Winner

GPT-6.1 Sol Extra High

Product · October 9, 2026 · Difficulty: High

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6.1 Sol Extra HighRank 2GPT-6.1 Sol LowRank 3GPT-6 Astra LowRank 4GPT-6 Luna NoneRank 5GPT-6 Luna MediumRank 6GPT-6 Luna Low
Combined score82.2978.7378.4966.9752.6046.93
Judge
Judge score /10090.0083.5083.5065.0049.5042.50
Correctness /10988754
Coverage /10988544
Evidence /10999766
Actionability /10999753
Time271.08 s46.59 s34.78 s7.39 s13.55 s5.01 s
Estimated USD$0.119814$0.055644$0.277$0.0024294$0.0025949$0.0022894

Cost estimates are reference estimates, not billed charges.

Judge score uses recorded rubric metrics; 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 Extra HighRank 2 GPT-6.1 Sol LowRank 3 GPT-6 Astra LowRank 4 GPT-6 Luna NoneRank 5 GPT-6 Luna MediumRank 6 GPT-6 Luna Low
Quality points8175.1575.1558.544.5538.25
Test points000000
Speed points0.90612.81463.16544.45184.07914.6147
Cost points0.38520.76170.17424.02273.96994.0685

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Advanced results and scoring details

product · 2026-10-09T02:09:30.767Z · 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-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Astra Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Luna Medium: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Luna None: Second configuration wins
  • GPT-6 Luna Low vs GPT-6.1 Sol Extra High: Second configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Astra Low: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna Medium: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna None: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6.1 Sol Extra High: Second configuration wins
  • GPT-6 Astra Low vs GPT-6 Luna Medium: First configuration wins
  • GPT-6 Astra Low vs GPT-6 Luna None: First configuration wins
  • GPT-6 Astra Low vs GPT-6.1 Sol Extra High: Second configuration wins
  • GPT-6 Luna Medium vs GPT-6 Luna None: Second configuration wins
  • GPT-6 Luna Medium vs GPT-6.1 Sol Extra High: Second configuration wins
  • GPT-6 Luna None vs GPT-6.1 Sol Extra High: Second configuration wins