Atlas / Models / Google / Google: Gemini 3.1 Pro Preview

Google: Gemini 3.1 Pro Preview✓ Catalog verified

google/gemini-3.1-pro-preview

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...

Input price
$2.00 /1M
Output price
$12.00 /1M
Context
1.0M
Modalities
audiofileimagetext
Released
Feb 19, 2026
Tool calling
✓ Yes
Atlas signal
91/100
01

Overview

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...

Access: available through the official Google API. Context window: 1.0M.

Pricing and metadata from the ModelsAtlas catalog.Last refreshed Sep 20, 2026
02

Specifications

API identifiergoogle/gemini-3.1-pro-preview
ProviderGoogle
Model typeMultimodal LLM
Context window1.0M catalog
Input modalitiesaudio · file · image · text · video
Output modalitiestext
ReleasedFeb 19, 2026
TokenizerGemini
ModeratedNo
Architecture modalitytext+image+file+audio+video->text
Supported parameters
include_reasoningmax_tokensreasoningreasoning_effortresponse_formatseedstopstructured_outputstemperaturetool_choicetoolstop_p
Source: provider documentation + catalog feedMethodology →

API defaults

Default parameters
{
  "top_k": null,
  "top_p": null,
  "temperature": null,
  "presence_penalty": null,
  "frequency_penalty": null,
  "repetition_penalty": null
}
03

Pricing

Live pricing components for google/gemini-3.1-pro-preview as published in the catalog.

$2.00
Input /1M
$12.00
Output /1M
Per request
$0.000002
Per image
Pricing componentRaw unit priceNormalizedUnit
Prompt tokens$0.000002$2.00 / 1MPer input token
Completion tokens$0.000012$12.00 / 1MPer output token
Request feeN/AN/APer request
Image fee$0.000002$0.000002Per image unit
Web search fee$0.014$0.014000Per search request
Source: catalog pricing feedCompare all pricing →Cheapest models →
04

Cost calculator

Estimate monthly spend from your own token volumes.

Scale / Volume

Estimated Total Cost

$3.4Calculated from current list pricing in the ModelsAtlas catalog.
05

Capabilities

CapabilityStatusWhat it means
Visual Understanding✓ SupportedImage and document analysis support
Audio Processing✓ SupportedSpeech and voice aligned flows
Tool Calling✓ SupportedSupports tools / function calling
Self-HostingNot advertisedDeploy outside managed APIs
Derived from catalog capability tags and supported parameters
06

Capability signals

Directional signals derived from model metadata and capability tags — not official benchmark submissions.

Google: Gemini 3.1 Pro Preview
MMLU Signal (Reasoning)
97signal
Coding Signal (HumanEval proxy)
92signal
Math Signal (GSM8K proxy)
87signal
Science Signal (GPQA proxy)
87signal
Estimated from metadata — not an official benchmark runAll benchmarks →Methodology →
07

Quick start

Call Google: Gemini 3.1 Pro Preview through an OpenAI-compatible client.

from openai import OpenAI

client = OpenAI(
    base_url="https://openrouter.ai/api/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="google/gemini-3.1-pro-preview",
    messages=[{"role": "user", "content": "Explain quantum physics."}]
)

print(response.choices[0].message.content)
08

Alternatives

Closest models by context window from a different provider.

Head-to-head comparisons

Side-by-side breakdowns of Google: Gemini 3.1 Pro Preview against other frontier models.

vs Anthropic: Claude Fable 5vs Anthropic: Claude Fable 5.1vs Anthropic: Claude Opus 4.6vs Anthropic: Claude Opus 4.7vs Anthropic: Claude Opus 4.7 (Fast)vs Anthropic: Claude Opus 4.8vs Anthropic: Claude Opus 4.8 (Fast)vs Anthropic: Claude Opus 5vs Anthropic: Claude Sonnet 4.5vs Anthropic: Claude Sonnet 4.6vs Anthropic: Claude Sonnet 5vs Claude Opus 5 (Fast)vs Google: Gemini 2.5 Flashvs Google: Gemini 2.5 Flash Litevs Google: Gemini 2.5 Flash Lite Preview 09-2025vs Google: Gemini 2.5 Provs Google: Gemini 2.5 Pro Preview 05-06vs Google: Gemini 2.5 Pro Preview 06-05vs Google: Gemini 3 Flash Previewvs Google: Gemini 3 Pro Previewvs Google: Gemini 3.1 Flash Lite Previewvs Google: Gemini 3.1 Pro Preview Custom Toolsvs Google: Gemini 3.5 Flashvs Google: Gemini 3.6 Flashvs OpenAI: GPT-5.4vs OpenAI: GPT-5.4 Provs OpenAI: GPT-5.5vs OpenAI: GPT-5.5 Provs OpenAI: GPT-5.6 Lunavs OpenAI: GPT-5.6 Luna Provs OpenAI: GPT-5.6 Solvs OpenAI: GPT-5.6 Sol Provs OpenAI: GPT-5.6 Terravs OpenAI: GPT-5.6 Terra Provs xAI: Grok 4 Fastvs Anthropic: Claude Haiku 4.5vs Anthropic: Claude Opus 4.1 (batch)vs Anthropic: Claude Opus 4.5vs OpenAI: GPT-5vs Anthropic: Claude Opus 4.1vs OpenAI: GPT-5 Codexvs OpenAI: GPT-5 Imagevs OpenAI: GPT-5 Image Minivs OpenAI: GPT-5 Minivs OpenAI: GPT-5 Nanovs OpenAI: GPT-5 Provs OpenAI: GPT-5.1vs OpenAI: GPT-5.1-Codexvs OpenAI: GPT-5.1-Codex-Maxvs OpenAI: GPT-5.1-Codex-Minivs OpenAI: GPT-5.2vs OpenAI: GPT-5.2-Codexvs OpenAI: GPT-5.2 Provs OpenAI: GPT-5.3-Codexvs OpenAI: GPT-5.4 Minivs OpenAI: GPT-5.4 Nanovs OpenAI: o1vs OpenAI: o3vs OpenAI: o3 Deep Research
09

Sources & attribution

Pricing and metadata are maintained in the ModelsAtlas catalog.

Capability bars use metadata tags — directional estimates onlyHow we source and verify data →
10

Frequently asked questions

How much does Google: Gemini 3.1 Pro Preview cost?

$2.00 per 1M input tokens and $12.00 per 1M output tokens on the official Google API.

What is the context window of Google: Gemini 3.1 Pro Preview?

Google: Gemini 3.1 Pro Preview supports up to 1.0M tokens of context.

Does Google: Gemini 3.1 Pro Preview support tool / function calling?

Yes, Google: Gemini 3.1 Pro Preview supports tool / function calling — you can register tools and the model will emit structured tool calls.

How do I access Google: Gemini 3.1 Pro Preview?

Use the official Google API with the model id `google/gemini-3.1-pro-preview`. See the Quick start section above for code examples.