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Claude 3.5 Sonnet vs Llama 3.1 8B Instruct
Comprehensive side-by-side LLM comparison
Claude 3.5 Sonnet leads with 27.2% higher average benchmark score. Claude 3.5 Sonnet offers 137.9K more tokens in context window than Llama 3.1 8B Instruct. Llama 3.1 8B Instruct is $17.94 cheaper per million tokens. Claude 3.5 Sonnet supports multimodal inputs. Llama 3.1 8B Instruct is available on 9 providers. Overall, Claude 3.5 Sonnet is the stronger choice for coding tasks.
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Anthropic
This upgraded version of Claude 3.5 Sonnet was released with significant improvements in coding and agentic tool use. Built to deliver enhanced performance in software engineering tasks, it brought substantial gains in reasoning and problem-solving while introducing the groundbreaking computer use capability in public beta, allowing it to interact with computer interfaces like a human.
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Meta
Llama 3.1 8B was developed as an efficient open-source model, designed to bring capable instruction-following to applications with limited computational resources. Built with 8 billion parameters, it provides a lightweight option for developers seeking reliable performance without the overhead of larger models.
3 months newer
Llama 3.1 8B Instruct
Meta
2024-07-23
Claude 3.5 Sonnet
Anthropic
2024-10-22
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Pricing Comparison
Cost per million tokens (USD)
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Claude 3.5 Sonnet
Input:$3.00
Output:$15.00
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Llama 3.1 8B Instruct
Input:$0.03
Output:$0.03($17.94 cheaper)
Performance Metrics
Context window and performance specifications
Average performance across 5 common benchmarks
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Claude 3.5 Sonnet
Average Score:83.2%(+27.2%)
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Llama 3.1 8B Instruct
Average Score:56.0%
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Knowledge Cutoff
Training data recency comparison
Llama 3.1 8B Instruct
2023-12-31
More recent knowledge cutoff means awareness of newer technologies and frameworks
Provider Availability & Performance
Available providers and their performance metrics
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Claude 3.5 Sonnet
3 providers
Anthropic
Throughput: 100 tok/s
Latency: 0.5ms
Bedrock
Throughput: 101 tok/s
Latency: 0.5ms
Throughput: 42 tok/s
Latency: 0.4ms
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Claude 3.5 Sonnet
Avg Score:83.2%(+27.2%)
Providers:3
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Llama 3.1 8B Instruct
Avg Score:56.0%
Providers:9