Winner

GPT-6.1 Sol Low

Engineering · October 9, 2026 · Difficulty: Medium

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6.1 Sol LowRank 2GPT-6 Astra LowRank 3GPT-6.1 Sol Extra HighRank 4GPT-6 Luna MediumRank 5GPT-6 Luna LowRank 6GPT-6 Luna None
Combined score85.3885.1283.4371.2271.2271.21
Judge
Judge score /10090.0090.0090.0070.0070.0070.00
Correctness /10999666
Coverage /10999888
Evidence /10999777
Actionability /10999888
Time18.64 s15.04 s90.82 s5.16 s5.22 s5.2 s
Estimated USD$0.078226$0.39071$0.102966$0.0038185$0.003824$0.003837

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 LowRank 2 GPT-6 Astra LowRank 3 GPT-6.1 Sol Extra HighRank 4 GPT-6 Luna MediumRank 5 GPT-6 Luna LowRank 6 GPT-6 Luna None
Quality points818181636363
Test points000000
Speed points3.8153.99781.98924.60394.60014.6013
Cost points0.56670.12480.44263.61833.61693.6135

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Advanced results and scoring details

engineering · 2026-10-09T06:37:15.923Z · 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 Astra Low: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6.1 Sol Extra High: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna None: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna Medium: First configuration wins
  • GPT-6 Astra Low vs GPT-6 Luna Low: First configuration wins
  • GPT-6 Astra Low vs GPT-6.1 Sol Extra High: First configuration wins
  • GPT-6 Astra Low vs GPT-6 Luna None: First configuration wins
  • GPT-6 Astra Low vs GPT-6 Luna Medium: First configuration wins
  • GPT-6 Luna Low vs GPT-6.1 Sol Extra High: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Luna None: First configuration wins
  • GPT-6 Luna Low vs GPT-6 Luna Medium: Second configuration wins
  • GPT-6.1 Sol Extra High vs GPT-6 Luna None: First configuration wins
  • GPT-6.1 Sol Extra High vs GPT-6 Luna Medium: First configuration wins
  • GPT-6 Luna None vs GPT-6 Luna Medium: Second configuration wins