GPT-6.1 Sol (Medium) vs Qwen3 Coder Next
Which is better for the money: GPT-6.1 Sol (Medium) by OpenAI or Qwen3 Coder Next by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-24.
Clear winner
Verdict
Pick GPT-6.1 Sol (Medium)
Qwen3 Coder Next vs GPT-6.1 Sol (Medium): 80.8% less intelligence, 12.1% more cost to run the AA benchmark, and 55.1% faster end-to-end.
| Metric | GPT-6.1 Sol (Medium) | Qwen3 Coder Next | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 47.8 | 9.2 | −80.8% Qwen3 Coder Next is 80.8% less intelligent |
| Total AA cost (lower is better) | $361.37 | $405.10 | +12.1% Qwen3 Coder Next is 12.1% more expensive |
| End-to-end time (lower is better) | 14.35s | 6.44s | −55.1% Qwen3 Coder Next is 55.1% faster |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.31 / $1.00 | |
| Input modalities | Text, Image | Text |
Today's Pareto frontier
Against the frontier
- GPT-6.1 Sol (Medium) 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-6.1 Sol (Medium)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-6-1-sol-medium/qwen3-coder-next · Markdown: /api/v1/compare/gpt-6-1-sol-medium/qwen3-coder-next?format=md · llms.txt · agent skill