DeepSeek V4 Pro 0813 (Non-reasoning) vs gpt-oss-20b (High)
Which is better for the money: DeepSeek V4 Pro 0813 (Non-reasoning) by DeepSeek or gpt-oss-20b (High) by OpenAI? 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
DeepSeek V4 Pro 0813 (Non-reasoning) scores 11.4 points higher (20.4 vs 9.0) but costs 16× as much to run the benchmark ($451 vs $28.8; mid-range vs budget cost classes). They are not alternatives at one budget: pick DeepSeek V4 Pro 0813 (Non-reasoning) when you need intelligence above 9.0, and gpt-oss-20b (High) when 9.0 is enough.
| Metric | DeepSeek V4 Pro 0813 (Non-reasoning) | gpt-oss-20b (High) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 20.4 | 9.0 | −55.9% gpt-oss-20b (High) is 55.9% less intelligent |
| Total AA cost (lower is better) | $450.76 | $28.81 | −93.6% gpt-oss-20b (High) is 93.6% cheaper |
| End-to-end time (lower is better) | 6.85s | 16.48s | +140.6% gpt-oss-20b (High) is 140.6% slower |
| Price per 1M tokens (in / out) | $1.32 / $3.96 | $0.05 / $0.22 | |
| Input modalities | Text | Text |
gpt-oss-20b (High) vs DeepSeek V4 Pro 0813 (Non-reasoning): 55.9% less intelligence, 93.6% less cost to run the AA benchmark, and 140.6% slower end-to-end.
Today's Pareto frontier
Against the frontier
- DeepSeek V4 Pro 0813 (Non-reasoning) is off the frontier: at the same or lower cost, GPT-6.1 Sol (Medium) scores 47.80 for $361.
- gpt-oss-20b (High) is off the frontier: at the same or lower cost, GPT-6 Luna (Low) scores 21.50 for $10.6.
DeepSeek V4 Pro 0813 (Non-reasoning)gpt-oss-20b (High)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-v4-pro-non-reasoning/gpt-oss-20b · Markdown: /api/v1/compare/deepseek-v4-pro-non-reasoning/gpt-oss-20b?format=md · llms.txt · agent skill