GPT-6 Luna (High) vs Qwen3 Coder Next
Which is better for the money: GPT-6 Luna (High) by OpenAI or Qwen3 Coder Next by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Clear winner
Verdict
Pick GPT-6 Luna (High)
Qwen3 Coder Next vs GPT-6 Luna (High): 72.0% less intelligence, 746.6% more cost to run the AA benchmark, and 58.2% faster end-to-end.
| Metric | GPT-6 Luna (High) | Qwen3 Coder Next | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 32.9 | 9.2 | −72.0% Qwen3 Coder Next is 72.0% less intelligent |
| Total AA cost (lower is better) | $47.85 | $405.10 | +746.6% Qwen3 Coder Next is 8.5× more expensive |
| End-to-end time (lower is better) | 14.68s | 6.13s | −58.2% Qwen3 Coder Next is 58.2% faster |
| Price per 1M tokens (in / out) | $0.10 / $0.50 | $0.31 / $1.00 | |
| Input modalities | Text, Image | Text |
Today's Pareto frontier
Against the frontier
- GPT-6 Luna (High) is on today's frontier: nothing is both smarter and cheaper.
- Qwen3 Coder Next is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
GPT-6 Luna (High)Qwen3 Coder NextToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/gpt-6-luna-high/qwen3-coder-next · Markdown: /api/v1/compare/gpt-6-luna-high/qwen3-coder-next?format=md · llms.txt · agent skill