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Azure Data Lake Storage vs Azure Files comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Azure Data Lake Storage
Ranking in Cloud Storage
6th
Average Rating
8.6
Reviews Sentiment
6.7
Number of Reviews
27
Ranking in other categories
No ranking in other categories
Azure Files
Ranking in Cloud Storage
18th
Average Rating
8.0
Reviews Sentiment
5.9
Number of Reviews
2
Ranking in other categories
File and Object Storage (21st)
 

Featured Reviews

Rama Subba Reddy Thavva - PeerSpot reviewer
Solution Architect at Mercedes-Benz AG
Unified data lake has supported daily terabyte workloads and delivers secure automotive analytics
I would rate Azure Data Lake Storage around a nine out of ten. To give Azure Data Lake Storage a ten out of ten, they need to optimize the cost. The cost factor is the only thing I would identify for all my use cases, as they are very well equipped in other areas. Even though the cost is reasonable, if they reduce it, we would benefit significantly. Additionally, there is no data lineage and no ontology tools available on Azure Data Lake Storage. I understand it is blob-based, but if they maintain some ontology tools or data cataloging and data lineage, that would be great. However, those features are currently covered under Databricks, so we are not much concerned.
Yogesh Autade - PeerSpot reviewer
Senior Security Engineer at Softcell Technologies Limited
Centralized file sharing has improved security and compliance but still needs better analytics
From our experience, Azure Files could be improved with more granular performance visibility, simpler troubleshooting tools, and enhanced reporting around file shares, uses, and access patterns. We would also prefer more streamlined management for large-scale development deployments, better monitoring of SMB and NFS performance issues, and deeper integration of storage analytics to help identify bottlenecks and optimize cost efficiency. Another area where Azure Files could improve is the administrative experience for hybrid environments. More intuitive troubleshooting for authentication, SMB connectivity, and synchronization-related issues would help reduce operational efforts. Enhanced reporting, proactive recommendations, and clearer root cause analysis and diagnostics would also be valuable for storage and infrastructure teams managing large deployments.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The response time and quality offered by the support team are good."
"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."
"Azure Data Lake itself doesn't have built-in features for handling data on its own. It's used as a collection of data. Tools you can use with it include Azure Data Factory and Databricks."
"The most valuable feature of Azure Data Lake Storage is the ability to partition data into various datasets using a directory hierarchy. This folder structure is key for any delivery. Currently, we're not doing much with the data in the tool, but when Databricks comes along, we'll convert it to Parquet format. It's a two-step process: raw data is moved to Parquet, which Databricks can manipulate easily."
"Microsoft is quite good when it comes to integration. They have multiple connectors available and different ingestion and integration processes available."
"I also like its speed. It's basically built on Azure Blob Storage, which was already fast. But Azure Data Lake Storage adds the hierarchical structure for even better performance."
"Storage within Azure Data Lake is cheaper, which is one of the reasons we moved to it."
"We can implement one framework and utilize it for multiple use cases."
"We see a clear return on investment with Azure Files, primarily through reduced infrastructure management effort and improved operational efficiency."
"If we need to migrate data, Azure Files allows a seamless data migration."
 

Cons

"There are some gotchas with the pricing; you have to be careful. There's not really a way to throttle it either."
"The high price of the product is an area of concern where improvements are required."
"To give Azure Data Lake Storage a ten out of ten, they need to optimize the cost."
"The scalability is limited. However, it's easy to set up."
"If I had to nitpick, maybe the throughput could be faster - how quickly you can access data and how fast data can be written onto the Azure Data Lake Storage."
"The version was a bit outdated compared to the newer Microsoft Data Fabric offerings."
"The speed of support response needs to improve, especially for critical, high-priority issues. Having a quick SLA response time is crucial."
"Simple migrations from one data lake to another take too much time and could be improved."
"I think if Azure Files could integrate migration using Storage Mover, that would be an improvement."
"From our experience, Azure Files could be improved with more granular performance visibility, simpler troubleshooting tools, and enhanced reporting around file shares, uses, and access patterns."
 

Pricing and Cost Advice

"I rate the product price as two or three, where one is high, and ten is low. The product's price is really high."
"The tool's licensing model is pay-as-you-go. Regarding pricing, there's always competition between Azure Data Lake Storage and AWS. They're quite similar, but to attract more customers, Azure Data Lake Storage could consider adjusting its pricing to be more competitive with AWS. This might make Azure Data Lake Storage a more appealing option for users."
"On a scale from one to ten, where one is cheap and ten is expensive, I rate the solution's pricing a seven out of ten."
"Compared to other options we've explored, I would rate the pricing a seven out of ten, with ten being expensive."
"The tool is cheap, depending on the services and requirements you need."
"From one to ten, where one is cheap and ten is expensive, I rate the product price as five."
"Pricing is tricky because it depends on the solution you're building and the type of Data Lake storage you use—hot or cold."
"It's a pay-as-you-go model. Your charges are based on the amount of data you store."
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Top Industries

By visitors reading reviews
Construction Company
14%
University
12%
Manufacturing Company
11%
Marketing Services Firm
9%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise7
Large Enterprise13
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Azure Data Lake Storage?
Azure Data Lake Storage is very less priced because the difference when I compare on-premise to cloud is significant. On-premise, you need to have from day one the entire capacity, and you own that...
What needs improvement with Azure Data Lake Storage?
It definitely supports my needs performance-wise. The only challenge depends on what type of storage we are using for the data lake. Is it a hot tier or archive tier? Performance will depend on tha...
What is your primary use case for Azure Data Lake Storage?
My main use cases for Azure Data Lake Storage involve building these solutions, designing these solutions, and evaluating this solution. Once this solution is paid, HRD, LDR in place, I go on the e...
What needs improvement with Azure Files?
From our experience, Azure Files could be improved with more granular performance visibility, simpler troubleshooting tools, and enhanced reporting around file shares, uses, and access patterns. We...
What is your primary use case for Azure Files?
Our primary use case for Azure Files is centralized file sharing, application data storage, and replacing traditional on-premises file servers with cloud-based SMB and NFS shares. From an infrastru...
What advice do you have for others considering Azure Files?
I would recommend this product without hesitation. I would also recommend starting with a pilot workload to validate SMB, NFS performance, and user access patterns. I recommend using Active Directo...
 

Overview

Find out what your peers are saying about Azure Data Lake Storage vs. Azure Files and other solutions. Updated: June 2026.
900,277 professionals have used our research since 2012.