Model comparison

GPT-5.6 Terra vs DeepSeek V4 Flash

Compare GPT-5.6 Terra vs DeepSeek V4 Flash 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 Flash

deepseek · deepseek-v4-flash

Input
$0.14
Output
$0.28
Context
1M

Quick take

DeepSeek V4 Flash has the lower input price at $0.14 per 1M input tokens. DeepSeek V4 Flash 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 Flash if...

  • DeepSeek V4 Flash is the better default for cost-sensitive traffic and repeated high-volume calls.
  • DeepSeek V4 Flash 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 Flash Cheaper
1M input + 200K output $4.40 $0.20 DeepSeek V4 Flash
10M input + 2M output $44.00 $1.96 DeepSeek V4 Flash
100M input + 20M output $440.00 $19.60 DeepSeek V4 Flash

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 Flash max output
384K
GPT-5.6 Terra features
prompt caching, function calling, vision
DeepSeek V4 Flash 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 Flash

  • No major capability risk is flagged in this snapshot, but provider pages should still be verified before production routing.

Routing tags

frontierreasoningcodingagentslong-contextmultimodalcache-friendlyragbudgethigh-volumeopen-weightlocal-open

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