Winner

GPT-6.1 Sol Low

Quality · October 8, 2026 · Difficulty: High

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6.1 Sol LowRank 2Composer 2.5 DefaultRank 3GPT-6 Luna Extra HighRank 4GPT-6.1 Sol HighRank 5Grok 4.7 LowRank 6DeepSeek Flash N/ARank 7GPT-6 Luna LowRank 8Grok 4.7 High
Combined score83.0275.0073.8372.5064.5161.1158.8358.59
Judge rank12435786
Judge score /10087.5078.0075.0077.5070.5060.5055.5064.50
Time40.54 s37.6 s54.15 s104.8 s592.23 s25.69 s9.07 s1,137.4 s
Estimated USD$0.028992$0.019048$0.0035168$0.043992$0.073388$0.0058452$0.0010118$0.161816

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 GPT-6.1 Sol LowRank 2 Composer 2.5 DefaultRank 3 GPT-6 Luna Extra HighRank 4 GPT-6.1 Sol HighRank 5 Grok 4.7 LowRank 6 DeepSeek Flash N/ARank 7 GPT-6 Luna LowRank 8 Grok 4.7 High
Quality points78.7570.267.569.7563.4554.4549.9558.05
Test points00000000
Speed points2.98383.07382.62821.82040.463.50114.34340.2505
Cost points1.28231.72133.69910.92610.59963.15554.54060.291

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Advanced results and scoring details

quality · 2026-10-08T21:25:56.945Z · Prospective evaluation. Equal transport and native system conditions are unverified.

Applied weights: quality 90%, tests 0%, speed 5%, cost 5%.

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 Low vs GPT-6 Luna Extra High: Second configuration wins
  • GPT-6 Luna Low vs GPT-6.1 Sol High: Second configuration wins
  • GPT-6 Luna Low vs Grok 4.7 Low: Second configuration wins
  • GPT-6 Luna Low vs Grok 4.7 High: First configuration wins
  • GPT-6 Luna Low vs DeepSeek Flash N/A: Second configuration wins
  • GPT-6 Luna Low vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Low vs Composer 2.5 Default: Second configuration wins
  • GPT-6 Luna Extra High vs GPT-6.1 Sol High: First configuration wins
  • GPT-6 Luna Extra High vs Grok 4.7 Low: First configuration wins
  • GPT-6 Luna Extra High vs Grok 4.7 High: First configuration wins
  • GPT-6 Luna Extra High vs DeepSeek Flash N/A: First configuration wins
  • GPT-6 Luna Extra High vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Extra High vs Composer 2.5 Default: Second configuration wins
  • GPT-6.1 Sol High vs Grok 4.7 Low: First configuration wins
  • GPT-6.1 Sol High vs Grok 4.7 High: First configuration wins
  • GPT-6.1 Sol High vs DeepSeek Flash N/A: First configuration wins
  • GPT-6.1 Sol High vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6.1 Sol High vs Composer 2.5 Default: Second configuration wins
  • Grok 4.7 Low vs Grok 4.7 High: First configuration wins
  • Grok 4.7 Low vs DeepSeek Flash N/A: First configuration wins
  • Grok 4.7 Low vs GPT-6.1 Sol Low: Second configuration wins
  • Grok 4.7 Low vs Composer 2.5 Default: Second configuration wins
  • Grok 4.7 High vs DeepSeek Flash N/A: Second configuration wins
  • Grok 4.7 High vs GPT-6.1 Sol Low: Second configuration wins
  • Grok 4.7 High vs Composer 2.5 Default: Second configuration wins
  • DeepSeek Flash N/A vs GPT-6.1 Sol Low: Second configuration wins
  • DeepSeek Flash N/A vs Composer 2.5 Default: Second configuration wins
  • GPT-6.1 Sol Low vs Composer 2.5 Default: First configuration wins