Armani Smith
| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2021 | 23 | A+/ASF | 351 | .290/.355/.476 | 12 | 6 | 75 | — | .228/.284/.360 |
| 2022 | 24 | AA/A+SF | 392 | .229/.336/.333 | 6 | 4 | 58 | — | .205/.285/.291 |
| 2023 | 25 | AAMIN | 101 | .202/.290/.292 | 2 | 2 | 33 | — | .174/.240/.228 |
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) | |||||||||||||||||||||||||||||||
| 2019 | 21 | ROK | AZL Giants Black | — | 22 | 19 | 4 | 0 | 1 | 0 | 3 | 7 | 0 | 1 | 0 | 211 | 318 | 316 | 634 | 105 | 333 | 32 | 14 | 292 | 9 | — | — | — | — | — | — |
| 2021 | 23 | A+ | Eugene Emeralds | — | 288 | 258 | 72 | 14 | 2 | 8 | 25 | 84 | 4 | 4 | 1 | 279 | 352 | 442 | 794 | 163 | 383 | 29 | 9 | 353 | 67 | — | — | — | — | — | — |
| 2021 | 23 | A | San Jose Giants | — | 63 | 59 | 20 | 3 | 1 | 4 | 2 | 11 | 1 | 2 | 0 | 339 | 371 | 627 | 998 | 288 | 356 | 17 | 3 | 425 | 113 | — | — | — | — | — | — |
| 2022 | 24 | AA | Richmond Flying Squirrels | — | 302 | 263 | 60 | 12 | 1 | 2 | 35 | 89 | 2 | 3 | 3 | 228 | 323 | 304 | 628 | 76 | 333 | 29 | 12 | 291 | 53 | — | — | — | — | — | — |
| 2022 | 24 | A+ | Eugene Emeralds | — | 90 | 73 | 17 | 1 | 1 | 4 | 16 | 24 | 1 | 1 | 1 | 233 | 378 | 438 | 816 | 205 | 289 | 27 | 18 | 367 | 76 | — | — | — | — | — | — |
| 2023 | 25 | AA | Wichita Wind Surge | — | 101 | 89 | 18 | 2 | 0 | 2 | 10 | 31 | 1 | 2 | 1 | 202 | 290 | 292 | 582 | 90 | 281 | 31 | 10 | 268 | 33 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2019 | 21 | ROK MLE | AZL Giants Black | — | 22 | 20 | 3 | 0 | 1 | 0 | 2 | 10 | 0 | 1 | 0 | 150 | 227 | 250 | 477 | 100 | 261 | 45 | 9 | 181 | 9 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | Eugene Emeralds | — | 288 | 264 | 57 | 10 | 1 | 6 | 19 | 105 | 4 | 4 | 1 | 216 | 279 | 330 | 608 | 114 | 327 | 36 | 7 | 267 | 67 | — | — | — | — | — | — |
| 2021 | 23 | A MLE | San Jose Giants | — | 63 | 60 | 17 | 2 | 1 | 3 | 1 | 16 | 1 | 2 | 0 | 283 | 306 | 500 | 806 | 217 | 315 | 25 | 2 | 335 | 113 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | Richmond Flying Squirrels | — | 302 | 274 | 57 | 10 | 1 | 2 | 24 | 110 | 2 | 3 | 3 | 208 | 277 | 274 | 550 | 66 | 331 | 36 | 8 | 247 | 53 | — | — | — | — | — | — |
| 2022 | 24 | A+ MLE | Eugene Emeralds | — | 90 | 77 | 15 | 1 | 1 | 3 | 12 | 31 | 1 | 1 | 1 | 195 | 311 | 351 | 662 | 156 | 267 | 34 | 13 | 280 | 76 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Wichita Wind Surge | — | 101 | 92 | 16 | 2 | 0 | 1 | 7 | 37 | 1 | 2 | 1 | 174 | 240 | 228 | 468 | 54 | 264 | 37 | 7 | 217 | 33 | — | — | — | — | — | — |
| 2019 | 21 | ROK MLE | AZL Giants Black | — | 22 | 20 | 3 | 0 | 1 | 0 | 2 | 10 | 0 | 1 | 0 | 150 | 227 | 250 | 477 | 100 | 300 | 45 | 9 | 181 | 9 | — | — | — | — | — | — |
| 2019 | 21 | ROK RAW | AZL Giants Black | — | 22 | 19 | 4 | 0 | 1 | 0 | 3 | 7 | 0 | 1 | 0 | 211 | 318 | 316 | 634 | 105 | 333 | 32 | 14 | 292 | 9 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | 2 teams | — | 351 | 324 | 74 | 12 | 2 | 9 | 20 | 120 | 5 | 6 | 1 | 228 | 284 | 361 | 645 | 133 | 330 | 34 | 6 | 279 | 75 | — | — | — | — | — | — |
| 2021 | 23 | A+ RAW | 2 teams | — | 351 | 317 | 92 | 17 | 3 | 12 | 27 | 95 | 5 | 6 | 1 | 290 | 355 | 476 | 832 | 186 | 377 | 27 | 8 | 366 | 75 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | 2 teams | — | 392 | 351 | 71 | 11 | 2 | 4 | 36 | 142 | 3 | 4 | 4 | 202 | 282 | 279 | 561 | 77 | 324 | 36 | 9 | 255 | 58 | — | — | — | — | — | — |
