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Gemini 3.1 Pro (Preview Custom Tools) vs Auto model (Standard)

Gemini 3.1 Pro (Preview Custom Tools) is cheaper on output tokens, while Gemini 3.1 Pro (Preview Custom Tools) offers a larger context window. Choose Gemini 3.1 Pro (Preview Custom Tools) or Auto model (Standard) based on the trade-off between cost, context, and the benchmarks that matter for your use case.

SpecGemini 3.1 Pro (Preview Custom Tools)Auto model (Standard)
ProviderNanoGPTNanoGPT
Input / 1M tokens$2.00$10.00
Output / 1M tokens$12.00$19.99
Context window1M1M
Parameters
Open weightsNoNo
ReleasedFeb 2026Jun 2024

FAQ

Pricing is indicative — confirm with the provider before production use. Highlighted values indicate the better figure for that row.