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With Amazon SageMaker, you pay only for what you use. Building, training, and deploying ML models is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in hosting instances.
Free Tier
As part of the Amazon Web Services Free Tier, you can get started with Amazon SageMaker in Amazon Web Services China (Ningxia) Region for free. If you have never used Amazon SageMaker before, for the first two months, you are offered a monthly free tier in Amazon Web Services China (Ningxia) Region of 250 hours of t2.medium or t3.medium notebook usage for building your models, plus 50 hours of m4.xlarge or m5.xlarge for training, plus 125 hours of m4.xlarge or m5.xlarge for deploying your machine learning models for real-time inferencing and batch transform, plus 25 hours of ml.m5.4xlarge for Data Wrangler, plus 10M write units, 10M read units, 25 GB storage for Feature Store with Amazon SageMaker. Your Amazon Web Services China (Ningxia) Region free tier starts from the first month when you create your first SageMaker resource.
Included with Amazon SageMaker Training and Hosting
When you train your models in Amazon SageMaker and enable Amazon SageMaker Debugger, you can use built in rules for debugging or write your own custom rules, or both. SageMaker Debugger provides a fully managed experience for running both built-in and custom rules as Amazon SageMaker Processing jobs. For built-in rules, there is no charge and Amazon SageMaker Debugger will automatically select an instance type. For custom rules, you will need to choose an instance (e.g. ml.m5.xlarge) and you will be charged for the duration for which the instance is in use for the Amazon SageMaker Processing job.
When you deploy your models as Amazon SageMaker endpoints for real-time inference and enable Amazon SageMaker Model Monitor, you can use built-in rules to monitor your models or write your own custom rules, or both. Model Monitor provides a fully managed experience for running both built-in and custom rules as Amazon SageMaker Processing jobs. For built-in rules with ml.m5.xlarge instance in China (Ningxia) Region, you get up to 30 hours of monitoring aggregated across all endpoints each month, at no charge. Usage in China (Beijing) Region, usage beyond 30 hours in China (Ningxia) Region, or usage for other ML instance types will be charged for the duration for which the instance is in use at the Amazon SageMaker Processing on demand rate.
Choice of Amazon EC2 On-demand and Spot Instances
With Amazon SageMaker you have the choice of choosing from Amazon EC2 On-Demand instances or Amazon EC2 Spot instances. For building, training, and deploying your models on Amazon SageMaker, on-demand ML instances let you pay for machine learning compute capacity by the second, with no long-term commitments. This frees you from the costs and complexities of planning, purchasing, and maintaining hardware, and transforms what are commonly large fixed costs into much smaller variable costs. Pricing is per instance-hour consumed for each instance, from the time an instance is available for use until it is terminated or stopped. Each partial instance-hour consumed will be billed per-second.
For training your ML models, you have the choice of using Amazon EC2 Spot instances with Managed Spot Training. This option can help reduce the cost of training your machine learning models by up to 90%. Once a Managed Spot Training job completes, you can calculate the cost savings as the percentage difference between the duration for which the training job ran and the duration for which you were billed. The cost savings is also visible on the Amazon Web Services management console.
ML General Purpose storage
For model training, Amazon SageMaker provides you with the ability to select up to 6 TB of associated General Purpose (SSD) storage capacity for your training data. For notebook, model training, and model hosting, General Purpose (SSD) storage capacity is also added for temporary data storage. With General Purpose (SSD), you will be charged for this storage. However, you will not be charged for the I/Os consumed.
Data processed
When hosting your models, data processed by Amazon SageMaker is pulled into and out of model hosting instances.
China (Beijing) region
Beijing
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Building
