If you're bringing your own model, you don't need to use SageMaker. I've got mixtral-8x7b.Q5_K_M running on a g5.2xlarge (24GB of VRAM, 32 GB RAM), and it's $1.212 per hour in us-east-1. Just be sure to pick the Ubuntu deep learning AMI, as it has the required GPU drivers. Be aware that you're paying for the server whenever it's running - not just when you're interacting with the model. If you forget to shut it off and leave it for a month, that's $860... Answer from kingtheseus on reddit.com
Amazon Web Services
aws.amazon.com › machine learning › amazon sagemaker ai › pricing
SageMaker Pricing
1 week ago - This is calculated by multiplying the number of tokens in your training dataset by the number of training epochs. For reinforcement learning (RL) customization, you are charged based on the duration of your training job. You are billed at an hourly rate that varies by model, with per-second ...
Amazon Web Services
aws.amazon.com › machine learning › amazon sagemaker › pricing
SageMaker pricing - AWS
1 week ago - Gain unified access to all your data whether it’s stored in data lakes, data warehouses, or federated data sources, with governance built-in to meet your enterprise security needs. When using Amazon SageMaker, AWS will charge you the pricing for each AWS service that you use.
Videos
Reddit
reddit.com › r/aws › how to do cost estimation for amazon sagemaker
r/aws on Reddit: How to do cost estimation for Amazon Sagemaker
March 15, 2024 -
Hey guys, I am trying to do some cost estimation in Sagemaker for an AI chatbot I am building. The AI chatbot will be using the Mixtral-8x7b-Instruct quantized model downloaded from Hugging Face. And I will be using Sagemaker endpoints for inference.
When I went into the AWS Pricing Calculator website (https://calculator.aws/#/) and selected Sagemaker, I was presented with different options to choose from like Sagemaker Studio Notebooks, RStudio on Sagemaker, SageMaker On-Demand Notebook Instances etc (see the link below).
https://imgur.com/a/KVSHINe
For my chatbot that I had described above, how would I know which of these options to select to do my pricing estimate?
Would really appreciate any help with this. Many thanks!
Cloudforecast
cloudforecast.io › home › aws pricing & cost optimization › aws sagemaker pricing guide – cost breakdown & optimization tips
AWS SageMaker Pricing Guide - Cost Breakdown & Optimization Tips | CloudForecast
July 28, 2025 - Confused by AWS SageMaker pricing? This guide breaks down costs, real-world examples, and expert tips to forecast and optimize your SageMaker bill.
CloudZero
cloudzero.com › home › blog › amazon sagemaker pricing guide: 2025 costs (and savings)
Amazon SageMaker Pricing Guide: 2025 Costs (And Savings)
August 15, 2025 - You can see how SageMaker calculates your bill in the next section. The SageMaker On-Demand pricing is based on your requirements; the SageMaker features you use, the ML instance type, size, and region you choose, and the duration of use. The following table shows SageMaker Studio Notebooks and RStudio on SageMaker prices ...
Holori
holori.com › accueil › blog › ultimate aws sagemaker pricing guide
Holori - Ultimate AWS Sagemaker pricing guide
October 23, 2024 - To see Savings Plans calculator for AWS, with all the options for all Sagemaker products, check here. Cost optimization in AWS SageMaker requires a strategic approach, balancing performance with price.
AWS re:Post
repost.aws › questions › QUTgC3561MQKaWwyazLh_YXQ › sagemaker-costs-for-ai-model
SageMaker costs for AI model | AWS re:Post
March 18, 2025 - For the most accurate and up-to-date pricing information, I recommend checking the official AWS SageMaker pricing page or using the AWS Pricing Calculator.
Cloudchipr
cloudchipr.com › blog › amazon-sagemaker-pricing
Amazon SageMaker AI Pricing: Detailed Breakdown and Ultimate Guide
For more information, visit the AWS SageMaker Pricing Page or use the AWS SageMaker Pricing Calculator to estimate your potential savings.
Finout
finout.io › blog › amazon-sagemaker-basics-pricing-and-cost-optimization-tips
Amazon SageMaker Pricing: Options, Examples, and 7 Ways to Cut Costs
September 11, 2025 - SageMaker features: Specific features like SageMaker Studio notebooks, Ground Truth data labeling, and SageMaker JumpStart have their own pricing models. For example, Ground Truth is priced per labeling task, and JumpStart costs vary based on the resources used and the model's complexity.
