Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning): The Ultimate Performance & Pricing Comparison

Deep dive into reasoning, benchmarks, and latency insights.

The Final Verdict in the Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) Showdown

After a comprehensive analysis, DeepSeek V3.1 Terminus (Reasoning) emerges as the superior choice for users prioritizing raw intelligence and reasoning. However, Llama 3.1 Instruct 70B remains a highly competitive option, especially for scenarios demanding faster response times and cost-efficiency. This detailed Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) comparison will break down every critical metric to help you make the best decision.

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Model Snapshot

Key decision metrics at a glance.

Llama 3.1 Instruct 70B

Overall Capabilities

The capability radar provides a holistic view of the Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) matchup. This chart illustrates each model's strengths and weaknesses at a glance, forming a cornerstone of our Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) analysis.

This radar chart visually maps the core capabilities (reasoning, coding, math proxy, multimodal, long context) of `Llama 3.1 Instruct 70B` vs `DeepSeek V3.1 Terminus (Reasoning)`.

Benchmark Breakdown

For a granular look, this chart directly compares scores across standardized benchmarks. In the critical MMLU Pro test, a key part of the Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) debate, Llama 3.1 Instruct 70B scores 10 against DeepSeek V3.1 Terminus (Reasoning)'s 90. This data-driven approach is essential for any serious Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) comparison.

This grouped bar chart provides a side-by-side comparison for each benchmark metric.

Speed & Latency

Speed is a crucial factor in the Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) decision for interactive applications. The metrics below highlight the trade-offs you should weigh before shipping to production.

Time to First Token

Llama 3.1 Instruct 70B300ms

DeepSeek V3.1 Terminus (Reasoning)300ms

Tokens per Second

Llama 3.1 Instruct 70B61.266

DeepSeek V3.1 Terminus (Reasoning)42

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The Economics of Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning)

Power is only one part of the equation. This Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) pricing analysis gives you a true sense of value.

Pricing Breakdown

Compare input and output pricing at a glance.

Real-World Cost Scenario

To process 1M input tokens and generate 250k output tokens, Llama 3.1 Instruct 70B would cost $0.001, whereas DeepSeek V3.1 Terminus (Reasoning) would cost $0.001. This practical calculation is vital for any developer considering the Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) choice.

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Which Model Wins the Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) Battle for You?

Choose Llama 3.1 Instruct 70B if...

You need the most advanced reasoning capabilities available.

Your use case demands cutting-edge AI performance.

Choose DeepSeek V3.1 Terminus (Reasoning) if...

You are developing at scale where operational costs are critical.

You prioritize cost-effectiveness over maximum performance.

Your workload requires consistent, reliable performance.

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Your Questions about the Llama 3.1 Instruct 70B vs DeepSeek V3.1 Terminus (Reasoning) Comparison

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Data source: https://artificialanalysis.ai/