On-Demand ML Notebook InstancesStandard Instances - Current Generation Price per Hour ml.t2.medium 0.5964 CNY ml.t2.large 1.1914 CNY ml.t2.xlarge 2.3744 CNY ml.t2.2xlarge 4.7488 CNY ml.t3.medium 0.3681 CNY ml.t3.large 0.7361 CNY ml.t3.xlarge 1.4721 CNY ml.t3.2xlarge 2.9443 CNY ml.m4.xlarge 3.941 CNY ml.m4.2xlarge 7.874 CNY ml.m4.4xlarge 15.747 CNY ml.m4.10xlarge 39.369 CNY ml.m4.16xlarge 62.993 CNY ml.m5.xlarge 2.836 CNY ml.m5.2xlarge 5.674 CNY ml.m5.4xlarge 11.348 CNY ml.m5.12xlarge 34.044 CNY ml.m5.24xlarge 68.088 CNY Compute Optimized - Current Generation Price per Hour ml.c4.xlarge 3.175 CNY ml.c4.2xlarge 6.349 CNY ml.c4.4xlarge 12.699 CNY ml.c4.8xlarge 25.397 CNY ml.c5.xlarge 2.071 CNY ml.c5.2xlarge 4.14 CNY ml.c5.4xlarge 8.281 CNY ml.c5.9xlarge 18.633 CNY ml.c5.18xlarge 37.264 CNY ml.c5d.xlarge 2.549 CNY ml.c5d.2xlarge 5.099 CNY ml.c5d.4xlarge 10.198 CNY ml.c5d.9xlarge 22.945 CNY ml.c5d.18xlarge 45.891 CNY Accelerated Computing - Current Generation Price per Hour ml.p2.xlarge 11.672 CNY ml.p2.8xlarge 93.379 CNY ml.p2.16xlarge 186.759 CNY ml.p3.2xlarge 50.509 CNY ml.p3.8xlarge 202.04 CNY ml.p3.16xlarge 404.078 CNY ml.g4dn.xlarge 7.312 CNY ml.g4dn.2xlarge 10.455 CNY ml.g4dn.4xlarge 16.738 CNY ml.g4dn.8xlarge 30.253 CNY ml.g4dn.12xlarge 54.389 CNY ml.g4dn.16xlarge 60.505 CNY Amazon SageMaker Studio Notebook InstancesStandard Instances - Current Generation Price per Hour ml.t3.medium 0.3681 CNY ml.t3.large 0.7361 CNY ml.t3.xlarge 1.4721 CNY ml.t3.2xlarge 2.9443 CNY ml.m5.large 1.418 CNY ml.m5.xlarge 2.836 CNY ml.m5.2xlarge 5.674 CNY ml.m5.4xlarge 11.348 CNY ml.m5.8xlarge 22.695 CNY ml.m5.12xlarge 34.044 CNY ml.m5.16xlarge 45.392 CNY ml.m5.24xlarge 68.088 CNY Compute Optimized - Current Generation Price per Hour ml.c5.large 1.035 CNY ml.c5.xlarge 2.071 CNY ml.c5.2xlarge 4.14 CNY ml.c5.4xlarge 8.281 CNY ml.c5.9xlarge 18.633 CNY ml.c5.12xlarge 24.843 CNY ml.c5.18xlarge 37.264 CNY ml.c5.24xlarge 49.686 CNY Accelerated Computing - Current Generation Price per Hour ml.g4dn.xlarge 7.312 CNY ml.g4dn.2xlarge 10.455 CNY ml.g4dn.4xlarge 16.738 CNY ml.g4dn.8xlarge 30.253 CNY ml.g4dn.12xlarge 54.389 CNY ml.g4dn.16xlarge 60.505 CNY ml.p2.xlarge 11.672 CNY ml.p2.8xlarge 93.379 CNY ml.p2.16xlarge 186.759 CNY ml.p3.2xlarge 50.509 CNY ml.p3.8xlarge 202.04 CNY ml.p3.16xlarge 404.078 CNY -
Processing
Amazon SageMaker Processing JobsStandard Instances - Current Generation Price per Hour ml.t3.medium 0.2892 CNY ml.t3.large 0.5784 CNY ml.t3.xlarge 1.1567 CNY ml.t3.2xlarge 2.3134 CNY ml.m4.xlarge 3.097 CNY ml.m4.2xlarge 6.186 CNY ml.m4.4xlarge 12.373 CNY ml.m4.10xlarge 30.933 CNY ml.m4.16xlarge 49.495 CNY ml.m5.large 1.114 CNY ml.m5.xlarge 2.229 CNY ml.m5.2xlarge 4.458 CNY ml.m5.4xlarge 8.917 CNY ml.m5.12xlarge 26.749 CNY ml.m5.24xlarge 53.497 CNY Compute Optimized - Current Generation Price per Hour ml.c4.xlarge 2.495 CNY ml.c4.2xlarge 4.989 CNY ml.c4.4xlarge 9.978 CNY ml.c4.8xlarge 19.955 CNY ml.c5.xlarge 1.627 CNY ml.c5.2xlarge 3.253 CNY ml.c5.4xlarge 6.507 CNY ml.c5.9xlarge 14.64 CNY ml.c5.18xlarge 29.279 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 1.341 CNY ml.r5.xlarge 2.681 CNY ml.r5.2xlarge 5.361 CNY ml.r5.4xlarge 10.724 CNY ml.r5.8xlarge 21.447 CNY ml.r5.12xlarge 32.171 CNY ml.r5.16xlarge 42.895 CNY ml.r5.24xlarge 64.341 CNY ml.r5d.large 1.627 CNY ml.r5d.xlarge 3.253 CNY ml.r5d.2xlarge 6.507 CNY ml.r5d.4xlarge 13.013 CNY ml.r5d.8xlarge 26.026 CNY ml.r5d.12xlarge 39.039 CNY ml.r5d.16xlarge 52.052 CNY ml.r5d.24xlarge 78.077 CNY Accelerated Computing - Current Generation Price per Hour ml.p2.xlarge 11.672 CNY ml.p2.8xlarge 93.379 CNY ml.p2.16xlarge 186.759 CNY ml.p3.2xlarge 39.686 CNY ml.p3.8xlarge 158.745 CNY ml.p3.16xlarge 317.49 CNY ml.g4dn.xlarge 7.312 CNY ml.g4dn.2xlarge 10.455 CNY ml.g4dn.4xlarge 16.738 CNY ml.g4dn.8xlarge 30.253 CNY ml.g4dn.12xlarge 54.389 CNY ml.g4dn.16xlarge 60.505 CNY ml.g5.xlarge 13.3194 CNY ml.g5.2xlarge 14.3276 CNY ml.g5.4xlarge 19.198 CNY ml.g5.8xlarge 28.9389 CNY ml.g5.12xlarge 67.0512 CNY ml.g5.16xlarge 48.4206 CNY ml.g5.24xlarge 96.2737 CNY ml.g5.48xlarge 192.5474 CNY ML Storage Price per GB-month General Purpose (SSD) Storage 1.044 CNY ML StoragePrice per GB-month General Purpose (SSD) Storage 1.044 CNY -
Data Wrangler
Amazon SageMaker Data WranglerStandard Instances - Current Generation Price per Hour ml.m5.4xlarge 10.133 CNY Amazon SageMaker Data Wrangler JobsStandard Instances - Current Generation Price per Hour ml.m5.4xlarge 10.133 CNY ml.m5.12xlarge 30.396 CNY ml.m5.24xlarge 60.793 CNY ML StoragePrice per GB-month General Purpose (SSD) Storage 0.933 CNY -
Feature Store
Amazon SageMaker Feature StoreRead and write requestsCharge Type Price Write request units (on-demand) 11.1538 CNY per million write request units Read request units (on-demand) 2.2308 CNY per million read request units Write capacity units (provisioned) 0.0058 CNY per WCU per hour Read capacity units (provisioned) 0.00116 CNY per RCU per hour Data StorageSageMaker Feature Store charges for data stored in the online store based on per GB of data stored per monthCharge Type Price Online Storage 3.960 CNY per GB-month Data TransferPrice Data transfer IN All data transfer in 0.000 CNY per GB Data transfer OUT All data transfer out 0.933 CNY per GB (promotional) - Data transfer “in” and “out” refers to transfer into and out of Amazon SageMaker. There is no additional charge for data transferred between Amazon SageMaker and other services within the same Amazon Web Services Region (in other words, 0.00 CNY per GB)
- Data transfer out rate sizes aggregate outbound data transfer across Amazon EC2, Amazon EBS, Amazon S3, Amazon Glacier, Amazon RDS, DynamoDB, Amazon SageMaker, Amazon SQS, Amazon SNS, Amazon Storage Gateway, and Amazon VPC.