Amazon Web Services
amazonaws.cn › en › sagemaker › pricing
SageMaker Pricing
1 week ago - 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.
CloudOptimo
cloudoptimo.com › home › blog › mastering amazon sagemaker pricing
Mastering Amazon SageMaker Pricing
March 13, 2025 - The Free Tier is an excellent way for newcomers to explore SageMaker’s capabilities and assess its fit for their projects without incurring costs. ... Hybrid Pricing: You can combine different pricing models to optimize costs for various workloads within your project. Cost Calculator: Use the AWS Cost Calculator to estimate potential costs based on your projected usage.
Amazon Web Services
aws.amazon.com › machine learning › amazon sagemake ai › amazon sagemaker canvas pricing
No-code Machine Learning - Amazon SageMaker Canvas Pricing - AWS
1 week ago - You then run predictions which take approximately 12 minutes at a price point of $0.408 per hour. The bill would be calculated as follows: Workspace instance (Session-Hrs) charges: $1.9*4 = $7.60 Model training charges: $4.89/hour x 21 mins x 1/60 = $1.68 Predictions: $0.408/hour x 12 mins ...
Cloudexmachina
cloudexmachina.io › blog › sagemaker-pricing
AWS SageMaker Pricing: The Developer’s Guide to Smart ML Spending
September 16, 2025 - The AWS Pricing Calculator lets you estimate costs for AWS SageMaker based on:
TrustRadius
trustradius.com › home › ai development platforms › amazon sagemaker › pricing
Amazon SageMaker Pricing 2025
Amazon Sagemaker has two choices for prices: Free Tier and On-Demand pricing. Their lists are very detailed because they account for what you use and your usage. They account for things like instance types like compute instances and training instances. We briefly talk about the pricing for each version of Sagemaker, but if you want to see an actual estimate for the total bill you should go to the pricing calculator section and the cost examples section.
Economize
economize.cloud › blog › amazon-sagemaker-pricing
Amazon SageMaker Pricing Explained: What You Need to Know
Amazon SageMaker Pricing Explained: What You Need to Know
Moneyforward
admina.moneyforward.com › us › blog › amazon-sagemaker-pricing-explained
Amazon Sagemaker Pricing Explained | Admina blog
Amazon provides a handy cost calculator to facilitate a more precise assessment of potential expenditure. For those intending to experiment before committing to a full-fledged plan, Amazon offers a limited-usage free tier as an economical alternative. In the context of SageMaker billing, the ...
Pump
pump.co › home › blog › aws sagemaker pricing & savings guide
AWS SageMaker Pricing & Savings Guide
Also, for those who have to use ... it comes to working out more budget structures and how to allocate the necessary resources. You can use SageMaker AWS Calculator to understand the pricing better....
Medium
medium.com › @darya_petrashka › aws-sagemaker-how-not-spend-all-your-money-16ea1e3e7255
AWS SageMaker: How not Spend all Your Money | by Darya Petrashka | Medium
July 13, 2022 - Answer: Yes, AWS SageMaker offers a free tier, here you can read the detailed pricing and explanations here. As you can see below, the free tier offer lasts only a limited time (2 months) and after it, you will have to pay regardless of whether you spent all usage hours or not. ... You can use the AWS pricing calculator in order to see how much your project will cost.
AWS
calculator.aws
AWS Pricing Calculator
AWS Pricing Calculator lets you explore AWS services, and create an estimate for the cost of your use cases on AWS.
Amazon Web Services
aws.amazon.com › machine learning › savings plans › machine learning savings plans
Machine Learning Savings Plans
November 14, 2025 - Amazon SageMaker Savings Plans provide the most flexibility and help to reduce your costs by up to 64%. These plans automatically apply to the usage of eligible SageMaker ML instance listed in the table below in SageMaker Studio Notebook, SageMaker On-Demand Notebook, SageMaker Processing, SageMaker Data Wrangler, SageMaker Training, SageMaker Real-Time Inference, and SageMaker Batch Transform. For example, you can change usage from a CPU instance ml.c5.xlarge running in US East (Ohio) to a ml.Inf1 instance in US West (Oregon) for inference workloads at any time and automatically continue to pay the Savings Plans price.