--- title: Azure Data Lake Analytics Reviews meta_title: 'Azure Data Lake Analytics Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 37 reviews by the users' company size, role or industry to find out how Azure Data Lake Analytics works for a business like yours. aggregate_rating: rating_value: 4.2 review_count: 37 scale: '5' date_modified: '2026-11-08' parent_category: name: Big Data url: https://www.g2.com/categories/big-data ---

Azure Data Lake Analytics Reviews & Product Details

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Azure Data Lake Analytics Reviews (37)

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Azure Data Lake Analytics Reviews (37)

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4.2
37 reviews

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Verified User in Electrical/Electronic Manufacturing
CE
Verified User in Electrical/Electronic Manufacturing
Small-Business (50 or fewer emp.)
"Azure Data Lake Analytics"
5/5
What do you like best about Azure Data Lake Analytics?

The File system namespace is the most intriguing and interesting part to me. Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

I believe the archive tier should have a cheaper option, for example, archive deep-dive sort of thing and the charges should be as per retrieval strategy in a year. Some of us might not need to retrieve the data more than twice a year. Review collected by and hosted on G2.com.

Rushik K.
RK
Rushik K.
Data Engineer
Mid-Market (51-1000 emp.)
"Databricks is very fast and very easy to use. We can use any programming language."
4.5/5
What do you like best about Azure Data Lake Analytics?

Any language we can use in notebooks which is easy for anyone. Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

Nothing which I can dislike about Databricks. Review collected by and hosted on G2.com.

OC
Omkar C.
Enterprise (> 1000 emp.)
Business partner of the seller or seller's competitor, not included in G2 scores.
"Seems Google's BigQuery is more retentive when compared to Amazon Redshift and ADL"
2/5
What do you like best about Azure Data Lake Analytics?

GUI and Search pattern is better when compared with Amazon's Redshift Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

Maintenance charges for hourly basis when spinning up. Review collected by and hosted on G2.com.

Verified User in Consumer Goods
CC
Verified User in Consumer Goods
Mid-Market (51-1000 emp.)
"Backup plan of data is not much good in Azure Datalake"
3.5/5
What do you like best about Azure Data Lake Analytics?

Performance has improved in ADLS gen-2. Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

Data recovery plan is not good in ADLS gen-2. As the data is most valuable to the customer so I would recommend not to use in live environment. Review collected by and hosted on G2.com.

Verified User in Consumer Goods
CC
Verified User in Consumer Goods
Mid-Market (51-1000 emp.)
"It is good to do your analytics"
4.5/5
What do you like best about Azure Data Lake Analytics?

automatic scaling the load i need to to take care about the hardware Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

navigation can be improved the navigation system is old Review collected by and hosted on G2.com.

Verified User in Accounting
CA
Verified User in Accounting
Mid-Market (51-1000 emp.)
"Azure data lake analytics a must have for enterprises."
4.5/5
What do you like best about Azure Data Lake Analytics?

Scaling up and down is fairly easy. Great for storing large volume of data Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

Haven't found yet. Would like to explore more. Review collected by and hosted on G2.com.

Verified User in Logistics and Supply Chain
CL
Verified User in Logistics and Supply Chain
Enterprise (> 1000 emp.)
"Cloud do change shape"
4/5
What do you like best about Azure Data Lake Analytics?

Microsoft bundle as an engine which communicate well to various tools Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

Restriction and limitation which is far better in other cloud services Review collected by and hosted on G2.com.

Verified User in Banking
UB
Verified User in Banking
Small-Business (50 or fewer emp.)
"Its good and easy to use."
3.5/5
What do you like best about Azure Data Lake Analytics?

I really liked file exploration and easy to access Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

sometimes UI struck and won't respond properly Review collected by and hosted on G2.com.

Verified User in Information Technology and Services
UI
Verified User in Information Technology and Services
Enterprise (> 1000 emp.)
Business partner of the seller or seller's competitor, not included in G2 scores.
"Great tool for analytics"
4/5
What do you like best about Azure Data Lake Analytics?

On demand analytics with the ability to store results in blobs, azure sql db or data warehouse Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

Need to have multiple stages in the data lake to store raw and transformed/clean data Review collected by and hosted on G2.com.

Verified User in Airlines/Aviation
AA
Verified User in Airlines/Aviation
Mid-Market (51-1000 emp.)
"Muzammil Review on Azure on Lake Analytics"
4.5/5
What do you like best about Azure Data Lake Analytics?

Data analytics are good and data mining is also okay Review collected by and hosted on G2.com.

What do you dislike about Azure Data Lake Analytics?

Work flow have some limitation and assigning to users is little difficult Review collected by and hosted on G2.com.

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