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Model Training
On-Demand ML Training InstancesStandard Instances - Current Generation Price per Hour ml.t3.medium 0.2892 CNY ml.t3.large 0.5784 CNY ml.t3.xlarge 1.1567 CNY ml.t3.2xlarge 2.3134 CNY ml.m4.xlarge 3.097 CNY ml.m4.2xlarge 6.186 CNY ml.m4.4xlarge 12.373 CNY ml.m4.10xlarge 30.933 CNY ml.m4.16xlarge 49.495 CNY ml.m5.large 1.114 CNY ml.m5.xlarge 2.229 CNY ml.m5.2xlarge 4.458 CNY ml.m5.4xlarge 8.917 CNY ml.m5.12xlarge 26.749 CNY ml.m5.24xlarge 53.497 CNY Compute Instances - Current Generation Price per Hour ml.c4.xlarge 2.495 CNY ml.c4.2xlarge 4.989 CNY ml.c4.4xlarge 9.978 CNY ml.c4.8xlarge 19.955 CNY ml.c5.xlarge 1.627 CNY ml.c5.2xlarge 3.253 CNY ml.c5.4xlarge 6.507 CNY ml.c5.9xlarge 14.64 CNY ml.c5.18xlarge 29.279 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 1.341 CNY ml.r5.xlarge 2.681 CNY ml.r5.2xlarge 5.361 CNY ml.r5.4xlarge 10.724 CNY ml.r5.8xlarge 21.447 CNY ml.r5.12xlarge 32.171 CNY ml.r5.16xlarge 42.895 CNY ml.r5.24xlarge 64.341 CNY ml.r5d.large 1.627 CNY ml.r5d.xlarge 3.253 CNY ml.r5d.2xlarge 6.507 CNY ml.r5d.4xlarge 13.013 CNY ml.r5d.8xlarge 26.026 CNY ml.r5d.12xlarge 39.039 CNY ml.r5d.16xlarge 52.052 CNY ml.r5d.24xlarge 78.077 CNY Accelerated Computing - Current Generation Price per Hour ml.g5.xlarge 13.3194 CNY ml.g5.2xlarge 14.3276 CNY ml.g5.4xlarge 19.198 CNY ml.g5.8xlarge 28.9389 CNY ml.g5.12xlarge 67.0512 CNY ml.g5.16xlarge 48.4206 CNY ml.g5.24xlarge 96.2737 CNY ml.g5.48xlarge 192.5474 CNY ml.g4dn.xlarge 7.312 CNY ml.g4dn.2xlarge 10.455 CNY ml.g4dn.4xlarge 16.738 CNY ml.g4dn.8xlarge 30.253 CNY ml.g4dn.12xlarge 54.389 CNY ml.g4dn.16xlarge 60.505 CNY ml.p2.xlarge 11.672 CNY ml.p2.8xlarge 93.379 CNY ml.p2.16xlarge 186.759 CNY ml.p3.2xlarge 39.686 CNY ml.p3.8xlarge 158.745 CNY ml.p3.16xlarge 317.49 CNY ML StoragePrice per GB-month General Purpose (SSD) Storage 1.044 CNY -
Model Deployment - Real-time Inference
On-Demand ML Hosting Instances for Real-Time InferenceStandard Instances - Current Generation Price per Hour ml.t2.medium 0.4686 CNY ml.t2.large 0.9361 CNY ml.t2.2xlarge 3.7312 CNY ml.m4.2xlarge 6.186 CNY ml.m4.4xlarge 12.373 CNY ml.m4.10xlarge 30.933 CNY ml.m4.16xlarge 49.495 CNY ml.m5.large 1.114 CNY ml.m5.xlarge 2.229 CNY ml.m5.2xlarge 4.458 CNY ml.m5.4xlarge 8.917 CNY ml.m5.12xlarge 26.749 CNY ml.m5.24xlarge 53.497 CNY ml.m5d.large 1.4 CNY ml.m5d.xlarge 2.802 CNY ml.m5d.2xlarge 5.602 CNY ml.m5d.4xlarge 11.206 CNY ml.m5d.12xlarge 33.617 CNY ml.m5d.24xlarge 67.233 CNY Compute Optimized - Current Generation Price per Hour ml.c4.large 1.247 CNY ml.c4.xlarge 2.495 CNY ml.c4.2xlarge 4.989 CNY ml.c4.4xlarge 9.978 CNY ml.c4.8xlarge 19.955 CNY ml.c5.large 0.813 CNY ml.c5.xlarge 1.627 CNY ml.c5.2xlarge 3.253 CNY ml.c5.4xlarge 6.507 CNY ml.c5.9xlarge 14.64 CNY ml.c5.18xlarge 29.279 CNY ml.c5d.large 1.002 CNY ml.c5d.xlarge 2.003 CNY ml.c5d.2xlarge 4.006 CNY ml.c5d.4xlarge 8.012 CNY ml.c5d.9xlarge 18.028 CNY ml.c5d.18xlarge 36.057 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 1.341 CNY ml.r5.xlarge 2.681 CNY ml.r5.2xlarge 5.361 CNY ml.r5.4xlarge 10.724 CNY ml.r5.12xlarge 32.171 CNY ml.r5.24xlarge 64.341 CNY ml.r5d.large 1.627 CNY ml.r5d.xlarge 3.253 CNY ml.r5d.2xlarge 6.507 CNY ml.r5d.4xlarge 13.013 CNY ml.r5d.12xlarge 39.039 CNY ml.r5d.24xlarge 78.077 CNY Accelerated Computing - Current Generation Price per Hour ml.g5.xlarge 13.3194 CNY ml.g5.2xlarge 14.3276 CNY ml.g5.4xlarge 19.198 CNY ml.g5.8xlarge 28.9389 CNY ml.g5.12xlarge 67.0512 CNY ml.g5.16xlarge 48.4206 CNY ml.g5.24xlarge 96.2737 CNY ml.g5.48xlarge 192.5474 CNY ml.g4dn.xlarge 7.312 CNY ml.g4dn.2xlarge 10.455 CNY ml.g4dn.4xlarge 16.738 CNY ml.g4dn.8xlarge 30.253 CNY ml.g4dn.12xlarge 54.389 CNY ml.g4dn.16xlarge 60.505 CNY ml.p2.xlarge 11.672 CNY ml.p2.8xlarge 93.379 CNY ml.p2.16xlarge 186.759 CNY ml.p3.2xlarge 39.686 CNY ml.p3.8xlarge 158.745 CNY ml.p3.16xlarge 317.49 CNY On-Demand ML Instances for Batch TransformStandard Instances - Current Generation Price per Hour ml.m4.xlarge 3.097 CNY ml.m4.2xlarge 6.186 CNY ml.m4.4xlarge 12.373 CNY ml.m4.10xlarge 30.933 CNY ml.m4.16xlarge 49.495 CNY ml.m5.large 