Gemini 3.1 Pro (Preview High) API
About
Build advanced reasoning agents with Gemini 3.1 Pro (Preview High), a specialized AI model optimized for complex logic and chain-of-thought tasks. This model delivers cost-effective pricing at $2.00/1M input and $12.00/1M output tokens, native tool calling support. Access Gemini 3.1 Pro (Preview High) via the NanoGPT API with up to 66K output tokens.
Capabilities
Input Modalities
textimageaudio
Output Modalities
text
Limits
Context Window
1.0M
Tokens
Input Limit
1.0M
Tokens
Max Output
66K
Tokens
Pricing
Standard (per 1M tokens)
Input
$2.00
Output
$12.00
Caching (per 1M tokens)
Read
$0.20
Write
$0.38
Frequently Asked Questions
Gemini 3.1 Pro (Preview High) by NanoGPT costs $2.00 per 1M input tokens and $12.00 per 1M output tokens. Cached reads cost $0.20 per 1M tokens. Cache writes cost $0.38 per 1M tokens.
Model Details
ID
google/gemini-3.1-pro-preview-high
Provider
NanoGPTFamily
gemini
Release Date
Feb 21, 2026
Knowledge Cutoff
N/A
API Integration
NPM Package
@ai-sdk/openai-compatible
Environment Variables
NANO_GPT_API_KEY
API Base URL
https://nano-gpt.com/api/v1