--- title: Snowflake Reviews meta_title: 'Snowflake Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 764 reviews by the users' company size, role or industry to find out how Snowflake works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 764 scale: '5' date_modified: '2026-08-10' parent_category: name: IT Infrastructure url: https://www.g2.com/categories/it-infrastructure --- # Snowflake Reviews **Vendor:** Snowflake, Inc. **Category:** [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse) **Average Rating:** 4.6/5.0 **Total Reviews:** 764 ## About Snowflake Snowflake makes enterprise AI easy, efficient and trusted. Thousands of companies around the globe, including hundreds of the world’s largest, use Snowflake’s AI Data Cloud to share data, build applications, and power their business with AI. The era of enterprise AI is here. Learn more at snowflake.com (NYSE: SNOW). ## Snowflake Pros & Cons **What users like:** - Users appreciate the **ease of use** of Snowflake, finding it fast and effective for data sharing and analytics. (183 reviews) - Users value the **reliable features** of Snowflake, enjoying its intuitive interface and seamless data integration for analytics. (118 reviews) - Users find Snowflake's **data management capabilities** excellent for efficiently aggregating and querying across multiple datasets. (108 reviews) - Users admire the **seamless scalability** of Snowflake, effortlessly accommodating work demands and ensuring optimal performance. (99 reviews) - Users appreciate the **fast data analysis** of Snowflake, enabling quick insights without infrastructure worries. (90 reviews) - Efficiency Improvement (89 reviews) - Users appreciate the **excellent integrations** of Snowflake, enhancing data management and deployment across multiple cloud platforms. (88 reviews) - Speed (86 reviews) - Database Management (78 reviews) - Easy Integrations (78 reviews) **What users dislike:** - Users find Snowflake's **high costs** burdensome, especially for small businesses with limited budgets. (91 reviews) - Users find **feature limitations** in Snowflake, such as lack of code blocks and challenge in permissions management. (54 reviews) - Users find that **cost management** requires discipline, as unexpected charges can accumulate quickly without careful monitoring. (44 reviews) - Users find the **cost structure difficult to optimize** , leading to unexpectedly high initial expenses during implementation. (44 reviews) - Users find Snowflake's **limited features** in dynamic scripts and monitoring hinder flexibility and usability. (42 reviews) - Users find the **UI/UX challenging** and suggest better learning programs to improve the experience with Snowflake. (37 reviews) - Missing Features (34 reviews) - Users find the **poor UI design** of Snowflake overwhelming, especially for inexperienced team members requiring additional training. (34 reviews) - Performance Issues (32 reviews) - UX Design (29 reviews) ## Snowflake Reviews ### 1. Snowflake: An Innovate Solution **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Computer & Network Security | Small-Business (50 or fewer emp.) **Reviewed Date:** September 13, 2024 **What do you like best about Snowflake?** Snowflake is really great for managing your infraestructure with the benefit to only pay what you are using on the contrary of many other solutions where you need to pay for the whole package even though you don't use many features. Also really easy to get everything up and running. **What do you dislike about Snowflake?** Snowflake offers impressive scalability, nevertheless it can become expensive for companies with large data volumes and intensive use. **What problems is Snowflake solving and how is that benefiting you?** The main problem it solving for me is the unification of the data storage. This tool consolidates all the data into a single accesible location breaking down silos and making it easy to view and understand the data. ### 2. Navigating through application **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Mid-Market (51-1000 emp.) **Reviewed Date:** April 03, 2024 **What do you like best about Snowflake?** One of the most impressive aspects of snowflake is its user-friendly interface. **What do you dislike about Snowflake?** The pricing structure,with its various components like storage,compute and data transfer leading to unexpected costs if not monitored closely **What problems is Snowflake solving and how is that benefiting you?** Its architecture allows for seamless scaling of compute and storage resources ### 3. Snowflake as an efficient platform for data warehouseing **Rating:** 5.0/5.0 stars **Reviewed by:** Cun j. | Sr. Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** June 13, 2024 **What do you like best about Snowflake?