1.114 CNY ml.m5.xlarge 2.229 CNY ml.m5.2xlarge 4.458 CNY ml.m5.4xlarge 8.917 CNY ml.m5.12xlarge 26.749 CNY ml.m5.24xlarge 53.497 CNY Compute Optimized - Current Generation Price per Hour ml.c4.xlarge 2.495 CNY ml.c4.2xlarge 4.989 CNY ml.c4.4xlarge 9.978 CNY ml.c4.8xlarge 19.955 CNY ml.c5.xlarge 1.627 CNY ml.c5.2xlarge 3.253 CNY ml.c5.4xlarge 6.507 CNY ml.c5.9xlarge 14.64 CNY ml.c5.18xlarge 29.279 CNY Accelerated Computing - Current Generation Price per Hour ml.p3.2xlarge 39.686 CNY ml.p3.8xlarge 158.745 CNY ml.p3.16xlarge 317.49 CNY ML StoragePrice per GB-month General Purpose (SSD) Storage 1.044 CNY Data ProcessingCost
Data Processed IN 0.112 CNY per GB Data Processed OUT
0.112 CNY per GB -
Model Deployment - Asynchronous Inference
On-Demand ML Hosting Instances for Asynchornous InferenceStandard Instances - Current Generation Price per Hour ml.t2.medium 0.4686 CNY ml.t2.large 0.9361 CNY ml.t2.2xlarge 3.7312 CNY ml.m4.2xlarge 6.186 CNY ml.m4.4xlarge 12.373 CNY ml.m4.10xlarge 30.933 CNY ml.m4.16xlarge 49.495 CNY ml.m5.large 1.114 CNY ml.m5.xlarge 2.229 CNY ml.m5.2xlarge 4.458 CNY ml.m5.4xlarge 8.917 CNY ml.m5.12xlarge 26.749 CNY ml.m5.24xlarge 53.497 CNY ml.m5d.large 1.4 CNY ml.m5d.xlarge 2.802 CNY ml.m5d.2xlarge 5.602 CNY ml.m5d.4xlarge 11.206 CNY ml.m5d.12xlarge 33.617 CNY ml.m5d.24xlarge 67.233 CNY Compute Optimized - Current Generation Price per Hour ml.c4.large 1.247 CNY ml.c4.xlarge 2.495 CNY ml.c4.2xlarge 4.989 CNY ml.c4.4xlarge 9.978 CNY ml.c4.8xlarge 19.955 CNY ml.c5.large 0.813 CNY ml.c5.xlarge 1.627 CNY ml.c5.2xlarge 3.253 CNY ml.c5.4xlarge 6.507 CNY ml.c5.9xlarge 14.64 CNY ml.c5.18xlarge 29.279 CNY ml.c5d.large 1.002 CNY ml.c5d.xlarge 2.003 CNY ml.c5d.2xlarge 4.006 CNY ml.c5d.4xlarge 8.012 CNY ml.c5d.9xlarge 18.028 CNY ml.c5d.18xlarge 36.057 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 1.341 CNY ml.r5.xlarge 2.681 CNY ml.r5.2xlarge 5.361 CNY ml.r5.4xlarge 10.724 CNY ml.r5.12xlarge 32.171 CNY ml.r5.24xlarge 64.341 CNY ml.r5d.large 1.627 CNY ml.r5d.xlarge 3.253 CNY ml.r5d.2xlarge 6.507 CNY ml.r5d.4xlarge 13.013 CNY ml.r5d.12xlarge 39.039 CNY ml.r5d.24xlarge 78.077 CNY Accelerated Computing - Current Generation Price per Hour ml.g5.xlarge 13.3194 CNY ml.g5.2xlarge 14.3276 CNY ml.g5.4xlarge 19.198 CNY ml.g5.8xlarge 28.9389 CNY ml.g5.12xlarge 67.0512 CNY ml.g5.16xlarge 48.4206 CNY ml.g5.24xlarge 96.2737 CNY ml.g5.48xlarge 192.5474 CNY ml.g4dn.xlarge 7.312 CNY ml.g4dn.2xlarge 10.455 CNY ml.g4dn.4xlarge 16.738 CNY ml.g4dn.8xlarge 30.253 CNY ml.g4dn.12xlarge 54.389 CNY ml.g4dn.16xlarge 60.505 CNY ml.p2.xlarge 11.672 CNY ml.p2.8xlarge 93.379 CNY ml.p2.16xlarge 186.759 CNY ml.p3.2xlarge 39.686 CNY ml.p3.8xlarge 158.745 CNY ml.p3.16xlarge 317.49 CNY ML Storage Price per GB-month General Purpose (SSD) Storage 0.93 CNY Data Processing Price per GB-month Data Processed IN 0.112 CNY Data Processed OUT 0.112 CNY
China (Ningxia) region
Ningxia
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Building
On-Demand ML Notebook InstancesStandard Instances - Current Generation Price per Hour ml.t2.medium 0.5291 CNY ml.t2.large 1.0581 CNY ml.t2.xlarge 2.1162 CNY ml.t2.2xlarge 4.2325 CNY ml.t3.medium 0.2684 CNY ml.t3.large 0.5368 CNY ml.t3.xlarge 1.0735 CNY ml.t3.2xlarge 2.1469 CNY ml.m4.xlarge 2.262 CNY ml.m4.2xlarge 4.524 CNY ml.m4.4xlarge 9.048 CNY ml.m4.10xlarge 22.619 CNY ml.m4.16xlarge 36.191 CNY ml.m5.xlarge 1.898 CNY ml.m5.2xlarge 3.795 CNY ml.m5.4xlarge 7.591 CNY ml.m5.12xlarge 22.772 CNY ml.m5.24xlarge 45.545 CNY Compute Optimized - Current Generation Price per Hour ml.c4.xlarge 1.898 CNY ml.c4.2xlarge 3.795 CNY ml.c4.4xlarge 7.591 CNY ml.c4.8xlarge 15.182 CNY ml.c5.xlarge 1.38 CNY ml.c5.2xlarge 2.761 CNY ml.c5.4xlarge 5.52 CNY ml.c5.9xlarge 12.421 CNY ml.c5.18xlarge 24.843 CNY ml.c5d.xlarge 1.667 CNY ml.c5d.2xlarge 3.335 CNY ml.c5d.4xlarge 6.671 CNY ml.c5d.9xlarge 15.009 CNY ml.c5d.18xlarge 30.019 CNY Accelerated Computing - Current Generation Price per Hour ml.p3.2xlarge 33.949 CNY ml.p3.8xlarge 135.792 CNY ml.p3.16xlarge 271.583 CNY ml.g4dn.xlarge 5.195 CNY ml.g4dn.2xlarge 7.427 CNY ml.g4dn.4xlarge 11.89 CNY ml.g4dn.8xlarge 