Compare this with other toolsSave it to your board and evaluate your options side by side.
Save to board

Databricks Reviews & Product Details

Value at a Glance

Averages based on real user reviews.

Time to Implement

4 months

Databricks Media

Databricks Demo - Automated ETL processing
Once ingested, raw data needs transforming so that it’s ready for analytics and AI. Databricks provides powerful ETL capabilities for data engineers, data scientists and analysts with Delta Live Tables (DLT).
Databricks Demo - Reliable workflow orchestration
Databricks Workflows is the fully managed orchestration service for all your data, analytics and AI that is native to your Lakehouse Platform. Orchestrate diverse workloads for the full lifecycle including Delta Live Tables and Jobs for SQL, Spark, notebooks, dbt, ML models and more.
Databricks Demo - End-to-end observability and monitoring
The Lakehouse Platform gives you visibility across the entire data and AI lifecycle so data engineers and operations teams can see the health of their production workflows in real time, manage data quality and understand historical trends. In Databricks Workflows you can access dataflow graphs an...
Databricks Demo - Security and governance at scale
Delta Lake reduces risk by enabling fine-grained access controls for data governance, functionality typically not possible with data lakes.
Databricks Demo - Automated and trusted data engineering
Simplify data engineering with Delta Live Tables – an easy way to build and manage data pipelines for fresh, high-quality data on Delta Lake.
Databricks Demo - Eliminate resource management with serverless compute
Databricks SQL serverless removes the need to manage, configure or scale cloud infrastructure on the Lakehouse, freeing up your data team for what they do best.
Product Avatar Image

Have you used Databricks before?

Answer a few questions to help the Databricks community

Databricks Reviews (706)

View 1 Video Reviews
Reviews

Databricks Reviews (706)

View 1 Video Reviews
4.6
706 reviews

Review Summary

Generated using AI from real user reviews
Users consistently praise the unified platform that integrates data engineering, analytics, and machine learning, making collaboration seamless across teams. The intuitive UI and strong governance features, such as Unity Catalog, enhance productivity and data management. However, some users note that the platform can be expensive and may have a steep learning curve for newcomers.

Pros & Cons

Generated from real user reviews
View All Pros and Cons
Search reviews
Filter Reviews
Clear Results
G2 reviews are authentic and verified.
Anthony T.
AT
Adjunct Instructor - Data Analytics and Data Science
Enterprise (> 1000 emp.)
"One location for all your data needs"
What do you like best about Databricks?

Having worked in various data platforms over the last 30 years I found DataBricks to be easy to deploy and easy to understand. Allowing for fantastic performance and usefulness. Review collected by and hosted on G2.com.

What do you dislike about Databricks?

The biggest struggle is trying to convince old-school relational DW Architects that they should modernize before they get left behind. Eliminating the fear by explaining to them they can still use SQL. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

It's great to hear that Databricks is benefiting you by providing ease of deployment for large-scale data analytics and data science, as well as simple integration with enterprise-level analytics tools. Thank you for sharing!

Amulya S.
AS
Head of Marketing
Enterprise (> 1000 emp.)
"Databricks: a perfect data platform for python users"
What do you like best about Databricks?

The UI is build keeping ML and python users in mind, it is very intuitive to use. Review collected by and hosted on G2.com.

What do you dislike about Databricks?

The speed of processing is slow and could be improved Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

It's great to hear that Databricks has made your pipeline more efficient through easy integration with python notebooks and big data. We appreciate your input on the areas for improvement.

Verified User in Commercial Real Estate
IC
Enterprise (> 1000 emp.)
"Data Scientist"
What do you like best about Databricks?

The SQL workspace has improved a lot and many of the new features are very applicable to data analytic work. The machine learning module from MLflow provides a great pipeline framework for data scientist. Review collected by and hosted on G2.com.

What do you dislike about Databricks?

Setting up the work environment is still challenging. Some of the UI component can be improved, for example, I don't really like the way how the directories are displayed on the platform now because often time I cannot see the full name of the folder or files. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

We're glad to hear that you are enjoying the improvements in the SQL workspace and finding the machine learning module useful for your data analytic work.

Verified User in Financial Services
UF
Mid-Market (51-1000 emp.)
"A Tool Box to the Modern Big Data Data Scientist"
What do you like best about Databricks?

The upscale in storing and retrieving large quantities of data with its sdk to s3. In addition, great resources allocation support and additional tools such as clearml. Review collected by and hosted on G2.com.

What do you dislike about Databricks?

