Link copied to clipboard # Databricks vs Snowflake Comparison - What are their main differences? Share [ Export ](/compare/databricks/snowflake/export.csv) DatabricksSnowflake[+ Add Product](#) Pricing **Databricks** Free Trial No pricing available **Snowflake** Free Trial **$2** Compute/Hour · Standard **Pricing Insights** from reviews Time to Implement **Databricks** 4 months Based on 5 responses **Snowflake** 3 monthsFaster Based on 18 responses Return on Investment **Databricks** 12 months Based on 5 responses **Snowflake** 12 months Based on 13 responses Perceived Cost **Databricks** $$$$$ **Snowflake** $$$$$ Average Discount **Databricks** 14% **Snowflake** 14% ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") 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 **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) **Snowflake** [ Ease of Use (183) ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1116325&qs=pros-and-cons#reviews)[ Features (118) ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1109742&qs=pros-and-cons#reviews)[ Expensive (91) ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1108150&qs=pros-and-cons#reviews)[ Feature Limitations (54) ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1114934&qs=pros-and-cons#reviews) 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) **Snowflake** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_47b9d3e7c4b84274ac40b4dc6d693327/adverity.png "Product Avatar Image") Adverity ](https://www.g2.com/products/adverity/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_d8d487b67574b56a5ad57a2f0f159a30/airtable.jpg "Product Avatar Image") Airtable ](https://www.g2.com/products/airtable/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_cacdec8b8edeace9b3c89e0c2cded695/amazon-ec2.jpg "Product Avatar Image") Amazon EC2 ](https://www.g2.com/products/amazon-ec2/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)[ View all ](https://www.g2.com/products/snowflake/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) **Snowflake** ![Snowflake 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/89744/Screenshot-1b-Idealized.png) **Ratings** from reviews Meets Requirements **Databricks** 9.0 9.0671 **Snowflake** 9.1 9.1583 Ease of Use **Databricks** 8.8 8.81,052 **Snowflake** 9.0 9.0621 Ease of Setup **Databricks** 8.4 8.4900 **Snowflake** 9.0 9.0405 Ease of Admin **Databricks** 8.4 8.4198 **Snowflake** 8.7 8.7216 Quality of Support **Databricks** 8.7 8.7653 **Snowflake** 8.7 8.7534 Has the product been a good partner in doing business? **Databricks** 8.9 8.9201 **Snowflake** 9.0 9.0218 Product Direction (% positive) **Databricks** 9.6 9.6661 **Snowflake** 9.3 9.3549 **Features** ratings from reviews Data Warehouse 8.9 239 8.8 294 MLOps Platforms 9.0 99 9.2 14 Data Science and Machine Learning Platforms 8.7 243 8.7 40 Big Data Processing and Distribution 9.0 538 9.1 120 Big Data Analytics 8.9 286 9.0 108 Business Intelligence 8.5 397 Not enough data Analytics Platforms 9.2 402 Not enough data Data Visualization 8.8 43 Not enough data Data Governance 8.8 143 Not enough data DataOps Platforms 9.1 101 Not enough data Data Clean Room Not enough data 9.2 28 AI Agent Builders 10.0 16 Not enough data Database Management Systems (DBMS) Not enough data 9.2 110 ETL Tools 9.0 218 Not enough data Generative AI Infrastructure 9.5 25 Not enough data Columnar Databases Not enough data 9.2 53 Big Data 8.7 366 Not enough data User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 15.2% Mid-Market(51-1000 emp.) 37.5% Enterprise(\> 1000 emp.) 47.4% Small-Business(50 or fewer emp.) 15.2% Mid-Market(51-1000 emp.) 37.5% Enterprise(\> 1000 emp.) 47.4% Small-Business(50 or fewer emp.) 13.0% Mid-Market(51-1000 emp.) 44.9% Enterprise(\> 1000 emp.) 42.2% Small-Business(50 or fewer emp.) 13.0% Mid-Market(51-1000 emp.) 44.9% Enterprise(\> 1000 emp.) 42.2% **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 13.2% Financial Services 12.1% Computer Software 7.8% Consulting 4.9% Manufacturing 4.6% Other 57.5% [![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake")](https://www.g2.com/products/snowflake/reviews) Snowflake Information Technology and Services 15.0% Computer Software 14.0% Financial Services 10.2% Marketing and Advertising 4.7% Hospital & Health Care 3.3% Other 52.7% FAQs ## Databricks vs Snowflake FAQs Generated using AI Last updated: August 14, 2026 ### What is the difference between Databricks vs Snowflake? Databricks and Snowflake are both highly rated Big Data Processing and Distribution platforms, but Databricks is most distinguished by its unified data and AI platform with strong collaborative features, while Snowflake stands out for its ease of use and cloud-native data warehousing capabilities. | [Databricks](https://www.g2.com/products/databricks/reviews) | [Snowflake](https://www.g2.com/products/snowflake/reviews) | | --- | --- | | G2 Rating (reviews) | 4.6/5 (1366 reviews) | 4.6/5 (763 reviews) | | Largest Segment | Enterprise | Enterprise | | Ease of Setup score | 8.4 | 9.0 | | Quality of Support score | 8.8 | 8.7 | | Top Reviewer-Cited Strength | Unified data and AI platform with collaborative notebooks and strong governance (Unity Catalog) | Separation of storage and compute, high ease of use, and fast, scalable analytics | ### How do the pricing models of Databricks and Snowflake compare? Snowflake is rated higher for value with a Price/Cost satisfaction score advantage over Databricks. - **Databricks:** Reviewers note that costs can climb quickly if cluster policies and auto-scaling are not managed, and budget discipline is required to avoid unexpected spend. - **Snowflake:** Reviewers appreciate the pay-as-you-go model and the ability to optimize costs by scaling compute and storage independently, but also caution that costs can spike if resources are not monitored or queries are inefficient. - **Switching reasons:** In recent reviews, buyers cite Snowflake's cost control and ease of scaling as key reasons for switching from other platforms. ### What are