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google/gemini-3-1-pro-preview-customtools
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Gemini 3.1 Pro Preview Custom Tools

Gemini 3.1 Pro Preview Custom Tools is a variant of Gemini 3.1 Pro that improves tool selection behavior by preventing overuse of a general bash tool when more efficient third-party or user-defined functions are available. This specialized preview endpoint significantly increases function calling reliability and ensures the model selects the most appropriate tool in coding agents and complex, multi-tool workflows. It retains the core strengths of Gemini 3.1 Pro, including multimodal reasoning across text, image, video, audio, and code, a 1M-token context window, and strong software engineering performance.

2/25/2026
1,048,576 tokens

Specifications

Modalities

Input
text
audio
image
video
file
Output
text

Supported Parameters

include_reasoning
max_tokens
reasoning
response_format
seed
stop
structured_outputs
temperature
tool_choice
tools
top_p

Max Output Tokens

65,536

Reasoning Configuration

Default
Thinking on (effort: medium)
Selectable effort levels
high
medium
low
Turning thinking off
Not possible (always thinks)

How to control thinking, and what it costs

Frequently asked questions

Is Gemini 3.1 Pro Preview Custom Tools available on FastMetal?
Not at the moment. GLM 5.3 Flash, from the same lab, is available on the FastMetal API today.
What is the context window of Gemini 3.1 Pro Preview Custom Tools?
1,048,576 tokens, shared between the prompt and the response.