** Easy to start, well organized structure. it allows QA teams to start quickly, and test e2e data pipelines and ensure data integrity across the entire workflow. **What do you dislike about Snowflake?** Only a small advice is about the prompt message when try to use SQL, the fields displayed is not just for the table selected. It'll be more helpful if the hint will be related to specific tables. **What problems is Snowflake solving and how is that benefiting you?** Snowflake was applied in migrating data from various sources into a centralized database management system, it was effectively serving as a powerful data warehouse (DW). Its robust integration capabilities and scalable architecture streamline the process of consolidating diverse data sets into a unified platform, ensuring efficient data management and analysis. ### 4. A good data warehousing tool for data engineer and data analyst **Rating:** 4.0/5.0 stars **Reviewed by:** Sahil K. | Associate Data Science Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** March 27, 2024 **What do you like best about Snowflake?** One of the thing which I like about Snowflake is that we can create folders and store multiple worksheets within that folder. We can also share the access of these folder to other snowflake users. As a Data Analyst I use snowflake on a daily basis as our Data Warehouse is on snowflake. **What do you dislike about Snowflake?** One thing which I dislike about Snowflake is that it only shows 10K rows when we query any data. Also we can only create a single chart from the results of our query, if we want to create multiple charts using the same results set then it is not possible. We cannot use filters in the charts which is a huge problem. **What problems is Snowflake solving and how is that benefiting you?** Snowflake is solving the problem of storing the Big Data. We can create Data Warehouse in it that can have multiple databases as per our requirement. It can easily be integrated with DBT(Data Build Tool). As a data analyst it is helping me to query through the different databases within my organization. With the help of different access permisssion we can query different warehouses as well. ### 5. Great tool!! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Pharmaceuticals | Enterprise (> 1000 emp.) **Reviewed Date:** April 30, 2025 **What do you like best about Snowflake?** Intuitive UI Bunch of different connectors Dashboards **What do you dislike about Snowflake?** It'd be good to have more dashboards options **What problems is Snowflake solving and how is that benefiting you?** Ease of warehouse adjustment to not lose money. ### 6. Snowflake an excellent data cloud platform **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Health, Wellness and Fitness | Enterprise (> 1000 emp.) **Reviewed Date:** April 25, 2025 **What do you like best about Snowflake?** Scalability, High Availability , Governance **What do you dislike about Snowflake?** Still needs more flexibility on integrations setup **What problems is Snowflake solving and how is that benefiting you?** Managing enterprise data in a single platform for data analytics ### 7. The speed at which your data can be moved, Experience with Snowflake. **Rating:** 5.0/5.0 stars **Reviewed by:** Vijay K. | Senior Software Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** December 19, 2024 **What do you like best about Snowflake?** The unstructured data and scalability option offered together, Cloud of your choice (among big 3), time travel capabilities, Streamlit, and many more. **What do you dislike about Snowflake?** Cost is the factor that causes many clients with low or medium budgets to hesitate. **What problems is Snowflake solving and how is that benefiting you?** The process of consistently combining data from various sources and performing rapid analysis. ### 8. Snowflake - A Full Fledged Data Ware house **Rating:** 5.0/5.0 stars **Reviewed by:** Viswanadh Gupta T. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** August 09, 2024 **What do you like best about Snowflake?** I worked with many data warehouses but I feel like comfortable with Snowflake. I see everything put on built in within it. I can execute SQL query, I can use python script and I can create Tasks, workflows and many more withing snowflake. I feel like there is no dependency of any other tool to make a complete data requirement except the data source. **What do you dislike about Snowflake?** As Far I used till, I see no dislike in my perspective. **What problems is Snowflake solving and how is that benefiting you?