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Gemini 3.1 Pro vs GPT 5.4

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 5.4

OpenAI's latest frontier model, unifying the Codex and GPT lines into one system.

871.1M ctx$2.50/$15.00 per M#7/92
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
Cheaper
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 5.4
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI87.4
Reasoning & Knowledge
Graduate Science93.3%Expert-Level36.2%Factual Recall44.8%
Math
Competition Math95.3%Research Math47.6%
Coding
Real-World Coding76.9%
Agentic
Terminal Tasks—Novel Reasoning74.0%Task Horizon5.7h
Specs
GoogleGemini 3.1 Pro
1.0M
Context
66K
Max output
Feb 2026
Released
OpenAIGPT 5.4
1.1M
Context
128K
Max output
Mar 2026
Released
Capabilities
GoogleGemini 3.1 Pro
Vision
Audio
Reasoning
OpenAIGPT 5.4
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 5.4
Live pricing, shown before you run
Input$2.50/M tokens
Output$15.00/M tokens
Cache read$0.25/M tokens
Web search$0.01/search
Chat with Gemini 3.1 ProGo to model
Chat with GPT 5.4Go to model
Frequently Asked Questions: Gemini 3.1 Pro vs GPT 5.4▼

Which is better, Gemini 3.1 Pro or GPT 5.4?

▼

Based on the Capability Index, GPT 5.4 scores higher (87.4 vs 86.4). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, Gemini 3.1 Pro or GPT 5.4?

▼

Gemini 3.1 Pro has a lower blended cost. Gemini 3.1 Pro: $2.00 input / $12.00 output. GPT 5.4: $2.50 input / $15.00 output.

Which has a larger context window, Gemini 3.1 Pro or GPT 5.4?

▼

GPT 5.4 has a larger context window: Gemini 3.1 Pro supports 1M tokens vs GPT 5.4 at 1.1M tokens.

Do both Gemini 3.1 Pro and GPT 5.4 support vision?

▼

Yes, both Gemini 3.1 Pro and GPT 5.4 support vision/image input.

Which has better coding performance, Gemini 3.1 Pro or GPT 5.4?

▼

Gemini 3.1 Pro scores higher on SWE-bench Verified: Gemini 3.1 Pro resolves 81% vs GPT 5.4 at 77%.

What are the key differences between Gemini 3.1 Pro and GPT 5.4?

▼

Gemini 3.1 Pro and GPT 5.4 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 5.4 for free on idapt.app to see which performs better for your specific needs.

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