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Gemini 3.1 Pro vs GPT 5.1 Codex Max

At a glance
GoogleGemini 3.1 Pro

Google's frontier model with a large leap in core reasoning.

861.0M ctx$2.00/$12.00 per M#10/92
OpenAIGPT 5.1 Codex Max

Extended-context coding model for large codebase operations.

400K ctx$1.25/$10.00 per M
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
GoogleGemini 3.1 Pro
Reasoning
Sources:Epoch ECI·Epoch AI·Provider·OpenRouter· as of 2026-07-10
Capability
CapabilityECI86.4
Reasoning & Knowledge
Graduate Science94.1%Expert-Level46.4%Factual Recall77.3%
Math
Competition Math95.6%Research Math36.9%
Coding
Real-World Coding80.6%
Agentic
Terminal Tasks80.2%Novel Reasoning77.1%Task Horizon6.4h
OpenAIGPT 5.1 Codex Max
Reasoning
CodingInsufficient data
ReasoningInsufficient data
MathInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
Capability—
Reasoning & Knowledge
Graduate Science—Expert-Level—Factual Recall—
Math
Competition Math—Research Math—
Coding
Real-World Coding—
Agentic
Terminal Tasks60.4%Novel Reasoning—Task Horizon2.7h
Specs
GoogleGemini 3.1 Pro
1.0M
Context
66K
Max output
Feb 2026
Released
OpenAIGPT 5.1 Codex Max
400K
Context
128K
Max output
Dec 2025
Released
Capabilities
GoogleGemini 3.1 Pro
Vision
Audio
Reasoning
OpenAIGPT 5.1 Codex Max
Vision
Audio
Reasoning
Pricing
GoogleGemini 3.1 Pro
Live pricing, shown before you run
Input$2.00/M tokens
Output$12.00/M tokens
Reasoning$12.00/M tokens
Cache read$0.20/M tokens
Cache write$0.38/M tokens
Image input$2.00/M tokens
Audio input$2.00/M tokens
Web search$0.01/search
OpenAIGPT 5.1 Codex Max
Live pricing, shown before you run
Input$1.25/M tokens
Output$10.00/M tokens
Cache read$0.13/M tokens
Web search$0.01/search
Chat with Gemini 3.1 ProGo to model
Chat with GPT 5.1 Codex MaxGo to model
Frequently Asked Questions: Gemini 3.1 Pro vs GPT 5.1 Codex Max▼

Which is better, Gemini 3.1 Pro or GPT 5.1 Codex Max?

▼

Both Gemini 3.1 Pro and GPT 5.1 Codex Max are capable AI models. The best choice depends on your specific use case: consider pricing, context window, speed, and which capabilities (vision, reasoning, audio) you need.

Which is cheaper, Gemini 3.1 Pro or GPT 5.1 Codex Max?

▼

GPT 5.1 Codex Max has a lower blended cost. Gemini 3.1 Pro: $2.00 input / $12.00 output. GPT 5.1 Codex Max: $1.25 input / $10.00 output.

Which has a larger context window, Gemini 3.1 Pro or GPT 5.1 Codex Max?

▼

Gemini 3.1 Pro has a larger context window: Gemini 3.1 Pro supports 1M tokens vs GPT 5.1 Codex Max at 400K tokens.

Do both Gemini 3.1 Pro and GPT 5.1 Codex Max support vision?

▼

Yes, both Gemini 3.1 Pro and GPT 5.1 Codex Max support vision/image input.

What are the key differences between Gemini 3.1 Pro and GPT 5.1 Codex Max?

▼

Gemini 3.1 Pro and GPT 5.1 Codex Max have similar overall capabilities. The main differences lie in pricing, context window size, and provider-specific strengths. Use this comparison page to review all metrics side by side.

Which model should I choose for my use case?

▼

If cost is your priority, choose the cheaper option. If you need the highest intelligence for complex tasks, pick the higher-scoring model. For long documents or codebases, choose the larger context window. You can try both Gemini 3.1 Pro and GPT 5.1 Codex Max for free on idapt.app to see which performs better for your specific needs.

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