| 2022 | 24 | AA RAW | 2 teams | — | 392 | 336 | 77 | 13 | 2 | 6 | 51 | 113 | 3 | 4 | 4 | 229 | 336 | 333 | 669 | 104 | 324 | 29 | 13 | 308 | 58 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Wichita Wind Surge | — | 101 | 92 | 16 | 2 | 0 | 1 | 7 | 37 | 1 | 2 | 1 | 174 | 240 | 228 | 468 | 54 | 273 | 37 | 7 | 217 | 33 | — | — | — | — | — | — |
| 2023 | 25 | AA RAW | Wichita Wind Surge | — | 101 | 89 | 18 | 2 | 0 | 2 | 10 | 31 | 1 | 2 | 1 | 202 | 290 | 292 | 582 | 90 | 281 | 31 | 10 | 268 | 33 | — | — | — | — | — | — |
| 2019 | 21 | ROK MLE | AZL Giants Black | — | 22 | 20 | 3 | 0 | 1 | 0 | 2 | 10 | 0 | 1 | 0 | 150 | 227 | 250 | 477 | 100 | 261 | 45 | 9 | 181 | 9 | — | — | — | — | — | — |
| 2021 | 23 | A+ MLE | 2 teams | — | 351 | 323 | 74 | 12 | 2 | 9 | 20 | 120 | 5 | 6 | 1 | 229 | 284 | 362 | 646 | 133 | 325 | 34 | 6 | 279 | 75 | — | — | — | — | — | — |
| 2022 | 24 | AA MLE | 2 teams | — | 392 | 350 | 71 | 11 | 2 | 4 | 36 | 142 | 3 | 4 | 4 | 203 | 282 | 280 | 562 | 77 | 316 | 36 | 9 | 255 | 58 | — | — | — | — | — | — |
| 2023 | 25 | AA MLE | Wichita Wind Surge | — | 101 | 92 | 16 | 2 | 0 | 1 | 7 | 37 | 1 | 2 | 1 | 174 | 240 | 228 | 468 | 54 | 264 | 37 | 7 | 217 | 33 | — | — | — | — | — | — |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| Career | — | MLE | — | 866 | 787 | 164 | 25 | 5 | 14 | 65 | 309 | 9 | 13 | 6 | 208 | 276 | 306 | 583 | 98 | 320 | 36 | 8 | 258 | 61 | -40 | +0 | +0 | -5 | +19 | -2.7 | |
| / 162G | — | MLE | — | 650 | 591 | 124 | 19 | 4 | 11 | 49 | 232 | 7 | 10 | 5 | 210 | 279 | 311 | 590 | 102 | 321 | 36 | 8 | 258 | 61 | -30 | +0 | +0 | -4 | +14 | -2.0 | |
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.
2023 AAWichita Wind Surge · 101 PAwOBA .264 → .217 (−48)K% 30.7% → 36.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 30.69% | ÷1.018 | ×1.220 | — | — | 36.79% |
| BB% (unintentional) /PA | 9.90% | ÷0.962 | ×0.700 | — | ×0.998 | 7.19% |
| HBP% /PA | 0.99% | — | ×0.870 | — | ×0.998 | 0.86% |
| Singles /BIP | 24.14% | ÷1.011 | ×0.920 | ×1.050 | ×0.998 | 23.01% |
| Doubles /BIP | 3.45% | ÷0.931 | ×0.840 | ×1.050 | ×0.998 | 3.26% |
| Triples /BIP | 0.00% | ÷0.900 | ×0.940 | ×1.050 | ×0.998 | 0.00% |
| Home runs /BIP | 3.45% | ÷1.231 | ×0.800 | — | ×0.998 | 2.24% |
Factors used: league row TL. Park (home-season share, regressed): HR 146, 1B 102, 2B 86, 3B 80, K 104, BB 92 — 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 .264 → .217; ISO .090 → .062; BABIP .281 → .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).
2022 AARichmond Flying Squirrels · 302 PAwOBA .286 → .247 (−39)K% 29.5% → 36.5%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.47% | ÷0.984 | ×1.220 | — | — | 36.52% |
| BB% (unintentional) /PA | 11.59% | ÷1.018 | ×0.700 | — | ×1.012 | 8.07% |
| HBP% /PA | 0.66% | — | ×0.850 | — | ×1.012 | 0.57% |
| Singles /BIP | 25.86% | ÷0.991 | ×0.970 | ×1.032 | ×1.012 | 26.44% |
| Doubles /BIP | 6.90% | ÷1.011 | ×0.860 | ×1.032 | ×1.012 | 6.13% |
| Triples /BIP | 0.57% | ÷0.900 | ×0.950 | ×1.032 | ×1.012 | 0.63% |
| Home runs /BIP | 1.15% | ÷0.929 | ×0.780 | — | ×1.012 | 0.98% |
Factors used: league row EL. Park (home-season share, regressed): HR 86, 1B 98, 2B 102, 3B 80, K 97, BB 104 — 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 ×1.032.
