Winner

Composer 2.5 Default

Security · October 8, 2026 · Difficulty: Critical

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1Composer 2.5 DefaultRank 2Grok 4.7 LowRank 3Grok 4.7 HighRank 4GPT-6.1 Sol LowRank 5GPT-6.1 Sol HighRank 6GPT-6 Luna LowRank 7GPT-6 Luna Extra HighRank 8DeepSeek Flash N/A
Combined score87.8585.7579.7479.3178.0662.7661.6357.00
Judge rank11344768
Judge score /10090.0090.0084.0080.0080.0062.0064.0056.00
Time62.24 s588.7 s1,850.43 s29.8 s78.89 s18.54 s255.77 s19.99 s
Estimated USDN/AN/AN/AN/AN/AN/AN/AN/A

Estimated reference costs are not billed charges. Judge rank is derived from recorded rubric metrics across judged configurations; final rank uses the combined score.

Component points
Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1 Composer 2.5 DefaultRank 2 Grok 4.7 LowRank 3 Grok 4.7 HighRank 4 GPT-6.1 Sol LowRank 5 GPT-6.1 Sol HighRank 6 GPT-6 Luna LowRank 7 GPT-6 Luna Extra HighRank 8 DeepSeek Flash N/A
Quality points85.263285.263279.578975.789575.789558.736860.631653.0526
Test points00000000
Speed points2.58350.48680.16533.51672.27374.02113.9479
Cost points00000000

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Advanced results and scoring details

security · 2026-10-08T21:37:06.976Z · 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 Luna Extra High vs Composer 2.5 Default: Second configuration wins
  • GPT-6 Luna Extra High vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Extra High vs GPT-6.1 Sol High: Second configuration wins
  • GPT-6 Luna Extra High vs GPT-6 Luna Low: Second configuration wins
  • GPT-6 Luna Extra High vs Grok 4.7 High: Second configuration wins
  • GPT-6 Luna Extra High vs DeepSeek Flash N/A: First configuration wins
  • GPT-6 Luna Extra High vs Grok 4.7 Low: Second configuration wins
  • Composer 2.5 Default vs GPT-6.1 Sol Low: First configuration wins
  • Composer 2.5 Default vs GPT-6.1 Sol High: First configuration wins
  • Composer 2.5 Default vs GPT-6 Luna Low: First configuration wins
  • Composer 2.5 Default vs Grok 4.7 High: First configuration wins
  • Composer 2.5 Default vs DeepSeek Flash N/A: First configuration wins
  • Composer 2.5 Default vs Grok 4.7 Low: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6.1 Sol High: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol Low vs Grok 4.7 High: Second configuration wins
  • GPT-6.1 Sol Low vs DeepSeek Flash N/A: First configuration wins
  • GPT-6.1 Sol Low vs Grok 4.7 Low: Second configuration wins
  • GPT-6.1 Sol High vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol High vs Grok 4.7 High: Second configuration wins
  • GPT-6.1 Sol High vs DeepSeek Flash N/A: First configuration wins
  • GPT-6.1 Sol High vs Grok 4.7 Low: Second configuration wins
  • GPT-6 Luna Low vs Grok 4.7 High: Second configuration wins
  • GPT-6 Luna Low vs DeepSeek Flash N/A: First configuration wins
  • GPT-6 Luna Low vs Grok 4.7 Low: Second configuration wins
  • Grok 4.7 High vs DeepSeek Flash N/A: First configuration wins
  • Grok 4.7 High vs Grok 4.7 Low: Second configuration wins
  • DeepSeek Flash N/A vs Grok 4.7 Low: Second configuration wins