21.49 CNY ml.g4dn.12xlarge 38.634 CNY ml.g4dn.16xlarge 42.98 CNY Amazon SageMaker Studio Notebook InstancesStandard Instances - Current Generation Price per Hour ml.t3.medium 0.2684 CNY ml.t3.large 0.5368 CNY ml.t3.xlarge 1.0735 CNY ml.t3.2xlarge 2.1469 CNY ml.m5.large 0.949 CNY ml.m5.xlarge 1.898 CNY ml.m5.2xlarge 3.795 CNY ml.m5.4xlarge 7.591 CNY ml.m5.8xlarge 15.182 CNY ml.m5.12xlarge 22.772 CNY ml.m5.16xlarge 30.363 CNY ml.m5.24xlarge 45.545 CNY ml.m5.12xlarge 22.772 CNY ml.m5.16xlarge 30.363 CNY ml.m5.24xlarge 45.545 CNY Compute Optimized - Current Generation Price per Hour ml.c5.large 0.69 CNY ml.c5.xlarge 1.38 CNY ml.c5.2xlarge 2.761 CNY ml.c5.4xlarge 5.52 CNY ml.c5.9xlarge 12.421 CNY ml.c5.12xlarge 16.562 CNY ml.c5.18xlarge 24.843 CNY ml.c5.24xlarge 33.124 CNY Accelerated Computing - Current Generation Price per Hour ml.g4dn.xlarge 5.195 CNY ml.g4dn.2xlarge 7.427 CNY ml.g4dn.4xlarge 11.89 CNY ml.g4dn.8xlarge 21.49 CNY ml.g4dn.12xlarge 38.634 CNY ml.g4dn.16xlarge 42.98 CNY ml.p3.2xlarge 33.949 CNY ml.p3.8xlarge 135.792 CNY ml.p3.16xlarge 271.583 CNY -
Processing
Amazon SageMaker Processing JobsStandard Instances - Current Generation Price per Hour ml.t3.medium 0.2684 CNY ml.t3.large 0.5368 CNY ml.t3.xlarge 1.0735 CNY ml.t3.2xlarge 2.1469 CNY ml.m4.xlarge 2.262 CNY ml.m4.2xlarge 4.524 CNY ml.m4.4xlarge 9.048 CNY ml.m4.10xlarge 22.619 CNY ml.m4.16xlarge 36.191 CNY ml.m5.large 0.949 CNY ml.m5.xlarge 1.898 CNY ml.m5.2xlarge 3.795 CNY ml.m5.4xlarge 7.591 CNY ml.m5.12xlarge 22.772 CNY ml.m5.24xlarge 45.545 CNY Compute Optimized - Current Generation Price per Hour ml.c4.xlarge 1.898 CNY ml.c4.2xlarge 3.795 CNY ml.c4.4xlarge 7.591 CNY ml.c4.8xlarge 15.182 CNY ml.c5.xlarge 1.38 CNY ml.c5.2xlarge 2.761 CNY ml.c5.4xlarge 5.52 CNY ml.c5.9xlarge 12.421 CNY ml.c5.18xlarge 24.843 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 1.236 CNY ml.r5.xlarge 2.472 CNY ml.r5.2xlarge 4.946 CNY ml.r5.4xlarge 9.891 CNY ml.r5.8xlarge 19.782 CNY ml.r5.12xlarge 29.673 CNY ml.r5.16xlarge 39.564 CNY ml.r5.24xlarge 59.346 CNY ml.r5d.large 1.137 CNY ml.r5d.xlarge 2.274 CNY ml.r5d.2xlarge 4.549 CNY ml.r5d.4xlarge 9.097 CNY ml.r5d.8xlarge 18.194 CNY ml.r5d.12xlarge 27.291 CNY ml.r5d.16xlarge 36.388 CNY ml.r5d.24xlarge 54.582 CNY Accelerated Computing - Current Generation Price per Hour ml.p3.2xlarge 26.674 CNY ml.p3.8xlarge 106.693 CNY ml.p3.16xlarge 213.387 CNY ml.g4dn.xlarge 5.195 CNY ml.g4dn.2xlarge 7.427 CNY ml.g4dn.4xlarge 11.89 CNY ml.g4dn.8xlarge 21.49 CNY ml.g4dn.12xlarge 38.634 CNY ml.g4dn.16xlarge 42.98 CNY ml.g5.xlarge 9.3812 CNY ml.g5.2xlarge 10.0913 CNY ml.g5.4xlarge 13.5216 CNY ml.g5.8xlarge 20.3824 CNY ml.g5.12xlarge 47.2258 CNY ml.g5.16xlarge 34.1038 CNY ml.g5.24xlarge 67.808 CNY ml.g5.48xlarge 135.6159 CNY ML StoragePrice per GB-month General Purpose (SSD) Storage 0.93 CNY -
Data Wrangler
Amazon SageMaker Data WranglerStandard Instances - Current Generation Price per Hour ml.m5.4xlarge 6.778 CNY Amazon SageMaker Data Wrangler JobsStandard Instances - Current Generation Price per Hour ml.m5.4xlarge 6.778 CNY ml.m5.12xlarge 20.333 CNY ml.m5.24xlarge 40.665 CNY
ML StoragePrice per GB-month General Purpose (SSD) Storage 0.830 CNY -
Feature Store
Amazon SageMaker Feature StoreRead and write requestsCharge Type Price Write request units (on-demand) 11.1538 CNY per million write request units Read request units (on-demand) 2.2308 CNY per million read request units Write capacity units (provisioned) 0.0058 CNY per WCU per hour Read capacity units (provisioned) 0.00116 CNY per RCU per hour Data StorageSageMaker Feature Store charges for data stored in the online store based on per GB of data stored per monthCharge Type Price Online Storage 3.960 CNY per GB-month Data TransferPrice Data transfer IN All data transfer in 0.000 CNY per GB Data transfer OUT All data transfer out 0.933 CNY per GB (promotional) - Data transfer “in” and “out” refers to transfer into and out of Amazon SageMaker. There is no additional charge for data transferred between Amazon SageMaker and other services within the same Amazon Web Services Region (in other words, 0.00 CNY per GB).
