--- title: Vanna AI Reviews meta\_title: 'Vanna AI Reviews 2026: Details, Pricing, & Features | G2' meta\_description: Filter reviews by the users' company size, role or industry to find out how Vanna AI works for a business like yours. aggregate\_rating: rating\_value: 4.5 review\_count: 2 scale: '5' date\_modified: '2026-07-17' parent\_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- ### Vanna AI Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users appreciate the **accuracy of responses** from Vanna AI, which enhances efficiency and simplifies database queries. [(2 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986596&qs=pros-and-cons#reviews) Users appreciate the **natural language to SQL conversion** feature of Vanna AI, which saves time and enhances productivity. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986591&qs=pros-and-cons#reviews) Users appreciate the **ease of use** of Vanna AI, enabling non-technical users to query databases easily. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299431&qs=pros-and-cons#reviews) Users value the **high memory retention** of Vanna AI, ensuring accurate responses to their plain language queries. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299469&qs=pros-and-cons#reviews) Users value the **ease of querying with plain language** and accurate results provided by Vanna AI. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299513&qs=pros-and-cons#reviews) Users find the **complexity issues** of Vanna AI lead to incorrect queries and unsatisfactory visualizations. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986593&qs=pros-and-cons#reviews) Users report **inaccurate results** due to complex scenarios generating incorrect queries, impacting the overall experience. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986589&qs=pros-and-cons#reviews) Users find the **limited multimedia support** of Vanna AI results in basic visualizations and incorrect query outputs. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986598&qs=pros-and-cons#reviews) Users find the **poor coding** of Vanna AI requires significant effort for model training and interface refinement. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299569&qs=pros-and-cons#reviews) Users find the **poor interface design** of Vanna AI requires refinement, complicating the overall user experience. [(1 mentions)](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299414&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Vanna AI ##### 1. Accuracy of Responses Users appreciate the **accuracy of responses** from Vanna AI, which enhances efficiency and simplifies database queries. [ See 2 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986596&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "A powerful open source natural language to SQL tool that bridges the SQL gap" What do you like about Vanna AI? Vanna lets non-technical people query our database, just by giving questions in plain language. Also, by retaining the strongest accuracy throughout t ![ibrahim d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ibrahim d.") ID ibrahim d. Small-Business (50 or fewer emp.) 4.5/5 "Very good tool to extract data and insights from my databases using natural language" What do you like about Vanna AI? I must say I really liked Vanna AI. I have good database understanding, but still writing sql queries for every task is hectic. This is where Vanna AI ##### 2. AI Advancements Users appreciate the **natural language to SQL conversion** feature of Vanna AI, which saves time and enhances productivity. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986591&qs=pros-and-cons#reviews) See Related User Reviews ![ibrahim d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ibrahim d.") ID ibrahim d. Small-Business (50 or fewer emp.) 4.5/5 "Very good tool to extract data and insights from my databases using natural language" What do you like about Vanna AI? I must say I really liked Vanna AI. I have good database understanding, but still writing sql queries for every task is hectic. This is where Vanna AI ##### 3. Ease of Use Users appreciate the **ease of use** of Vanna AI, enabling non-technical users to query databases easily. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299431&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "A powerful open source natural language to SQL tool that bridges the SQL gap" What do you like about Vanna AI? Vanna lets non-technical people query our database, just by giving questions in plain language. Also, by retaining the strongest accuracy throughout t ##### 4. Memory Retention Users value the **high memory retention** of Vanna AI, ensuring accurate responses to their plain language queries. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299469&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "A powerful open source natural language to SQL tool that bridges the SQL gap" What do you like about Vanna AI? Vanna lets non-technical people query our database, just by giving questions in plain language. Also, by retaining the strongest accuracy throughout t ##### 5. Question Answering Users value the **ease of querying with plain language** and accurate results provided by Vanna AI. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299513&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "A powerful open source natural language to SQL tool that bridges the SQL gap" What do you like about Vanna AI? Vanna lets non-technical people query our database, just by giving questions in plain language. Also, by retaining the strongest accuracy throughout t ### 5 Cons or Disadvantages of Vanna AI ##### 1. Complexity Issues Users find the **complexity issues** of Vanna AI lead to incorrect queries and unsatisfactory visualizations. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986593&qs=pros-and-cons#reviews) See Related User Reviews ![ibrahim d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ibrahim d.") ID ibrahim d. Small-Business (50 or fewer emp.) 4.5/5 "Very good tool to extract data and insights from my databases using natural language" What do you dislike about Vanna AI? Very complex scenarios sometimes generated wrong queries and hence the wrong results. Also the visualizations are very basic in nature, can be improve ##### 2. Inaccurate Results Users report **inaccurate results** due to complex scenarios generating incorrect queries, impacting the overall experience. