Kyle Mottice
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2018 | 22 | ROKGCL Pirates | 148 | .283/.472/.330 | 0 | 16 | 84 | — | .252/.403/.296 |
| 2019 | 23 | APIT | 222 | .316/.466/.363 | 0 | 18 | 87 | — | .250/.384/.289 |
| 2021 | 25 | AASF | 128 | .255/.339/.318 | 0 | 6 | 65 | — | .252/.306/.304 |
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) | |||||||||||||||||||||||||||||||
| 2018 | 22 | ROK | GCL Pirates | — | 148 | 106 | 30 | 3 | 1 | 0 | 24 | 12 | 14 | 16 | 0 | 283 | 472 | 330 | 802 | 47 | 319 | 8 | 16 | 379 | 84 | — | — | — | — | — | — |
| 2019 | 23 | A | Greensboro Grasshoppers | — | 222 | 171 | 54 | 8 | 0 | 0 | 26 | 25 | 22 | 18 | 7 | 316 | 466 | 363 | 828 | 47 | 370 | 11 | 12 | 388 | 87 | — | — | — | — | — | — |
| 2021 | 25 | AA | Richmond Flying Squirrels | — | 128 | 110 | 28 | 5 | 1 | 0 | 12 | 19 | 2 | 6 | 2 | 255 | 339 | 318 | 657 | 64 | 308 | 15 | 9 | 295 | 65 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2018 | 22 | ROK MLE | GCL Pirates | — | 148 | 115 | 29 | 3 | 1 | 0 | 15 | 17 | 14 | 16 | 0 | 252 | 403 | 296 | 698 | 43 | 264 | 11 | 10 | 292 | 84 | — | — | — | — | — | — |
| 2019 | 23 | A MLE | Greensboro Grasshoppers | — | 222 | 180 | 45 | 7 | 0 | 0 | 17 | 34 | 22 | 18 | 7 | 250 | 384 | 289 | 672 | 39 | 291 | 15 | 8 | 297 | 87 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Richmond Flying Squirrels | — | 128 | 115 | 29 | 4 | 1 | 0 | 7 | 23 | 2 | 6 | 2 | 252 | 306 | 304 | 611 | 52 | 300 | 18 | 5 | 264 | 65 | — | — | — | — | — | — |
| 2018 | 22 | ROK MLE | GCL Pirates | — | 148 | 115 | 29 | 3 | 1 | 0 | 15 | 17 | 14 | 16 | 0 | 252 | 403 | 296 | 698 | 43 | 296 | 11 | 10 | 292 | 84 | — | — | — | — | — | — |
| 2018 | 22 | ROK RAW | GCL Pirates | — | 148 | 106 | 30 | 3 | 1 | 0 | 24 | 12 | 14 | 16 | 0 | 283 | 472 | 330 | 802 | 47 | 319 | 8 | 16 | 379 | 84 | — | — | — | — | — | — |
| 2019 | 23 | A MLE | Greensboro Grasshoppers | — | 222 | 180 | 45 | 7 | 0 | 0 | 17 | 34 | 22 | 18 | 7 | 250 | 384 | 289 | 672 | 39 | 308 | 15 | 8 | 297 | 87 | — | — | — | — | — | — |
| 2019 | 23 | A RAW | Greensboro Grasshoppers | — | 222 | 171 | 54 | 8 | 0 | 0 | 26 | 25 | 22 | 18 | 7 | 316 | 466 | 363 | 828 | 47 | 370 | 11 | 12 | 388 | 87 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Richmond Flying Squirrels | — | 128 | 115 | 29 | 4 | 1 | 0 | 7 | 23 | 2 | 6 | 2 | 252 | 306 | 304 | 611 | 52 | 315 | 18 | 5 | 264 | 65 | — | — | — | — | — | — |
| 2021 | 25 | AA RAW | Richmond Flying Squirrels | — | 128 | 110 | 28 | 5 | 1 | 0 | 12 | 19 | 2 | 6 | 2 | 255 | 339 | 318 | 657 | 64 | 308 | 15 | 9 | 295 | 65 | — | — | — | — | — | — |
| 2018 | 22 | ROK MLE | GCL Pirates | — | 148 | 118 | 29 | 3 | 1 | 0 | 15 | 17 | 14 | 16 | 0 | 246 | 403 | 288 | 691 | 42 | 264 | 11 | 10 | 292 | 84 | — | — | — | — | — | — |
| 2019 | 23 | A MLE | Greensboro Grasshoppers | — | 222 | 181 | 45 | 7 | 0 | 0 | 17 | 34 | 22 | 18 | 7 | 249 | 384 | 287 | 671 | 39 | 291 | 15 | 8 | 297 | 87 | — | — | — | — | — | — |
| 2021 | 25 | AA MLE | Richmond Flying Squirrels | — | 128 | 118 | 29 | 4 | 1 | 0 | 7 | 23 | 2 | 6 | 2 | 246 | 306 | 297 | 603 | 51 | 300 | 18 | 5 | 264 | 65 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 498 | 410 | 103 | 14 | 2 | 0 | 39 | 74 | 38 | 40 | 9 | 251 | 370 | 295 | 665 | 44 | 307 | 15 | 8 | 287 | 80 | -12 | +4 | +0 | +2 | +11 | 0.5 | |
| / 162G | — | MLE | — | 650 | 535 | 135 | 18 | 3 | 0 | 51 | 97 | 50 | 52 | 12 | 252 | 371 | 297 | 668 | 45 | 308 | 15 | 8 | 287 | 80 | -15 | +6 | +0 | +2 | +14 | 0.7 | |
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.
