Model comparison

Gemini 3.1 Flash-Lite vs DeepSeek V3.2

Compare Gemini 3.1 Flash-Lite vs DeepSeek V3.2 API pricing: input/output token costs, cache pricing, context windows, workload estimates, and routing fit.

Gemini 3.1 Flash-Lite

gemini · gemini/gemini-3.1-flash-lite

Input
$0.25
Output
$1.5
Context
1M

DeepSeek V3.2

deepseek · deepseek/deepseek-v3.2

Input
$0.28
Output
$0.4
Context
163.8K

Quick take

Gemini 3.1 Flash-Lite has the lower input price at $0.25 per 1M input tokens. DeepSeek V3.2 is cheaper for the example blended workload below. Gemini 3.1 Flash-Lite has the larger context window at 1M tokens.

Choose Gemini 3.1 Flash-Lite if...

  • Gemini 3.1 Flash-Lite is safer for long documents, repository analysis, and RAG prompts because it has the larger context window.
  • Gemini 3.1 Flash-Lite is required if images, screenshots, or visual documents are part of the workflow.

Choose DeepSeek V3.2 if...

  • DeepSeek V3.2 is the better default for cost-sensitive traffic and repeated high-volume calls.
  • DeepSeek V3.2 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 Gemini 3.1 Flash-Lite DeepSeek V3.2 Cheaper
1M input + 200K output $0.55 $0.36 DeepSeek V3.2
10M input + 2M output $5.50 $3.60 DeepSeek V3.2
100M input + 20M output $55.00 $36.00 DeepSeek V3.2

Context, output, and capability fit

Gemini 3.1 Flash-Lite provides the larger context window. Check max output separately when the task needs long reports, code generation, or full-document rewrites.

Gemini 3.1 Flash-Lite max output
65.5K
DeepSeek V3.2 max output
163.8K
Gemini 3.1 Flash-Lite features
prompt caching, function calling, vision
DeepSeek V3.2 features
prompt caching, function calling

Risk notes for Gemini 3.1 Flash-Lite

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

Risk notes for DeepSeek V3.2

  • Smaller context window: long PDFs, codebases, or RAG prompts may need chunking.

Routing tags

budgetfasthigh-volumestablemultimodalcache-friendlyragcodingreasoningopen-weightlocal-open

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