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Gemini 3.1 Pro vs DeepSeek R1 (0528)

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
DeepSeekDeepSeek R1 (0528)

Updated DeepSeek R1 with performance on par with OpenAI o1.

75164K ctx$0.50/$2.15 per M#44/92
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
Smarter
Capability
CapabilityECI86.4
Reasoning & Knowledge
Graduate Science94.1%Expert-Level46.4%Factual Recall77.3%
Math
Math Problems—Competition Math95.6%Research Math36.9%
Coding
Real-World Coding80.6%Code Editing—
Agentic
Terminal Tasks80.2%Novel Reasoning77.1%Task Horizon6.4h
DeepSeekDeepSeek R1 (0528)
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI74.5
Reasoning & Knowledge
Graduate Science76.3%Expert-Level—Factual Recall27.4%
Math
Math Problems96.6%Competition Math66.4%Research Math—
Coding
Real-World Coding—Code Editing71.4%
Agentic
Terminal Tasks—Novel Reasoning1.1%Task Horizon31min
Specs
GoogleGemini 3.1 Pro
1.0M
Context
66K
Max output
Feb 2026
Released
DeepSeekDeepSeek R1 (0528)
164K
Context
33K
Max output
May 2025
Released
Capabilities
GoogleGemini 3.1 Pro
Vision
Audio
Reasoning
DeepSeekDeepSeek R1 (0528)
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
DeepSeekDeepSeek R1 (0528)
Live pricing, shown before you run
Input$0.50/M tokens
Output$2.15/M tokens
Cache read$0.35/M tokens
Chat with Gemini 3.1 ProGo to model
Chat with DeepSeek R1 (0528)Go to model
Frequently Asked Questions: Gemini 3.1 Pro vs DeepSeek R1 (0528)▼

Which is better, Gemini 3.1 Pro or DeepSeek R1 (0528)?

▼

Based on the Capability Index, Gemini 3.1 Pro scores higher (86.4 vs 74.5). 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 DeepSeek R1 (0528)?

▼

DeepSeek R1 (0528) has a lower blended cost. Gemini 3.1 Pro: $2.00 input / $12.00 output. DeepSeek R1 (0528): $0.50 input / $2.15 output.

Which has a larger context window, Gemini 3.1 Pro or DeepSeek R1 (0528)?

▼

Gemini 3.1 Pro has a larger context window: Gemini 3.1 Pro supports 1M tokens vs DeepSeek R1 (0528) at 164K tokens.

Do both Gemini 3.1 Pro and DeepSeek R1 (0528) support vision?

▼

Gemini 3.1 Pro supports vision/image input, but DeepSeek R1 (0528) does not.

What are the key differences between Gemini 3.1 Pro and DeepSeek R1 (0528)?

▼

Key differences: Gemini 3.1 Pro has a notably higher capability index (11.9 point gap); DeepSeek R1 (0528) is significantly cheaper; only Gemini 3.1 Pro supports vision input. Compare full specs on this page.

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 DeepSeek R1 (0528) for free on idapt.app to see which performs better for your specific needs.

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