2021 AARichmond Flying Squirrels · 128 PAwOBA .288 → .264 (−24)K% 14.8% → 18.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 14.84% | ÷1.004 | ×1.220 | — | — | 18.04% |
| BB% (unintentional) /PA | 9.38% | ÷1.134 | ×0.690 | — | ×0.998 | 5.69% |
| HBP% /PA | 1.56% | — | ×0.850 | — | ×0.998 | 1.33% |
| Singles /BIP | 24.18% | ÷0.970 | ×0.940 | ×1.050 | ×0.998 | 24.56% |
| Doubles /BIP | 5.49% | ÷1.098 | ×0.870 | ×1.050 | ×0.998 | 4.56% |
| Triples /BIP | 1.10% | ÷1.150 | ×0.920 | ×1.050 | ×0.998 | 0.92% |
| Home runs /BIP | 0.00% | ÷0.923 | ×0.780 | — | ×0.998 | 0.00% |
Factors used: level-wide AA factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 85, 1B 94, 2B 120, 3B 130, K 101, BB 127 — 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 ×1.050.
Result: wOBA .288 → .264; ISO .064 → .056; BABIP .308 → .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).
2019 AGreensboro Grasshoppers · 222 PAwOBA .380 → .297 (−82)K% 11.3% → 15.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.26% | ÷0.983 | ×1.340 | — | — | 15.34% |
| BB% (unintentional) /PA | 11.71% | ÷0.990 | ×0.660 | — | ×0.990 | 7.73% |
| HBP% /PA | 9.91% | — | ×0.770 | — | ×0.990 | 7.55% |
| Singles /BIP | 31.51% | ÷1.113 | ×0.920 | ×0.950 | ×0.990 | 24.50% |
| Doubles /BIP | 5.48% | ÷0.914 | ×0.820 | ×0.950 | ×0.990 | 4.62% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×0.950 | ×0.990 | 0.00% |
| Home runs /BIP | 0.00% | ÷1.009 | ×0.820 | — | ×0.990 | 0.00% |
Factors used: league row SAL. Park (home-season share, regressed): HR 102, 1B 123, 2B 83, 3B 80, K 97, BB 98 — applied at half strength. Age: age 23 vs a level average of 22.0 → −1.0% on BB/HBP/hit rates (1.0 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .380 → .297; ISO .047 → .042; BABIP .370 → .291. 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 ROKGCL Pirates · 148 PAwOBA .371 → .292 (−78)K% 8.1% → 11.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 8.11% | ÷1.000 | ×1.440 | — | — | 11.68% |
| BB% (unintentional) /PA | 16.22% | ÷1.000 | ×0.620 | — | ×0.975 | 9.80% |
| HBP% /PA | 9.46% | — | ×0.720 | — | ×0.975 | 6.64% |
| Singles /BIP | 27.66% | ÷1.000 | ×0.820 | ×1.050 | ×0.975 | 23.22% |
| Doubles /BIP | 3.19% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 2.35% |
| Triples /BIP | 1.06% | ÷1.000 | ×0.720 | ×1.050 | ×0.975 | 0.78% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.975 | 0.00% |
Factors used: level-wide ROK factors (no league-specific row for this league/era). Park (home-season share, regressed): no park row on file (treated as neutral) — applied at half strength. Age: age 22 vs a level average of 19.5 → −2.5% on BB/HBP/hit rates (2.5 yr older than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×1.050.
Result: wOBA .371 → .292; ISO .047 → .039; BABIP .319 → .264. 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).