the best alternatives to Databricks and Snowflake? The top three alternatives to Databricks and Snowflake are Cloudera, Teradata Autonomous Knowledge Platform, and no third alternative is supported in the data. | 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 | Reviewers note costs can rise quickly if not managed | Unified data and AI platform with collaborative features | | [Snowflake](https://www.g2.com/products/snowflake/reviews) | 4.6/5 (763 reviews) | Enterprise | Reviewers appreciate cost optimization but warn of spikes if not monitored | Separation of storage and compute, ease of use, and fast analytics | | [Cloudera](https://www.g2.com/products/cloudera/reviews) | 4.1/5 (136 reviews) | Enterprise | — | Enterprise-grade big data management and analytics | | [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) | 4.3/5 (376 reviews) | Enterprise | — | Scalable analytics and data warehousing for large enterprises | ### Which Big Data Processing and Distribution features should I prioritize when comparing Databricks and Snowflake? Buyers should prioritize ease of setup, integration capabilities, governance and security, scalability, and AI/ML support when comparing Databricks and Snowflake. - **Ease of Setup:** Databricks scores 8.4, Snowflake scores 9.0. - **Integration Capabilities:** Databricks integrates with Git (30 all-time mentions), Tableau (10), and GitHub (7); Snowflake integrates with Tableau (31), Looker (11), and Airtable (1). - **Governance and Security:** Databricks reviewers highlight Unity Catalog for centralized governance; Snowflake reviewers cite strong RBAC and dynamic masking features. - **Scalability:** Snowflake reviewers consistently mention elastic scaling and separation of compute and storage; Databricks reviewers highlight cluster autoscaling and unified data lakehouse architecture. - **AI/ML Support:** Databricks is frequently cited for AI and ML workflows, collaborative notebooks, and Genie AI features; Snowflake reviewers mention Cortex AI and built-in AI integrations. ### What are the pros and cons of Databricks vs Snowflake? Databricks' headline strength is its unified data and AI platform, while Snowflake's is its ease of use and scalable cloud-native architecture. - **Databricks strengths:** Unified platform for data engineering, analytics, and AI; collaborative notebooks; strong governance with Unity Catalog; broad integration options; fast data processing; and flexible cluster management. - **Databricks trade-offs:** Reviewers note a steep learning curve for new users, cost management challenges with the DBU model, and occasional UI complexity. - **Snowflake strengths:** High ease of use (9.0), separation of storage and compute for cost optimization, fast query performance, elastic scaling, strong integration with BI and data engineering tools, and secure data sharing. - **Snowflake trade-offs:** Reviewers highlight cost spikes if compute is not monitored, a learning curve for advanced features, and some limitations for unstructured data and real-time streaming. ### Is Databricks or Snowflake better for small businesses? Snowflake is the better fit for small businesses, as indicated by its higher Ease of Setup (9.0) and Ease of Use (9.0) scores and positive small-business reviewer sentiment. - **Databricks:** Largest segment is Enterprise; reviewers in smaller organizations mention a steeper learning curve and more complex setup for new users. - **Snowflake:** Largest segment is Enterprise, but small-business reviewers consistently praise its intuitive setup, ease of use, and quick onboarding. ### Which Big Data Processing and Distribution platform has better integrations? Snowflake is favored for integrations, with more reviewer-cited integration mentions and broader BI tool support. - **Databricks:** Integrates with Git (30 all-time mentions), Tableau (10), and GitHub (7). - **Snowflake:** Integrates with Tableau (31 all-time mentions), Looker (11), and Airtable (1). ### How do Databricks and Snowflake compare on customer support? Databricks and Snowflake are rated nearly identically on Quality of Support, with Databricks at 8.8 and Snowflake at 8.7, indicating parity. - **Databricks:** Reviewers describe helpful support teams, smooth onboarding, and responsive assistance during setup and troubleshooting. - **Snowflake:** Reviewers highlight efficient and available technical support, helpful onboarding, and responsive assistance for both setup and ongoing use. ### Which is easier to implement, Databricks or Snowflake? Snowflake is easier to implement, with a 0.6-point advantage in Ease of Setup (9.0 vs 8.4) and a 0.2-point advantage in Ease of Admin (8.6 vs 8.4). - **Databricks:** Reviewers mention a learning curve for new users and more complex initial setup, but also note that onboarding is straightforward once familiar with the platform. - **Snowflake:** Reviewers consistently praise the fast, simple setup, minimal configuration, and clear documentation, enabling teams to get started quickly. ### Which product has better Cloud? Cloud is the most frequently mentioned feature across both Databricks and Snowflake reviews. - **Databricks:** Reviewers highlight its cloud-based architecture, unified data lakehouse, and flexible cloud deployment options. - **Snowflake:** Reviewers consistently cite its cloud-native design, separation of storage and compute, and strong performance on major cloud platforms. Alternatives **Databricks Alternatives** ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera") [ Cloudera ](/products/cloudera/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) ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews) **Snowflake Alternatives** ![Cloudera](https://images.g2crowd.com/uploads/product/hd_favicon/dcfb9e6879febb34cef773ddde921835/cloudera.svg "Cloudera") [ Cloudera ](/products/cloudera/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) ![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) ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/reviews)