DeepSeek-Coder-V2 vs GPT-5.4 (Non-reasoning)
DeepSeek-Coder-V2 vs GPT-5.4 (Non-reasoning). A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.
Verdict
Comparison incomplete
A reliable intelligence-versus-cost verdict requires both models' intelligence scores and benchmark-run costs. Missing data is not a performance verdict.
| Metric | DeepSeek-Coder-V2 | GPT-5.4 (Non-reasoning) | Difference |
|---|---|---|---|
| Intelligence (higher is better) | 6.0 | 18.2 | +203.3% GPT-5.4 (Non-reasonin… is 3.0× more intelligent |
| Total AA cost (lower is better) | Not reported | Not reported | — not comparable |
| End-to-end time (lower is better) | Not reported | 7.91s | — not comparable |
| Price per 1M tokens (in / out) | — | $2.50 / $15.0 | |
| Input modalities | Text | Text, Image |
Matchup
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Accept: text/markdown or ?format=md returns this page as Markdown. JSON: /api/v1/compare/deepseek-coder-v2/gpt-5-4-non-reasoning · Markdown: /api/v1/compare/deepseek-coder-v2/gpt-5-4-non-reasoning?format=md · llms.txt · agent skill