Link copied to clipboard # Databricks vs Keboola Comparison - What are their main differences? Share [ Export ](/compare/databricks/keboola/export.csv) DatabricksKeboola[+ Add Product](#) Pricing **Databricks** Free Trial No pricing available **Keboola** Free Trial **Free** With One-Time Purchase · Free Tier **Contact Us** 1 License Per Year · Growth Team **Pricing Insights** from reviews Perceived Cost **Databricks** $$$$$ **Keboola** $$$$$ Average Discount **Databricks** 14%3% more **Keboola** 11% Uncover valuable pricing insights from real user feedback to improve your shopping experience. See it for free Time to Implement **Databricks** 6 months Based on 100 responses **Keboola** 6 months Based on 100 responses Return on Investment **Databricks** 6 months Based on 100 responses **Keboola** 6 months Based on 100 responses **Pros & Cons** from reviews **Databricks** [ Features (288) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1559079&qs=pros-and-cons#reviews)[ Ease of Use (278) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1558560&qs=pros-and-cons#reviews)[ Learning Curve (112) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1555470&qs=pros-and-cons#reviews)[ Expensive (97) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1559029&qs=pros-and-cons#reviews) **Keboola** [ Ease of Use (35) ](https://www.g2.com/products/keboola/reviews?filters%5Bsentiment_snippet%5D=1312584&qs=pros-and-cons#reviews)[ Features (27) ](https://www.g2.com/products/keboola/reviews?filters%5Bsentiment_snippet%5D=1313032&qs=pros-and-cons#reviews)[ Learning Curve (14) ](https://www.g2.com/products/keboola/reviews?filters%5Bsentiment_snippet%5D=2094242&qs=pros-and-cons#reviews)[ Complexity (13) ](https://www.g2.com/products/keboola/reviews?filters%5Bsentiment_snippet%5D=1312964&qs=pros-and-cons#reviews) Integrations **Databricks** Not enough data **Keboola** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2a9a43b2d4b9db5bdb0ced67c5e23b61/confluence.png "Product Avatar Image") Confluence ](https://www.g2.com/products/confluence/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_aeae116c52945fdecd7ed16d621cb315/data-studio.png "Product Avatar Image") Data Studio ](https://www.g2.com/products/data-studio/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_017ca5b65bc8cc79fa434f2716af16ee/dbt.png "Product Avatar Image") dbt ](https://www.g2.com/products/dbt/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_62c8febee8958c00781275975a0c5a38/dm-valid.png "Product Avatar Image") SAP ](https://www.g2.com/products/dm-valid/reviews)[ View all ](https://www.g2.com/products/keboola/integrations) Screenshots **Databricks** ![Databricks screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1231334/automated-etl-processing-img.png) **Keboola** ![Keboola screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/1341139/image-20230920-091414.png) **Ratings** from reviews Meets Requirements **Databricks** **9.0** /10 Based on 674 responses **Keboola** **8.7** /10 Based on 113 responses Ease of Use **Databricks** **8.8** /10 Based on 1,058 responses **Keboola** **8.6** /10 Based on 114 responses Ease of Setup **Databricks** **8.4** /10 Based on 906 responses **Keboola** **8.4** /10 Based on 84 responses Ease of Admin **Databricks** **8.4** /10 Based on 199 responses **Keboola** **8.1** /10 Based on 58 responses Quality of Support **Databricks** **8.7** /10 Based on 657 responses **Keboola** **9.5** /10 Based on 111 responses Has the product been a good partner in doing business? **Databricks** **8.9** /10 Based on 202 responses **Keboola** **9.0** /10 Based on 58 responses Product Direction (% positive) **Databricks** **9.6** /10 Based on 666 responses **Keboola** **8.9** /10 Based on 107 responses **Features** ratings from reviews ETL Tools **9.0** /10 Based on 219 responses **8.4** /10 Based on 75 responses DataOps Platforms **9.1** /10 Based on 102 responses **7.3** /10 Based on 16 responses Business Intelligence **8.5** /10 Based on 397 responses Not enough data Uncover more feature rated insights from real users to improve your shopping experience. See it for free Data Visualization **8.8** /10 Based on 43 responses Not enough data Analytics Platforms **9.2** /10 Based on 402 responses Not enough data Data Management Platform (DMP) Not enough data **7.3** /10 Based on 23 responses Data Extraction Not enough data **8.1** /10 Based on 72 responses Data Governance **8.8** /10 Based on 143 responses Not enough data MLOps Platforms **9.0** /10 Based on 99 responses Not enough data Data Science and Machine Learning Platforms **8.7** /10 Based on 243 responses Not enough data Data Replication Not enough data **7.6** /10 Based on 21 responses Data Warehouse **8.9** /10 Based on 240 responses Not enough data Generative AI Infrastructure **9.5** /10 Based on 27 responses Not enough data AI Agent Builders **10.0** /10 Based on 19 responses Not enough data Big Data Processing and Distribution **9.0** /10 Based on 541 responses Not enough data Big Data Analytics **8.9** /10 Based on 286 responses Not enough data Big Data **8.7** /10 Based on 366 responses Not enough data User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 15.2% Mid-Market(51-1000 emp.) 37.6% Enterprise(\> 1000 emp.) 47.2% Small-Business(50 or fewer emp.) 15.2% Mid-Market(51-1000 emp.) 37.6% Enterprise(\> 1000 emp.) 47.2% Small-Business(50 or fewer emp.) 21.2% Mid-Market(51-1000 emp.) 64.2% Enterprise(\> 1000 emp.) 14.6% Small-Business(50 or fewer emp.) 21.2% Mid-Market(51-1000 emp.) 64.2% Enterprise(\> 1000 emp.) 14.6% **Reviewers' Industry** [![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks")](https://www.g2.com/products/databricks/reviews) Databricks Information Technology and Services 13.3% Financial Services 12.0% Computer Software 7.7% Consulting 4.9% Manufacturing 4.6% Other 57.5% [![Keboola](https://images.g2crowd.com/uploads/product/hd_favicon/fd3643c9e3fe9cea0e764116aa54a7ad/keboola.svg "Keboola")](https://www.g2.com/products/keboola/reviews) Keboola Information Technology and Services 13.2% Marketing and Advertising 11.8% Retail 8.1% Media Production 7.4% Internet 5.9% Other 53.7% Alternatives **Databricks Alternatives** ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera") [ Cloudera ](/products/cloudera/reviews) ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") [ Snowflake ](/products/snowflake/reviews) ![Teradata Autonomous Knowledge Platform](https://images.g2crowd.com/uploads/product/hd_favicon/18effe7340087cf76270e479644d3e42/teradata-autonomous-knowledge-platform.svg "Teradata Autonomous Knowledge Platform") [ Teradata Autonomous Knowledge Platform ](/products/teradata-autonomous-knowledge-platform/reviews) ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") [ BigQuery ](/products/google-cloud-bigquery/reviews) **Keboola Alternatives** ![Fivetran](https://images.g2crowd.com/uploads/product/hd_favicon/1526948884/fivetran.svg "Fivetran") [ Fivetran ](/products/fivetran/reviews) ![Workato](https://images.g2crowd.com/uploads/product/hd_favicon/5e21242185438a3b63b0b3cc5eb921b0/workato.svg "Workato") [ Workato ](/products/workato/reviews) ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") [ BigQuery ](/products/google-cloud-bigquery/reviews) ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") [ Snowflake ](/products/snowflake/reviews) ## Databricks vs Keboola FAQs Generated using AI Last updated: August 16, 2026 ### What is the difference between Databricks vs Keboola? Databricks stands out for its unified data and AI platform with strong governance and collaboration, while Keboola is recognized for its simplicity, intuitive UI, and top-rated customer support. | [Databricks](https://www.g2.com/products/databricks/reviews) | [Keboola](https://www.g2.com/products/keboola/reviews) | | --- | --- | | 4.6/5 (1366 reviews) | 4.6/5 (142 reviews) | | Enterprise | Mid-Market | | 8.4 | 8.4 | | 8.8 | 9.5 | | Unified data and AI platform with strong governance and collaboration | Simplicity, intuitive UI, and top-rated customer support | ### How do the pricing models of Databricks and Keboola compare? Keboola is rated higher for price satisfaction, with reviewers noting Databricks' costs can escalate if not closely managed. - **Databricks:** Reviewers frequently mention that costs can increase rapidly if compute usage is not monitored, and the DBU model requires careful budget discipline. - **Keboola:** In recent reviews, many cite Keboola as expensive for small businesses, but also highlight its pay-as-you-go model as convenient for smaller data volumes. - **Switching reasons:** Several reviewers mention switching away from Keboola due to price increases, seeking more cost-effective alternatives like Microsoft Fabric. ### What are the best alternatives to Databricks and Keboola? The top three alternatives to Databricks and Keboola are Fivetran, Cloudera, and Snowflake. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | Costs can escalate if not monitored | Unified data and AI platform with strong governance and collaboration | | [Keboola](https://www.g2.com/products/keboola/reviews) | 4.6/5 (142 reviews) | Mid-Market | Expensive for small businesses, but convenient PAYG for small data | Simplicity, intuitive UI, and top-rated customer support | | [Fivetran](https://www.g2.com/products/fivetran/reviews) | 4.3/5 (828 reviews) | Mid-Market | — | Automated data integration and connectors | | [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | Enterprise | — | Enterprise-scale big data management | | [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.5/5 (763 reviews) | Mid-Market | — | Cloud data warehousing and scalability | ### Which Big Data Processing and Distribution features should I prioritize when comparing Databricks and Keboola? Buyers should prioritize Transformation, Integrations, Ease of Use, Data Management, and Customer Support when comparing Databricks and Keboola. - **Transformation:** Both products are frequently cited for transformation capabilities, with Keboola receiving 27 all-time mentions for features and 26 for data management. - **Integrations:** Keboola has 26 all-time mentions for integrations and 23 for easy integrations, while Databricks is frequently cited for integration with Git, Tableau, and GitHub. - **Ease of Use:** Databricks scores 8.8 and Keboola 8.6 on Ease of Use; Keboola has 35 all-time mentions for ease of use. - **Data Management:** Keboola has 26 all-time mentions for data management, while Databricks is praised for unified data governance. - **Customer Support:** Keboola scores 9.5 on Quality of Support with 25 all-time mentions, while Databricks scores 8.8. ### What are the pros and cons of Databricks vs Keboola? Databricks' headline strength is its unified data and AI platform with strong governance, while Keboola is most recognized for its simplicity and top-rated customer support. - **Databricks strengths:** Unified data and AI platform, strong governance, collaborative notebooks, broad data source connectivity, and robust AI features. - **Databricks trade-offs:** Costs can escalate if not closely managed, learning curve for new users, and some complexity in cluster management and troubleshooting. - **Keboola strengths:** Simplicity and intuitive UI (35 all-time mentions for ease of use), top-rated customer support (25 all-time mentions), strong integrations (26 all-time mentions), and easy setup (19 all-time mentions). - **Keboola trade-offs:** Pricing is considered high for small businesses, learning curve and complexity (14 and 13 all-time mentions), and some limitations in advanced ETL patterns and data lineage. ### Is Databricks or Keboola better for small businesses? Keboola is the better fit for small businesses, with reviewers highlighting its ease of use and quick onboarding for small teams. - **Databricks:** Largest segment is Enterprise; reviewers note a steeper learning curve and higher cost sensitivity for smaller organizations. - **Keboola:** Largest segment is Mid-Market; reviewers from small businesses consistently praise its easy setup, intuitive UI, and suitability for teams with limited engineering resources. ### Which Big Data Processing and Distribution platform has better integrations? Keboola is favored for integrations, with 26 all-time mentions for integrations and 23 for easy integrations. - **Databricks:** Frequently cited integrations include Git (30 all-time mentions), Tableau (10), and GitHub (7). - **Keboola:** Frequently cited integrations include Snowflake (22 all-time mentions) and Looker; reviewers highlight the wide range of connectors and easy integration setup. ### How do Databricks and Keboola compare on customer support? Keboola leads on Quality of Support with a 0.7-point advantage over Databricks (9.5 vs 8.8). - **Databricks:** Reviewers describe support as helpful and responsive, but not as consistently top-rated as Keboola. - **Keboola:** Reviewers consistently praise Keboola's customer support as fast, helpful, and a key differentiator, with 25 all-time mentions for customer support. ### Which is easier to implement, Databricks or Keboola? Databricks and Keboola are rated equally on Ease of Setup, both scoring 8.4, indicating parity in implementation experience. - **Databricks:** Reviewers describe the initial setup as straightforward and user-friendly, with onboarding aided by comprehensive documentation and a strong knowledge base. - **Keboola:** Reviewers highlight easy setup, quick onboarding, and suitability for teams with limited technical expertise, with 19 all-time mentions for easy setup. ### Which product has better Transformation? Both Databricks and Keboola are highly rated for Transformation, with Keboola receiving 27 all-time mentions for features and 26 for data management. - **Databricks:** Reviewers frequently cite robust transformation capabilities, collaborative notebooks, and strong data governance; Meets Requirements score is 9.0. - **Keboola:** Transformation is a core strength, with 27 all-time mentions for features, 26 for data management, and 13 for data integration; Meets Requirements score is 8.7.