GPT-6 Astra (Xhigh) vs Qwen3 235B A22B 2507 (Reasoning)
Which is better for the money: GPT-6 Astra (Xhigh) by OpenAI or Qwen3 235B A22B 2507 (Reasoning) by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-27.
Trade-off
Verdict
Depends on your budget
GPT-6 Astra (Xhigh) scores 39.7 points higher (52.4 vs 12.7) but costs 16× as much to run the benchmark ($3803 vs $234; flagship vs mid-range cost classes). They are not alternatives at one budget: pick GPT-6 Astra (Xhigh) when you need intelligence above 12.7, and Qwen3 235B A22B 2507 (Reasoning) when 12.7 is enough.
| Metric | GPT-6 Astra (Xhigh) | Qwen3 235B A22B 2507 (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 52.4 | 12.7 | −75.8% Qwen3 235B A22B 2507 … is 75.8% less intelligent |
| Total AA cost (lower is better) | $3,802.98 | $233.56 | −93.9% Qwen3 235B A22B 2507 … is 93.9% cheaper |
| End-to-end time (lower is better) | 176.59s | 21.63s | −87.8% Qwen3 235B A22B 2507 … is 87.8% faster |
| Price per 1M tokens (in / out) | $10.0 / $50.0 | $0.23 / $2.30 | |
| Input modalities | Text, Image | Text |
Qwen3 235B A22B 2507 (Reasoning) vs GPT-6 Astra (Xhigh): 75.8% less intelligence, 93.9% less cost to run the AA benchmark, and 87.8% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6 Astra (Xhigh) is off the frontier: at the same or lower cost, Kimi K3.1 Pro scores 55.10 for $3117.
- Qwen3 235B A22B 2507 (Reasoning) is off the frontier: at the same or lower cost, MiMo-V2.6-Pro scores 46.30 for $207.
GPT-6 Astra (Xhigh)Qwen3 235B A22B 2507 (Reasoning)Today'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-astra-xhigh/qwen3-235b-a22b-instruct-2507-reasoning · Markdown: /api/v1/compare/gpt-6-astra-xhigh/qwen3-235b-a22b-instruct-2507-reasoning?format=md · llms.txt · agent skill