- Data transfer out rate sizes aggregate outbound data transfer across Amazon EC2, Amazon EBS, Amazon S3, Amazon Glacier, Amazon RDS, DynamoDB, Amazon SageMaker, Amazon SQS, Amazon SNS, Amazon Storage Gateway, and Amazon VPC.
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Model Training
On-Demand ML Training InstancesStandard Instances - Current Generation Price per Hour ml.t3.medium 0.2684 CNY ml.t3.large 0.5368 CNY ml.t3.xlarge 1.0735 CNY ml.t3.2xlarge 2.1469 CNY ml.m4.xlarge 2.262 CNY ml.m4.2xlarge 4.524 CNY ml.m4.4xlarge 9.048 CNY ml.m4.10xlarge 22.619 CNY ml.m4.16xlarge 36.191 CNY ml.m5.large 0.949 CNY ml.m5.xlarge 1.898 CNY ml.m5.2xlarge 3.795 CNY ml.m5.4xlarge 7.591 CNY ml.m5.12xlarge 22.772 CNY ml.m5.24xlarge 45.545 CNY Compute Instances - Current Generation Price per Hour ml.c4.xlarge 1.898 CNY ml.c4.2xlarge 3.795 CNY ml.c4.4xlarge 7.591 CNY ml.c4.8xlarge 15.182 CNY ml.c5.xlarge 1.38 CNY ml.c5.2xlarge 2.761 CNY ml.c5.4xlarge 5.52 CNY ml.c5.9xlarge 12.421 CNY ml.c5.18xlarge 24.843 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 1.236 CNY ml.r5.xlarge 2.472 CNY ml.r5.2xlarge 4.946 CNY ml.r5.4xlarge 9.891 CNY ml.r5.8xlarge 19.782 CNY ml.r5.12xlarge 29.673 CNY ml.r5.16xlarge 39.564 CNY ml.r5.24xlarge 59.346 CNY ml.r5d.large 1.137 CNY ml.r5d.xlarge 2.274 CNY ml.r5d.2xlarge 4.549 CNY ml.r5d.4xlarge 9.097 CNY ml.r5d.8xlarge 18.194 CNY ml.r5d.12xlarge 27.291 CNY ml.r5d.16xlarge 36.388 CNY ml.r5d.24xlarge 54.582 CNY Accelerated Computing - Current Generation Price per Hour ml.g5.xlarge 9.3812 CNY ml.g5.2xlarge 10.0913 CNY ml.g5.4xlarge 13.5216 CNY ml.g5.8xlarge 20.3824 CNY ml.g5.12xlarge 47.2258 CNY ml.g5.16xlarge 34.1038 CNY ml.g5.24xlarge 67.808 CNY ml.g5.48xlarge 135.6159 CNY ml.g4dn.xlarge 5.195 CNY ml.g4dn.2xlarge 7.427 CNY ml.g4dn.4xlarge 11.89 CNY ml.g4dn.8xlarge 21.49 CNY ml.g4dn.12xlarge 38.634 CNY ml.g4dn.16xlarge 42.98 CNY ml.p3.2xlarge 26.674 CNY ml.p3.8xlarge 106.693 CNY ml.p3.16xlarge 213.387 CNY ML StoragePrice per GB-month General Purpose (SSD) Storage 0.93 CNY -
Model Deployment - Real-time Inference
On-Demand ML Hosting Instances for Real-Time InferenceStandard Instances - Current Generation Price per Hour ml.t2.medium 0.4157 CNY ml.t2.large 0.8314 CNY ml.t2.2xlarge 3.3255 CNY ml.m4.xlarge 1.777 CNY ml.m4.2xlarge 3.554 CNY ml.m4.4xlarge 7.109 CNY ml.m4.10xlarge 17.772 CNY ml.m4.16xlarge 28.436 CNY ml.m5.large 0.746 CNY ml.m5.xlarge 1.492 CNY ml.m5.2xlarge 2.982 CNY ml.m5.4xlarge 5.964 CNY ml.m5.12xlarge 17.893 CNY ml.m5.24xlarge 35.785 CNY ml.m5d.large 0.911 CNY ml.m5d.xlarge 1.823 CNY ml.m5d.2xlarge 3.644 CNY ml.m5d.4xlarge 7.29 CNY ml.m5d.12xlarge 21.869 CNY ml.m5d.24xlarge 43.738 CNY Compute Optimized - Current Generation Price per Hour ml.c4.large 0.746 CNY ml.c4.xlarge 1.492 CNY ml.c4.2xlarge 2.982 CNY ml.c4.4xlarge 5.964 CNY ml.c4.8xlarge 11.928 CNY ml.c5.large 0.542 CNY ml.c5.xlarge 1.085 CNY ml.c5.2xlarge 2.169 CNY ml.c5.4xlarge 4.337 CNY ml.c5.9xlarge 9.759 CNY ml.c5.18xlarge 19.52 CNY ml.c5d.large 0.656 CNY ml.c5d.xlarge 1.31 CNY ml.c5d.2xlarge 2.62 CNY ml.c5d.4xlarge 5.242 CNY ml.c5d.9xlarge 11.793 CNY ml.c5d.18xlarge 23.586 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 0.971 CNY ml.r5.xlarge 1.943 CNY ml.r5.2xlarge 3.886 CNY ml.r5.4xlarge 7.772 CNY ml.r5.12xlarge 23.315 CNY ml.r5.24xlarge 46.629 CNY ml.r5d.large 1.137 CNY ml.r5d.xlarge 2.274 CNY ml.r5d.2xlarge 4.549 CNY ml.r5d.4xlarge 9.097 CNY ml.r5d.12xlarge 27.291 CNY ml.r5d.24xlarge 54.582 CNY Accelerated Computing - Current Generation Price per Hour ml.g5.xlarge 9.3812 CNY ml.g5.2xlarge 10.0913 CNY ml.g5.4xlarge 13.5216 CNY ml.g5.8xlarge 20.3824 CNY ml.g5.12xlarge 47.2258 CNY ml.g5.16xlarge 34.1038 CNY ml.g5.24xlarge 67.808 CNY ml.g5.48xlarge 135.6159 CNY ml.g4dn.xlarge 5.195 CNY ml.g4dn.2xlarge 7.427 CNY ml.g4dn.4xlarge 11.89 