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

"UI needs a little big of polish"

What do you like best? Not having to worry about the details of spinning up machines What do you dislike? The left panel bar keeps disappearing on my when I click elsewhere. This is really my only gripe What problems are you solving with the product? What benefits have you realized? Filtering large amounts of data. Easier than maintaining my own cluster

"Practical"

What do you like best about Qubole? Single Interface to access all available functionality What do you dislike about Qubole? Inability to know in more details what went on when something failed Recommendations to others considering Qubole: Learn all of the features available to you and most importantly understand the architecture and components in the architecture so that you can leverage them in your solutions. What problems is Qubole solving and how is that benefiting you? Data Movement ...

"Practical"

What do you like best? Single Interface to access all available functionality What do you dislike? Inability to know in more details what went on when something failed Recommendations to others considering the product: Learn all of the features available to you and most importantly understand the architecture and components in the architecture so that you can leverage them in your solutions. What problems are you solving with the product? What benefits have you realized? Data Movement to ...

"Qubole"

What do you like best about Qubole? Qubole helps my job easier like creating hive SQL and Spark Jobs. I used to create more than one query in Notepad What do you dislike about Qubole? Qubole is a very slow performance. It takes ages to provide results Recommendations to others considering Qubole: Yes, Useful product for to handle the Hive Queries What problems is Qubole solving and how is that benefiting you? It helps to view the Query results and. It also helps to create more than one ...

"Clunky UX"

What do you like best? I like saved queries & history feature. I very often need to reference results elsewhere What do you dislike? -sorting output only sorts on first 100 rows, not on all of the data. -downloading data is buried in a dropdown -its not terribly clear when you are editing an existing query vs creating a new one. What problems are you solving with the product? What benefits have you realized? analyzing volume, quality of data on my website. i have increased the quality and ...

"Analytics is done on pyspark but there is no user friendly interface for graphs and plots they want "

What do you like best? Noyhing it is so slow .jupyter notebook is the best. What do you dislike? Everything in disliked. It is very bad . I cant tell anything after this now. What problems are you solving with the product? What benefits have you realized? Data science in pyspark

"Scaling Machine Learning Platform"

What do you like best about Qubole? - Excellent customer support and the relative ease in getting started. - Continued Qubole rep support in spite of internal organizational reorgs. - What do you dislike about Qubole? Does not offer much in addition to the Spark UI for monitoring, alerting and debugging. Features like profiling or suggesting improvements to job parameters will go a long way. Recommendations to others considering Qubole: - Excellent customer support, the ability to raise ...

"Analytics is done on pyspark but there is no user friendly interface for graphs and plots they want "

What do you like best about Qubole? Noyhing it is so slow .jupyter notebook is the best. What do you dislike about Qubole? Everything in disliked. It is very bad . I cant tell anything after this now. What problems is Qubole solving and how is that benefiting you? Data science in pyspark

"Getting better"

What do you like best about Qubole? Hive queries work great. I don't recall ever having an issue. If something goes wrong in Hive, there is usually a clear path to resolution. New features for Zeppelin notebooks are steadily arriving and making Qubole's version of Zeppelin stand out from others. What do you dislike about Qubole? Zeppelin notebooks can be troublesome. Issues are hard to replicate which makes them more frustrating to use. However, as time goes on, the issues are fewer and I ...

"Seamless integration with EC2"

What do you like best about Qubole? Cost has drastically come down because of spot instances. Very stable with TBs of data What do you dislike about Qubole? More fine-grained access control for uers. What problems is Qubole solving and how is that benefiting you? Datawarehousing and big data analytics