Spencer Nivens
OF Northwest Arkansas Naturals| Year | Age | Lvl / Team | PA | AVG/OBP/SLG | HR | SB | wRC+ | WAR | MLE AVG/OBP/SLG |
|---|---|---|---|---|---|---|---|---|---|
| 2024 | 22 | A+KC | 412 | .243/.336/.475 | 20 | 7 | 68 | — | .186/.260/.356 |
| 2025 | 23 | AANorthwest Ark… | 515 | .250/.354/.346 | 6 | 14 | 61 | — | .211/.283/.289 |
| 2026 | 24 | AANorthwest Ark… | 450 | .280/.371/.446 | 9 | 17 | 89 | — | .243/.310/.377 |
| 2027PROJMLE | 25 | MLBKC | 4 | .222/.292/.337 | 0 | 0 | 80 | -0.0 | |
| 2028PROJ31% MLB | 26 | MLBKC | 79 | .223/.294/.341 | 1 | 2 | 82 | -0.0 | |
| 2029PROJ42% MLB | 27 | MLBKC | 118 | .223/.294/.342 | 2 | 2 | 82 | -0.1 |
Tools · ContractCON 45 / POW 35
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) | |||||||||||||||||||||||||||||||
| 2023 | 21 | A | Columbia Fireflies | — | 122 | 98 | 18 | 3 | 0 | 2 | 23 | 20 | 0 | 7 | 3 | 184 | 339 | 276 | 614 | 92 | 208 | 16 | 19 | 294 | 38 | — | — | — | — | — | — |
| 2023 | 21 | ROK | ACL Royals | — | 17 | 16 | 5 | 4 | 0 | 0 | 1 | 2 | 0 | 1 | 1 | 312 | 353 | 562 | 915 | 250 | 357 | 12 | 6 | 396 | 63 | — | — | — | — | — | — |
| 2024 | 22 | A+ | Quad Cities River Bandits | — | 412 | 358 | 87 | 17 | 3 | 20 | 48 | 111 | 2 | 7 | 4 | 243 | 336 | 475 | 811 | 232 | 290 | 27 | 12 | 354 | 68 | — | — | — | — | — | — |
| 2025 | 23 | AA | Northwest Arkansas Naturals | — | 515 | 436 | 109 | 20 | 2 | 6 | 70 | 109 | 0 | 14 | 3 | 250 | 354 | 346 | 700 | 96 | 312 | 21 | 14 | 318 | 61 | — | — | — | — | — | — |
| 2026 | 24 | AA | Northwest Arkansas Naturals | — | 450 | 386 | 108 | 29 | 4 | 9 | 55 | 75 | 1 | 17 | 4 | 280 | 371 | 446 | 817 | 166 | 320 | 17 | 12 | 358 | 89 | — | — | — | — | — | — |
| ▸ Career — adjusted (every ACTUAL line translated to park/league-neutral MLB equivalents) | |||||||||||||||||||||||||||||||
| 2023 | 21 | A MLE | Columbia Fireflies | — | 122 | 105 | 15 | 2 | 0 | 1 | 16 | 29 | 0 | 7 | 3 | 143 | 256 | 190 | 447 | 48 | 181 | 24 | 13 | 225 | 38 | — | — | — | — | — | — |
| 2023 | 21 | ROK MLE | ACL Royals | — | 17 | 16 | 4 | 3 | 0 | 0 | 1 | 3 | 0 | 1 | 1 | 250 | 294 | 438 | 732 | 188 | 256 | 18 | 6 | 262 | 63 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | Quad Cities River Bandits | — | 412 | 371 | 69 | 11 | 2 | 16 | 35 | 138 | 2 | 7 | 4 | 186 | 260 | 356 | 616 | 170 | 236 | 33 | 8 | 269 | 68 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Northwest Arkansas Naturals | — | 515 | 460 | 97 | 17 | 2 | 5 | 46 | 130 | 0 | 14 | 3 | 211 | 283 | 289 | 572 | 78 | 271 | 25 | 9 | 259 | 61 