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Llama 3 8BvsLlama 3.1 405B

Meta AI vs Meta AI — Side-by-side model comparison

Llama 3.1 405B leads 3/5 categories

Head-to-Head Comparison

MetricLlama 3 8BLlama 3.1 405B
Provider
Arena Rank
#9
Context Window
8K
128K
Input Pricing
Free (open)/1M tokens
Free (open)/1M tokens
Output Pricing
Free (open)/1M tokens
Free (open)/1M tokens
Parameters
8B
405B
Open Source
Yes
Yes
Best For
Edge deployment, fast inference, fine-tuning
Complex reasoning, coding, multilingual tasks
Release Date
Apr 18, 2024
Jul 23, 2024

Llama 3 8B

Llama 3 8B is Meta's compact model that delivered breakthrough performance for its size class, outperforming the much larger Llama 2 70B on many benchmarks despite being nearly 10x smaller. Its efficiency and strong instruction following made it the most popular starting point for fine-tuning custom models in the open-source community.

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Llama 3.1 405B

Llama 3.1 405B is Meta's largest and most capable open-source language model, representing a major milestone as the first open model to rival top proprietary systems like GPT-4 and Claude 3.5 Sonnet across many benchmarks. With 405 billion parameters and a 128K context window, it excels at complex reasoning, coding, multilingual translation, and tool use. Its open-weight nature has made it a foundation for the open-source AI ecosystem, enabling organizations to deploy frontier-level AI without vendor lock-in.

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Key Differences: Llama 3 8B vs Llama 3.1 405B

1

Llama 3.1 405B supports a larger context window (128K), allowing it to process longer documents in a single request.

2

Llama 3 8B has 8B parameters vs Llama 3.1 405B's 405B, which affects inference speed and capability.

L

When to use Llama 3 8B

  • +Your use case involves edge deployment, fast inference, fine-tuning
View full Llama 3 8B specs →
L

When to use Llama 3.1 405B

  • +You need to process long documents (128K context)
  • +Your use case involves complex reasoning, coding, multilingual tasks
View full Llama 3.1 405B specs →

The Verdict

Llama 3.1 405B wins our head-to-head comparison with 3 out of 5 category wins. It's the stronger choice for complex reasoning, coding, multilingual tasks, though Llama 3 8B holds an edge in edge deployment, fast inference, fine-tuning.

Last compared: March 2026 · Data sourced from public benchmarks and official pricing pages

Frequently Asked Questions

Which is better, Llama 3 8B or Llama 3.1 405B?
In our head-to-head comparison, Llama 3.1 405B leads in 3 out of 5 categories (arena rank, context window, input pricing, output pricing, and parameters). Llama 3.1 405B excels at complex reasoning, coding, multilingual tasks, while Llama 3 8B is better suited for edge deployment, fast inference, fine-tuning. The best choice depends on your specific requirements, budget, and use case.
How does Llama 3 8B pricing compare to Llama 3.1 405B?
Llama 3 8B charges Free (open) per 1M input tokens and Free (open) per 1M output tokens. Llama 3.1 405B charges Free (open) per 1M input tokens and Free (open) per 1M output tokens. For high-volume production workloads, the pricing difference can significantly impact total cost of ownership.
What is the context window difference between Llama 3 8B and Llama 3.1 405B?
Llama 3 8B supports a 8K token context window, while Llama 3.1 405B supports 128K tokens. Llama 3.1 405B can process longer documents, codebases, and conversations in a single request. Context window size matters most for tasks involving long documents, large codebases, or extended conversations.
Can I use Llama 3 8B or Llama 3.1 405B for free?
Llama 3 8B is a paid API model starting at Free (open) per 1M input tokens. Llama 3.1 405B is a paid API model starting at Free (open) per 1M input tokens. Open-source models can be self-hosted for free but require your own GPU infrastructure.
Which model has better benchmarks, Llama 3 8B or Llama 3.1 405B?
Llama 3 8B's arena rank is not yet available, while Llama 3.1 405B holds rank #9. Note that benchmarks don't capture every use case — we recommend testing both models on your specific tasks.
Is Llama 3 8B or Llama 3.1 405B better for coding?
Llama 3 8B's primary strength is edge deployment, fast inference, fine-tuning. Llama 3.1 405B is specifically optimized for coding tasks. For coding specifically, arena rank and code-specific benchmarks are the best indicators of performance.