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Claude Opus 4.7 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 Opus 4.7 and Gemini 3.1 Pro Preview.

Anthropic

Claude Opus 4.7

Opus 4.7 is the next generation of Anthropic's Opus family, built for long-running, asynchronous agents. Building on the coding and agentic strengths of Opus 4.6, it delivers stronger performance on...

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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 Opus 4.7Gemini 3.1 Pro Preview
ProviderAnthropicGoogle
Context Window1,000,000 tokens1,048,576 tokens
Agent Suitability96/100N/A
Time to First Token (TTFT)480 msN/A
Deployment Modelmanaged apimanaged api
Production Stabilitystablebeta
API AvailableYesYes
Released Date2026-04-162026-02-19

API Pricing Comparison

Input Price per Million Tokens

Claude Opus 4.7

$5.00

Gemini 3.1 Pro Preview

$2.00

Output Price per Million Tokens

Claude Opus 4.7

$25.00

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
9410.0%vsN/A
Claude Opus 4.7
Gemini 3.1 Pro Preview
HumanEvalPython coding & logic synthesis
9610.0%vsN/A
Claude Opus 4.7
Gemini 3.1 Pro Preview
MATHComplex mathematical problem solving
9150.0%vsN/A
Claude Opus 4.7
Gemini 3.1 Pro Preview
GPQAGraduate-level expert reasoning
8420.0%vsN/A
Claude Opus 4.7
Gemini 3.1 Pro Preview
HellaSwagCommonsense reasoning and inference
9880.0%vsN/A
Claude Opus 4.7
Gemini 3.1 Pro Preview
MT-BenchMulti-turn conversation flow quality
975.0%vsN/A
Claude Opus 4.7
Gemini 3.1 Pro Preview

Claude Opus 4.7 Quirks & Gotchas

  • Top-tier agentic coding model — excels at autonomous software engineering
  • Requires explicit tool_choice parameter for parallel function calling to work reliably

Gemini 3.1 Pro Preview Quirks & Gotchas

No developer gotchas reported.