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Nemotron 3 Ultra vs Gemini 3.8 Flash

At a glance

NVIDIA's open frontier reasoning model for orchestration, coding, and deep research.

203K ctx$0.60/$2.40 per M

Google's most intelligent Flash model, with significant gains over 3.7 Flash across software engineering, agentic tasks, and multi-step reasoning.

1.0M ctx$0.83/$4.13 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper36%
Reasoning & Knowledge
Graduate Science85.4%Factual Recall—
Math
Competition Math86.7%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science12%95.4%Factual Recall69.7%
Math
Competition Math14%98.9%
Specs
203K
Context
101K
Max output
Jun 2026
Released
1.0M
Context
66K
Max output
Sep 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input27%$0.60/M tokens
Output42%$2.40/M tokens
Cache read$0.12/M tokens
Live pricing, shown before you run
Input$0.83/M tokens
Output$4.13/M tokens
Reasoning$4.13/M tokens
Cache read31%$0.08/M tokens
Cache write$0.04/M tokens
Image input$0.83/M tokens
Audio input$0.83/M tokens
Web search$0.01/search
Chat with Nemotron 3 UltraGo to model
Chat with Gemini 3.8 FlashGo to model
Frequently Asked Questions: Nemotron 3 Ultra vs Gemini 3.8 Flash▼

Which is better, Nemotron 3 Ultra or Gemini 3.8 Flash?

▼

Both Nemotron 3 Ultra and Gemini 3.8 Flash 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, Nemotron 3 Ultra or Gemini 3.8 Flash?

▼

Nemotron 3 Ultra has a lower blended cost. Nemotron 3 Ultra: $0.60 input / $2.40 output. Gemini 3.8 Flash: $0.83 input / $4.13 output.

Which has a larger context window, Nemotron 3 Ultra or Gemini 3.8 Flash?

▼

Gemini 3.8 Flash has a larger context window: Nemotron 3 Ultra supports 203K tokens vs Gemini 3.8 Flash at 1M tokens.

Do both Nemotron 3 Ultra and Gemini 3.8 Flash support vision?

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Gemini 3.8 Flash supports vision/image input, but Nemotron 3 Ultra does not.

What are the key differences between Nemotron 3 Ultra and Gemini 3.8 Flash?

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Key differences: only Gemini 3.8 Flash 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 Nemotron 3 Ultra and Gemini 3.8 Flash for free on idapt.app to see which performs better for your specific needs.

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