Does Amazon SageMaker Studio Lab require a credit card or AWS account?

Amazon SageMaker Studio Lab is absolutely free and requires no credit card or AWS account.

Amazon SageMaker Studio Lab Review 2026: Free Notebooks, Signup Status

Amazon SageMaker Studio Lab: Free JupyterLab Notebooks (Closed to New Signups)

Amazon SageMaker Studio Lab is a free, browser-based environment for learning and experimenting with machine learning, data analytics, and scientific computing, built on the open-source JupyterLab IDE. It requires no credit card or AWS account and includes 15 GB of persistent storage with CPU or GPU compute. Importantly, Amazon SageMaker Studio Lab is no longer open to new customers -- existing users can continue signing in, but new users are directed to Amazon SageMaker Studio's free tier instead. It is one of the more education-focused entries in the site's Google Colab AI Tools category.

Closed

New Signups

existing users only

Free

No Credit Card

no AWS account needed

15 GB

Storage

persistent, in the cloud

JupyterLab

IDE

open-source foundation

Table of Contents: Amazon SageMaker Studio Lab Features & Alternatives

Jump to the pricing, features, pros and cons, comparisons, FAQs, and alternatives.

1Quick Summary 2Amazon SageMaker Studio Lab Role 3Best Fit 4Specialist Features 5Pricing 6Pros & Cons 7Use Cases 8Getting Started 9Worth It?10Comparison 11FAQ 12Alternatives

Amazon SageMaker Studio Lab Quick Summary for AI Workflow Buyers

Overall Rating: 4.5/5 | Free Plan: Yes -- absolutely free, no credit card or AWS account required, 15 GB persistent storage.
Signup Status: Closed to new customers -- existing users can still sign in; new users are directed to Amazon SageMaker Studio's free tier
Pricing: Free, with no paid tiers listed | Ease of Use: 4.5/5 | Business Value: 4.0/5
Last Tested: October 2026 | Version: Latest

Visit Amazon SageMaker Studio Lab

What Role Does Amazon SageMaker Studio Lab Play in a Modern AI Workflow Stack?

Amazon SageMaker Studio Lab is positioned as a free, browser-based environment for learning and experimenting with machine learning, data analytics, and scientific computing. According to the site, it is absolutely free and requires no credit card or AWS account, lowering the barrier to entry for individuals. It is based on the open-source and extensible JupyterLab IDE, allowing users to author Jupyter notebooks directly in their browser without complicated setup. The service provides compute on CPU or GPU, enabling users to train models using AWS power. It also includes 15 GB of persistent storage so users can save projects and datasets in the cloud and avoid starting from scratch. The site notes that Amazon SageMaker Studio Lab is no longer open to new customers and directs those seeking similar capabilities to explore Amazon SageMaker Studio (free tier). Community resources include GitHub and Stack Overflow channels.

Who Is Amazon SageMaker Studio Lab Best For in 2026?

Machine learning beginners Learn and experiment with machine learning using notebooks in your browser
Data analytics practitioners Quickly create data analytics projects with notebooks in your browser
Scientific computing users Quickly create scientific computing projects with notebooks in your browser
Jupyter notebook users Author Jupyter notebooks right in your browser using the open-source and extensible JupyterLab IDE

Professional reality: Amazon SageMaker Studio Lab is no longer open to new customers.

Specialist Amazon SageMaker Studio Lab Features That Matter for Business Growth

FREE ACCESS

It's free

Amazon SageMaker Studio Lab is absolutely free – no credit card or AWS account required.

Start learning machine learning with zero cost and no payment setup.

QUICK START

Get started in minutes

The Amazon SageMaker Studio Lab is based on the open-source and extensible JupyterLab IDE. Skip the complicated setup and author Jupyter notebooks right in your browser.

Begin data analytics, scientific computing, and machine learning projects quickly in your browser.

COMPUTE

Compute on CPU or GPU

Train your models using the power of AWS. Compute on CPU or GPU to better suit your project.

Run machine learning workloads with the compute type that fits your project.

STORAGE

Keep what you build

15 GB of persistent storage lets you to save your project and datasets in the cloud. There is no need to start from scratch every time.

Save projects and datasets in the cloud and resume work without starting over.

