Link copied to clipboard # Alteryx vs Databricks Comparison - What are their main differences? Share [ Export ](/compare/alteryx/databricks/export.csv) AlteryxDatabricks[+ Add Product](#) Pricing **Alteryx** Free Trial **$3,000.00** 1 User Per Year ยท Starter Edition **Databricks** Free Trial No pricing available **Pricing Insights** from reviews Time to Implement **Alteryx** 3 monthsFaster Based on 9 responses **Databricks** 4 months Based on 5 responses Return on Investment **Alteryx** 10 months2 months sooner Based on 8 responses **Databricks** 12 months Based on 5 responses Perceived Cost **Alteryx** $$$$$ **Databricks** $$$$$ Average Discount **Alteryx** 20%6% more **Databricks** 14% ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") G2 offers free advice on this comparison. Chat with an expert How would you like to receive Software Advice? ![](/assets/advisor_router/laptop_form-f1a7012279826105416befde8d882ffc7589b1f9db09c93a1379d601cafe8e0d.svg) FormAnswer questions at your own pace, no call required. ![](/assets/advisor_router/ai_agent-4d78629a3ba354fed449a65c60df3a6f2eda90fb98411b711df4b25d7be52a38.svg) AI AgentChat live and get a recommendation in minutes. ![](/assets/advisor_router/phone_call_picker-c48821ec36f4182d8ee3e54cfbd3937500eec54d7b7e0cfb80dc80a8a733842f.svg) Phone CallTalk it through live with a software advisor. **Pros & Cons** from reviews **Alteryx** [ Ease of Use (333) ](https://www.g2.com/products/alteryx/reviews?filters%5Bsentiment_snippet%5D=1839067&qs=pros-and-cons#reviews)[ Automation (148) ](https://www.g2.com/products/alteryx/reviews?filters%5Bsentiment_snippet%5D=1839671&qs=pros-and-cons#reviews)[ Expensive (88) ](https://www.g2.com/products/alteryx/reviews?filters%5Bsentiment_snippet%5D=1839564&qs=pros-and-cons#reviews)[ Learning Curve (80) ](https://www.g2.com/products/alteryx/reviews?filters%5Bsentiment_snippet%5D=1838047&qs=pros-and-cons#reviews) **Databricks** [ Features (192) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1559079&qs=pros-and-cons#reviews)[ Ease of Use (155) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1558560&qs=pros-and-cons#reviews)[ Learning Curve (78) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1555470&qs=pros-and-cons#reviews)[ Expensive (71) ](https://www.g2.com/products/databricks/reviews?filters%5Bsentiment_snippet%5D=1559029&qs=pros-and-cons#reviews) Integrations **Alteryx** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f176b4154a751d10150daa67a57b7dc5/azure-blob-storage.jpg "Product Avatar Image") Azure Blob Storage ](https://www.g2.com/products/azure-blob-storage/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_4451f5e8d6b9dc137804ec07e5c49a08/cloud-datagenius.png "Product Avatar Image") Cloud DataGenius ](https://www.g2.com/products/cloud-datagenius/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b7b3793b61c95945921ea0ce17b52be1/collibra.png "Product Avatar Image") Collibra ](https://www.g2.com/products/collibra/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks ](https://www.g2.com/products/databricks/reviews)[ View all ](https://www.g2.com/products/alteryx/integrations) **Databricks** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image") Amazon Redshift ](https://www.g2.com/products/amazon-redshift/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_0148ca76408710a295015ec26b43fd3e/amazon-relational-database-service-rds.jpg "Product Avatar Image") Amazon Relational Database... ](https://www.g2.com/products/amazon-relational-database-service-rds/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-s3-glacier.jpg "Product Avatar Image") Amazon S3 Glacier ](https://www.g2.com/products/amazon-s3-glacier/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_dc218a7b4e898f9384267cbd98b09aa8/apache-airflow.jpg "Product Avatar Image") Apache Airflow ](https://www.g2.com/products/apache-airflow/reviews)[ View all ](https://www.g2.com/products/databricks/integrations) Screenshots **Alteryx** ![Alteryx 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/1853153/Orchestrator-Flow.png) **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) **Ratings** from reviews Meets Requirements **Alteryx** 8.8 8.8411 **Databricks** 9.0 9.0672 Ease of Use **Alteryx** 8.7 8.7735 **Databricks** 8.8 8.81,053 Ease of Setup **Alteryx** 8.5 8.5524 **Databricks** 8.4 8.4901 Ease of Admin **Alteryx** 8.3 8.3101 **Databricks** 8.4 8.4199 Quality of Support **Alteryx** 8.5 8.5384 **Databricks** 8.7 8.7654 Has the product been a good partner in doing business? **Alteryx** 8.8 8.8104 **Databricks** 8.9 8.9202 Product Direction (% positive) **Alteryx** 9.0 9.0378 **Databricks** 9.6 9.6662 **Features** ratings from