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

"Good experience"

What do you like best about Qubole? The way tables and contents are organized and also the easy way of running queries, seeing errors and getting results. What do you dislike about Qubole? Large results are unable to export using the tool. I know that we can use a different url to export it, but we need to get API-key and query id and access a different tool to do that. It would be better to run it seamlessly. Recommendations to others considering Qubole: I dont have any. What problems is ...

"Great Cloud Provider for Spark but can be expensive"

What do you like best? Ease of use and API for Spark clusters on AWS spot instances. What do you dislike? Can be expensive. Spark logs can be tricky to find at first. Cluster bootstrap scripts are not version controlled outside qubole. What problems are you solving with the product? What benefits have you realized? Batch Spark jobs and pipelines for data engineering.

"True SaaS experience in Big Data Analytics"

What do you like best about Qubole? SaaS nature of the product, not a IaaS like EMR. Permanent history of all command, scripts, queries. Ability to start/down cluster on demand without calling additional API, just by submitting the actual query. Ability to get log back to client through REST API. What do you dislike about Qubole? Some UI sections look redundant from functionality point, like Explorer overlaps with Analysis in many aspects. I think it would be better to unify them. Some ...

"Great"

What do you like best about Qubole? Able to utilize many different tables - smart query is great for getting started with everything - enjoy all of the dashboards What do you dislike about Qubole? still takes some time getting accustomed to, could use some more product training maybe straight from the qubole team themselves unless there is information online to better learn platform. Recommendations to others considering Qubole: Recommend using the dashboards provided. What problems is ...

"My Qubole Experience"

What do you like best? - I like the ability to quickly change between a variety of languages to manipulate data - The scheduler's ability to use a workflow and switch between languages in the same process - The history features are extremely useful. I especially like that I can see historical results in addition to my old queries. What do you dislike? - When running a query, the lack of a status bar is really annoying. Especially as the logs tend to grow indefinitely - It is difficult to ...

"Great"

What do you like best? Able to utilize many different tables - smart query is great for getting started with everything - enjoy all of the dashboards What do you dislike? still takes some time getting accustomed to, could use some more product training maybe straight from the qubole team themselves unless there is information online to better learn platform. Recommendations to others considering the product: Recommend using the dashboards provided. What problems are you solving with the ...

"My Qubole Experience"

What do you like best about Qubole? - I like the ability to quickly change between a variety of languages to manipulate data - The scheduler's ability to use a workflow and switch between languages in the same process - The history features are extremely useful. I especially like that I can see historical results in addition to my old queries. What do you dislike about Qubole? - When running a query, the lack of a status bar is really annoying. Especially as the logs tend to grow ...

"Great Cloud Provider for Spark but can be expensive"

What do you like best about Qubole? Ease of use and API for Spark clusters on AWS spot instances. What do you dislike about Qubole? Can be expensive. Spark logs can be tricky to find at first. Cluster bootstrap scripts are not version controlled outside qubole. What problems is Qubole solving and how is that benefiting you? Batch Spark jobs and pipelines for data engineering.

"Great experience"

What do you like best? Simple, straight forward, organized, and easy to learn. What do you dislike? Does not have any particular complain :D What problems are you solving with the product? What benefits have you realized? Qubole help me to easily query tracking data within my organization.

"Great experience"

What do you like best about Qubole? Simple, straight forward, organized, and easy to learn. What do you dislike about Qubole? Does not have any particular complain :D What problems is Qubole solving and how is that benefiting you? Qubole help me to easily query tracking data within my organization.