Model comparison
GPT-5.6 Terra vs DeepSeek V4 Pro
Compare GPT-5.6 Terra vs DeepSeek V4 Pro API pricing: input/output token costs, cache pricing, context windows, workload estimates, and routing fit.
GPT-5.6 Terra
openai · gpt-5.6-terra
- Input
- $2
- Output
- $12
- Context
- 1.1M
DeepSeek V4 Pro
deepseek · deepseek-v4-pro
- Input
- $1.32
- Output
- $3.96
- Context
- 1M
Quick take
DeepSeek V4 Pro has the lower input price at $1.32 per 1M input tokens. DeepSeek V4 Pro is cheaper for the example blended workload below. GPT-5.6 Terra has the larger context window at 1.1M tokens.
Choose GPT-5.6 Terra if...
- GPT-5.6 Terra is safer for long documents, repository analysis, and RAG prompts because it has the larger context window.
- GPT-5.6 Terra is required if images, screenshots, or visual documents are part of the workflow.
Choose DeepSeek V4 Pro if...
- DeepSeek V4 Pro is the better default for cost-sensitive traffic and repeated high-volume calls.
- DeepSeek V4 Pro gives more room for long generated answers, reports, or code output.
Example workload cost
Estimates use input tokens plus 20% output tokens. They exclude provider discounts, cache hits, and tool/search surcharges.
| Workload | GPT-5.6 Terra | DeepSeek V4 Pro | Cheaper |
|---|---|---|---|
| 1M input + 200K output | $4.40 | $2.11 | DeepSeek V4 Pro |
| 10M input + 2M output | $44.00 | $21.12 | DeepSeek V4 Pro |
| 100M input + 20M output | $440.00 | $211.20 | DeepSeek V4 Pro |
Context, output, and capability fit
GPT-5.6 Terra provides the larger context window. Check max output separately when the task needs long reports, code generation, or full-document rewrites.
- GPT-5.6 Terra max output
- 128K
- DeepSeek V4 Pro max output
- 384K
- GPT-5.6 Terra features
- prompt caching, function calling, vision
- DeepSeek V4 Pro features
- prompt caching, function calling
Risk notes for GPT-5.6 Terra
- No major capability risk is flagged in this snapshot, but provider pages should still be verified before production routing.
Risk notes for DeepSeek V4 Pro
- No major capability risk is flagged in this snapshot, but provider pages should still be verified before production routing.
Routing tags
frontierreasoningcodingagentslong-contextmultimodalcache-friendlyragpremiumopen-weightlocal-open