| Result | Rank 1GPT-6 Sol Extra High | Rank 2GPT-6 Astra Medium | Rank 3GPT-6 Astra Low | Rank 4GPT-6 Luna Low | Rank 5GPT-6 Sol Medium | Rank 6Grok 4.7 High | Rank 7Claude Opus 5.5 Low | Rank 8Claude Haiku 5.5 Medium | Rank 9Claude Sonnet 5.5 Low |
|---|---|---|---|---|---|---|---|---|---|
| Combined score | 89.74 | 89.64 | 89.51 | 86.47 | 86.03 | 81.89 | 81.86 | 81.86 | 66.72 |
| Judge | |||||||||
| Judge score /100 | 90.00 | 90.00 | 90.00 | 86.00 | 86.00 | 82.50 | 82.50 | 82.50 | 66.50 |
| Correctness /10 | 9 | 9 | 9 | 9 | 9 | 8 | 9 | 9 | 7 |
| Coverage /10 | 9 | 9 | 9 | 8 | 8 | 9 | 6 | 6 | 5 |
| Evidence /10 | 9 | 9 | 9 | 9 | 9 | 8 | 9 | 9 | 7 |
| Actionability /10 | 9 | 9 | 9 | 8 | 8 | 8 | 9 | 9 | 8 |
| Time | 10.59 s | 12.21 s | 14.29 s | 3.25 s | 9.36 s | 24.63 s | 25.25 s | 25.31 s | 24.87 s |
| Estimated USD | $0.009222 | $0.03918 | $0.03898 | $0.0003182 | $0.008262 | N/A | N/A | 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 Sol Extra High | Rank 2 GPT-6 Astra Medium | Rank 3 GPT-6 Astra Low | Rank 4 GPT-6 Luna Low | Rank 5 GPT-6 Sol Medium | Rank 6 Grok 4.7 High | Rank 7 Claude Opus 5.5 Low | Rank 8 Claude Haiku 5.5 Medium | Rank 9 Claude Sonnet 5.5 Low |
|---|---|---|---|---|---|---|---|---|---|
| Quality points | 85.2632 | 85.2632 | 85.2632 | 81.4737 | 81.4737 | 78.1579 | 78.1579 | 78.1579 | 63 |
| Test points | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Speed points | 4.4737 | 4.3735 | 4.2507 | 4.9929 | 4.553 | 3.7313 | 3.7042 | 3.7016 | 3.7209 |
| Cost points | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
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Advanced results and scoring details
quality · 2026-10-13T03:30:07.756Z · 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 Claude Haiku 5.5 Medium: First configuration wins
- Grok 4.7 High vs GPT-6 Sol Extra High: Second configuration wins
- Grok 4.7 High vs GPT-6 Astra Low: Second configuration wins
- Grok 4.7 High vs GPT-6 Luna Low: Second configuration wins
- Grok 4.7 High vs GPT-6 Astra Medium: Second configuration wins
- Grok 4.7 High vs Claude Opus 5.5 Low: First configuration wins
- Grok 4.7 High vs GPT-6 Sol Medium: Second configuration wins
- Grok 4.7 High vs Claude Sonnet 5.5 Low: First configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Sol Extra High: Second configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Astra Low: Second configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Luna Low: Second configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Astra Medium: Second configuration wins
- Claude Haiku 5.5 Medium vs Claude Opus 5.5 Low: Second configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Sol Medium: Second configuration wins
- Claude Haiku 5.5 Medium vs Claude Sonnet 5.5 Low: First configuration wins
- GPT-6 Sol Extra High vs GPT-6 Astra Low: First configuration wins
- GPT-6 Sol Extra High vs GPT-6 Luna Low: First configuration wins
- GPT-6 Sol Extra High vs GPT-6 Astra Medium: First configuration wins
- GPT-6 Sol Extra High vs Claude Opus 5.5 Low: First configuration wins
- GPT-6 Sol Extra High vs GPT-6 Sol Medium: First configuration wins
- GPT-6 Sol Extra High vs Claude Sonnet 5.5 Low: First configuration wins
- GPT-6 Astra Low vs GPT-6 Luna Low: First configuration wins
- GPT-6 Astra Low vs GPT-6 Astra Medium: Second configuration wins
- GPT-6 Astra Low vs Claude Opus 5.5 Low: First configuration wins
- GPT-6 Astra Low vs GPT-6 Sol Medium: First configuration wins
- GPT-6 Astra Low vs Claude Sonnet 5.5 Low: First configuration wins
- GPT-6 Luna Low vs GPT-6 Astra Medium: Second configuration wins
- GPT-6 Luna Low vs Claude Opus 5.5 Low: First configuration wins
- GPT-6 Luna Low vs GPT-6 Sol Medium: First configuration wins
- GPT-6 Luna Low vs Claude Sonnet 5.5 Low: First configuration wins
- GPT-6 Astra Medium vs Claude Opus 5.5 Low: First configuration wins
- GPT-6 Astra Medium vs GPT-6 Sol Medium: First configuration wins
- GPT-6 Astra Medium vs Claude Sonnet 5.5 Low: First configuration wins
- Claude Opus 5.5 Low vs GPT-6 Sol Medium: Second configuration wins
- Claude Opus 5.5 Low vs Claude Sonnet 5.5 Low: First configuration wins
- GPT-6 Sol Medium vs Claude Sonnet 5.5 Low: First configuration wins