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Gemini 3.1 Pro Preview (batch)

google/gemini-3.1-pro-preview:batch

Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows.

Key facts

Input price
$1.00 / 1M tokens
Output price
$6.00 / 1M tokens
Context window
1M tokens
Max output
66K tokens
Accepts
Text, Images, Files, Audio, Video
Returns
Text

Example: 1,000 requests with 1,000 input and 500 output tokens each would cost about $4.00 (1M input tokens × $1.00 + 0.5M output tokens × $6.00). Estimate your own usage.

Prices are the provider’s own per-token rates with zero markup, from our price list as of Oct 18, 2026. If a call has extra provider charges (images, audio, web search, cached prompts), you pay the reported cost.

Call it from your code

curl https://api.tokenctr.com/v1/chat/completions \
  -H "Authorization: Bearer $TOKENCENTER_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model": "google/gemini-3.1-pro-preview:batch", "messages": [{"role": "user", "content": "Hello!"}]}'

Works with any OpenAI-compatible SDK: set the base URL to https://api.tokenctr.com/v1. Quickstart

Benchmarks

Artificial Analysis

Intelligence index
29.7
Coding index
68.8
Agentic index
8.2

Design Arena

CategoryRankEloWin rate
Agents: Agentic HTML slides4122655.8%
Agents: Agentic slides (HTML)4121954.4%
Agents: Agentic slides7111233.8%
Agents: Agentic slides (python-pptx)7110733.9%
Agents: PPTX slides7111034.1%
Agents: Godot game dev8123660%
Models: ASCII art10127263.5%
Models: SVG11128567.8%
Agents: HTML slides16115348.6%
Agents: Agentic game dev22111444.2%
Agents: Slides (python-pptx)25110931.9%
Models: UI components26127969.4%
Agents: Web apps31111944.6%
Agents: Full-stack32106840.8%
Agents: Android native34106441.4%
Agents: Mobile apps37109143.2%
Models: Data visualization37124061.8%
Models: 3D39123558.4%
Models: Websites40125464.4%
Models: Code42124564.4%
Models: Game dev51120652.1%

Source: Artificial Analysis indexes and Design Arena results as published in OpenRouter’s model data, fetched Oct 15, 2026. Higher is better. Not measured by TokenCenter. See all rankings.

Supported request parameters

include_reasoningmax_tokensreasoningreasoning_effortresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_p