How Much Does It Cost to Rent an NVIDIA H100 on Cloud Platforms Like AWS and Google Cloud?

In the rapidly evolving landscape of artificial intelligence (AI) and high-performance computing (HPC), the NVIDIA H100 GPU stands out as a powerhouse, delivering unparalleled performance for complex computations. However, acquiring such cutting-edge hardware can be a significant investment, prompting many organizations to explore cloud-based rental options. This approach offers flexibility and scalability without the hefty upfront costs.​

In this article, we'll delve into the costs associated with renting NVIDIA H100 GPUs on major cloud platforms like Amazon Web Services (AWS) and Google Cloud Platform (GCP). Additionally, we'll introduce Cyfuture Cloud, a rising player in the cloud hosting arena, and examine how it positions itself in this competitive landscape.​

Understanding the NVIDIA H100 GPU

The NVIDIA H100, built on the Hopper architecture, is engineered to accelerate AI and HPC workloads. It's designed for large-scale deployments, making it a preferred choice for enterprises requiring substantial computational power. Given its advanced capabilities, the H100 is a premium offering in NVIDIA's GPU lineup.​

Rental Costs on Major Cloud Platforms

Amazon Web Services (AWS)

AWS offers the p5.48xlarge instance, equipped with 8 NVIDIA H100 GPUs. The pricing for this instance is approximately $44.50 per hour, which breaks down to about $5.56 per GPU per hour. For continuous, year-round usage, this amounts to roughly $48,741.60 per GPU annually. This pricing structure is ideal for organizations that require on-demand access to powerful GPUs without the commitment of purchasing hardware.

Google Cloud Platform (GCP)

GCP provides instances featuring NVIDIA H100 GPUs. For example, an 8-GPU setup in the us-central1 region is priced at approximately $88.49 per hour, translating to about $11.06 per GPU per hour. This rate is slightly higher than AWS, but GCP offers a range of configurations and regional pricing variations that might better align with specific project requirements.

Introducing Cyfuture Cloud

As the demand for cloud-based GPU rentals grows, platforms like Cyfuture Cloud are emerging to cater to diverse computational needs. While specific pricing details for NVIDIA H100 rentals on Cyfuture Cloud are not publicly disclosed, the platform is known for offering competitive rates and flexible hosting solutions. Cyfuture Cloud emphasizes cost-effectiveness, making it an attractive option for businesses and researchers seeking high-performance computing resources without straining their budgets.​

Factors Influencing Rental Costs

Several elements can impact the cost of renting NVIDIA H100 GPUs across different cloud platforms:

Instance Configuration: The combination of CPU, memory, and storage alongside the GPU affects the overall pricing.​

Regional Pricing: Data center locations can influence costs due to varying operational expenses and demand.​

Commitment Duration: Long-term commitments or reserved instances often come with discounted rates compared to on-demand pricing.​

Additional Services: Services such as data storage, networking, and support can add to the total cost.

Making an Informed Decision

When deciding on a cloud platform for renting NVIDIA H100 GPUs, consider the following:

Workload Requirements: Assess the computational needs of your projects to determine the appropriate instance type and configuration.​

Budget Constraints: Compare pricing across platforms, including potential discounts for long-term commitments.​

Geographical Considerations: Choose data center locations that align with your operational needs and may offer cost benefits.​

Platform Ecosystem: Evaluate the additional services and integrations each platform offers to ensure they meet your project's requirements.​

Conclusion

Renting NVIDIA H100 GPUs on cloud platforms like AWS and Google Cloud provides a flexible and scalable solution for organizations requiring advanced computational power. While AWS and GCP are prominent players with transparent pricing structures, emerging platforms like Cyfuture Cloud offer competitive alternatives that may better suit specific needs. By carefully evaluating factors such as instance configuration, regional pricing, and additional services, businesses can make informed decisions that align with their technical requirements and financial considerations.​

As the cloud hosting landscape continues to evolve, staying informed about the latest offerings and pricing models will empower organizations to optimize their operations effectively.