| Result | Rank 1GPT-6 Sol Extra High | Rank 2GPT-6 Astra Low | Rank 3GPT-6 Astra Max | Rank 4GPT-6 Sol Medium | Rank 5Claude Sonnet 5.5 High | Rank 6GPT-6 Luna High | Rank 7Claude Haiku 5.5 Medium | Rank 8Claude Opus 5.5 High |
|---|---|---|---|---|---|---|---|---|
| Combined score | 87.70 | 87.45 | 85.22 | 80.14 | 77.12 | 74.76 | 61.03 | 60.88 |
| Judge | ||||||||
| Judge score /100 | 88.00 | 88.00 | 88.00 | 80.00 | 78.00 | 74.00 | 61.00 | 61.00 |
| Correctness /10 | 9 | 9 | 9 | 8 | 9 | 7 | 5 | 6 |
| Coverage /10 | 9 | 9 | 9 | 8 | 5 | 8 | 8 | 5 |
| Evidence /10 | 8 | 8 | 8 | 8 | 8 | 7 | 6 | 7 |
| Actionability /10 | 9 | 9 | 9 | 8 | 9 | 8 | 6 | 7 |
| Time | 12.93 s | 17.31 s | 110.99 s | 12.6 s | 37.81 s | 7.86 s | 37.43 s | 42.32 s |
| Estimated USD | $0.010808 | $0.04226 | $0.20386 | $0.009118 | N/A | $0.0005325 | 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 Extra High | Rank 2 GPT-6 Astra Low | Rank 3 GPT-6 Astra Max | Rank 4 GPT-6 Sol Medium | Rank 5 Claude Sonnet 5.5 High | Rank 6 GPT-6 Luna High | Rank 7 Claude Haiku 5.5 Medium | Rank 8 Claude Opus 5.5 High |
|---|---|---|---|---|---|---|---|---|
| Quality points | 83.3684 | 83.3684 | 83.3684 | 75.7895 | 73.8947 | 70.1053 | 57.7895 | 57.7895 |
| Test points | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Speed points | 4.3298 | 4.0846 | 1.8469 | 4.35 | 3.2288 | 4.6535 | 3.2413 | 3.0863 |
| Cost points | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| Total input incl cache | 2,364 | 2,596 | 2,596 | 2,364 | N/A | N/A | N/A | N/A |
| Cache read (subset of input) | 0 | 0 | 0 | 0 | N/A | N/A | N/A | N/A |
| Cache write (subset of input) | 0 | 0 | 0 | 0 | N/A | N/A | N/A | N/A |
| Total output incl reasoning | 608 | 326 | 3,558 | 439 | N/A | 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 |
Swipe, scroll or use Previous and More to compare configurations. Row labels stay visible.
Advanced results and scoring details
architecture · 2026-10-13T04:36:11.577Z · 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 Sol Medium vs Claude Haiku 5.5 Medium: First configuration wins
- GPT-6 Sol Medium vs Claude Opus 5.5 High: First configuration wins
- GPT-6 Sol Medium vs GPT-6 Astra Low: Second configuration wins
- GPT-6 Sol Medium vs GPT-6 Sol Extra High: Second configuration wins
- GPT-6 Sol Medium vs GPT-6 Luna High: First configuration wins
- GPT-6 Sol Medium vs GPT-6 Astra Max: Second configuration wins
- GPT-6 Sol Medium vs Claude Sonnet 5.5 High: First configuration wins
- Claude Haiku 5.5 Medium vs Claude Opus 5.5 High: First configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Astra Low: Second configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Sol Extra High: Second configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Luna High: Second configuration wins
- Claude Haiku 5.5 Medium vs GPT-6 Astra Max: Second configuration wins
- Claude Haiku 5.5 Medium vs Claude Sonnet 5.5 High: Second configuration wins
- Claude Opus 5.5 High vs GPT-6 Astra Low: Second configuration wins
- Claude Opus 5.5 High vs GPT-6 Sol Extra High: Second configuration wins
- Claude Opus 5.5 High vs GPT-6 Luna High: Second configuration wins
- Claude Opus 5.5 High vs GPT-6 Astra Max: Second configuration wins
- Claude Opus 5.5 High vs Claude Sonnet 5.5 High: Second configuration wins
- GPT-6 Astra Low vs GPT-6 Sol Extra High: Second configuration wins
- GPT-6 Astra Low vs GPT-6 Luna High: First configuration wins
- GPT-6 Astra Low vs GPT-6 Astra Max: First configuration wins
- GPT-6 Astra Low vs Claude Sonnet 5.5 High: First configuration wins
- GPT-6 Sol Extra High vs GPT-6 Luna High: First configuration wins
- GPT-6 Sol Extra High vs GPT-6 Astra Max: First configuration wins
- GPT-6 Sol Extra High vs Claude Sonnet 5.5 High: First configuration wins
- GPT-6 Luna High vs GPT-6 Astra Max: Second configuration wins
- GPT-6 Luna High vs Claude Sonnet 5.5 High: Second configuration wins
- GPT-6 Astra Max vs Claude Sonnet 5.5 High: First configuration wins