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Claude Sonnet 4 vs Llama 3.1 405B Instruct
Comprehensive side-by-side LLM comparison
Claude Sonnet 4 leads with 24.7% higher average benchmark score. Claude Sonnet 4 offers 72.0K more tokens in context window than Llama 3.1 405B Instruct. Llama 3.1 405B Instruct is $16.22 cheaper per million tokens. Claude Sonnet 4 supports multimodal inputs. Llama 3.1 405B Instruct is available on 8 providers. Overall, Claude Sonnet 4 is the stronger choice for coding tasks.
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Anthropic
Claude Sonnet 4 was created as the balanced offering in the Claude 4 family, designed to provide strong intelligence with practical speed and cost efficiency. Built to serve as a versatile workhorse for diverse applications, it balances advanced capabilities with operational considerations for everyday enterprise and consumer use.
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Meta
Llama 3.1 405B was developed as Meta's largest open-source language model, designed to provide frontier-level capabilities with 405 billion parameters. Built to demonstrate that open-source models can match proprietary systems in capability, it enables researchers and developers to experiment with and deploy a powerful foundation model without licensing restrictions.
10 months newer
Llama 3.1 405B Instruct
Meta
2024-07-23
Claude Sonnet 4
Anthropic
2025-05-22
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Pricing Comparison
Cost per million tokens (USD)
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Claude Sonnet 4
Input:$3.00
Output:$15.00
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Llama 3.1 405B Instruct
Input:$0.89
Output:$0.89($16.22 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 1 common benchmarks
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Claude Sonnet 4
Average Score:75.4%(+24.7%)
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Llama 3.1 405B Instruct
Average Score:50.7%
Provider Availability & Performance
Available providers and their performance metrics
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Claude Sonnet 4
4 providers
Anthropic
Throughput: 42 tok/s
Latency: 0.4ms
Bedrock
Throughput: 101 tok/s
Latency: 0.5ms
Throughput: 42 tok/s
Latency: 0.4ms
ZeroEval
Throughput: 42 tok/s
Latency: 0.4ms
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Claude Sonnet 4
Avg Score:75.4%(+24.7%)
Providers:4
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Llama 3.1 405B Instruct
Avg Score:50.7%
Providers:8