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Claude 3 Sonnet vs Gemini 3.1 Pro Preview

How do these models stack up? Below is an expert side-by-side comparison of specifications, context window capacity, live pricing per million tokens, and standardized benchmark scores for Claude 3 Sonnet and Gemini 3.1 Pro Preview.

Anthropic

Claude 3 Sonnet

Claude 3 Sonnet was Anthropic's balanced standard model in the first Claude 3 generation, optimized for a combination of response speed and general-purpose capabilities across writing, summarization, and question answering. Released in March 2024 alongside Opus and Haiku, it occupied the mid-tier positioning in the Claude 3 lineup. Claude 3 Sonnet has since been deprecated, and current use cases requiring similar capability-to-cost balance are best served by the Claude 4 Sonnet series, which offers substantially improved reasoning, context handling, and instruction following at competitive pricing.

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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...

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Technical Specifications

SpecificationClaude 3 SonnetGemini 3.1 Pro Preview
ProviderAnthropicGoogle
Context Window200,000 tokens1,048,576 tokens
Agent SuitabilityN/AN/A
Time to First Token (TTFT)N/AN/A
Deployment ModelN/Amanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2024-03-042026-02-19

API Pricing Comparison

Input Price per Million Tokens

Claude 3 Sonnet

$3.00

Gemini 3.1 Pro Preview

$2.00

Output Price per Million Tokens

Claude 3 Sonnet

$15.00

Gemini 3.1 Pro Preview

$12.00

Want to test both models live?

Run side-by-side prompt prompts in our dynamic Sandbox. Check execution speeds, latency metrics, and compute actual costs in real-time.

Benchmark Performance Metrics

Scores show the raw performance percentages verified across key evaluation suites. Higher bars indicate superior accuracy and capability in that domain.

MMLUGeneral knowledge & multi-task understanding
7900.0%vsN/A
Claude 3 Sonnet
Gemini 3.1 Pro Preview
HumanEvalPython coding & logic synthesis
7300.0%vsN/A
Claude 3 Sonnet
Gemini 3.1 Pro Preview
MATHComplex mathematical problem solving
4100.0%vsN/A
Claude 3 Sonnet
Gemini 3.1 Pro Preview
GPQAGraduate-level expert reasoning
3500.0%vsN/A
Claude 3 Sonnet
Gemini 3.1 Pro Preview
HellaSwagCommonsense reasoning and inference
8900.0%vsN/A
Claude 3 Sonnet
Gemini 3.1 Pro Preview
MT-BenchMulti-turn conversation flow quality
820.0%vsN/A
Claude 3 Sonnet
Gemini 3.1 Pro Preview

Claude 3 Sonnet Quirks & Gotchas

No developer gotchas reported.

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.