1 day ago - Compared to comparable instances they offer up to 45% better price performance for graphics-intensive applications. ... G4dn instances, powered by NVIDIA T4 GPUs, are the lowest cost GPU-based instances in the cloud for machine learning inference and small scale training.

April 10, 2025 - In this pricing model, you set a bid for the highest price you are willing to pay for an instance, and AWS can reclaim the instance if demand spikes and another user is willing to pay more. So, if availability and interruptions are concerns, this option might not be ideal. Reservations. Last but not least, this pricing plan allows you to enjoy up to 75% discounts by paying for capacity in advance. As the name suggests, it enables you to reserve GPU instances at lower prices.

June 7, 2025 - Today, we’re announcing up to 45 percent price reduction for Amazon Elastic Compute Cloud (Amazon EC2) NVIDIA GPU-accelerated instances: P4 (P4d and P4de) and P5 (P5 and P5en) instance types.

List of Amazon Elastic Compute Cloud (EC2) instance types with Accelerators (GPU). Sorted by GPU count.

1 day ago - G5 instances deliver up to 3x higher graphics performance and up to 40% better price performance than G4dn instances. They have more ray tracing cores than any other GPU-based EC2 instance, feature 24 GB of memory per GPU, and support NVIDIA RTX technology.

Compare AWS GPU instance spot prices across P5, P4, P3, G6, G5, G4, G3 families. Find the most affordable GPU instances for ML, AI, rendering and HPC workloads.

Critics have pointed out that EC2 has very few GPU options available given the market dominance that AWS enjoys in cloud computing generally. But what AWS lacks in options and configuration speed, they make up for in pricing power and volume discount.

1 day ago - Learn more about AWS tax policies. To see prices, visit the Elastic Load Balancing page.

This is a calculator to give you a rough estimate for what your team's GPU costs on AWS for Deep Learning based on their usage patterns.

June 24, 2025 - For example, if P6-B200 instances ... accessible for continuous workloads. ... AWS Spot Instances often cost 60–70% less than On-Demand rates, but prices usually track the baseline....

September 9, 2025 - For three-year periods, costs on P4d on the Instance Savings Plan will decrease by 25%. The Compute Savings plan is not available for the same period. P4de instances get the same reduction as P4d instances across all plans. For P5 and P5en instances, AWS has reduced prices by 44% and 25%, respectively, under the On-demand plan.

Discover more about what's new at AWS with Pricing and usage model updates for Amazon EC2 instances accelerated by NVIDIA GPUs

AWS Pricing Calculator lets you explore AWS services, and create an estimate for the cost of your use cases on AWS.

Fortunately, for companies looking to harness GPU compute power, they can rent GPU from cloud providers like Amazon, instead of investing in expensive hardware upfront. Amazon has several EC2 instance options with GPU, categorized into the G and P families, which we will compare, mainly focusing on use case and price.

October 10, 2025 - AWS has only 40GB versions of the · A100 listed for a price of $21.95 for a 8x GPU instance (the 80GB version is listed as Available with a price reduction).

1 day ago - With Amazon EC2 Capacity Blocks for ML, you can reserve just the amount of accelerator capacity you need to run your machine learning workloads. EC2 Capacity Blocks pricing consists of a reservation fee and an operating system fee. Prices and examples of these fees are provided below.

September 1, 2023 - If you use FP32 single-precision floating point math – the K80s did not have FP16 support – the performance of the GPU nodes offered by AWS from the P2 to the P5 has increased by a factor of 115X, but the price to rent it for three years has increased by 6.8X, which means the price/performance has improved by a factor of 16.8X Power consumption per node has risen by about 8.1X over that same time, from 2016 through 2023.

The g4dn.xlarge instance is in the GPU instance family with 4 vCPUs, 16 GiB of memory and up to 25 Gibps of bandwidth starting at $0.526 per hour.