 | 19 | 28 | 0 | 6 | 1 | 208 | 365 | 273 | 637 | 65 | 306 | 29 | 20 | 306 | 93 | — | — | — | — | — | — |
| 2009 | 19 | ROK MLE | GCL Pirates | — | 193 | 174 | 31 | 3 | 0 | 1 | 13 | 75 | 4 | 13 | 9 | 178 | 259 | 213 | 472 | 34 | 295 | 39 | 7 | 207 | 26 | — | — | — | — | — | — |
| 2011 | 21 | A MLE | West Virginia Power | — | 93 | 88 | 24 | 4 | 1 | 1 | 5 | 19 | 0 | 3 | 3 | 273 | 315 | 375 | 690 | 102 | 334 | 20 | 5 | 301 | 90 | — | — | — | — | — | — |
| 2012 | 22 | A+ MLE | 2 teams | — | 594 | 538 | 99 | 12 | 4 | 6 | 45 | 211 | 6 | 24 | 15 | 184 | 259 | 255 | 514 | 71 | 281 | 36 | 8 | 229 | 41 | — | — | — | — | — | — |
| 2013 | 23 | AA MLE | 3 teams | — | 440 | 394 | 69 | 17 | 5 | 3 | 39 | 183 | 4 | 20 | 4 | 175 | 262 | 266 | 529 | 91 | 310 | 42 | 9 | 238 | 47 | — | — | — | — | — | — |
| 2014 | 24 | AA MLE | Altoona Curve | — | 499 | 461 | 99 | 15 | 8 | 8 | 33 | 167 | 2 | 13 | 8 | 215 | 273 | 334 | 608 | 119 | 310 | 33 | 7 | 264 | 65 | — | — | — | — | — | — |
| 2015 | 25 | AA MLE | 2 teams | — | 351 | 323 | 76 | 14 | 2 | 3 | 20 | 98 | 5 | 4 | 8 | 235 | 295 | 319 | 614 | 84 | 322 | 28 | 6 | 264 | 64 | — | — | — | — | — | — |
| 2016 | 26 | AAA MLE | Indianapolis Indians | — | 373 | 347 | 66 | 17 | 1 | 7 | 20 | 154 | 3 | 5 | 2 | 190 | 243 | 305 | 549 | 115 | 307 | 41 | 5 | 238 | 47 | — | — | — | — | — | — |
| 2017 | 27 | AAA MLE | 2 teams | — | 362 | 328 | 65 | 14 | 5 | 6 | 28 | 132 | 3 | 2 | 4 | 198 | 269 | 326 | 595 | 128 | 305 | 36 | 8 | 261 | 63 | — | — | — | — | — | — |
| 2018 | 28 | AAA MLE | 3 teams | — | 330 | 291 | 36 | 4 | 1 | 3 | 35 | 163 | 1 | 11 | 2 | 124 | 220 | 175 | 395 | 52 | 261 | 49 | 11 | 193 | 17 | — | — | — | — | — | — |
| 2019 | 29 | AAA MLE | 3 teams | — | 259 | 236 | 34 | 8 | 0 | 6 | 20 | 127 | 1 | 5 | 1 | 144 | 214 | 254 | 468 | 110 | 276 | 49 | 8 | 218 | 34 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 82 | 72 | 13 | 2 | 1 | 0 | 9 | 38 | 0 | 0 | 0 | 181 | 272 | 236 | 508 | 56 | 382 | 46 | 11 | 238 | 44 | -5 | +0 | +1 | +2 | +2 | 0.0 | |
| / 162G | — | A+C | — | 650 | 571 | 103 | 16 | 8 | 0 | 71 | 301 | 0 | 0 | 0 | 180 | 271 | 236 | 507 | 56 | 381 | 46 | 11 | 238 | 44 | -41 | +0 | +10 | +20 | +14 | 0.3 | |
| Career | — | MLE | — | 3591 | 3213 | 615 | 110 | 27 | 45 | 277 | 1357 | 29 | 106 | 57 | 191 | 262 | 284 | 546 | 93 | 312 | 38 | 8 | 233 | 44 | -5 | +0 | +1 | +2 | +2 | 0.0 | |
| / 162G | — | MLE | — | 650 | 582 | 111 | 20 | 5 | 8 | 50 | 246 | 5 | 19 | 10 | 191 | 261 | 284 | 544 | 93 | 311 | 38 | 8 | 233 | 44 | -41 | +0 | +10 | +20 | +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.