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Northwest Arkansas Naturals | — | 450 | 403 | 98 | 25 | 4 | 7 | 38 | 91 | 1 | 17 | 4 | 243 | 310 | 377 | 687 | 134 | 283 | 20 | 8 | 300 | 89 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | 2 teams | — | 139 | 121 | 18 | 5 | 0 | 1 | 17 | 31 | 0 | 8 | 4 | 149 | 254 | 215 | 468 | 66 | 189 | 22 | 12 | 230 | 41 | — | — | — | — | — | — |
| 2023 | 21 | A RAW | 2 teams | — | 139 | 114 | 23 | 7 | 0 | 2 | 24 | 22 | 0 | 8 | 4 | 202 | 341 | 316 | 656 | 114 | 231 | 16 | 17 | 306 | 41 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | Quad Cities River Bandits | — | 412 | 371 | 69 | 11 | 2 | 16 | 35 | 138 | 2 | 7 | 4 | 186 | 260 | 356 | 616 | 170 | 240 | 33 | 8 | 269 | 68 | — | — | — | — | — | — |
| 2024 | 22 | A+ RAW | Quad Cities River Bandits | — | 412 | 358 | 87 | 17 | 3 | 20 | 48 | 111 | 2 | 7 | 4 | 243 | 336 | 475 | 811 | 232 | 290 | 27 | 12 | 354 | 68 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Northwest Arkansas Naturals | — | 515 | 460 | 97 | 17 | 2 | 5 | 46 | 130 | 0 | 14 | 3 | 211 | 283 | 289 | 572 | 78 | 275 | 25 | 9 | 259 | 61 | — | — | — | — | — | — |
| 2025 | 23 | AA RAW | Northwest Arkansas Naturals | — | 515 | 436 | 109 | 20 | 2 | 6 | 70 | 109 | 0 | 14 | 3 | 250 | 354 | 346 | 700 | 96 | 312 | 21 | 14 | 318 | 61 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Northwest Arkansas Naturals | — | 450 | 403 | 98 | 25 | 4 | 7 | 38 | 91 | 1 | 17 | 4 | 243 | 310 | 377 | 687 | 134 | 292 | 20 | 8 | 300 | 89 | — | — | — | — | — | — |
| 2026 | 24 | AA RAW | Northwest Arkansas Naturals | — | 450 | 386 | 108 | 29 | 4 | 9 | 55 | 75 | 1 | 17 | 4 | 280 | 371 | 446 | 817 | 166 | 320 | 17 | 12 | 358 | 89 | — | — | — | — | — | — |
| 2023 | 21 | A MLE | 2 teams | — | 139 | 121 | 18 | 5 | 0 | 1 | 17 | 31 | 0 | 8 | 4 | 149 | 254 | 215 | 468 | 66 | 190 | 22 | 12 | 230 | 41 | — | — | — | — | — | — |
| 2024 | 22 | A+ MLE | Quad Cities River Bandits | — | 412 | 372 | 69 | 11 | 2 | 16 | 35 | 138 | 2 | 7 | 4 | 185 | 260 | 355 | 615 | 169 | 236 | 33 | 8 | 269 | 68 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Northwest Arkansas Naturals | — | 515 | 464 | 97 | 17 | 2 | 5 | 46 | 130 | 0 | 14 | 3 | 209 | 283 | 287 | 569 | 78 | 271 | 25 | 9 | 259 | 61 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Northwest Arkansas Naturals | — | 450 | 408 | 98 | 25 | 4 | 7 | 38 | 91 | 1 | 17 | 4 | 240 | 310 | 373 | 683 | 132 | 283 | 20 | 8 | 300 | 89 | — | — | — | — | — | — |
| ▸ Model inputs — neutral MLE (past 3 seasons) | |||||||||||||||||||||||||||||||
