GPT-6 Sol (Medium) vs Qwen3 Coder Next
Which is better for the money: GPT-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 2026-10-24.
Trade-off
Verdict
Depends on your budget
GPT-6 Sol (Medium) scores 30.6 points higher (39.8 vs 9.2) but costs 1.0× as much to run the benchmark ($416 vs $405; both mid-range class). Pick GPT-6 Sol (Medium) when the extra intelligence is worth the premium, otherwise Qwen3 Coder Next.
| Metric | GPT-6 Sol (Medium) | Qwen3 Coder Next | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 39.8 | 9.2 | −76.9% Qwen3 Coder Next is 76.9% less intelligent |
| Total AA cost (lower is better) | $416.32 | $405.10 | −2.7% Qwen3 Coder Next is 2.7% cheaper |
| End-to-end time (lower is better) | Not reported | 6.44s | — not comparable |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $0.31 / $1.00 | |
| Input modalities | Text, Image | Text |
Qwen3 Coder Next vs GPT-6 Sol (Medium): 76.9% less intelligence, 2.7% less cost to run the AA benchmark, and end-to-end time not fully reported.
Today's Pareto frontier
Against the frontier
- GPT-6 Sol (Medium) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
- 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 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-sol-medium/qwen3-coder-next · Markdown: /api/v1/compare/gpt-6-sol-medium/qwen3-coder-next?format=md · llms.txt · agent skill