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Azure Data Lake Storage pros and cons

Vendor: Microsoft

4.3 out of 5

27 reviews
100% willing to recommend

Pros & Cons summary

Azure Data Lake Storage offers speed via Azure Blob Storage, with a hierarchical structure that enhances performance and supports varied data types. Its key features include security options, high scalability, and cost-effective storage. Integration with Azure technologies like Data Factory and Databricks aids AI solutions. However, pricing complexity, migration issues, API limitations, licensing confusion, and slow support response times are areas needing improvement for tech buyers.

Buyer's Guide

Get pricing advice, tips, use cases and valuable features from real users of this product.

Prominent pros & cons

PROS

Azure Data Lake Storage is known for its speed, leveraging the fast Azure Blob Storage and adding a hierarchical structure for enhanced performance.

Security is a key feature, with access policies and options like soft deletes and policy management ensuring data safety.

High scalability is a standout, allowing effective and seamless integration with various Azure technologies.

The hierarchical structure supports the organization and management of data, accommodating structured, unstructured, and semi-structured data for analytics and dashboard design.

Cost-effective storage options and smooth integration with tools like Azure Data Factory and Databricks make it valuable for various use cases, including AI solutions.

CONS

Pricing is a factor, as Azure Data Lake Storage could be more affordable, with gotchas and differences in price depending on the data type.

The migration processes lack clarity and could be improved, as simple migrations take too much time.

APIs need to be improved and made more accessible, and connectors like those for HubSpot and Xero are limited, needing API calls instead.

Microsoft needs to simplify Azure Data Lake Storage licensing model, which is difficult to understand and constantly evolving.

Support response speed needs improvement, especially for critical issues, with a need for quicker SLA response times.

Azure Data Lake Storage Pros review quotes

Rama Subba Reddy Thavva

Solution Architect at Mercedes-Benz AG

Mar 27, 2026

For performance and scalability, we have never faced any issues even though we handle at least a TB of data every day without any performance problems.

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AP

Data Architect at cmc

May 10, 2026

Azure Data Lake Storage, if you ask about integration with Azure technology, it is very smooth because the in-house adapters or the connectors are available.

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reviewer2767269

Vice President, Technology at a tech vendor with 11-50 employees

Oct 17, 2025

I would say the best features include that it's easy to integrate; it's certainly easy to integrate with the other things in the Microsoft portfolio.

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Azure Data Lake Storage

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Chetan Jayatheertha

DevOps Manager at a computer software company with 5,001-10,000 employees

Nov 11, 2024

Data Lake Storage provides valuable features such as access keys, container strings, lifecycle management, audit logs, and the soft delete option.

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Data Engineer at a financial services firm with 1,001-5,000 employees

Nov 15, 2024

I would recommend Azure Data Lake Storage because it is straightforward to set up and versatile for various projects, especially AI solutions requiring document storage.

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MatsHagberg Olsson2

Senior Solutions Architect at EQ2 Technology

Apr 16, 2024

The tool is very safe to use. It is impossible to hack the product.

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CJ

EPM Practice Manager at a tech services company with 1,001-5,000 employees

Apr 1, 2025

Azure Data Lake Storage offers comprehensive integration with a variety of Azure tools, such as SQL servers and the Azure DevOps platform.

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Senior Solutions Architect at Think Power Solutions

Nov 25, 2024

The most valuable feature is the scalability due to the blob, which allows us to scale our data effectively.

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Sebastian Romero

Data Engineer at Universidad Peruana de Ciencias Aplicadas

May 10, 2024

The solution is worth the money because it allows you to gain insights into your business and implement forecasting solutions to predict future trends.

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Product Manager at AfroUrembo

Aug 16, 2024

The solution's most valuable feature is its simplicity of configuration and setup.

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Azure Data Lake Storage Cons review quotes

Rama Subba Reddy Thavva

Solution Architect at Mercedes-Benz AG

Mar 27, 2026

To give Azure Data Lake Storage a ten out of ten, they need to optimize the cost.

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AP

Data Architect at cmc

May 10, 2026

Azure Data Lake Storage does have a difference in price depending on the data type.

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reviewer2767269

Vice President, Technology at a tech vendor with 11-50 employees

Oct 17, 2025

There are some gotchas with the pricing; you have to be careful. There's not really a way to throttle it either.

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Azure Data Lake Storage

Free Report: Azure Data Lake Storage Reviews and More

Learn what your peers think about Azure Data Lake Storage. Get advice and tips from experienced pros sharing their opinions. Updated: June 2026.

900,644 professionals have used our research since 2012.

Chetan Jayatheertha

DevOps Manager at a computer software company with 5,001-10,000 employees

Nov 11, 2024

Improvement is needed in the migration process from Lakehouse to Enterprise Data Lake (EDL). Currently, migration is only one-way possible, and it would be beneficial if this aspect could be improved.

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Data Engineer at a financial services firm with 1,001-5,000 employees

Nov 15, 2024

Currently, Azure Data Lake Storage has blob, table, and file share, but no vector feature.

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MatsHagberg Olsson2

Senior Solutions Architect at EQ2 Technology

Apr 16, 2024

If tools like Azure Data Lake Storage are enabled within the tool named Azure Storage Explorer, then it would be of tremendous help, but it can be really tricky.

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CJ

EPM Practice Manager at a tech services company with 1,001-5,000 employees

Apr 1, 2025

The speed of support response needs to improve, especially for critical, high-priority issues. Having a quick SLA response time is crucial.

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Senior Solutions Architect at Think Power Solutions

Nov 25, 2024

It would be beneficial if some AI features were added.

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Sebastian Romero

Data Engineer at Universidad Peruana de Ciencias Aplicadas

May 10, 2024

When you store your files manually, you can't ensure complete data integrity, which can impact data security.

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Product Manager at AfroUrembo

Aug 16, 2024

Simple migrations from one data lake to another take too much time and could be improved.

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Show 10 more reviews (out of 25)

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Product Categories

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Popular Comparisons

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Amazon EFS (Elastic File System) vs Azure Data Lake Storage

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