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

"Ease of Use"

What do you like best about Qubole? The product was designed keeping a long term use and is at level of Amazon and Google. The customer support was also good. New feature request were accepted and rolled out. What do you dislike about Qubole? new feature roll out is slow sometimes and difficult to debug the issue. What problems is Qubole solving and how is that benefiting you? We use EMR managed by Qubole. The feature set was good and the sales team and support was easy to reach out to.

"Big data in minutes, not hours or days"

What do you like best? Not having to manage and worry about infrastructure, even in cloud, is huge deal. As a data engineer it’s great just run your workloads or queries using engine of your choice without worrying about complex setup. What do you dislike? Initial versions of programmatic SDKs were not very intuitive. Ran into couple of issues with metadata limitations but they were quickly resolved by support. What problems are you solving with the product? What benefits have you ...

"Great experience!"

What do you like best about Qubole? Qubole is extremely simple to use and great to query different aspects of data What do you dislike about Qubole? A minor nitpick, but I think the UI could be a bit more intuitive What problems is Qubole solving and how is that benefiting you? We're using Qubole to search through our massive datasets and collect information

"Extremely useful tool"

What do you like best? I used qubole for a big data assignment and haven’t second guessed it since. Be it ML or big data analysis its my go to tool majorly because it has so many options to go about a problem and is easy to use once you familiarise yourself with the tool. What do you dislike? I believe the Website is slightly cluttered hence making it difficult to figure out. However this was my issue only in the beginning and once i took some time to understand its a ...

"Great experience as a beginner"

What do you like best? The notebooks are easy to use, and documentation about them was thorough. What do you dislike? Customer support response times if the ticket is not marked as critical/urgent. Notebooks would also sometimes be stuck on "pending" or "running" with no explanation. What problems are you solving with the product? What benefits have you realized? I was able to train machine learning models and make database queries.

"Very Useful for Account Executives"

What do you like best about Qubole? The ability to pull queries regarding current/new customers. This is very helpful for Account Executives who handle a wide range of clientele and need to keep tabs on buying behavior. What do you dislike about Qubole? I find that within our organization, Qubole often experiences outages. Sometimes we're unable to run queries for up to a day at a time. What problems is Qubole solving and how is that benefiting you? We are solving the problem of not knowing ...

"Qubole experience"

What do you like best? The best thing about qubole is the fast processing of big data. Earlier my data used to take 10 minutes to load but with the qubole coming in picture, it has been reduced to 3minutes only which is very beneficial for me. What do you dislike? The only thing I dislike is lack of good UI. It is sometime difficult for me to move around but if we can get a chatbot or something of a stuff to guide, it will be a great help Recommendations to others considering the ...

"Great for managing your compute resources and giving end-users an interface"

What do you like best? As an end-user, Qubole has been a magnificent interface to access the managed clusters. Having a history of queries is super helpful, and the API is basic but well thought out. Scheduler is also barebones, but works. Having a permalink to share with coworkers has been a game changer for me. What do you dislike? Search is terrible, and since we've migrated to their new servers, the speed has been atrocious. Some of the peripheral features are quite barebones and seem ...

"Ease of Use"

What do you like best? The product was designed keeping a long term use and is at level of Amazon and Google. The customer support was also good. New feature request were accepted and rolled out. What do you dislike? new feature roll out is slow sometimes and difficult to debug the issue. What problems are you solving with the product? What benefits have you realized? We use EMR managed by Qubole. The feature set was good and the sales team and support was easy to reach out to.

"Highly recommended!"

What do you like best about Qubole? Notebook-like design, interactive environment, ability to handle big data, multi-language support What do you dislike about Qubole? Sometimes it is very slow to run a spark job. And the default plotting function is not intuitive. What problems is Qubole solving and how is that benefiting you? We write big data ML models using Qubole.