Winner

GPT-6 Astra High

Product · October 9, 2026 · Difficulty: High

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6 Astra HighRank 2GPT-6.1 Sol LowRank 3GPT-6 Astra LowRank 4Grok 4.7 HighRank 5Grok 4.7 LowRank 6GPT-6 Luna Low
Combined score85.4784.2083.7378.5268.3066.97
Judge
Judge score /10092.5090.0090.0086.5074.0066.00
Correctness /10999877
Coverage /1010991086
Evidence /10999877
Actionability /10999986
Time79.54 s46.35 s53.22 s547.35 s153.02 s8.39 s
Estimated USD$0.66843$0.12194$0.63203$0.280538$0.163886$0.0057152

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 HighRank 2 GPT-6.1 Sol LowRank 3 GPT-6 Astra LowRank 4 Grok 4.7 HighRank 5 Grok 4.7 LowRank 6 GPT-6 Luna Low
Quality points83.25818177.8566.659.4
Test points000000
Speed points2.14992.82082.64980.49391.40834.3867
Cost points0.07370.3790.07790.17210.28753.1816

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Advanced results and scoring details

product · 2026-10-09T13:51:43.884Z · 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

  • Grok 4.7 High vs GPT-6.1 Sol Low: Second configuration wins
  • Grok 4.7 High vs GPT-6 Luna Low: First configuration wins
  • Grok 4.7 High vs GPT-6 Astra High: Second configuration wins
  • Grok 4.7 High vs Grok 4.7 Low: First configuration wins
  • Grok 4.7 High vs GPT-6 Astra Low: Second configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Luna Low: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Astra High: Second configuration wins
  • GPT-6.1 Sol Low vs Grok 4.7 Low: First configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Astra Low: First configuration wins
  • GPT-6 Luna Low vs GPT-6 Astra High: Second configuration wins
  • GPT-6 Luna Low vs Grok 4.7 Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Astra Low: Second configuration wins
  • GPT-6 Astra High vs Grok 4.7 Low: First configuration wins
  • GPT-6 Astra High vs GPT-6 Astra Low: First configuration wins
  • Grok 4.7 Low vs GPT-6 Astra Low: Second configuration wins