| 2024 | 22 | A+ MLE | Quad Cities River Bandits | — | 412 | 372 | 69 | 11 | 2 | 16 | 35 | 138 | 2 | 7 | 4 | 185 | 260 | 355 | 615 | 169 | 236 | 33 | 8 | 269 | 68 | — | — | — | — | — | — |
| 2025 | 23 | AA MLE | Northwest Arkansas Naturals | — | 515 | 464 | 97 | 17 | 2 | 5 | 46 | 130 | 0 | 14 | 3 | 209 | 283 | 287 | 569 | 78 | 271 | 25 | 9 | 259 | 61 | — | — | — | — | — | — |
| 2026 | 24 | AA MLE | Northwest Arkansas Naturals | — | 450 | 408 | 98 | 25 | 4 | 7 | 38 | 91 | 1 | 17 | 4 | 240 | 310 | 373 | 683 | 132 | 283 | 20 | 8 | 300 | 89 | — | — | — | — | — | — |
| ▸ 2027 season | |||||||||||||||||||||||||||||||
| ▸ 2027 — full MLE projection (neutral park, full availability) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB MLE | KC | 2% | 380 | 343 | 77 | 17 | 2 | 6 | 33 | 90 | 1 | 8 | 2 | 224 | 294 | 343 | 637 | 118 | 283 | 24 | 9 | 287 | 80 | -9 | +1 | +0 | -2 | +8 | 0.0 |
| ▸ 2027 — real world (MLB) | |||||||||||||||||||||||||||||||
| 2027 | 25 | MLB CTX | KC | 2% | 4 | 4 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 222 | 292 | 337 | 629 | 115 | 281 | 25 | 0 | 283 | 80 | -0 | +0 | +0 | -0 | +0 | -0.0 |
| ▸ Career projection (2028+) — MLB context, MLB playing time (PA × MLB%) | |||||||||||||||||||||||||||||||
| 2028 | 26 | MLB MLE | KC | 31% | 254 | 229 | 53 | 11 | 2 | 5 | 22 | 60 | 1 | 5 | 1 | 226 | 296 | 348 | 643 | 122 | 283 | 24 | 9 | 289 | 82 | -5 | +1 | +0 | -2 | +6 | -0.1 |
| 2029 | 27 | MLB MLE | KC | 42% | 281 | 253 | 57 | 12 | 2 | 5 | 25 | 67 | 1 | 6 | 1 | 226 | 296 | 348 | 644 | 122 | 283 | 24 | 9 | 289 | 82 | -6 | +1 | +0 | -2 | +6 | -0.1 |
| 2030 | 28 | MLB MLE | KC | 48% | 297 | 268 | 60 | 13 | 2 | 5 | 26 | 71 | 1 | 5 | 1 | 225 | 295 | 346 | 642 | 121 | 283 | 24 | 9 | 288 | 81 | -7 | +1 | -1 | -2 | +6 | -0.2 |
| 2031 | 29 | MLB MLE | KC | 49% | 296 | 267 | 60 | 13 | 2 | 5 | 26 | 71 | 1 | 4 | 1 | 223 | 294 | 343 | 637 | 120 | 282 | 24 | 9 | 287 | 80 | -7 | +0 | -1 | -2 | +6 | -0.3 |
| 2028 | 26 | MLB CTX | KC | 31% | 79 | 72 | 16 | 3 | 1 | 1 | 7 | 19 | 0 | 2 | 0 | 223 | 294 | 341 | 635 | 118 | 281 | 24 | 9 | 286 | 82 | -2 | +0 | +0 | -0 | +2 | -0.0 |
| 2029 | 27 | MLB CTX | KC | 42% | 118 | 107 | 24 | 5 | 1 | 2 | 10 | 28 | 0 | 2 | 1 | 223 | 294 | 342 | 635 | 118 | 281 | 24 | 8 | 286 | 82 | -3 | +0 | +0 | -1 | +3 | -0.1 |
| 2030 | 28 | MLB CTX | KC | 48% | 142 | 129 | 28 | 6 | 1 | 2 | 12 | 34 | 0 | 2 | 1 | 222 | 293 | 340 | 633 | 118 | 281 | 24 | 8 | 285 | 81 | -3 | +0 | -0 | -1 | +3 | -0.1 |