CNY ml.g4dn.8xlarge 21.49 CNY ml.g4dn.12xlarge 38.634 CNY ml.g4dn.16xlarge 42.98 CNY ml.p3.2xlarge 30.311 CNY ml.p3.8xlarge 116.393 CNY ml.p3.16xlarge 223.086 CNY ml.inf1.xlarge 2.10 CNY ml.inf1.2xlarge 3.33 CNY ml.inf1.6xlarge 10.85 CNY ml.inf1.24xlarge 43.39 CNY On-Demand ML Instances for Batch TransformStandard Instances - Current Generation Price per Hour ml.m4.xlarge 2.262 CNY ml.m4.2xlarge 4.524 CNY ml.m4.4xlarge 9.048 CNY ml.m4.10xlarge 22.619 CNY ml.m4.16xlarge 36.191 CNY ml.m5.large 0.949 CNY ml.m5.xlarge 1.898 CNY ml.m5.2xlarge 3.795 CNY ml.m5.4xlarge 7.591 CNY ml.m5.12xlarge 22.772 CNY ml.m5.24xlarge 45.545 CNY Compute Optimized - Current Generation Price per Hour ml.c4.xlarge 1.898 CNY ml.c4.2xlarge 3.795 CNY ml.c4.4xlarge 7.591 CNY ml.c4.8xlarge 15.182 CNY ml.c5.xlarge 1.38 CNY ml.c5.2xlarge 2.761 CNY ml.c5.4xlarge 5.52 CNY ml.c5.9xlarge 12.421 CNY ml.c5.18xlarge 24.843 CNY
ML StoragePrice per GB-month General Purpose (SSD) Storage 0.93 CNY Data ProcessingCost
Data Processed IN 0.112 CNY per GB Data Processed OUT
0.112 CNY per GB -
Model Deployment - Asynchronous Inference
On-Demand ML Hosting Instances for Asynchornous InferenceStandard Instances - Current Generation Price per Hour ml.t2.medium 0.4157 CNY ml.t2.large 0.8314 CNY ml.t2.2xlarge 3.3255 CNY ml.m4.xlarge 1.777 CNY ml.m4.2xlarge 3.554 CNY ml.m4.4xlarge 7.109 CNY ml.m4.10xlarge 17.772 CNY ml.m4.16xlarge 28.436 CNY ml.m5.large 0.746 CNY ml.m5.xlarge 1.492 CNY ml.m5.2xlarge 2.982 CNY ml.m5.4xlarge 5.964 CNY ml.m5.12xlarge 17.893 CNY ml.m5.24xlarge 35.785 CNY ml.m5d.large 0.911 CNY ml.m5d.xlarge 1.823 CNY ml.m5d.2xlarge 3.644 CNY ml.m5d.4xlarge 7.29 CNY ml.m5d.12xlarge 21.869 CNY ml.m5d.24xlarge 43.738 CNY Compute Optimized - Current Generation Price per Hour ml.c4.large 0.746 CNY ml.c4.xlarge 1.492 CNY ml.c4.2xlarge 2.982 CNY ml.c4.4xlarge 5.964 CNY ml.c4.8xlarge 11.928 CNY ml.c5.large 0.542 CNY ml.c5.xlarge 1.085 CNY ml.c5.2xlarge 2.169 CNY ml.c5.4xlarge 4.337 CNY ml.c5.9xlarge 9.759 CNY ml.c5.18xlarge 19.52 CNY ml.c5d.large 0.656 CNY ml.c5d.xlarge 1.31 CNY ml.c5d.2xlarge 2.62 CNY ml.c5d.4xlarge 5.242 CNY ml.c5d.9xlarge 11.793 CNY ml.c5d.18xlarge 23.586 CNY Memory Optimized - Current Generation Price per Hour ml.r5.large 0.971 CNY ml.r5.xlarge 1.943 CNY ml.r5.2xlarge 3.886 CNY ml.r5.4xlarge 7.772 CNY ml.r5.12xlarge 23.315 CNY ml.r5.24xlarge 46.629 CNY ml.r5d.large 1.137 CNY ml.r5d.xlarge 2.274 CNY ml.r5d.2xlarge 4.549 CNY ml.r5d.4xlarge 9.097 CNY ml.r5d.12xlarge 27.291 CNY ml.r5d.24xlarge 54.582 CNY Accelerated Computing - Current Generation Price per Hour ml.g5.xlarge 9.3812 CNY ml.g5.2xlarge 10.0913 CNY ml.g5.4xlarge 13.5216 CNY ml.g5.8xlarge 20.3824 CNY ml.g5.12xlarge 47.2258 CNY ml.g5.16xlarge 34.1038 CNY ml.g5.24xlarge 67.808 CNY ml.g5.48xlarge 135.6159 CNY ml.g4dn.xlarge 5.195 CNY ml.g4dn.2xlarge 7.427 CNY ml.g4dn.4xlarge 11.89 CNY ml.g4dn.8xlarge 21.49 CNY ml.g4dn.12xlarge 38.634 CNY ml.g4dn.16xlarge 42.98 CNY ml.p3.2xlarge 30.311 CNY ml.p3.8xlarge 116.393 CNY ml.p3.16xlarge 223.086 CNY ML Storage Price per GB-month General Purpose (SSD) Storage 0.93 CNY Data Processing Price per GB-month Data Processed IN 0.112 CNY Data Processed OUT 0.112 CNY
Pricing Examples
Pricing Example #1: Processing
Amazon SageMaker Processing only charges you for the instances used while your jobs are executing. When you provide the input data for processing in Amazon S3, Amazon SageMaker downloads the data from Amazon S3 to local file storage at the start of a processing job in the China (Beijing) region.The data analyst runs a Processing job to preprocess and validate data on two ml.m5.4xlarge instances for a job duration of 10 minutes. She uploads a dataset of 100 GB in S3 as input for the processing job, and the output data which is roughly the same size is stored back in S3.