reviews Business Intelligence 7.9 439 8.5 398 Analytics Platforms 8.5 475 9.2 403 ETL Tools 9.0 41 9.0 218 Data Science and Machine Learning Platforms 8.0 70 8.7 243 Big Data Analytics 8.5 116 8.9 286 Big Data 8.4 251 8.8 367 Data Visualization Not enough data 8.8 43 Data Governance Not enough data 8.8 143 DataOps Platforms Not enough data 9.1 101 Location Intelligence 8.6 35 Not enough data AI Agent Builders Not enough data 10.0 16 Agentic Analytics 9.8 26 Not enough data Data Warehouse Not enough data 8.9 239 Data Preparation 8.7 265 Not enough data MLOps Platforms Not enough data 9.0 99 Generative AI Infrastructure Not enough data 9.5 25 Big Data Processing and Distribution Not enough data 9.0 539 Predictive Analytics 8.3 92 Not enough data User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 17.6% Mid-Market(51-1000 emp.) 20.7% Enterprise(\> 1000 emp.) 61.7% Small-Business(50 or fewer emp.) 17.6% Mid-Market(51-1000 emp.) 20.7% Enterprise(\> 1000 emp.) 61.7% Small-Business(50 or fewer emp.) 15.1% Mid-Market(51-1000 emp.) 37.5% Enterprise(\> 1000 emp.) 47.3% Small-Business(50 or fewer emp.) 15.1% Mid-Market(51-1000 emp.) 37.5% Enterprise(\> 1000 emp.) 47.3% **Reviewers' Industry** [![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx")](https://www.g2.com/products/alteryx/reviews) Alteryx Financial Services 11.8% Accounting 10.7% Information Technology and Services 7.6% Banking 6.4% Insurance 4.3% Other 59.2% [![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 7.8% Consulting 4.9% Manufacturing 4.6% Other 57.4% FAQs ## Alteryx vs Databricks FAQs Generated using AI Last updated: August 15, 2026 ### What is the difference between Alteryx vs Databricks? Alteryx and Databricks both target enterprise analytics, but Alteryx is favored for its low-code, drag-and-drop workflow automation, while Databricks is recognized for its unified data and AI platform with strong collaboration and governance features. | [Alteryx](https://www.g2.com/products/alteryx/reviews) | [Databricks](https://www.g2.com/products/databricks/reviews) | | --- | --- | | 4.6/5 (894 reviews) | 4.6/5 (1366 reviews) | | Enterprise | Enterprise | | 8.5 | 8.4 | | 8.5 | 8.8 | | Low-code, drag-and-drop workflow automation for data preparation and reporting | Unified data and AI platform with collaborative notebooks, strong governance, and scalable analytics | ### How do the pricing models of Alteryx and Databricks compare? Databricks is rated higher for value, with a stronger Price/Cost satisfaction score than Alteryx. - **Alteryx:** In recent reviews, many cite Alteryx's licensing costs as high, especially for small teams or individual users, and note that the price can be a barrier compared to open-source or lower-cost alternatives. - **Databricks:** Reviewers highlight Databricks' pay-for-what-you-use model and serverless compute as cost-efficient, though some caution that costs can rise quickly if compute usage is not closely monitored. - **Switching reasons:** Reviewers mention switching to Databricks for its unified platform and scalable pricing, while Alteryx's high licensing cost is a common reason for seeking alternatives. ### What are the best alternatives to Alteryx and Databricks? The top three alternatives to Alteryx and Databricks are Cloudera, Domo, and Tableau. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | Licensing costs are high, especially for small teams | Low-code, drag-and-drop workflow automation for data preparation and reporting | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | Pay-for-what-you-use model, but costs can rise if not monitored | Unified data and AI platform with collaborative notebooks, strong governance, and scalable analytics | | [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | Enterprise | โ€” | Enterprise-grade data management and analytics | | [Domo](https://www.g2.com/products/domo/reviews) | 4.3/5 (1085 reviews) | Mid-Market | โ€” | Business intelligence and dashboarding for non-technical users | | [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3787 reviews) | Enterprise | โ€” | Advanced data visualization and interactive dashboards | ### Which Analytics Platforms features should I prioritize when comparing Alteryx and Databricks? Buyers should prioritize workflow automation, collaboration, governance, integration capabilities, and analysis features when comparing Alteryx and Databricks. - **Workflow automation:** Alteryx is frequently cited for its low-code, drag-and-drop workflow builder, making automation accessible to non-programmers. - **Collaboration:** Databricks is recognized for collaborative notebooks and real-time teamwork, with reviewers highlighting its