Result: wOBA .286 → .247; ISO .076 → .065; BABIP .333 → .331. 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).
2022 A+Eugene Emeralds · 90 PAwOBA .359 → .280 (−79)K% 26.7% → 35.0%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.67% | ÷1.029 | ×1.350 | — | — | 34.97% |
| BB% (unintentional) /PA | 17.78% | ÷0.978 | ×0.710 | — | ×0.988 | 12.76% |
| HBP% /PA | 1.11% | — | ×0.810 | — | ×0.988 | 0.89% |
| Singles /BIP | 22.45% | ÷0.989 | ×0.910 | ×1.050 | ×0.988 | 21.42% |
| Doubles /BIP | 2.04% | ÷0.953 | ×0.830 | ×1.050 | ×0.988 | 1.84% |
| Triples /BIP | 2.04% | ÷0.930 | ×0.820 | ×1.050 | ×0.988 | 1.87% |
| Home runs /BIP | 8.16% | ÷1.120 | ×0.830 | — | ×0.988 | 5.98% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 124, 1B 98, 2B 91, 3B 86, K 106, BB 96 — 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 ×1.050.
Result: wOBA .359 → .280; ISO .205 → .149; BABIP .289 → .267. 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).
2021 A+Eugene Emeralds · 288 PAwOBA .345 → .267 (−78)K% 29.2% → 36.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 29.17% | ÷1.083 | ×1.350 | — | — | 36.34% |
| BB% (unintentional) /PA | 8.68% | ÷0.924 | ×0.710 | — | ×0.998 | 6.66% |
| HBP% /PA | 1.39% | — | ×0.810 | — | ×0.998 | 1.12% |
| Singles /BIP | 27.59% | ÷1.016 | ×0.910 | ×1.009 | ×0.998 | 24.89% |
| Doubles /BIP | 8.05% | ÷1.135 | ×0.830 | ×1.009 | ×0.998 | 5.93% |
| Triples /BIP | 1.15% | ÷1.029 | ×0.820 | ×1.009 | ×0.998 | 0.92% |
| Home runs /BIP | 4.60% | ÷1.049 | ×0.830 | — | ×0.998 | 3.63% |
Factors used: level-wide A+ factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 110, 1B 103, 2B 127, 3B 106, K 117, BB 85 — 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 ×1.009.
Result: wOBA .345 → .267; ISO .163 → .116; BABIP .383 → .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).
2021 ASan Jose Giants · 63 PAwOBA .419 → .335 (−85)K% 17.5% → 24.7%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 17.46% | ÷0.959 | ×1.360 | — | — | 24.75% |
| BB% (unintentional) /PA | 3.17% | ÷1.203 | ×0.690 | — | ×0.990 | 1.80% |
| HBP% /PA | 1.59% | — | ×0.780 | — | ×0.990 | 1.23% |
| Singles /BIP | 25.00% | ÷0.977 | ×0.920 | — | ×0.990 | 23.32% |
| Doubles /BIP | 6.25% | ÷1.014 | ×0.830 | — | ×0.990 | 5.07% |
| Triples /BIP | 2.08% | ÷1.098 | ×0.910 | — | ×0.990 | 1.71% |
| Home runs /BIP | 8.33% | ÷1.008 | ×0.800 | — | ×0.990 | 6.55% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 102, 1B 95, 2B 103, 3B 120, K 92, BB 141 — 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).
Result: wOBA .419 → .335; ISO .288 → .217; BABIP .356 → .315. 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 ROKAZL Giants Black · 22 PAwOBA .285 → .181 (−104)K% 31.8% → 45.8%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 31.82% | ÷1.000 | ×1.440 | — | — | 45.82% |
| BB% (unintentional) /PA | 13.64% | ÷1.000 | ×0.620 | — | ×0.985 | 8.33% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.985 | 0.00% |
| Singles /BIP | 25.00% | ÷1.000 | ×0.820 | — | ×0.985 | 20.19% |
| Doubles /BIP | 0.00% | ÷1.000 | ×0.720 | — | ×0.985 | 0.00% |
| Triples /BIP | 8.33% | ÷1.000 | ×0.720 | — | ×0.985 | 5.91% |
| Home runs /BIP | 0.00% | ÷1.000 | ×0.780 | — | ×0.985 | 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 21 vs a level average of 19.5 → −1.5% on BB/HBP/hit rates (1.5 yr older than average).
Result: wOBA .285 → .181; ISO .105 → .063; BABIP .333 → .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).