Qubole Reviews in June 2026: User Ratings, Pros & Cons

"Good but can get way better and smooth"

What do you like best about Qubole? The interface is amazing. With respect to queries and all in handling data, it looks really easy. but at the same time, there is no visualization tool which can help us make dashboards for the queries. The tool looks complete since we can schedule queries as well as also work on large queries smoothly. The scheduler and crones are the best things I and my team uses the most. What do you dislike about Qubole? There is no info available with respect to the ...

"Spark job logs readability is issue and time consuming"

What do you like best about Qubole? All components of development environment are integrated together which provide good development experience. What do you dislike about Qubole? While running jobs we can monitor logs with some dashboard having filters for exception, error name, exception type. Similar to the way we monitor splunk logs. Currently we have to go to the pain of going to driver executor once the job is completed and then figure out our issues in code. For jobs which run longer ...

"Very useful tool for querying large relational databases. "

What do you like best? The UI is easy to use and provides a one stop shop for any possible data browsing and querying. The face the software is not tied to any cloud vendor is also a huge plus. What do you dislike? An open selection of all cloud provider instance types with no explanation as to their ideal use cases causes too much confusion for new users setting up a new cluster. Recommendations to others considering the product: GIve it time to get used to the product and you'll end up ...

"Very useful tool for querying large relational databases. "

What do you like best about Qubole? The UI is easy to use and provides a one stop shop for any possible data browsing and querying. The face the software is not tied to any cloud vendor is also a huge plus. What do you dislike about Qubole? An open selection of all cloud provider instance types with no explanation as to their ideal use cases causes too much confusion for new users setting up a new cluster. Recommendations to others considering Qubole: GIve it time to get used to the product ...

"A solid managed platform for Spark"

What do you like best about Qubole? Qubole simplifies the operational side of running Spark clusters and jobs, both scheduled and ad-hoc. It allows researchers and data engineers to focus on business logic instead of platform maintenance and tuning. What do you dislike about Qubole? Once you have a hammer, every problem starts to look like a nail. Sometimes the overhead of running a Spark job dominates the actual data processing work to be done. See the blog post "Don't use Hadoop when your ...

"Emr alternative"

What do you like best about Qubole? Qubole it is great alternative for AWS EMR What do you dislike about Qubole? Api and documentation not very clear and not documented good enough What problems is Qubole solving and how is that benefiting you? Processing tasks scheduled by airflow

"Decent but a lot of hassle to work with"

What do you like best about Qubole? It's much more complete when compared to other products but at the same time also managing and handling queries or jobs are at times failed because of bugs from qubole's end which are managed very late or are time consuming What do you dislike about Qubole? Need to talk to the executive a lot of times while handling issues. Many times the answer is this will be fixed in next release but that is way far in future Recommendations to others considering ...

"A comprehensive platform"

What do you like best about Qubole? Easy navigation in the UI, ability to have an overview of all available clusters in a click, notebook integration What do you dislike about Qubole? Tableau integration is very lackluster. Notebook feature is not always very user friendly and the ui can feel unresponsive at times due to heavy load. What problems is Qubole solving and how is that benefiting you? -

"A comprehensive platform"

What do you like best? Easy navigation in the UI, ability to have an overview of all available clusters in a click, notebook integration What do you dislike? Tableau integration is very lackluster. Notebook feature is not always very user friendly and the ui can feel unresponsive at times due to heavy load. What problems are you solving with the product? What benefits have you realized? -

"Strong product with good, but not quite great shortcuts and time-saving features"

What do you like best? I really like the ease of use of the platform. Several SQL languages are available within the platform, but I typically find the Presto SQL is sufficient to meet most of my needs and is easy to use for anyone with any prior SQL knowledge. What do you dislike? There are some shortcuts that other database management software companies offer that are not available in Qubole. For instance, you cannot set a default schema, so the schema must be explicitly called for every ...