L LLM Cloud Hub
Side-by-side comparison

Claude Sonnet 4.6 vs Gemini 3.1 Pro Preview

Anthropic

Claude Sonnet 4.6

πŸ‘ Vision πŸ”§ Tools {} JSON
Input / 1M
$3.0000
Output / 1M
$15.0000
View Claude Sonnet 4.6 β†’
Google

Gemini 3.1 Pro Preview

πŸ‘ Vision πŸ”§ Tools {} JSON
Input / 1M
$2.0000
Output / 1M
$12.0000
View Gemini 3.1 Pro Preview β†’
Claude Sonnet 4.6Gemini 3.1 Pro Preview
Provider Anthropic Google
Context window Maximum tokens (input + output) the model can process in a single request. Glossary β†’ 1,000,000 1,048,576
Capabilities Optional capabilities the model advertises: vision (images), tools (function calling), json_mode (structured output). vision, tools, json_mode vision, tools, json_mode
Input $ / 1M tokens Cost for tokens you send (prompt + context). Cheaper side highlighted. Glossary β†’ 3.0000 2.0000
Output $ / 1M tokens Cost for tokens the model generates. Output is normally 3–5Γ— pricier than input. Glossary β†’ 15.0000 12.0000

Frequently asked questions

Which is cheaper, Claude Sonnet 4.6 or Gemini 3.1 Pro Preview?

Gemini 3.1 Pro Preview is cheaper than Claude Sonnet 4.6 on a 50/50 input/output blend by about $2 per 1M tokens. Exact savings depend on your input-vs-output ratio β€” use the cost calculator on this page for a workload-specific estimate.

Which has a larger context window, Claude Sonnet 4.6 or Gemini 3.1 Pro Preview?

Gemini 3.1 Pro Preview has the larger context window at 1M tokens versus 1M tokens for Claude Sonnet 4.6. That means Gemini 3.1 Pro Preview can ingest about 1.0x as much text per request.

What is the difference between Claude Sonnet 4.6 and Gemini 3.1 Pro Preview?

Claude Sonnet 4.6 comes from Anthropic; Gemini 3.1 Pro Preview comes from Google. They differ in pricing, context window, and supported capabilities β€” see the side-by-side table on this page for the exact figures, refreshed nightly.

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