COMMUNITY

Join the community

Find libraries, examples, and tutorials #amazon-sagemaker-lab on Github. Get answers and help others #amazon-sagemaker on Stack Overflow.

Access community resources and support for learning and troubleshooting.

AVAILABILITY

Amazon SageMaker Studio Lab is no longer open to new customers

For capabilities similar to Amazon SageMaker Studio Lab, explore Amazon SageMaker Studio (free tier) capabilities.

Existing users can sign in, while new customers are directed to Amazon SageMaker Studio free tier.

Amazon SageMaker Studio Lab is a frequent pick in broader AI tool roundups -- see our guides to the best AI tools for students and best AI tools for data scientists for how free notebook environments fit into a learning or research workflow.

How Much Does Amazon SageMaker Studio Lab Cost in 2026?

The scraped Amazon SageMaker Studio Lab pricing page does not display any pricing information. Instead, it shows a notice that Amazon SageMaker Studio Lab is no longer open to new customers, directing visitors to explore Amazon SageMaker Studio (free tier) capabilities. The main Studio Lab page states that Amazon SageMaker Studio Lab is absolutely free, with no credit card or AWS account required. It also notes that users get 15 GB of persistent storage and can compute on CPU or GPU. No paid tiers, subscription fees, or pricing plans are listed anywhere in the provided content.

Plan	Price	What You Get
Amazon SageMaker Studio Lab Best Value	Free	Absolutely free, no credit card or AWS account required; includes CPU or GPU compute and 15 GB persistent storage. No longer open to new customers.

Visit the official Amazon SageMaker Studio Lab website to check the latest pricing and plans.

Amazon SageMaker Studio Lab Pros and Cons for AI Tool Buyers

Where Amazon SageMaker Studio Lab Is Strong

Free to useAmazon SageMaker Studio Lab is absolutely free – no credit card or AWS account required.
Quick startGet started in minutes with a browser-based environment, skipping complicated setup.
JupyterLab-basedThe Amazon SageMaker Studio Lab is based on the open-source and extensible JupyterLab IDE, allowing you to author Jupyter notebooks right in your browser.
CPU or GPU computeTrain your models using the power of AWS. Compute on CPU or GPU to better suit your project.

Where Amazon SageMaker Studio Lab Needs Care

No longer open to new customersAmazon SageMaker Studio Lab is no longer be open to new customers. For capabilities similar to Amazon SageMaker Studio Lab, explore Amazon SageMaker Studio (free tier) capabilities.
Persistent storage limit15 GB of persistent storage lets you to save your project and datasets in the cloud. There is no need to start from scratch every time.
Pricing page unavailableThe pricing page states: 'Sorry :( The page you are trying to reach does not exist or has been moved. Please check the URL or go to the Amazon SageMaker Studio Lab home page'.
Cookie preferencesEssential cookies cannot be deactivated, but you can choose “Customize” or “Decline” to decline performance cookies. If you agree, AWS and approved third parties will also use cookies to provide useful site features, remember your preferences, and display relevant content, including relevant advertising.

When Does Amazon SageMaker Studio Lab Deliver the Most Business Value?

Data Analytics Projects

Quickly create data analytics projects with notebooks in your browser, skipping complicated setup.

Scientific Computing

Build scientific computing projects using the open-source and extensible JupyterLab IDE, authoring Jupyter notebooks directly in your browser.

Machine Learning Experimentation

Learn and experiment with machine learning, training your models using the power of AWS with compute on CPU or GPU to better suit your project.

Persistent Project Storage

Keep what you build with 15 GB of persistent storage that lets you save your project and datasets in the cloud, so there is no need to start from scratch every time.

How Do You Get Started With Amazon SageMaker Studio Lab?

If you already have an Amazon SageMaker Studio Lab account, sign in directly -- new users should instead start with Amazon SageMaker Studio's free tier, since Studio Lab is closed to new signups.

Compare it with closely related AI tools in the same category before committing.

Set review rules for accuracy, privacy, brand voice, compliance, and final approval.

Connect useful outputs to the wider stack instead of leaving them inside the AI tool.

Is Amazon SageMaker Studio Lab Worth It for AI Tool Buyers?

