| Result | Rank 1GPT-6 Astra High | Rank 2GPT-6 Sol High | Rank 3GPT-6 Luna Medium | Rank 4Composer 2.5 Default | Rank 5Grok 4.7 High | Rank 6Nemotron 3 Super 120B A12B N/A |
|---|---|---|---|---|---|---|
| Combined score | 90.04 | 85.25 | 84.43 | 84.36 | 83.58 | 56.14 |
| Judge | ||||||
| Judge score /100 | 92.50 | 86.00 | 84.50 | 85.00 | 86.50 | 54.50 |
| Correctness /10 | 9 | 8 | 8 | 8 | 8 | 5 |
| Coverage /10 | 10 | 9 | 9 | 10 | 10 | 6 |
| Evidence /10 | 9 | 9 | 9 | 8 | 8 | 6 |
| Actionability /10 | 9 | 9 | 8 | 8 | 9 | 5 |
| Time | 71.29 s | 23.58 s | 12.19 s | 22.36 s | 133.19 s | 9.98 s |
| Estimated USD | $0.11172 | $0.01629 | $0.0007421 | $0.013069 | 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 High | Rank 2 GPT-6 Sol High | Rank 3 GPT-6 Luna Medium | Rank 4 Composer 2.5 Default | Rank 5 Grok 4.7 High | Rank 6 Nemotron 3 Super 120B A12B N/A |
|---|---|---|---|---|---|---|
| Quality points | 87.6316 | 81.4737 | 80.0526 | 80.5263 | 81.9474 | 51.6316 |
| Test points | 0 | 0 | 0 | 0 | 0 | 0 |
| Speed points | 2.4054 | 3.7781 | 4.3745 | 3.8344 | 1.6346 | 4.5129 |
| Cost points | 0 | 0 | 0 | 0 | 0 | 0 |
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Advanced results and scoring details
engineering · 2026-10-13T02:06:36.262Z · 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
- Grok 4.7 High vs GPT-6 Sol High: Second configuration wins
- Grok 4.7 High vs GPT-6 Luna Medium: 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 Astra High: Second configuration wins
- Grok 4.7 High vs Composer 2.5 Default: Second configuration wins
- GPT-6 Sol High vs GPT-6 Luna Medium: First configuration wins
- GPT-6 Sol High vs Nemotron 3 Super 120B A12B N/A: First configuration wins
- GPT-6 Sol High vs GPT-6 Astra High: Second configuration wins
- GPT-6 Sol High vs Composer 2.5 Default: 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 Astra High: Second configuration wins
- GPT-6 Luna Medium vs Composer 2.5 Default: First configuration wins
- Nemotron 3 Super 120B A12B N/A vs GPT-6 Astra High: Second configuration wins
- Nemotron 3 Super 120B A12B N/A vs Composer 2.5 Default: Second configuration wins
- GPT-6 Astra High vs Composer 2.5 Default: First configuration wins