Winner

GPT-6 Astra Low

Platform · October 9, 2026 · Difficulty: High

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6 Astra LowRank 2GPT-6 Astra HighRank 3GPT-6.1 Sol LowRank 4Grok 4.7 LowRank 5GPT-6 Luna LowRank 6Grok 4.7 High
Combined score86.1484.8883.9475.2166.5960.72
Judge
Judge score /10092.5092.5090.0082.5066.0067.00
Correctness /10999876
Coverage /1010109969
Evidence /10999875
Actionability /10999867
Time45.66 s129.97 s52.11 s311.99 s6.48 s834.58 s
Estimated USD$0.92099$1.04239$0.182312$0.319462$0.0087083$0.557908

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 LowRank 2 GPT-6 Astra HighRank 3 GPT-6.1 Sol LowRank 4 Grok 4.7 LowRank 5 GPT-6 Luna LowRank 6 Grok 4.7 High
Quality points83.2583.258174.2559.460.3
Test points000000
Speed points2.83921.57922.6760.80654.51280.3354
Cost points0.05370.04750.260.15182.67260.088

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Advanced results and scoring details

platform · 2026-10-09T13:53:42.582Z · 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 Luna Low: Second configuration wins
  • Grok 4.7 High vs GPT-6.1 Sol Low: Second configuration wins
  • Grok 4.7 High vs GPT-6 Astra High: Second configuration wins
  • Grok 4.7 High vs GPT-6 Astra Low: Second configuration wins
  • Grok 4.7 High vs Grok 4.7 Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6.1 Sol Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Astra High: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Astra Low: Second configuration wins
  • GPT-6 Luna Low vs Grok 4.7 Low: Second configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Astra High: Second configuration wins
  • GPT-6.1 Sol Low vs GPT-6 Astra Low: Second configuration wins
  • GPT-6.1 Sol Low vs Grok 4.7 Low: First configuration wins
  • GPT-6 Astra High vs GPT-6 Astra Low: Second configuration wins
  • GPT-6 Astra High vs Grok 4.7 Low: First configuration wins
  • GPT-6 Astra Low vs Grok 4.7 Low: First configuration wins