Winner

GPT-6 Luna Low

Data · October 14, 2026 · Difficulty: Medium

Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1GPT-6 Luna LowRank 2GPT-6 Sol LowRank 3Claude Haiku 5.5 MediumRank 4Grok 4.6 LowExcluded: availability-failedQwen 3.8 27b Heretic Mlx Medium
Combined score89.5186.1274.0363.71N/A
Judge
Judge score /10090.0090.0076.5066.50N/A
Correctness /109976N/A
Coverage /109998N/A
Evidence /109976N/A
Actionability /109987N/A
Time11.94 s17.37 s61.28 s46.03 sN/A
Estimated USD$0.0015266$0.03029$0.0085056$0.038494N/A

Cost estimates are reference estimates, not billed charges.

Frozen reference rate sheet: openrouter-rate-sheet-v1:d136d7bf3bdd121396516e965bdbddfb26414ec8725ca8c8bdee8ed2618e409c. API-equivalent estimate; subscription quota and charges are unknown.

Judge score uses recorded rubric metrics; final rank uses the combined score.

Component points and token usage
Final combined results in supplied rank order. Tied ranks remain tied.
ResultRank 1 GPT-6 Luna LowRank 2 GPT-6 Sol LowRank 3 Claude Haiku 5.5 MediumRank 4 Grok 4.6 LowRank N/A Qwen 3.8 27b Heretic Mlx Medium
Quality points818168.8559.85N/A
Test points0000N/A
Speed points4.17033.87742.47362.8293N/A
Cost points4.33781.2412.70191.0311N/A
Total input incl cache9,3219,32016,23610,103N/A
Cache read (subset of input)000512N/A
Cache write (subset of input)0016,2340N/A
Total output incl reasoning1,1891,16513,7643,048N/A
Reasoning (subset of output)N/AN/AN/AN/AN/A

Swipe, scroll or use Previous and More to compare configurations. Row labels stay visible.

Advanced results and scoring details

data · 2026-10-14T05:36:29.133Z · 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

  • Claude Haiku 5.5 Medium vs Grok 4.6 Low: First configuration wins
  • Claude Haiku 5.5 Medium vs GPT-6 Luna Low: Second configuration wins
  • Claude Haiku 5.5 Medium vs GPT-6 Sol Low: Second configuration wins
  • Grok 4.6 Low vs GPT-6 Luna Low: Second configuration wins
  • Grok 4.6 Low vs GPT-6 Sol Low: Second configuration wins
  • GPT-6 Luna Low vs GPT-6 Sol Low: First configuration wins