DeepSeek-V2.5 vs Llama 3.1 8B Instruct Comparison
Comparing DeepSeek-V2.5 and Llama 3.1 8B Instruct across benchmarks, pricing, and capabilities.
Performance Benchmarks
Comparative analysis across standard metrics
DeepSeek-V2.5 outperforms in 2 benchmarks (HumanEval, MMLU), while Llama 3.1 8B Instruct is better at 0 benchmarks.
DeepSeek-V2.5 significantly outperforms across most benchmarks.
Arena Performance
Human preference votes
Pricing Analysis
Price comparison per million tokens
For input processing, DeepSeek-V2.5 ($0.14/1M tokens) is 4.7x more expensive than Llama 3.1 8B Instruct ($0.03/1M tokens).
For output processing, DeepSeek-V2.5 ($0.28/1M tokens) is 9.3x more expensive than Llama 3.1 8B Instruct ($0.03/1M tokens).
In conclusion, DeepSeek-V2.5 is more expensive than Llama 3.1 8B Instruct.*
* Using a 3:1 ratio of input to output tokens
Model Size
Parameter count comparison
DeepSeek-V2.5 has 228.0B more parameters than Llama 3.1 8B Instruct, making it 2850.0% larger.
Context Window
Maximum input and output token capacity
Llama 3.1 8B Instruct accepts 131,072 input tokens compared to DeepSeek-V2.5's 8,192 tokens. Llama 3.1 8B Instruct can generate longer responses up to 131,072 tokens, while DeepSeek-V2.5 is limited to 8,192 tokens.
License
Usage and distribution terms
DeepSeek-V2.5 is licensed under deepseek, while Llama 3.1 8B Instruct uses Llama 3.1 Community License.
License differences may affect how you can use these models in commercial or open-source projects.
deepseek
Open weights
Llama 3.1 Community License
Open weights
Release Timeline
When each model was launched
DeepSeek-V2.5 was released on 2024-05-08, while Llama 3.1 8B Instruct was released on 2024-07-23.
Llama 3.1 8B Instruct is 3 months newer than DeepSeek-V2.5.
May 8, 2024
1.9 years ago
Jul 23, 2024
1.6 years ago
2mo newerKnowledge Cutoff
When training data ends
Llama 3.1 8B Instruct has a documented knowledge cutoff of 2023-12-31, while DeepSeek-V2.5's cutoff date is not specified.
We can confirm Llama 3.1 8B Instruct's training data extends to 2023-12-31, but cannot make a direct comparison without DeepSeek-V2.5's cutoff date.
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Dec 2023
Provider Availability
DeepSeek-V2.5 is available from DeepSeek, DeepInfra, Hyperbolic. Llama 3.1 8B Instruct is available from Lambda, DeepInfra, Groq, Sambanova, Cerebras, Hyperbolic, Together, Fireworks, Bedrock. The availability of providers can affect quality of the model and reliability.
DeepSeek-V2.5
Llama 3.1 8B Instruct
Outputs Comparison
Key Takeaways
DeepSeek-V2.5
View detailsDeepSeek
Detailed Comparison
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