Winner

GPT-6 Astra Medium

Quality · October 9, 2026 · Difficulty: High

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6 Astra MediumRank 2GPT-6.1 Sol LowRank 3GPT-6 Luna MaxRank 4GPT-6.1 Sol MaxRank 5GPT-6 Luna HighRank 6GPT-6 Luna Low
Combined score87.4086.5986.0385.4676.1873.37
Judge
Judge score /10094.0092.5090.0094.0076.0072.00
Correctness /10999987
Coverage /10101091077
Evidence /10999988
Actionability /1010991077
Time55.29 s60.88 s96.19 s466.19 s20.53 s8.98 s
Estimated USD$0.24279$0.048252$0.0060618$0.160992$0.0023273$0.0018428

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 Astra MediumRank 2 GPT-6.1 Sol LowRank 3 GPT-6 Luna MaxRank 4 GPT-6.1 Sol MaxRank 5 GPT-6 Luna HighRank 6 GPT-6 Luna Low
Quality points84.683.258184.668.464.8
Test points000000
Speed points2.60222.48181.92070.57013.72524.3491
Cost points0.19780.85833.1130.29244.0564.222

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Advanced results and scoring details

quality · 2026-10-09T02:41:35.052Z · 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 Astra Medium vs GPT-6 Luna High: First configuration wins
  • GPT-6 Astra Medium vs GPT-6 Luna Max: First configuration wins
  • GPT-6 Astra Medium vs GPT-6.1 Sol Max: First configuration wins
  • GPT-6 Astra Medium vs GPT-6 Luna Low: First configuration wins
  • GPT-6 Astra Medium vs GPT-6.1 Sol Low: First configuration wins
  • GPT-6 Luna High vs GPT-6 Luna Max: Second configuration wins
  • GPT-6 Luna High vs GPT-6.1 Sol Max: Second configuration wins
  • GPT-6 Luna High vs GPT-6 Luna Low: First configuration wins
  • GPT-6 Luna High vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Max vs GPT-6.1 Sol Max: First configuration wins
  • GPT-6 Luna Max vs GPT-6 Luna Low: First configuration wins
  • GPT-6 Luna Max vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6.1 Sol Max vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol Max vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6.1 Sol Low: Second configuration wins