2019 AAALehigh Valley IronPigs · 135 PAwOBA .303 → .234 (−69)K% 41.5% → 49.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 41.48% | ÷0.999 | ×1.200 | — | — | 49.81% |
| BB% (unintentional) /PA | 8.15% | ÷0.948 | ×0.690 | — | ×0.982 | 5.82% |
| HBP% /PA | 0.74% | — | ×0.940 | — | ×0.982 | 0.68% |
| Singles /BIP | 21.21% | ÷1.032 | ×0.930 | — | ×0.982 | 18.77% |
| Doubles /BIP | 12.12% | ÷1.033 | ×0.830 | — | ×0.982 | 9.56% |
| Triples /BIP | 0.00% | ÷1.061 | ×0.970 | — | ×0.982 | 0.00% |
| Home runs /BIP | 7.58% | ÷0.866 | ×0.840 | — | ×0.982 | 7.22% |
Factors used: league row IL. Park (home-season share, regressed): HR 73, 1B 106, 2B 107, 3B 112, K 100, BB 90 — 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).
Result: wOBA .303 → .234; ISO .189 → .151; BABIP .361 → .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).
2019 AAAltoona Curve · 38 PAwOBA .215 → .160 (−55)K% 36.8% → 46.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 36.84% | ÷0.959 | ×1.220 | — | — | 46.87% |
| BB% (unintentional) /PA | 21.05% | ÷0.958 | ×0.700 | — | ×0.958 | 14.73% |
| HBP% /PA | 0.00% | — | ×0.850 | — | ×0.958 | 0.00% |
| Singles /BIP | 18.75% | ÷1.009 | ×0.970 | — | ×0.958 | 17.27% |
| Doubles /BIP | 0.00% | ÷1.038 | ×0.860 | — | ×0.958 | 0.00% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.950 | — | ×0.958 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.783 | ×0.780 | — | ×0.958 | 0.00% |
Factors used: league row EL. Park (home-season share, regressed): HR 57, 1B 102, 2B 108, 3B 130, K 92, BB 92 — applied at half strength. Age: age 29 vs a level average of 24.8 → −4.2% on BB/HBP/hit rates (4.2 yr older than average).
Result: wOBA .215 → .160; ISO .000 → .000; BABIP .188 → .173. 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 AAABuffalo Bisons · 159 PAwOBA .262 → .206 (−56)K% 39.6% → 47.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 39.62% | ÷0.993 | ×1.200 | — | — | 47.89% |
| BB% (unintentional) /PA | 15.72% | ÷0.954 | ×0.690 | — | ×0.992 | 11.28% |
| HBP% /PA | 0.63% | — | ×0.940 | — | ×0.992 | 0.59% |
| Singles /BIP | 23.53% | ÷0.970 | ×0.930 | ×0.990 | ×0.992 | 22.16% |
| Doubles /BIP | 4.41% | ÷0.987 | ×0.830 | ×0.990 | ×0.992 | 3.64% |
| Triples /BIP | 1.47% | ÷1.150 | ×0.970 | ×0.990 | ×0.992 | 1.22% |
| Home runs /BIP | 2.94% | ÷1.080 | ×0.840 | — | ×0.992 | 2.27% |
Factors used: league row IL. Park (home-season share, regressed): HR 116, 1B 94, 2B 97, 3B 130, K 99, BB 91 — 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 ×0.990.
Result: wOBA .262 → .206; ISO .084 → .063; BABIP .299 → .272. 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 AAAIndianapolis Indians · 299 PAwOBA .298 → .256 (−41)K% 30.4% → 35.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.43% | ÷1.030 | ×1.200 | — | — | 35.46% |
| BB% (unintentional) /PA | 9.36% | ÷0.952 | ×0.690 | — | ×1.003 | 6.81% |
| HBP% /PA | 1.00% | — | ×0.940 | — | ×1.003 | 0.95% |
| Singles /BIP | 18.50% | ÷0.950 | ×0.930 | ×0.997 | ×1.003 | 18.12% |
| Doubles /BIP | 8.67% | ÷1.046 | ×0.830 | ×0.997 | ×1.003 | 6.88% |
| Triples /BIP | 2.89% | ÷1.150 | ×0.970 | ×0.997 | ×1.003 | 2.44% |
| Home runs /BIP | 3.47% | ÷0.850 | ×0.840 | — | ×1.003 | 3.44% |
Factors used: league row IL. Park (home-season share, regressed): HR 70, 1B 90, 2B 109, 3B 130, K 106, BB 90 — 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 ×0.997.
