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

"Sairam Kannan's Qubole review"

What do you like best about Qubole? 1. UI ( User Interface ) 2. Customer support 3. Regular updates and features for performance improvement What do you dislike about Qubole? 1. Automatic query completion not available ( would love to have that ) 2. Unable to export large quantities of data. What problems is Qubole solving and how is that benefiting you? 1. Analyzing large sets of data for troubleshooting 2. Ease of sharing our data ( Queries / notebooks ) with others

"Machine Learning Engineer"

What do you like best? I can use Qubole's UI to accomplish a lot of different tasks without much effort What do you dislike? Qubole Notebooks are finicky and brittle. What problems are you solving with the product? What benefits have you realized? End-to-end ML workflows. Easy to integrate all parts of pipeline into Qubole.

"Qubole is a useful tool that integrates spark processing with easy access to s3"

What do you like best? using the qubole API token along with python qds-sdk makes spark processing & cluster/interpreter configurations seamless within modeling scripts. What do you dislike? The UI (zepelin notebook) can be extremely buggy. The customer service team is quick to respond, but sometimes the notebook UI can be unusable. Resource sharing amongst an analytics team is difficult, despite the different cluster + interpreter setting options. Recommendations to others considering the ...

"Qubole is a useful tool that integrates spark processing with easy access to s3"

What do you like best about Qubole? using the qubole API token along with python qds-sdk makes spark processing & cluster/interpreter configurations seamless within modeling scripts. What do you dislike about Qubole? The UI (zepelin notebook) can be extremely buggy. The customer service team is quick to respond, but sometimes the notebook UI can be unusable. Resource sharing amongst an analytics team is difficult, despite the different cluster + interpreter setting options. Recommendations ...

"Qubole as a data lake "

What do you like best? Integrated environment to access Hive queries, notebooks and presto in single view, instead of installing multiple tools to access the data in the environment. Ability to integrate with Github and promote from lower to higher environment What do you dislike? Ability to multi-task/parallelize note book runs without taking the hit on spin up time to create a session per request What problems are you solving with the product? What benefits have you realized? We were ...

"Competent product but could use more usability features "

What do you like best? It's relatively easy to look up tables and the columns within the tables. What do you dislike? The search feature is relatively unintelligent - if I don't enter the exact phrase, no results come up. What problems are you solving with the product? What benefits have you realized? I look up member activity through SQL queries. Qubole is significantly easier to use than the previous solution for SQL queries (Python).

"Qubole as a data lake "

What do you like best about Qubole? Integrated environment to access Hive queries, notebooks and presto in single view, instead of installing multiple tools to access the data in the environment. Ability to integrate with Github and promote from lower to higher environment What do you dislike about Qubole? Ability to multi-task/parallelize note book runs without taking the hit on spin up time to create a session per request What problems is Qubole solving and how is that benefiting you? We ...

"Competent product but could use more usability features "

What do you like best about Qubole? It's relatively easy to look up tables and the columns within the tables. What do you dislike about Qubole? The search feature is relatively unintelligent - if I don't enter the exact phrase, no results come up. What problems is Qubole solving and how is that benefiting you? I look up member activity through SQL queries. Qubole is significantly easier to use than the previous solution for SQL queries (Python).

"Qubole "

What do you like best about Qubole? Qubole is very useful to query the hive table and create a set of queries in one place to run What do you dislike about Qubole? Qubole is very slow, but the new version pretty much improved What problems is Qubole solving and how is that benefiting you? We are using this tool to explore the data from S3 bucket

"Once place for all queries a tool for analytics person "

What do you like best about Qubole? - Easy interface - One place to manage all your queries What do you dislike about Qubole? - Need to work on export features What problems is Qubole solving and how is that benefiting you? - Analyzing raw logs - Generating insights that help boost campaign performance