Winner

GPT-6.1 Sol Max

Security · October 9, 2026 · Difficulty: High

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6.1 Sol MaxRank 2GPT-6 Luna MaxRank 3GPT-6 Luna HighRank 4GPT-6.1 Sol HighRank 5GPT-6.1 Sol LowRank 6GPT-6 Luna Low
Combined score90.8484.8083.5682.8978.4370.01
Judge
Judge score /100100.0090.0086.0090.0084.0070.00
Correctness /101099987
Coverage /101098997
Evidence /101099987
Actionability /101098997
Time412.35 s129.66 s28.5 s125.94 s59.07 s12.47 s
Estimated USD$0.232746$0.0125445$0.008058$0.170756$0.151726$0.0074395

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 MaxRank 2 GPT-6 Luna MaxRank 3 GPT-6 Luna HighRank 4 GPT-6.1 Sol HighRank 5 GPT-6.1 Sol LowRank 6 GPT-6 Luna Low
Quality points908177.48175.663
Test points000000
Speed points0.63511.58183.391.61352.51954.1397
Cost points0.2062.21782.76890.27660.30922.8671

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Advanced results and scoring details

security · 2026-10-09T13:54:48.656Z · 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-6.1 Sol Low vs GPT-6.1 Sol Max: Second configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna Max: Second configuration wins
  • GPT-6.1 Sol Low vs GPT-6.1 Sol High: Second configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna High: Second configuration wins
  • GPT-6.1 Sol Max vs GPT-6 Luna Max: First configuration wins
  • GPT-6.1 Sol Max vs GPT-6.1 Sol High: First configuration wins
  • GPT-6.1 Sol Max vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol Max vs GPT-6 Luna High: First configuration wins
  • GPT-6 Luna Max vs GPT-6.1 Sol High: First configuration wins
  • GPT-6 Luna Max vs GPT-6 Luna Low: First configuration wins
  • GPT-6 Luna Max vs GPT-6 Luna High: First configuration wins
  • GPT-6.1 Sol High vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol High vs GPT-6 Luna High: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Luna High: Second configuration wins