Result: wOBA .298 → .256; ISO .163 → .142; BABIP .306 → .279. 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 AAAIndianapolis Indians · 373 PAwOBA .278 → .238 (−40)K% 34.9% → 41.2%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 34.85% | ÷1.015 | ×1.200 | — | — | 41.22% |
| BB% (unintentional) /PA | 8.04% | ÷1.054 | ×0.690 | — | ×1.018 | 5.36% |
| HBP% /PA | 0.80% | — | ×0.940 | — | ×1.018 | 0.77% |
| Singles /BIP | 21.29% | ÷0.998 | ×0.930 | ×1.023 | ×1.018 | 20.67% |
| Doubles /BIP | 9.90% | ÷1.010 | ×0.830 | ×1.023 | ×1.018 | 8.48% |
| Triples /BIP | 0.50% | ÷0.900 | ×0.970 | ×1.023 | ×1.018 | 0.56% |
| Home runs /BIP | 3.96% | ÷0.933 | ×0.840 | — | ×1.018 | 3.63% |
Factors used: league row IL. Park (home-season share, regressed): HR 87, 1B 100, 2B 102, 3B 80, K 103, BB 111 — 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 ×1.023.
Result: wOBA .278 → .238; ISO .139 → .121; BABIP .328 → .307. 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 AAAltoona Curve · 280 PAwOBA .304 → .270 (−34)K% 23.6% → 28.6%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 23.57% | ÷1.005 | ×1.220 | — | — | 28.60% |
| BB% (unintentional) /PA | 8.21% | ÷1.004 | ×0.700 | — | ×0.998 | 5.71% |
| HBP% /PA | 1.79% | — | ×0.850 | — | ×0.998 | 1.51% |
| Singles /BIP | 26.11% | ÷0.997 | ×0.970 | ×1.000 | ×0.998 | 25.36% |
| Doubles /BIP | 6.67% | ÷0.953 | ×0.860 | ×1.000 | ×0.998 | 6.01% |
| Triples /BIP | 1.11% | ÷1.150 | ×0.950 | ×1.000 | ×0.998 | 0.92% |
| Home runs /BIP | 1.67% | ÷0.912 | ×0.780 | — | ×0.998 | 1.42% |
Factors used: league row EL. Park (home-season share, regressed): HR 82, 1B 99, 2B 91, 3B 130, K 101, BB 101 — 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 ×1.000.
Result: wOBA .304 → .270; ISO .102 → .088; BABIP .345 → .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).
2015 AAAIndianapolis Indians · 71 PAwOBA .265 → .238 (−27)K% 21.1% → 25.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.13% | ÷0.977 | ×1.200 | — | — | 25.94% |
| BB% (unintentional) /PA | 8.45% | ÷1.077 | ×0.690 | — | ×1.033 | 5.59% |
| HBP% /PA | 0.00% | — | ×0.940 | — | ×1.033 | 0.00% |
| Singles /BIP | 23.91% | ÷1.044 | ×0.930 | ×1.031 | ×1.033 | 22.68% |
| Doubles /BIP | 8.70% | ÷1.050 | ×0.830 | ×1.031 | ×1.033 | 7.32% |
| Triples /BIP | 0.00% | ÷1.041 | ×0.970 | ×1.031 | ×1.033 | 0.00% |
| Home runs /BIP | 0.00% | ÷0.847 | ×0.840 | — | ×1.033 | 0.00% |
Factors used: league row IL. Park (home-season share, regressed): HR 69, 1B 109, 2B 110, 3B 108, K 95, BB 115 — 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 ×1.031.
Result: wOBA .265 → .238; ISO .066 → .058; BABIP .326 → .300. 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 AAAltoona Curve · 499 PAwOBA .303 → .264 (−39)K% 27.1% → 33.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 27.05% | ÷0.986 | ×1.220 | — | — | 33.47% |
| BB% (unintentional) /PA | 10.22% | ÷1.078 | ×0.700 | — | ×1.012 | 6.72% |
| HBP% /PA | 0.40% | — | ×0.850 | — | ×1.012 | 0.34% |
| Singles /BIP | 22.85% | ÷1.017 | ×0.970 | ×1.035 | ×1.012 | 22.82% |
| Doubles /BIP | 5.63% | ÷1.020 | ×0.860 | ×1.035 | ×1.012 | 4.97% |
| Triples /BIP | 2.98% | ÷1.150 | ×0.950 | ×1.035 | ×1.012 | 2.58% |
| Home runs /BIP | 2.98% | ÷0.833 | ×0.780 | — | ×1.012 | 2.82% |
Factors used: league row EL. Park (home-season share, regressed): HR 67, 1B 103, 2B 104, 3B 130, K 97, BB 116 — 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 ×1.035.
Result: wOBA .303 → .264; ISO .142 → .126; BABIP .322 → .310. 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 — .