We performed a comparison between Databricks and Domino Data Science Platform based on real PeerSpot user reviews.
Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms."The solution is built from Spark and has integration with MLflow, which is important for our use case."
"Databricks helps crunch petabytes of data in a very short period of time."
"Can cut across the entire ecosystem of open source technology to give an extra level of getting the transformatory process of the data."
"The ease of use and its accessibility are valuable."
"We are completely satisfied with the ease of connecting to different sources of data or pocket files in the search"
"Databricks integrates well with other solutions."
"Databricks is hosted on the cloud. It is very easy to collaborate with other team members who are working on it. It is production-ready code, and scheduling the jobs is easy."
"Databricks' most valuable feature is the data transformation through PySpark."
"The scalability of the solution is good; I'd rate it four out of five."
"There is room for improvement in the documentation of processes and how it works."
"The product should incorporate more learning aspects. It needs to have a free trial version that the team can practice."
"A lot of people are required to manage this solution."
"It's not easy to use, and they need a better UI."
"Databricks could improve in some of its functionality."
"There are no direct connectors — they are very limited."
"Generative AI is catching up in areas like data governance and enterprise flavor. Hence, these are places where Databricks has to be faster."
"Databricks' performance when serving the data to an analytics tool isn't as good as Snowflake's."
"The predictive analysis feature needs improvement."
Earn 20 points
Databricks is ranked 1st in Data Science Platforms with 78 reviews while Domino Data Science Platform is ranked 19th in Data Science Platforms. Databricks is rated 8.2, while Domino Data Science Platform is rated 7.0. The top reviewer of Databricks writes "A nice interface with good features for turning off clusters to save on computing". On the other hand, the top reviewer of Domino Data Science Platform writes "Good scalability and stability but the predictive analysis feature needs improvement". Databricks is most compared with Amazon SageMaker, Informatica PowerCenter, Dataiku, Dremio and SAS Visual Analytics, whereas Domino Data Science Platform is most compared with Amazon SageMaker, Microsoft Azure Machine Learning Studio, Dataiku, Alteryx and KNIME.
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