The compatibility to pandas is lacking due to the fact that it is mainly used by me with pyspark which didnt allow an optimal usage for the various pandas libraries. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

It's great to hear that Databricks Data Intelligence Platform is helping you with retrieving and querying large data warehouses on S3, performing basic filtering and querying, and running ML experiments on huge amounts of data.

DC
Enterprise (> 1000 emp.)
"Holistic, E2E, and Intuitive"
What do you like best about Databricks?

A one stop place for holistic teams - engineers, data scientists, architects, and administrators - to collaborate and have transparent visibility to our data, access, and insights Review collected by and hosted on G2.com.

What do you dislike about Databricks?

There is a learning curve with the syntax, interface, and jargon. Need to ensure all personas and stakeholders are onboarding and adopting at a concerted pace and sequence in order to make adoption work. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

We're glad to hear that you find Databricks Data Intelligence Platform to be a one-stop place for holistic collaboration and transparent visibility to data, access, and insights.

🐟🌮Josh G.
🐟G
Moderator
Enterprise (> 1000 emp.)
"More Robust than other platforms"
What do you like best about Databricks?

I'm traditionally a SQL Data Engineer, but after getting into Databricks, I'm seeing the advantages of using both SQL and Python depending on the DE task, and with how simple Databricks optimizes what used to be a manual process for me, I would prefer to stick with this as my Lakehouse Platform of choice. Review collected by and hosted on G2.com.

What do you dislike about Databricks?

I do think some platforms are a little easier to get started on. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

We're glad to hear that you're finding Databricks useful for your data engineering tasks! We appreciate your feedback about the ease of getting started, and we're always working to improve the user experience.

Hubert D.
HD
Leading Data Engineer
Enterprise (> 1000 emp.)
"The best lakehouse on the market"
What do you like best about Databricks?

- SQL warehouse,

- MLflow,

- Delta,

- Ecosystem Review collected by and hosted on G2.com.

What do you dislike about Databricks?

- Dashboards could be improved to match BI product's capabilities Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

We're glad to hear that you're enjoying the SQL warehouse, MLflow, Delta, and ecosystem features of Databricks Data Intelligence Platform! Thanks for taking the time to leave a review!

AG
Enterprise (> 1000 emp.)
"Databricks provides seamless faster data processing for our customers."
What do you like best about Databricks?

Unity Catalog, Delta Live Tables, Lakehouse solutions Review collected by and hosted on G2.com.

What do you dislike about Databricks?

Nothing as such I observed so far, All the features are awesome. Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

We're glad to hear that you are enjoying the features of our Data Intelligence Platform, including Unity Catalog, Delta Live Tables, and Lakehouse solutions. Thank you for your positive feedback!

Verified User in Financial Services
CF
Enterprise (> 1000 emp.)
"So user friendly and a platform to make the organization's data value chain delivering value"
What do you like best about Databricks?

unified platform for both BI and AI workload Review collected by and hosted on G2.com.

What do you dislike about Databricks?

To difficult to keep on track with the evolution pace that platform is growing Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

We're glad to hear that you find Databricks Data Intelligence Platform user-friendly and valuable for your organization's data value chain.

pulugujju k.
PK
Associate Software Engineering
Mid-Market (51-1000 emp.)
"Advance cloud"
What do you like best about Databricks?

While processing the data from source to destination and accessing verity of data Review collected by and hosted on G2.com.

What do you dislike about Databricks?

Some more features and streaming data not possible Review collected by and hosted on G2.com.

Response from Aunalisa Arellano of Databricks

We appreciate your positive feedback about the platform's capabilities. We understand the need for advanced features and streaming data capabilities, and we are committed to evolving our platform to meet the changing needs of our users.

Questions about Databricks? Ask real users or explore answers from the community

Get practical answers, real workflows, and honest pros and cons from the G2 community or share your insights.

GU
Guest User
Last activity over 1 year ago

What is Lakehouse in Databricks?

GU
Guest User
Last activity about 2 years ago

What are the features of Databricks?

Pricing Insights

Averages based on real user reviews.

Time to Implement

4 months

Return on Investment

14 months

Average Discount

14%

Perceived Cost

$$$$$

How much does Databricks cost?

Data powered by BetterCloud.

Estimated Price

$$k - $$k

Per Year

Based on data from 29 purchases.

Databricks Comparisons
Product Avatar Image
Snowflake
Compare Now
Product Avatar Image
Cloudera
Compare Now
Product Avatar Image
Google Cloud BigQuery
Compare Now
Databricks Features
Real-Time Data Collection
Data Distribution
Data Lake
Spark Integration
Machine Scaling
Data Preparation
Spark Integration
Cloud Processing
Workload Processing
Product Avatar Image
Databricks