| 2031 | 29 | MLB CTX | KC | 49% | 146 | 132 | 29 | 6 | 1 | 2 | 13 | 35 | 0 | 2 | 1 | 221 | 291 | 337 | 628 | 116 | 280 | 24 | 9 | 283 | 80 | -3 | +0 | -1 | -1 | +3 | -0.2 |
| ▸ Career Totals | |||||||||||||||||||||||||||||||
| ▸ Career totals — MLB only (actual + projected) | |||||||||||||||||||||||||||||||
| Career | — | A+C | — | 485 | 440 | 97 | 20 | 4 | 7 | 42 | 116 | 0 | 8 | 3 | 220 | 288 | 332 | 620 | 111 | 281 | 24 | 9 | 285 | 75 | -11 | +0 | -1 | -3 | +11 | -0.4 | |
| / 162G | — | A+C | — | 650 | 590 | 129 | 27 | 5 | 9 | 56 | 155 | 0 | 11 | 4 | 219 | 286 | 327 | 613 | 108 | 279 | 24 | 9 | 285 | 75 | -15 | +1 | -1 | -4 | +14 | -0.5 | |
| Career | — | MLE | — | 2854 | 2562 | 555 | 116 | 17 | 53 | 253 | 709 | 7 | 71 | 20 | 217 | 289 | 337 | 626 | 121 | 275 | 25 | 9 | 279 | 75 | -30 | +3 | -2 | -8 | +29 | -0.8 | |
| / 162G | — | MLE | — | 650 | 583 | 126 | 26 | 4 | 12 | 58 | 161 | 2 | 16 | 5 | 216 | 289 | 336 | 625 | 120 | 274 | 25 | 9 | 279 | 75 | -15 | +1 | -1 | -4 | +14 | -0.4 | |
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.
2026 AANorthwest Arkansas Naturals · 450 PAwOBA .355 → .300 (−55)K% 16.7% → 20.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.67% | ÷1.000 | ×1.220 | — | — | 20.33% |
| BB% (unintentional) /PA | 12.22% | ÷1.000 | ×0.700 | — | ×0.998 | 8.54% |
| HBP% /PA | 0.22% | — | ×0.870 | — | ×0.998 | 0.19% |
| Singles /BIP | 21.22% | ÷1.000 | ×0.920 | ×0.990 | ×0.998 | 19.30% |
| Doubles /BIP | 9.32% | ÷1.000 | ×0.840 | ×0.990 | ×0.998 | 7.74% |
| Triples /BIP | 1.29% | ÷1.000 | ×0.940 | ×0.990 | ×0.998 | 1.19% |
| Home runs /BIP | 2.89% | ÷1.000 | ×0.800 | — | ×0.998 | 2.31% |
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 ×0.990.
Result: wOBA .355 → .300; ISO .166 → .141; BABIP .320 → .283. 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).
2025 AANorthwest Arkansas Naturals · 515 PAwOBA .315 → .259 (−56)K% 21.2% → 25.3%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 21.17% | ÷1.022 | ×1.220 | — | — | 25.26% |
| BB% (unintentional) /PA | 13.40% | ÷1.059 | ×0.700 | — | ×1.012 | 8.96% |
| HBP% /PA | 0.00% | — | ×0.870 | — | ×1.012 | 0.00% |
| Singles /BIP | 24.77% | ÷1.034 | ×0.920 | ×0.972 | ×1.012 | 21.68% |
| Doubles /BIP | 6.12% | ÷0.984 | ×0.840 | ×0.972 | ×1.012 | 5.14% |
| Triples /BIP | 0.61% | ÷0.900 | ×0.940 | ×0.972 | ×1.012 | 0.63% |
| Home runs /BIP | 1.83% | ÷1.077 | ×0.800 | — | ×1.012 | 1.38% |
Factors used: league row TL. Park (home-season share, regressed): HR 115, 1B 107, 2B 97, 3B 80, K 104, BB 112 — 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 ×0.972.
