Gemini 3.1 Pro Preview
Google · 2 thinking configurations
Intelligence—
Input / 1M$2.00
Output / 1M$12.00
Context1M
Tariff: Google · Source: artificial-analysis · USD per million tokens
Thinking configuration
What does more thinking buy you?
Compare this model’s measured thinking configurations.
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Efficient frontier: best measured score at each cost1 measured configurations · 1 without both values
Selected: thinking high · Click a point to switch configuration
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. Building on the multimodal foundation...
DeepSWE · pass@1Software-engineering tasks on mini-swe-agent v1.1. Pass@1 across evaluated runs, with measured cost per task. The 95% intervals may overlap.
11.7 % ±1.5Specifications from the catalog
Inputaudio, file, image, text, video
Outputtext
Tool callingYes
Structured outputYes
Speed113.9 tok/s
First token27.84 s
Maximum output65.5K
Catalog listing date2026-02-19
DeepSWE v1.1 · 113 tasks · mini-swe-agent · cost $2.14 / task · 76 mean steps · 28.4K mean output tokens. Published by the source 9/22/2026.