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986589&qs=pros-and-cons#reviews) See Related User Reviews ![ibrahim d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ibrahim d.") ID ibrahim d. Small-Business (50 or fewer emp.) 4.5/5 "Very good tool to extract data and insights from my databases using natural language" What do you dislike about Vanna AI? Very complex scenarios sometimes generated wrong queries and hence the wrong results. Also the visualizations are very basic in nature, can be improve ##### 3. Limited Multimedia Support Users find the **limited multimedia support** of Vanna AI results in basic visualizations and incorrect query outputs. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=1986598&qs=pros-and-cons#reviews) See Related User Reviews ![ibrahim d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ibrahim d.") ID ibrahim d. Small-Business (50 or fewer emp.) 4.5/5 "Very good tool to extract data and insights from my databases using natural language" What do you dislike about Vanna AI? Very complex scenarios sometimes generated wrong queries and hence the wrong results. Also the visualizations are very basic in nature, can be improve ##### 4. Poor Coding Users find the **poor coding** of Vanna AI requires significant effort for model training and interface refinement. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299569&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "A powerful open source natural language to SQL tool that bridges the SQL gap" What do you dislike about Vanna AI? Training their model takes more effort, and also sometimes the SQL or chart output need some for refinement, also the front end need some polishing as ##### 5. Poor Interface Design Users find the **poor interface design** of Vanna AI requires refinement, complicating the overall user experience. [ See 1 mentions ](https://www.g2.com/products/vanna-ai/reviews?filters%5Bsentiment_snippet%5D=2299414&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") A Verified User Mid-Market (51-1000 emp.) 4.5/5 "A powerful open source natural language to SQL tool that bridges the SQL gap" What do you dislike about Vanna AI? Training their model takes more effort, and also sometimes the SQL or chart output need some for refinement, also the front end need some polishing as ## Top-Rated Alternatives [ ![Miro](https://images.g2crowd.com/uploads/product/hd_favicon/f43d71a5c7b1abb1b7d3dfc8d3668f9b/miro.svg "Miro") Miro 4.6/5(13,483) ](https://www.g2.com/products/miro/reviews) [ ![Meshy](https://images.g2crowd.com/uploads/product/hd_favicon/7429b8245c32c478eb3167f23c8131f7/meshy.svg "Meshy") Meshy 4.7/5(3,283) ](https://www.g2.com/products/meshy/reviews) [ ![Workvivo](https://images.g2crowd.com/uploads/product/hd_favicon/4168aa94aaafa620921159ee1547a753/workvivo.svg "Workvivo") Workvivo 4.8/5(2,684) ](https://www.g2.com/products/workvivo/reviews) [ View All Alternatives ](https://www.g2.com/products/vanna-ai/competitors/alternatives) ![Verified User in Oil & Energy](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User in Oil & Energy") AO Verified User in Oil & Energy Mid-Market (51-1000 emp.) 9/13/2025 "A powerful open source natural language to SQL tool that bridges the SQL gap" 4.5/5 What do you like best about Vanna AI? Vanna lets non-technical people query our database, just by giving questions in plain language. Also, by retaining the strongest accuracy throughout the process. I can also self-host and control permissions as well. Review collected by and hosted on G2.com. What do you dislike about Vanna AI? Training their model takes more effort, and also sometimes the SQL or chart output need some for refinement, also the front end need some polishing as well. Review collected by and hosted on G2.com. What problems is Vanna AI solving and how is that benefiting you? It helps me reduce the bottlenecks where only SQL experts can answer the data question, so business users gets answers much faster; and also this reduces miscommunication in what people want. Also, supports data driven decission making. Review collected by and hosted on G2.com. Show More Our network of Icons are G2 members who are recognized for their outstanding contributions and commitment to helping others through their expertise.G2 IconCurrent UserValidated ReviewerIncentivizedSource: G2 invite ![ibrahim d.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "ibrahim d.") ID ibrahim d. Associate Consultant Small-Business (50 or fewer emp.) 12/12/2024 "Very good tool to extract data and insights from my databases using natural language" 4.5/5 What do you like best about Vanna AI? I must say I really liked Vanna AI. I have good database understanding, but still writing sql queries for every task is hectic. This is where Vanna AI's natural language to sql query like and to mention very accurate results helps a lot and saves a lot of time. Basic visualization is also pretty good. Review collected by and hosted on G2.com. What do you dislike about Vanna AI? Very complex scenarios sometimes generated wrong queries and hence the wrong results. Also the visualizations are very basic in nature, can be improved. Review collected by and hosted on G2.com. What problems is Vanna AI solving and how is that benefiting you? It helps save a lot of time and effort by accurately generating code(queries), results as well as visualizations. These tasks otherwise consumes considerable amount of time when done manually. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: G2 invite ### There are not enough reviews of Vanna AI for G2 to provide buying insight. Below are some alternatives with more reviews: [ 1 ![Miro Logo](https://images.g2crowd.com/uploads/product/hd_favicon/f43d71a5c7b1abb1b7d3dfc8d3668f9b/miro.svg "Miro Logo") Miro 4.6 (13,483) Miro is an Innovation Workspace built to accelerate product development from insight to execution. 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