DeepSeek-R1 is a cost-effective AI model compared to other models available on AWS. Here's a detailed comparison of its pricing with other AI models:
DeepSeek-R1 Pricing:
- Direct API Pricing: DeepSeek-R1 is priced at $2.19 per million tokens when accessed directly through its parent company's API. This makes it significantly cheaper than many other AI models, especially for large-scale deployments[3][6].
- AWS Pricing: On AWS, DeepSeek-R1 is typically deployed using EC2 instances, where users pay for computing resources rather than per-token usage. This approach aligns with AWS's existing pricing model for open-source AI models. The cost can vary based on the instance type used, with total hourly costs ranging from approximately $2.67 to $35.29 depending on the specific setup[3][4].
Comparison with Other AI Models on AWS:
- Meta Llama Models: These models are priced per token, with costs ranging from $0.00075 to $0.00256 per 1,000 output tokens, depending on the model size. While Llama models offer a straightforward per-token pricing, DeepSeek-R1's efficiency and lower direct API costs make it more attractive for large-scale deployments[2].
- Cohere Models: Cohere models on AWS are priced differently, focusing on model training and inference costs. For example, Cohere Command models cost $49.50 per hour for inference without commitment. DeepSeek-R1's resource-based pricing on AWS can be more cost-effective for organizations optimizing their infrastructure usage[2].
- Stability AI Models: These models are primarily used for image generation and are priced per image rather than tokens. While not directly comparable to DeepSeek-R1, Stability AI models offer a different pricing structure focused on visual content generation[2].
In summary, DeepSeek-R1 offers a cost-effective alternative to other AI models on AWS, particularly for organizations seeking to optimize their AI infrastructure costs. Its pricing structure, whether through direct API access or resource-based costs on AWS, positions it as a competitive choice for businesses looking to leverage AI without incurring high per-token fees.
Citations:
[1] https://api-docs.deepseek.com/quick_start/pricing
[2] https://aws.amazon.com/bedrock/pricing/
[3] https://campustechnology.com/Articles/2025/02/04/AWS-Microsoft-Google-Others-Make-DeepSeek-R1-AI-Model-Available-on-Their-Platforms.aspx?admgarea=news
[4] https://aws.amazon.com/marketplace/pp/prodview-kcvgioe2gj33s
[5] https://aws.amazon.com/sagemaker-ai/pricing/
[6] https://www.clickittech.com/ai/deepseek-r1-vs-openai-o1/amp/
[7] https://aws.amazon.com/marketplace/pp/prodview-oazhlpdnfvmzo
[8] https://aws.amazon.com/sagemaker/pricing/