GPT-5.6 Sol (Medium) vs Qwen3 Coder Next
Which is better for the money: GPT-5.6 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 2026-10-10.
Trade-off
Verdict
Depends on your budget
GPT-5.6 Sol (Medium) scores 30.0 points higher (39.2 vs 9.2) but costs 1.5× as much to run the benchmark ($997 vs $663; both premium class). Pick GPT-5.6 Sol (Medium) when the extra intelligence is worth the premium, otherwise Qwen3 Coder Next.
| Metric | GPT-5.6 Sol (Medium) | Qwen3 Coder Next | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.2 | 9.2 | −76.5% Qwen3 Coder Next is 76.5% less intelligent |
| Total AA cost (lower is better) | $997.39 | $662.85 | −33.5% Qwen3 Coder Next is 33.5% cheaper |
| End-to-end time (lower is better) | 11.64s | 7.71s | −33.8% Qwen3 Coder Next is 33.8% faster |
| Price per 1M tokens (in / out) | $4.00 / $20.0 | $0.50 / $1.20 | |
| Input modalities | Text, Image | Text |
Qwen3 Coder Next vs GPT-5.6 Sol (Medium): 76.5% less intelligence, 33.5% less cost to run the AA benchmark, and 33.8% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-5.6 Sol (Medium) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
- Qwen3 Coder Next is off the frontier: at the same or lower cost, GPT-6.1 Sol (Xhigh) scores 51.00 for $662.
GPT-5.6 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-5-6-sol-medium/qwen3-coder-next · Markdown: /api/v1/compare/gpt-5-6-sol-medium/qwen3-coder-next?format=md · llms.txt · agent skill