Winner

GPT-6 Astra Extra High

Challenge · October 9, 2026 · Difficulty: High

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6 Astra Extra HighRank 2GPT-6.1 Sol LowRank 3GPT-6 Astra MaxRank 4GPT-6 Luna MaxRank 5GPT-6 Luna HighRank 6GPT-6 Luna Low
Combined score84.5884.1383.7681.9176.1258.12
Judge
Judge score /10092.5090.0092.5087.5077.5056.00
Correctness /10999985
Coverage /1010910876
Evidence /10999986
Actionability /10999986
Time179.49 s54.71 s578.22 s230.96 s39.12 s12.31 s
Estimated USD$0.64792$0.087648$1.30342$0.0134961$0.0049356$0.0040161

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 Extra HighRank 2 GPT-6.1 Sol LowRank 3 GPT-6 Astra MaxRank 4 GPT-6 Luna MaxRank 5 GPT-6 Luna HighRank 6 GPT-6 Luna Low
Quality points83.258183.2578.7569.7550.4
Test points000000
Speed points1.25272.61520.47011.03113.02674.1491
Cost points0.0760.5120.03812.1283.34773.5673

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Advanced results and scoring details

challenge · 2026-10-09T01:43:58.708Z · 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 Max vs GPT-6 Astra Extra High: Second configuration wins
  • GPT-6 Astra Max vs GPT-6 Luna High: First configuration wins
  • GPT-6 Astra Max vs GPT-6 Luna Max: First configuration wins
  • GPT-6 Astra Max vs GPT-6 Luna Low: First configuration wins
  • GPT-6 Astra Max vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Astra Extra High vs GPT-6 Luna High: First configuration wins
  • GPT-6 Astra Extra High vs GPT-6 Luna Max: First configuration wins
  • GPT-6 Astra Extra High vs GPT-6 Luna Low: First configuration wins
  • GPT-6 Astra Extra High 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 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 Luna Low: First configuration wins
  • GPT-6 Luna Max vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6.1 Sol Low: Second configuration wins