GPT-6.1 Sol (Xhigh) vs Qwen3.8 Max (0902)
Which is better for the money: GPT-6.1 Sol (Xhigh) by OpenAI or Qwen3.8 Max (0902) by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Clear winner
Verdict
Pick GPT-6.1 Sol (Xhigh)
Qwen3.8 Max (0902) vs GPT-6.1 Sol (Xhigh): 11.0% less intelligence, 645.1% more cost to run the AA benchmark, and 53.6% faster end-to-end.
| Metric | GPT-6.1 Sol (Xhigh) | Qwen3.8 Max (0902) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 51.0 | 45.4 | −11.0% Qwen3.8 Max (0902) is 11.0% less intelligent |
| Total AA cost (lower is better) | $662.28 | $4,934.79 | +645.1% Qwen3.8 Max (0902) is 7.5× more expensive |
| End-to-end time (lower is better) | 138.20s | 64.07s | −53.6% Qwen3.8 Max (0902) is 53.6% faster |
| Price per 1M tokens (in / out) | $2.00 / $10.0 | $2.00 / $6.00 | |
| Input modalities | Text, Image | Text, Image |
Today's Pareto frontier
Against the frontier
- GPT-6.1 Sol (Xhigh) is on today's frontier: nothing is both smarter and cheaper.
- Qwen3.8 Max (0902) is off the frontier: at the same or lower cost, Claude Opus 5.5 (Xhigh, Default Fallback) scores 56.00 for $4057.
GPT-6.1 Sol (Xhigh)Qwen3.8 Max (0902)Today's Pareto 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-xhigh/qwen3-8-max · Markdown: /api/v1/compare/gpt-6-1-sol-xhigh/qwen3-8-max?format=md · llms.txt · agent skill