| Result | Rank 1GPT-6 Sol Medium | Rank 2GPT-6 Luna Medium | Rank 3GPT-6 Astra Low | Rank 4GPT-6 Sol High | Rank 5GPT-6 Astra Extra High | Rank 6Claude Haiku 5.5 Low | Rank 7Claude Sonnet 5.5 Medium | Rank 8Claude Opus 5.5 Medium |
|---|---|---|---|---|---|---|---|---|
| Combined score | 92.13 | 84.99 | 84.76 | 83.84 | 83.06 | 71.71 | 67.36 | 55.32 |
| Judge | ||||||||
| Judge score /100 | 92.50 | 84.50 | 85.00 | 84.00 | 85.00 | 71.00 | 66.50 | 54.00 |
| Correctness /10 | 9 | 8 | 9 | 8 | 9 | 6 | 6 | 5 |
| Coverage /10 | 10 | 9 | 7 | 9 | 7 | 9 | 8 | 6 |
| Evidence /10 | 9 | 9 | 9 | 8 | 9 | 7 | 6 | 5 |
| Actionability /10 | 9 | 8 | 9 | 9 | 9 | 7 | 7 | 6 |
| Time | 10.22 s | 3.91 s | 14.56 s | 14.06 s | 64.51 s | 11.02 s | 12.46 s | 15.94 s |
| Estimated USD | $0.009756 | $0.0003359 | $0.0444 | $0.010956 | $0.11655 | N/A | N/A | N/A |
Supplemental estimates use reviewed exact-route API-equivalent list-rate scenarios with cache ignored; recorded estimates retain their frozen rates. Cost remains excluded from this battle score. These estimates are not Codex subscription charges or billed USD.
Historical Claude CLI cache counters were not retained. Complete input and complete reference cost are unavailable.
Judge score uses recorded rubric metrics; final rank uses the combined score.
Component points and token usage
| Result | Rank 1 GPT-6 Sol Medium | Rank 2 GPT-6 Luna Medium | Rank 3 GPT-6 Astra Low | Rank 4 GPT-6 Sol High | Rank 5 GPT-6 Astra Extra High | Rank 6 Claude Haiku 5.5 Low | Rank 7 Claude Sonnet 5.5 Medium | Rank 8 Claude Opus 5.5 Medium |
|---|---|---|---|---|---|---|---|---|
| Quality points | 87.6316 | 80.0526 | 80.5263 | 79.5789 | 80.5263 | 67.2632 | 63 | 51.1579 |
| Test points | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Speed points | 4.4974 | 4.9408 | 4.2355 | 4.2643 | 2.5362 | 4.4463 | 4.3584 | 4.1582 |
| Cost points | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Total input incl cache | 2,368 | N/A | 2,600 | 2,368 | 2,600 | N/A | N/A | N/A |
| Cache read (subset of input) | 0 | N/A | 0 | 0 | 0 | N/A | N/A | N/A |
| Cache write (subset of input) | 0 | N/A | 0 | 0 | 0 | N/A | N/A | N/A |
| Total output incl reasoning | 502 | N/A | 368 | 622 | 1,811 | N/A | N/A | N/A |
| Reasoning (subset of output) | N/A | N/A | N/A | N/A | N/A | N/A | N/A | N/A |
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Advanced results and scoring details
data · 2026-10-13T04:53:07.777Z · 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 Extra High vs GPT-6 Sol High: Second configuration wins
- GPT-6 Astra Extra High vs Claude Sonnet 5.5 Medium: First configuration wins
- GPT-6 Astra Extra High vs Claude Haiku 5.5 Low: First configuration wins
- GPT-6 Astra Extra High vs GPT-6 Astra Low: Second configuration wins
- GPT-6 Astra Extra High vs GPT-6 Sol Medium: Second configuration wins
- GPT-6 Astra Extra High vs GPT-6 Luna Medium: Second configuration wins
- GPT-6 Astra Extra High vs Claude Opus 5.5 Medium: First configuration wins
- GPT-6 Sol High vs Claude Sonnet 5.5 Medium: First configuration wins
- GPT-6 Sol High vs Claude Haiku 5.5 Low: First configuration wins
- GPT-6 Sol High vs GPT-6 Astra Low: Second configuration wins
- GPT-6 Sol High vs GPT-6 Sol Medium: Second configuration wins
- GPT-6 Sol High vs GPT-6 Luna Medium: Second configuration wins
- GPT-6 Sol High vs Claude Opus 5.5 Medium: First configuration wins
- Claude Sonnet 5.5 Medium vs Claude Haiku 5.5 Low: Second configuration wins
- Claude Sonnet 5.5 Medium vs GPT-6 Astra Low: Second configuration wins
- Claude Sonnet 5.5 Medium vs GPT-6 Sol Medium: Second configuration wins
- Claude Sonnet 5.5 Medium vs GPT-6 Luna Medium: Second configuration wins
- Claude Sonnet 5.5 Medium vs Claude Opus 5.5 Medium: First configuration wins
- Claude Haiku 5.5 Low vs GPT-6 Astra Low: Second configuration wins
- Claude Haiku 5.5 Low vs GPT-6 Sol Medium: Second configuration wins
- Claude Haiku 5.5 Low vs GPT-6 Luna Medium: Second configuration wins
- Claude Haiku 5.5 Low vs Claude Opus 5.5 Medium: First configuration wins
- GPT-6 Astra Low vs GPT-6 Sol Medium: Second configuration wins
- GPT-6 Astra Low vs GPT-6 Luna Medium: Second configuration wins
- GPT-6 Astra Low vs Claude Opus 5.5 Medium: First configuration wins
- GPT-6 Sol Medium vs GPT-6 Luna Medium: First configuration wins
- GPT-6 Sol Medium vs Claude Opus 5.5 Medium: First configuration wins
- GPT-6 Luna Medium vs Claude Opus 5.5 Medium: First configuration wins