GPT-6 Sol (Xhigh) vs Qwen3 Coder Next
Which is better for the money: GPT-6 Sol (Xhigh) by OpenAI or Qwen3 Coder Next by Alibaba? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-25.
Trade-off
Verdict
Depends on your budget
GPT-6 Sol (Xhigh) scores 35.0 points higher (44.2 vs 9.2) but costs 2.1× as much to run the benchmark ($855 vs $405; premium vs mid-range cost classes). Pick GPT-6 Sol (Xhigh) when the extra intelligence is worth the premium, otherwise Qwen3 Coder Next.
| Metric | GPT-6 Sol (Xhigh) | Qwen3 Coder Next | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 44.2 | 9.2 | −79.2% Qwen3 Coder Next is 79.2% less intelligent |
| Total AA cost (lower is better) | $854.60 | $405.10 | −52.6% Qwen3 Coder Next is 52.6% cheaper |
| End-to-end time (lower is better) | 36.49s | 6.20s | −83.0% Qwen3 Coder Next is 83.0% faster |
| 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 (Xhigh): 79.2% less intelligence, 52.6% less cost to run the AA benchmark, and 83.0% faster end-to-end.
Today's Pareto frontier
Against the frontier
- GPT-6 Sol (Xhigh) 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 (Medium) scores 47.80 for $361.
GPT-6 Sol (Xhigh)Qwen3 Coder NextToday's Pareto frontierOpen-weights frontierEvery other model
Matchup
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