For existing users, Amazon SageMaker Studio Lab remains worth it: it is completely free, requires no credit card or AWS account, and provides 15 GB of persistent storage with CPU or GPU compute on the open-source JupyterLab IDE. For new users, it is no longer an option -- Amazon SageMaker Studio's free tier is the recommended path to similar capabilities within the AWS ecosystem, while tools like Google Colab or Kaggle Notebooks offer comparable free, no-signup-required notebook access outside AWS.

Amazon SageMaker Studio Lab vs Competitors: Which Tool Fits Best?

Decision Area	Amazon SageMaker Studio Lab	When Another Option Wins
Cost	Amazon SageMaker Studio Lab is absolutely free – no credit card or AWS account required.	When you need paid capabilities beyond what a free offering provides.
Setup	Get started in minutes; skip the complicated setup and author Jupyter notebooks right in your browser.	When you prefer a locally installed development environment.
IDE	Based on the open-source and extensible JupyterLab IDE.	When you require an IDE other than JupyterLab.
Compute	Compute on CPU or GPU to better suit your project.	When your project requires compute options beyond CPU or GPU.
Storage	15 GB of persistent storage lets you save your project and datasets in the cloud.	When your project needs more than 15 GB of persistent storage.

Amazon SageMaker Studio Lab vs Amazon SageMaker Studio

Amazon SageMaker Studio Lab is no longer open to new customers. For capabilities similar to Amazon SageMaker Studio Lab, explore Amazon SageMaker Studio (free tier) capabilities.

Choose Amazon SageMaker Studio Lab if: You are an existing Amazon SageMaker Studio Lab customer who wants to continue using it. Choose Amazon SageMaker Studio if: You are a new customer seeking capabilities similar to Amazon SageMaker Studio Lab, including its free tier.

Amazon SageMaker Studio Lab FAQ for AI Tool Buyers

Is Amazon SageMaker Studio Lab free to use?

Yes. Amazon SageMaker Studio Lab is absolutely free – no credit card or AWS account required.

Can I still sign up for Amazon SageMaker Studio Lab?

No. Amazon SageMaker Studio Lab is no longer open to new customers. For capabilities similar to Amazon SageMaker Studio Lab, explore Amazon SageMaker Studio (free tier) capabilities.

What IDE is Amazon SageMaker Studio Lab based on?

Amazon SageMaker Studio Lab is based on the open-source and extensible JupyterLab IDE, allowing you to author Jupyter notebooks right in your browser.

What compute options are available in Amazon SageMaker Studio Lab?

You can compute on CPU or GPU to better suit your project, training your models using the power of AWS.

How much persistent storage does Amazon SageMaker Studio Lab provide?

Amazon SageMaker Studio Lab provides 15 GB of persistent storage, letting you save your project and datasets in the cloud so there is no need to start from scratch every time.

Key Takeaways

Amazon SageMaker Studio Lab is closed to new signups -- existing users can sign in, but new users should use Amazon SageMaker Studio's free tier instead.
It is completely free, with no credit card or AWS account required, and 15 GB of persistent storage.
It is built on the open-source JupyterLab IDE, with CPU or GPU compute available for training models.

Amazon SageMaker Studio Lab also shows up in our best AI tools for machine learning engineers roundup. Browse the full Google Colab AI Tools category for more free cloud notebook options.

Amazon SageMaker Studio Lab Alternatives Worth Comparing

Google Colab - a free notebook platform still open to new signups, with T4 GPU access and Gemini AI assistance.
Kaggle Notebooks - free notebooks tied to Kaggle's dataset and competition platform, still open to new signups.
Deepnote - a collaborative data notebook platform with a free forever tier and 100+ integrations.
Vertex AI Workbench - Google's enterprise notebook platform tied to Vertex AI, open to new signups.
Paperspace Gradient - offers dedicated persistent GPU machines with a subscription model, still open to new signups.

Bottom Line: Amazon SageMaker Studio Lab remains a solid, completely free option for existing users who want JupyterLab notebooks with no credit card required. New users should look at Amazon SageMaker Studio's free tier for similar AWS-based capabilities, or at Google Colab or Kaggle Notebooks for comparable free notebooks outside the AWS ecosystem.

Last Tested: June 2026 | Reviewed by theaitoolsbox.com editorial team

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Amazon SageMaker Studio Lab Review: Free Notebooks & Signup Status

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