ability to support multiple users in shared environments. - **Governance:** Databricks reviewers consistently mention Unity Catalog and centralized governance as key strengths for managing permissions and data lineage. - **Integration capabilities:** Alteryx integrates with Tableau (71 all-time mentions) and Snowflake (8 all-time mentions); Databricks integrates with Git (30 all-time mentions), Tableau (10), and GitHub (7). - **Analysis:** Both products are highly rated for analysis, with Databricks scoring 9.0 and Alteryx 8.8 on Meets Requirements. ### What are the pros and cons of Alteryx vs Databricks? Alteryx's headline strength is low-code workflow automation, while Databricks excels in unified analytics and collaboration. - **Alteryx strengths:** Drag-and-drop workflow builder, low-code automation, rapid data preparation, and strong integration with visualization tools. - **Alteryx trade-offs:** High licensing costs, performance slowdowns with very large datasets, Windows-only native support, and a learning curve for advanced features. - **Databricks strengths:** Unified data and AI platform, collaborative notebooks, strong governance with Unity Catalog, scalable analytics, and pay-for-what-you-use pricing. - **Databricks trade-offs:** Costs can rise quickly if compute usage is not monitored, learning curve for new users, and some reviewers note challenges with onboarding and documentation. ### Is Alteryx or Databricks better for small businesses? Neither Alteryx nor Databricks is primarily focused on small businesses, but both are most widely adopted in the enterprise segment. - **Alteryx:** Largest segment is Enterprise; reviewers note high licensing costs as a barrier for small businesses and highlight that the platform is best suited for larger teams with complex data needs. - **Databricks:** Largest segment is Enterprise; reviewers describe Databricks as a comprehensive platform with scalable pricing, but also mention that the learning curve and governance features are tailored for larger organizations. ### Which Analytics Platforms platform has better integrations? Databricks is favored for integrations, with more reviewer-cited integration partners and higher all-time mention counts. - **Alteryx:** Integrates with Tableau (71 all-time mentions) and Snowflake (8 all-time mentions). - **Databricks:** Integrates with Git (30 all-time mentions), Tableau (10), and GitHub (7). ### How do Alteryx and Databricks compare on customer support? Databricks scores higher on Quality of Support (8.8 vs. 8.5), indicating a material advantage over Alteryx. - **Alteryx:** Reviewers describe support as generally helpful, though some mention delays in feedback and response, and note that onboarding and template resources could be improved. - **Databricks:** Reviewers consistently highlight strong support experiences, smooth onboarding, and a helpful community, with several noting efficient resolution of setup and operational issues. ### Which is easier to implement, Alteryx or Databricks? Alteryx and Databricks are at parity on Ease of Setup, with scores of 8.5 and 8.4 respectively. - **Alteryx:** Reviewers describe setup as straightforward for basic workflows, with a visual interface that helps non-programmers get started, though advanced features and large-scale deployments can require more time and training. - **Databricks:** Reviewers note that initial setup is generally easy, especially for cloud-based deployments, but mention a learning curve for advanced configurations and governance settings. ### Which product has better Analysis? Databricks is rated higher for Analysis, with a Meets Requirements score of 9.0 compared to Alteryx's 8.8. - **Alteryx:** Meets Requirements score: 8.8; reviewers highlight its automation and data preparation capabilities for analysis. - **Databricks:** Meets Requirements score: 9.0; reviewers cite its unified analytics, collaborative notebooks, and scalable processing as key strengths for analysis. Alternatives **Alteryx Alternatives** ![Domo](https://images.g2crowd.com/uploads/product/hd_favicon/4addbaa38068707b69040d20adb0fbc5/domo.svg "Domo") [ Domo ](/products/domo/reviews) ![Dataiku](https://images.g2crowd.com/uploads/product/hd_favicon/3fe6cc82516a2babaa3dfd8f9dfcc4b3/dataiku.svg "Dataiku") [ Dataiku ](/products/dataiku/reviews) ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg "Tableau") [ Tableau ](/products/tableau/reviews) ![KNIME](https://images.g2crowd.com/uploads/product/hd_favicon/8a540cdf83a0e7e7937efe634c6ab64f/knime-analytics-platform.svg "KNIME") [ KNIME ](/products/knime-analytics-platform/reviews) **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)