Link copied to clipboard # Soda vs dbt Comparison - What are their main differences? Share [ Export ](/compare/soda/dbt/export.csv) Sodadbt[+ Add Product](#) Pricing **Soda** Free Trial **$0.00** 3 Production Datasets Per Month · Free **$750.00** 20 Production Datasets Per Month · Team **Contact Us** Per Year · Enterprise **dbt** Free Trial No pricing available **Pricing Insights** from reviews Perceived Cost **Soda** $$$$$ **dbt** $$$$$ Average Discount **Soda** 10% **dbt** 11%1% more Uncover valuable pricing insights from real user feedback to improve your shopping experience. See it for free Time to Implement **Soda** 6 months Based on 100 responses **dbt** 6 months Based on 100 responses Return on Investment **Soda** 6 months Based on 100 responses **dbt** 6 months Based on 100 responses ![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda") ![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt") 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 **Soda** [ Data Quality (2) ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045350&qs=pros-and-cons#reviews)[ Customer Support (1) ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045844&qs=pros-and-cons#reviews)[ Limited Functionality (2) ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1045534&qs=pros-and-cons#reviews)[ Access Control (1) ](https://www.g2.com/products/soda/reviews?filters%5Bsentiment_snippet%5D=1046397&qs=pros-and-cons#reviews) **dbt** [ Ease of Use (38) ](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1930388&qs=pros-and-cons#reviews)[ Features (22) ](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1930019&qs=pros-and-cons#reviews)[ Limited Functionality (14) ](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1930756&qs=pros-and-cons#reviews)[ Dependency Issues (12) ](https://www.g2.com/products/dbt/reviews?filters%5Bsentiment_snippet%5D=1932889&qs=pros-and-cons#reviews) Integrations **Soda** Not enough data **dbt** [ ![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_dc218a7b4e898f9384267cbd98b09aa8/apache-airflow.jpg "Product Avatar Image") Apache Airflow ](https://www.g2.com/products/apache-airflow/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_13aba37ae908d9cf29a2452925257ccc/azure-databricks.jpeg "Product Avatar Image") Azure Databricks ](https://www.g2.com/products/azure-databricks/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_de2aec2900c83942b05e5256568f5444/fivetran.jpg "Product Avatar Image") Fivetran ](https://www.g2.com/products/fivetran/reviews)[ View all ](https://www.g2.com/products/dbt/integrations) **Ratings** from reviews Meets Requirements **Soda** **8.7** /10 Based on 49 responses **dbt** **9.2** /10 Based on 155 responses Ease of Use **Soda** **8.5** /10 Based on 50 responses **dbt** **9.0** /10 Based on 158 responses Ease of Setup **Soda** **8.4** /10 Based on 29 responses **dbt** **8.6** /10 Based on 97 responses Ease of Admin **Soda** **8.6** /10 Based on 22 responses **dbt** **8.5** /10 Based on 60 responses Quality of Support **Soda** **8.7** /10 Based on 49 responses **dbt** **8.8** /10 Based on 126 responses Has the product been a good partner in doing business? **Soda** **8.9** /10 Based on 22 responses **dbt** **8.6** /10 Based on 54 responses Product Direction (% positive) **Soda** **9.0** /10 Based on 49 responses **dbt** **9.6** /10 Based on 141 responses **Features** ratings from reviews Data Quality **7.9** /10 Based on 44 responses **8.4** /10 Based on 52 responses Data Preparation Not enough data **8.7** /10 Based on 60 responses ETL Tools Not enough data **9.1** /10 Based on 49 responses Uncover more feature rated insights from real users to improve your shopping experience. See it for free DataOps Platforms Not enough data **8.2** /10 Based on 71 responses Data Warehouse Automation Not enough data **8.7** /10 Based on 42 responses Data Observability **8.2** /10 Based on 24 responses Not enough data Big Data Analytics Not enough data **8.8** /10 Based on 42 responses User Insights **Reviewers' Company Size** Small-Business(50 or fewer emp.) 16.4% Mid-Market(51-1000 emp.) 43.6% Enterprise(\> 1000 emp.) 40.0% Small-Business(50 or fewer emp.) 16.4% Mid-Market(51-1000 emp.) 43.6% Enterprise(\> 1000 emp.) 40.0% Small-Business(50 or fewer emp.) 