| Result | Rank 1GPT-6 Astra Low | Rank 2Composer 2.5 Default | Rank 3GPT-6 Sol Low | Rank 4GPT-6 Luna Medium | Rank 5Grok 4.7 High | Rank 6Nemotron 3 Super 120B A12B N/A |
|---|---|---|---|---|---|---|
| Combined score | 91.11 | 85.54 | 83.87 | 83.48 | 79.66 | 50.06 |
| Judge | ||||||
| Judge score /100 | 94.00 | 86.50 | 84.50 | 84.50 | 82.50 | 48.50 |
| Correctness /10 | 9 | 8 | 8 | 8 | 7 | 4 |
| Coverage /10 | 10 | 10 | 9 | 9 | 10 | 7 |
| Evidence /10 | 9 | 8 | 9 | 9 | 8 | 3 |
| Actionability /10 | 10 | 9 | 8 | 8 | 9 | 6 |
| Time | 93.32 s | 27.84 s | 22.64 s | 32.23 s | 150.54 s | 16.8 s |
| Estimated USD | $0.1327 | $0.013938 | $0.016206 | $0.0010149 | N/A | N/A |
Astra/Sol estimates use reviewed official standard API rates with cache ignored; other estimates use original frozen rates. Cost remains excluded from this battle score. These estimates are not Codex subscription charges or billed USD.
Judge score uses recorded rubric metrics; final rank uses the combined score.
Component points
| Result | Rank 1 GPT-6 Astra Low | Rank 2 Composer 2.5 Default | Rank 3 GPT-6 Sol Low | Rank 4 GPT-6 Luna Medium | Rank 5 Grok 4.7 High | Rank 6 Nemotron 3 Super 120B A12B N/A |
|---|---|---|---|---|---|---|
| Quality points | 89.0526 | 81.9474 | 80.0526 | 80.0526 | 78.1579 | 45.9474 |
| Test points | 0 | 0 | 0 | 0 | 0 | 0 |
| Speed points | 2.0597 | 3.5951 | 3.8215 | 3.4238 | 1.4999 | 4.1121 |
| Cost points | 0 | 0 | 0 | 0 | 0 | 0 |
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Advanced results and scoring details
product · 2026-10-13T02:36:14.429Z · Prospective evaluation. Equal transport and native system conditions are unverified.
Applied weights: quality 94.7368%, tests 0%, speed 5.2632%, cost 0%.
Cost was omitted for every configuration in this cohort. Active weights were normalized uniformly. Displayed scores are rounded; pairwise outcomes use exact recorded fractions. Reference costs are estimates, not billed charges. Missing components follow the recorded assessment.
Pairwise results
- GPT-6 Astra Low vs GPT-6 Luna Medium: First configuration wins
- GPT-6 Astra Low vs Grok 4.7 High: First configuration wins
- GPT-6 Astra Low vs Nemotron 3 Super 120B A12B N/A: First configuration wins
- GPT-6 Astra Low vs GPT-6 Sol Low: First configuration wins
- GPT-6 Astra Low vs Composer 2.5 Default: First configuration wins
- GPT-6 Luna Medium vs Grok 4.7 High: First configuration wins
- GPT-6 Luna Medium vs Nemotron 3 Super 120B A12B N/A: First configuration wins
- GPT-6 Luna Medium vs GPT-6 Sol Low: Second configuration wins
- GPT-6 Luna Medium vs Composer 2.5 Default: Second configuration wins
- Grok 4.7 High vs Nemotron 3 Super 120B A12B N/A: First configuration wins
- Grok 4.7 High vs GPT-6 Sol Low: Second configuration wins
- Grok 4.7 High vs Composer 2.5 Default: Second configuration wins
- Nemotron 3 Super 120B A12B N/A vs GPT-6 Sol Low: Second configuration wins
- Nemotron 3 Super 120B A12B N/A vs Composer 2.5 Default: Second configuration wins
- GPT-6 Sol Low vs Composer 2.5 Default: Second configuration wins