| Hours | Processing Instances | Cost per hour | Total |
| 1 * 2 * 0.167 = 0.334 | ml.m5.4xlarge | ¥ 8.917 | ¥ 2.978 |
| General Purpose (SSD) Storage (GB) | Cost per hour | Total |
| 100 GB * 2 = 200 | ¥ 1.044 | ¥ 0.0242 |
The sub-total for Amazon SageMaker Processing job = ¥ 2.978;
The sub-total for 200 GB of general purpose SSD storage = ¥ 0.0242;
The total price for this example would be ¥ 3.0022.
Pricing Example #2: Data Wrangler
As a data scientist, you spend three days using Amazon SageMaker Data Wrangler in the China (Beijing) region to cleanse, explore, and visualize your data for 6 hours per day. To execute your data preparation pipeline, you then initiate a SageMaker Data Wrangler job that is scheduled to run weekly.
The table below summarizes your total usage for the month and the associated charges for using Amazon SageMaker Data Wrangler.
| Application | SageMaker Studio Instance | Days | Duration | Total duration | Cost per hour | Cost sub-total |
| SageMaker Data Wrangler | ml.m5.4xlarge | 3 | 6 hours | 18 hours | ¥ 10.133 | ¥ 182.394 |
| SageMaker Data Wrangler job | ml.m5.4xlarge | - | 40 minutes | 2.67 hours | ¥ 10.133 | ¥ 27.055 |
From the table, you use Amazon SageMaker Data Wrangler for a total of 18 hours over 3 days to prepare your data. Additionally, you create a SageMaker Data Wrangler job to prepare updated data on a weekly basis. Each job lasts 40 minutes, and the job runs weekly for one month.
Total monthly charges for using Data Wrangler = ¥ 182.394 + ¥ 27.055 = ¥ 209.449
Pricing Example #3: Feature Store
You have a web application which issues reads and writes of 25 KB each to the Amazon SageMaker Feature Store in the China (Beijing) region. For the first 10 days of a month, you receive little traffic to your application, resulting in 10,000 writes and 10,000 reads each day to the SageMaker Feature Store. On day 11 of the month, your application gains attention on social media and application traffic spikes to 200,000 writes and 200,000 reads that day. Your application then settles into a more regular traffic pattern, averaging 80,000 writes and 80,000 reads each day through the end of the month.
The table below summarizes your total usage for the month and the associated charges for using Amazon SageMaker Feature Store.
| Day of the month | Total Writes | Total Write Units | Total Reads | Total Read Units |
| Days 1 to 10 | 100,000 writes (10,000 writes * 10 days) |
2500000 (100,000 * 25KB ) |
100000 (10,000 * 10 days) |
700,000++ (100,000 * 25/4 KB ) |
| Day 11 | 200,000 writes | 5000000 (200,000* 25KB) |
200,000 reads | 1,400,000++ (200,000* 25/4KB) |
| Days 12 to 30 | 1,520,000 writes (80,000 * 19 days) |
38000000 (1,520,000 * 25KB) |
1,520,000 writes (80,000 * 19 days) |
10,640,000++ (1,520,000 * 25/4KB) |
| Total chargeable units | 45,500,000 write units | 12,740,000 read units | ||
| Monthly charges for writes and reads | ¥ 507.5 |
¥ 24.8204 (12.74M read units * ¥ 2.2308 per million reads) |
All fractional read units are rounded to the next whole number
Data storage
Total data stored = 31.5 GB
Monthly charges for data storage = 31.5 GB * ¥ 3.960= ¥ 124.74
Total monthly charges for Amazon SageMaker Feature Store = ¥ 507.5+¥ 24.8204+¥ 124.74 = ¥ 657.06
Pricing Example #4: Training
A data scientist has spent a week working on a model for a new idea in the China (Beijing) region. She trains the model 4 times on an ml.m4.4xlarge for 30 minutes per training run with Amazon SageMaker Debugger enabled using 2 built-in rules and 1 custom rule that she wrote. For the custom rule, she specified ml.m5.xlarge instance. She trains using 3 GB of training data in Amazon S3, and pushes 1 GB model output into Amazon S3. SageMaker creates General Purpose SSD (gp2) Volumes for each Training instance. SageMaker also creates General Purpose SSD (gp2) Volumes for each rule specified. In this example a total of 4 General Purpose SSD (gp2) Volumes will be created. SageMaker Debugger emits 1 GB of debug data to customer’s Amazon S3 bucket.
| Hours | Training Instance | Debug Instance | Cost per hour | Sub-total |
| 4 * 0.5 = 2.00 | ml.m4.4xlarge | n/a | ¥ 12.373 | ¥ 24.746 |
| 4 * 0.5 * 2 = 4 | n/a | No additional charges for built-in rule instances | ¥ 0 | ¥ 0 |
| 4 * 0.5 = 2 | ml.m5.xlarge | n/a | ¥ 2.229 | ¥ 4.458 |
| ------- | ||||
| ¥ 29.204 |
| General Purpose (SSD) Storage for Training (GB) | General Purpose (SSD) Storage for Debugger built-in rules (GB) | General Purpose (SSD) Storage for Debugger custom rules (GB) | Cost per GB-Month | Sub- total | |
| Capacity used | 3 | 2 | 1 | ||
| Cost | ¥ 0 | No additional charges for built-in rule storage volumes | ¥ 0 | ¥ 1.044 | ¥ 0 |
The total charges for training and debugging in this example are ¥ 30.248. The compute instances and general purpose storage volumes used by Amazon SageMaker Debugger built-in rules do not incur additional charges.