27.1% Mid-Market(51-1000 emp.) 56.5% Enterprise(\> 1000 emp.) 16.4% Small-Business(50 or fewer emp.) 27.1% Mid-Market(51-1000 emp.) 56.5% Enterprise(\> 1000 emp.) 16.4% **Reviewers' Industry** [![Soda](https://images.g2crowd.com/uploads/product/hd_favicon/e638e91488c4eb39ed2012d3148576e6/soda-data.svg "Soda")](https://www.g2.com/products/soda/reviews) Soda Information Technology and Services 21.8% Computer Software 18.2% Consulting 16.4% Financial Services 9.1% Retail 3.6% Other 30.9% [![dbt](https://images.g2crowd.com/uploads/product/hd_favicon/fb5962d21f726bb78733c336e00ac3ef/dbt.svg "dbt")](https://www.g2.com/products/dbt/reviews) dbt Information Technology and Services 19.5% Computer Software 16.6% Financial Services 9.8% Retail 4.9% Marketing and Advertising 4.9% Other 44.4% Alternatives **Soda Alternatives** ![Monte Carlo](https://images.g2crowd.com/uploads/product/hd_favicon/4ee77be496500644e055bc774924d023/monte-carlo.svg "Monte Carlo") [ Monte Carlo ](/products/monte-carlo/reviews) ![Great Expectations](https://images.g2crowd.com/uploads/product/hd_favicon/321f1fcf10cf80906774d79401375343/great-expectations.svg "Great Expectations") [ Great Expectations ](/products/great-expectations/reviews) ![Anomalo](https://images.g2crowd.com/uploads/product/hd_favicon/40db1259c5ed0bc7a1b41544f2917478/anomalo.svg "Anomalo") [ Anomalo ](/products/anomalo/reviews) ![Demandbase One](https://images.g2crowd.com/uploads/product/hd_favicon/c774a027c587be17b366c706735319c9/demandbase-one.svg "Demandbase One") [ Demandbase One ](/products/demandbase-one/reviews) **dbt Alternatives** ![Informatica Data Integration and Engineering](https://images.g2crowd.com/uploads/product/hd_favicon/eaeeee6c0a3c3277745fafafb5e2f6c9/informatica-data-integration-and-engineering.svg "Informatica Data Integration and Engineering") [ Informatica Data Integration and Engineering ](/products/informatica-data-integration-and-engineering/reviews) ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") [ Databricks ](/products/databricks/reviews) ![Alteryx](https://images.g2crowd.com/uploads/product/hd_favicon/5200f776b24b5976b8f7d151d1d2e8fd/alteryx.svg "Alteryx") [ Alteryx ](/products/alteryx/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) ## Soda vs dbt FAQs Generated using AI Last updated: August 16, 2026 ### What is the difference between dbt vs Soda? dbt and Soda differ most clearly in their G2 ratings and reviewer-cited strengths, with dbt leading in transformation and automation, while Soda is favored for data quality and ease of use. | [dbt](https://www.g2.com/products/dbt/reviews) | [Soda](https://www.g2.com/products/soda/reviews) | | --- | --- | | 4.7/5 (209 reviews) | 4.4/5 (55 reviews) | | Mid-Market | Mid-Market | | 8.6 | 8.4 | | 8.8 | 8.7 | | Transformation (16 all-time mentions) | Data Quality (2 all-time mentions) | ### How do the pricing models of dbt and Soda compare? dbt is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to Soda. - **dbt:** Reviewers frequently highlight dbt's predictable and economical pricing, with several noting that dbt Cloud is inexpensive and self-hosted dbt is free. - **Soda:** Recent reviews mention that Soda Core is free and open-source, but advanced features require a commercial license, and the cloud offering is described as expensive. - **Switching reasons:** Reviewers cite dbt's lower cost and open-source flexibility as key reasons for adoption over other platforms. ### What are the best alternatives to dbt and Soda? The top 3 alternatives to dbt and Soda are Monte Carlo, Databricks, and Alteryx. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [dbt](https://www.g2.com/products/dbt/reviews) | 4.7/5 (209 reviews) | Mid-Market | Reviewers highlight predictable and economical pricing | Transformation (16 all-time mentions) | | [Soda](https://www.g2.com/products/soda/reviews) | 4.4/5 (55 reviews) | Mid-Market | Open-source core is free, advanced features require a license | Data Quality (2 all-time mentions) | | [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) | 4.3/5 (536 reviews) | — | — | — | | [Databricks](https://www.g2.com/products/databricks/reviews) | 4.6/5 (1366 reviews) | Enterprise | — | — | | [Alteryx](https://www.g2.com/products/alteryx/reviews) | 4.6/5 (894 reviews) | Enterprise | — | — | ### Which DataOps Platforms features should I prioritize when comparing dbt and Soda? Buyers comparing dbt and Soda should prioritize Transformation, Data Quality, Ease of Use, Integrations, and Automation. - **Transformation:** dbt (16 all-time mentions), Soda (recent reviews highlight data quality checks post-transformation) - **Data Quality:** dbt (14 all-time mentions), Soda (2 all-time mentions, plus frequent recent praise for data quality features) - **Ease of Use:** dbt (34 all-time mentions), Soda (recent reviews highlight intuitive interface and ease of use) - **Integrations:** dbt (12 all-time mentions, especially with Snowflake), Soda (recent reviews cite integrations with Airflow, Databricks, Salesforce, S3, BigQuery) - **Automation:** dbt (17 all-time mentions), Soda (recent reviews mention automated data quality checks and alerting) ### What are the pros and cons of dbt vs Soda? dbt's headline strength is transformation and automation, while Soda's is data quality and ease of use. - **dbt strengths:** Transformation (16 all-time mentions), Automation (17), Ease of Use (34), Features (21), Data Quality (14), Productivity Improvement (14), Integrations (12), SQL Usage (12), Documentation Quality (11), Easy Setup (11) - **dbt trade-offs:** Limited Functionality (13), Dependency Issues (12), Steep Learning Curve (10), Error Handling (9) - **Soda strengths:** Data Quality (2), Customer Support (1), Customization (1), Data Management (1), Ease of Use (1), Flexibility (1), Insights (1), Slack Integration (1), User Interface (1) - **Soda trade-offs:** Limited Functionality (2), Access Control (1), Access Issues (1), Data Management Issues (1), Limited Features (1) ### Is dbt or Soda better for small businesses? dbt is the better fit for small businesses, as both products' largest reviewer segment is Mid-Market, but dbt's recent reviews highlight straightforward setup and economical pricing for smaller teams. - **dbt:** Largest segment is Mid-Market; reviewers note easy setup, low cost for self-hosted environments, and suitability for teams with SQL skills. - **Soda:** Largest segment is Mid-Market; reviewers highlight ease of use and open-source accessibility, but advanced features require a commercial license. ### Which DataOps Platforms platform has better integrations? dbt and Soda are both highly rated for integrations, with dbt favored for Snowflake and Soda for broader data stack compatibility. - **dbt:** Snowflake integration is cited in 22 all-time reviews, with additional mentions of easy integration with other major data warehouses. - **Soda:** Recent reviews highlight integrations with Airflow, Databricks, Salesforce, S3, and BigQuery, with frequent praise for ease of connecting to multiple data sources and orchestration tools. ### How do dbt and Soda compare on customer support? dbt and Soda are rated in near-parity for Quality of Support, with dbt at 8.8 and Soda at 8.7. - **dbt:** Reviewers consistently describe responsive support, helpful onboarding, and accessible documentation, with several noting quick resolution of support tickets. - **Soda:** Reviewers praise Soda's support team, especially via Slack and community channels, with multiple mentions of high-quality responses and rapid bug resolution. ### Which is easier to implement, dbt or Soda? dbt and Soda score within 0.2 points on Ease of Setup, with dbt at 8.6 and Soda at 8.4, indicating near-parity in implementation experience. - **dbt:** Reviewers frequently cite straightforward setup, especially for teams familiar with SQL, and highlight helpful documentation and onboarding resources. - **Soda:** Reviewers describe easy initial setup, minimal configuration, and rapid integration with existing data pipelines, especially for Airflow and Databricks users. ### Which product has better Transformation? dbt is the stronger product for Transformation, with more reviewer-cited strengths and higher mention counts. - **dbt:** Transformation (16 all-time mentions), Meets Requirements score 9.2, frequent praise for SQL-based data modeling and automation of transformation workflows. - **Soda:** Transformation is not a top-cited theme; reviewers focus on data quality checks post-transformation rather than transformation itself.