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Google

Gemini 3.1 Pro (Preview)

Google's reasoning flagship — top of the GPQA Diamond leaderboard.

API onlytextimagevideofileaudioREL 2026-02-19
Compare this model →Verified 2026-06-12

Overview

Gemini 3.1 Pro leads on science reasoning with 94.1–94.3% GPQA Diamond and sits at ~57 on the Artificial Analysis Intelligence Index. Full multimodal input and a 1M context window at $2/$12 per 1M tokens make it the cheapest of the true flagships.

Benchmark scores

Methodology →
Intelligence57
Codingn/a
Reasoning95.5
Math98.1

Sources and verification

Strengths and weaknesses

Strengths

  • #1-tier GPQA Diamond science reasoning
  • Cheapest true flagship ($2/$12)
  • Video + audio input

Trade-offs

  • Still 'preview' labelled
  • 65K max output

Reach for this model when

Science/research reasoning, multimodal analysis, long-document work.

Run something like it locally

No open model matches its multimodal reasoning; DeepSeek V4 Pro is the text-only approximation.

vLLM

High-throughput LLM serving for GPUs.

OPEN SOURCE24–80 GB VRAM
VRAM fit24–80 GB