GPT-6 Astra (Max) vs Qwen3.5 122B A10B (Reasoning)
Which is better for the money: GPT-6 Astra (Max) by OpenAI or Qwen3.5 122B A10B (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 (Max) scores 37.1 points higher (52.7 vs 15.6) but costs 8.1× as much to run the benchmark ($5324 vs $661; flagship vs premium cost classes). They are not alternatives at one budget: pick GPT-6 Astra (Max) when you need intelligence above 15.6, and Qwen3.5 122B A10B (Reasoning) when 15.6 is enough.
| Metric | GPT-6 Astra (Max) | Qwen3.5 122B A10B (Reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 52.7 | 15.6 | −70.4% Qwen3.5 122B A10B (Re… is 70.4% less intelligent |
| Total AA cost (lower is better) | $5,324.10 | $661.29 | −87.6% Qwen3.5 122B A10B (Re… is 87.6% cheaper |
| End-to-end time (lower is better) | 369.90s | 21.24s | −94.3% Qwen3.5 122B A10B (Re… is 94.3% faster |
| Price per 1M tokens (in / out) | $10.0 / $50.0 | $0.40 / $3.20 | |
| Input modalities | Text, Image | Text, Image |
Qwen3.5 122B A10B (Reasoning) vs GPT-6 Astra (Max): 70.4% less intelligence, 87.6% less cost to run the AA benchmark, and 94.3% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6 Astra (Max) is off the frontier: at the same or lower cost, Claude Opus 5.5 (Xhigh, Default Fallback) scores 56.00 for $4057.
- Qwen3.5 122B A10B (Reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (High) scores 50.20 for $521.
GPT-6 Astra (Max)Qwen3.5 122B A10B (Reasoning)Today's Pareto frontierOpen-weights frontierEvery other model
Matchup
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