Result: wOBA .315 → .259; ISO .096 → .082; BABIP .312 → .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).
2024 A+Quad Cities River Bandits · 412 PAwOBA .347 → .269 (−78)K% 26.9% → 33.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 26.94% | ÷1.024 | ×1.270 | — | — | 33.40% |
| BB% (unintentional) /PA | 11.41% | ÷0.967 | ×0.710 | — | ×0.998 | 8.36% |
| HBP% /PA | 0.49% | — | ×0.790 | — | ×0.998 | 0.38% |
| Singles /BIP | 19.03% | ÷0.988 | ×0.920 | ×0.950 | ×0.998 | 16.79% |
| Doubles /BIP | 6.88% | ÷1.113 | ×0.810 | ×0.950 | ×0.998 | 4.75% |
| Triples /BIP | 1.21% | ÷1.150 | ×0.850 | ×0.950 | ×0.998 | 0.85% |
| Home runs /BIP | 8.10% | ÷0.959 | ×0.800 | — | ×0.998 | 6.74% |
Factors used: league row Midwest League. Park (home-season share, regressed): HR 92, 1B 98, 2B 123, 3B 130, K 105, BB 93 — 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 ×0.950.
Result: wOBA .347 → .269; ISO .232 → .178; BABIP .290 → .236. 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).
2023 AColumbia Fireflies · 122 PAwOBA .290 → .225 (−65)K% 16.4% → 23.4%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 16.39% | ÷0.952 | ×1.360 | — | — | 23.41% |
| BB% (unintentional) /PA | 18.85% | ÷0.976 | ×0.690 | — | — | 13.32% |
| HBP% /PA | 0.00% | — | ×0.780 | — | — | 0.00% |
| Singles /BIP | 16.67% | ÷0.970 | ×0.920 | ×0.950 | — | 15.01% |
| Doubles /BIP | 3.85% | ÷1.023 | ×0.830 | ×0.950 | — | 2.96% |
| Triples /BIP | 0.00% | ÷1.150 | ×0.910 | ×0.950 | — | 0.00% |
| Home runs /BIP | 2.56% | ÷1.089 | ×0.800 | — | — | 1.88% |
Factors used: level-wide A factors (no league-specific row for this league/era). Park (home-season share, regressed): HR 118, 1B 94, 2B 105, 3B 130, K 90, BB 95 — applied at half strength. Age: age 22 vs a level average of 22.0 → +0.0% on BB/HBP/hit rates (0.0 yr younger than average). Ground-ball/fly-ball mix moves 1B/2B/3B by ×0.950.
Result: wOBA .290 → .225; ISO .092 → .068; BABIP .208 → .181. 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).
2023 ROKACL Royals · 17 PAwOBA .385 → .262 (−123)K% 11.8% → 16.9%
| Component | Raw | Park ÷ | Level factor × | GB/FB × | Age × | = MLE |
|---|---|---|---|---|---|---|
| K% /PA | 11.76% | ÷1.000 | ×1.440 | — | — | 16.95% |
| BB% (unintentional) /PA | 5.88% | ÷0.982 | ×0.620 | — | ×0.975 | 3.62% |
| HBP% /PA | 0.00% | — | ×0.720 | — | ×0.975 | 0.00% |
| Singles /BIP | 7.14% | ÷1.029 | ×0.820 | — | ×0.975 | 5.55% |
| Doubles /BIP | 28.57% | ÷1.000 | ×0.720 | — | ×0.975 | 20.05% |
| Triples /BIP | 0.00% | ÷0.932 | ×0.720 | — | ×0.975 | 0.00% |
| 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): HR 100, 1B 106, 2B 100, 3B 86, K 100, BB 96 — 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).
Result: wOBA .385 → .262; ISO .250 → .169; BABIP .357 → .256. 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).