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DeepSeek V4 Pro vs Llama 3.1 70B

At a glance
DeepSeekDeepSeek V4 Pro

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
MetaLlama 3.1 70B

Meta's 70B model from the Llama 3.1 generation.

60131K ctx$0.40/$0.40 per M#71/92
AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
DeepSeekDeepSeek V4 Pro
Reasoning
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Smarter
Capability
CapabilityECI81.6
Reasoning & Knowledge
Graduate Science89.6%Factual Recall57.0%
Math
Math Problems—Competition Math96.7%
Coding
Real-World Coding77.6%
MetaLlama 3.1 70B
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch ECI·Epoch AI·OpenRouter· as of 2026-07-10
Cheaper
Capability
CapabilityECI59.5
Reasoning & Knowledge
Graduate Science44.2%Factual Recall—
Math
Math Problems36.7%Competition Math3.6%
Coding
Real-World Coding—
Specs
DeepSeekDeepSeek V4 Pro
1.0M
Context
256K
Max output
Apr 2026
Released
MetaLlama 3.1 70B
131K
Context
16K
Max output
Jul 2024
Released
Capabilities
DeepSeekDeepSeek V4 Pro
Vision
Audio
Reasoning
MetaLlama 3.1 70B
Vision
Audio
Reasoning
Pricing
DeepSeekDeepSeek V4 Pro
Live pricing, shown before you run
Input$0.43/M tokens
Output$0.87/M tokens
Cache read$0.004/M tokens
MetaLlama 3.1 70B
Live pricing, shown before you run
Input$0.40/M tokens
Output$0.40/M tokens
Chat with DeepSeek V4 ProGo to model
Chat with Llama 3.1 70BGo to model
Frequently Asked Questions: DeepSeek V4 Pro vs Llama 3.1 70B▼

Which is better, DeepSeek V4 Pro or Llama 3.1 70B?

▼

Based on the Capability Index, DeepSeek V4 Pro scores higher (81.6 vs 59.5). However, "better" depends on your use case — pricing, speed, context window, and specific capability needs all matter.

Which is cheaper, DeepSeek V4 Pro or Llama 3.1 70B?

▼

Llama 3.1 70B has a lower blended cost. DeepSeek V4 Pro: $0.43 input / $0.87 output. Llama 3.1 70B: $0.40 input / $0.40 output.

Which has a larger context window, DeepSeek V4 Pro or Llama 3.1 70B?

▼

DeepSeek V4 Pro has a larger context window: DeepSeek V4 Pro supports 1M tokens vs Llama 3.1 70B at 131K tokens.

What are the key differences between DeepSeek V4 Pro and Llama 3.1 70B?

▼

Key differences: DeepSeek V4 Pro has a notably higher capability index (22.1 point gap); only DeepSeek V4 Pro offers extended reasoning mode. 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 DeepSeek V4 Pro and Llama 3.1 70B for free on idapt.app to see which performs better for your specific needs.

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