| Result | Rank 1GPT-6 Astra High | Rank 2Grok 4.7 High | Rank 3Composer 2.5 Default | Rank 4GPT-6 Sol High | Rank 5GPT-6 Luna Medium | Rank 6Nemotron 3 Super 120B A12B N/A |
|---|---|---|---|---|---|---|
| Combined score | 77.78 | 76.50 | 75.62 | 73.21 | 66.71 | 46.37 |
| Judge | ||||||
| Judge score /100 | 79.00 | 78.50 | 75.50 | 73.00 | 65.50 | 44.00 |
| Correctness /10 | 8 | 7 | 8 | 8 | 7 | 4 |
| Coverage /10 | 7 | 9 | 7 | 6 | 6 | 5 |
| Evidence /10 | 8 | 8 | 7 | 7 | 6 | 4 |
| Actionability /10 | 9 | 8 | 8 | 8 | 7 | 5 |
| Time | 47.32 s | 88.06 s | 17.23 s | 17.91 s | 7.86 s | 7.34 s |
| Estimated USD | $0.07513 | N/A | $0.011945 | $0.012722 | $0.0004397 | 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 High | Rank 2 Grok 4.7 High | Rank 3 Composer 2.5 Default | Rank 4 GPT-6 Sol High | Rank 5 GPT-6 Luna Medium | Rank 6 Nemotron 3 Super 120B A12B N/A |
|---|---|---|---|---|---|---|
| Quality points | 74.8421 | 74.3684 | 71.5263 | 69.1579 | 62.0526 | 41.6842 |
| Test points | 0 | 0 | 0 | 0 | 0 | 0 |
| Speed points | 2.9424 | 2.1328 | 4.0891 | 4.0531 | 4.6538 | 4.6893 |
| Cost points | 0 | 0 | 0 | 0 | 0 | 0 |
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Advanced results and scoring details
ux · 2026-10-13T03:00:51.831Z · 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 High vs Nemotron 3 Super 120B A12B N/A: First configuration wins
- GPT-6 Astra High vs GPT-6 Sol High: First configuration wins
- GPT-6 Astra High vs GPT-6 Luna Medium: First configuration wins
- GPT-6 Astra High vs Composer 2.5 Default: First configuration wins
- GPT-6 Astra High vs Grok 4.7 High: First configuration wins
- Nemotron 3 Super 120B A12B N/A vs GPT-6 Sol High: Second configuration wins
- Nemotron 3 Super 120B A12B N/A vs GPT-6 Luna Medium: Second configuration wins
- Nemotron 3 Super 120B A12B N/A vs Composer 2.5 Default: Second configuration wins
- Nemotron 3 Super 120B A12B N/A vs Grok 4.7 High: Second configuration wins
- GPT-6 Sol High vs GPT-6 Luna Medium: First configuration wins
- GPT-6 Sol High vs Composer 2.5 Default: Second configuration wins
- GPT-6 Sol High vs Grok 4.7 High: Second configuration wins
- GPT-6 Luna Medium vs Composer 2.5 Default: Second configuration wins
- GPT-6 Luna Medium vs Grok 4.7 High: Second configuration wins
- Composer 2.5 Default vs Grok 4.7 High: Second configuration wins