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Nemotron Cascade 2 vs DeepSeek V4 Pro

At a glance

NVIDIA's open 30B MoE model with strong reasoning and agentic ability.

262K ctx

Open-source 1.6T-parameter MoE with 49B active, built for advanced reasoning and long-horizon agents.

821.0M ctx$0.43/$0.87 per M#21/92
Agent Demos
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AI Output
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Benchmarks
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Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Capability
CapabilityECI81.6
Reasoning & Knowledge
Graduate Science89.6%Factual Recall57.0%
Math
Competition Math96.7%
Coding
Real-World Coding77.6%
Specs
262K
Context
16K
Max output
—
Released
1.0M
Context
256K
Max output
Apr 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Pricing not available
Live pricing, shown before you run
Input$0.43/M tokens
Output$0.87/M tokens
Cache read$0.004/M tokens
Chat with Nemotron Cascade 2Go to model
Chat with DeepSeek V4 ProGo to model
Frequently Asked Questions: Nemotron Cascade 2 vs DeepSeek V4 Pro▼

Which is better, Nemotron Cascade 2 or DeepSeek V4 Pro?

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Both Nemotron Cascade 2 and DeepSeek V4 Pro 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 has a larger context window, Nemotron Cascade 2 or DeepSeek V4 Pro?

▼

DeepSeek V4 Pro has a larger context window: Nemotron Cascade 2 supports 262K tokens vs DeepSeek V4 Pro at 1M tokens.

What are the key differences between Nemotron Cascade 2 and DeepSeek V4 Pro?

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Nemotron Cascade 2 and DeepSeek V4 Pro 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 Nemotron Cascade 2 and DeepSeek V4 Pro for free on idapt.app to see which performs better for your specific needs.

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