DeepSeek-V3.1 vs GPT-5.1 Codex High: Specs & Benchmark Comparison
| Characteristic | DeepSeek-V3.1 | GPT-5.1 Codex High |
|---|---|---|
| Company | DeepSeek | OpenAI |
| Release Date | January 9, 2025 | November 11, 2025 |
| Parameters | 671B | — |
| Multimodal | No | Yes |
| Context (input) | 164K | 400K |
| Context (output) | 164K | 128K |
| Input Price / 1M | $0.27 | $1.25 |
| Output Price / 1M | $1.00 | $10.00 |
| Average Score | 0.8 | 1.0 |
Verdict
GPT-5.1 Codex High leads in 2 out of 4 comparison categories.
Overall Performance
Both models show comparable average scores: DeepSeek-V3.1 — 0.8, GPT-5.1 Codex High — 1.0.
API Cost
DeepSeek-V3.1 is 8.9x cheaper: input $0.27/1M vs $1.25/1M tokens.
Context Window
GPT-5.1 Codex High supports a larger context: 400K vs 164K tokens.
Recency
GPT-5.1 Codex High is newer: released 11/11/2025 vs 1/9/2025.
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Frequently Asked Questions
Which is better for coding — DeepSeek-V3.1 or GPT-5.1 Codex High?
Direct comparison on the SWE-Bench benchmark is not available. We recommend reviewing other metrics on the comparison page.
Which model is cheaper — DeepSeek-V3.1 or GPT-5.1 Codex High?
DeepSeek-V3.1 is cheaper for input: $0.27 per 1M tokens vs $1.25.
Which has a larger context window — DeepSeek-V3.1 or GPT-5.1 Codex High?
GPT-5.1 Codex High supports a larger context: 400,000 tokens vs 163,840.
The DeepSeek-V3.1 and GPT-5.1 Codex High comparison is updated for 2026. Data includes benchmark results, API pricing, context window size and other specifications. For more detailed information, visit the DeepSeek-V3.1 or GPT-5.1 Codex High page. See also the complete list of AI model comparisons.