DeepSeek V3 0324 vs GPT-6 Sol (Non-reasoning)
Which is better for the money: DeepSeek V3 0324 by DeepSeek or GPT-6 Sol (Non-reasoning) by OpenAI? Intelligence, total benchmark cost, and end-to-end time from Artificial Analysis & other sources, snapshot 2026-10-26.
Trade-off
Verdict
Depends on your budget
GPT-6 Sol (Non-reasoning) scores 18.8 points higher (28.5 vs 9.7) but costs 23× as much to run the benchmark ($449 vs $19.9; mid-range vs budget cost classes). They are not alternatives at one budget: pick GPT-6 Sol (Non-reasoning) when you need intelligence above 9.7, and DeepSeek V3 0324 when 9.7 is enough.
| Metric | DeepSeek V3 0324 | GPT-6 Sol (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 9.7 | 28.5 | +193.8% GPT-6 Sol (Non-reason… is 2.9× more intelligent |
| Total AA cost (lower is better) | $19.87 | $449.37 | +2161.6% GPT-6 Sol (Non-reason… is 23× more expensive |
| End-to-end time (lower is better) | 4.39s | 5.41s | +23.2% GPT-6 Sol (Non-reason… is 23.2% slower |
| Price per 1M tokens (in / out) | $0.24 / $0.90 | $2.00 / $10.0 | |
| Input modalities | Text | Text, Image |
GPT-6 Sol (Non-reasoning) vs DeepSeek V3 0324: 193.8% more intelligence, 2161.6% more cost to run the AA benchmark, and 23.2% slower end-to-end.
Today's Pareto frontier
Against the frontier
- DeepSeek V3 0324 is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
- GPT-6 Sol (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
DeepSeek V3 0324GPT-6 Sol (Non-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/deepseek-v3-0324/gpt-6-sol-non-reasoning · Markdown: /api/v1/compare/deepseek-v3-0324/gpt-6-sol-non-reasoning?format=md · llms.txt · agent skill