** I yse Snowflake in my day to day work. I use for Data Ware house. We store the raw data into Snowflake in different Schemas and transform and curate it into different schemas. ### 9. Amazing utility for data management and analysis **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Research | Enterprise (> 1000 emp.) **Reviewed Date:** July 03, 2024 **What do you like best about Snowflake?** As a data scientist, I've explored various tools and platforms designed to enhance data management and analysis, among which Snowflake has stood out for its user-friendly interface. It allows for easy use, even from those with minimal AI background. It's also quite scalable in terms of performance as the data warehousing capabilities can process the vast amounts of real-time data I have. Finally, Snowflake's support and community are incredibly helpful. Any issues or questions are quickly addressed, and the wealth of resources available online makes troubleshooting and learning new features straightforward. **What do you dislike about Snowflake?** One of the primary concerns might be cost. The pricing model is based on compute and storage usage can become expensive, but no way around this **What problems is Snowflake solving and how is that benefiting you?** Warehouse for processing real-time time series data ### 10. The best data storage solution **Rating:** 4.5/5.0 stars **Reviewed by:** Krunal K. | Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** December 18, 2024 **What do you like best about Snowflake?** The ease of infrastructure and data querying **What do you dislike about Snowflake?** UI can be better and can trace the path of other cloud providers **What problems is Snowflake solving and how is that benefiting you?** We use snowflake for variety of reasons. mainy ML nowadays. Many clients have their data in snowflake. ### 11. Snowflake is like a lifeline for a Data Engineer **Rating:** 4.0/5.0 stars **Reviewed by:** Mohammed A. | Data Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 10, 2024 **What do you like best about Snowflake?** Snowlake UI is very friendly and easy to use. Snowflake provides many features such as auto scaling, time travel etc which are managed by Snowflake only and Data Engineers do not need to worry about it. **What do you dislike about Snowflake?** Snowflake is self managed so we don't have much control on it and somtimes cost can be very high if edge cases are not handled properly. **What problems is Snowflake solving and how is that benefiting you?** Snowflake is completey self managed platform means we don't need to setup anything to run our workload thus it saves time and money ### 12. Snowflake **Rating:** 5.0/5.0 stars **Reviewed by:** CHIRADEEP B. | Associate Technology, Enterprise (> 1000 emp.) **Reviewed Date:** May 14, 2024 **What do you like best about Snowflake?** The best part about snowflake is the Snowpipe , whenever new data is generated it get auto-triggered in the data-warehouse. It support all cloud service ( aws, azure, Google cloud) 30 days free trial feature is highly invaluable ETL ( Extract, transform & load) **What do you dislike about Snowflake?** Nothing as such, sometimes the query execution time takes more than the optimum time, but its not very frequent. In a nutshell , snowflake is a good to go option for any large enterprise dataset **What problems is Snowflake solving and how is that benefiting you?** It enables me to do ETL ( Extract transform & load ) very seamlessly. It is highly optimized & scalable as per the user. for me as a user it enables me & my team in terms of BI , reporting, data analysis & even marketing quite seamlessly. ### 13. snolwflake **Rating:** 5.0/5.0 stars **Reviewed by:** Utkarsh K. | Data Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** September 17, 2024 **What do you like best about Snowflake?** The ability to work around large datalakes easily. Helps in the integration of requests with multiple pull requests at once The ease of using it often with multiple teamamtes ona daily and weekly basis helping the customers understand thier data The implementation is veryeasy when comes to visulaization of data The visualization helps in customer support **What do you dislike about Snowflake?** the visualization can a bit more powerful with helping in changing the colors **What problems is Snowflake solving and how is that benefiting you?** Integration of data and eventually visualizing the clean data ### 14. Snowflake is very easy to use and learn platform compared to other platforms. **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Telecommunications | Enterprise (> 1000 emp.) **Reviewed Date:** September 17, 2024 **What do you like best about Snowflake?** You can easily scale warehouses based on requirements, saving credit usage. Query profile is a very good feature of snowflake enabling users to get insights where the credits are being used and how to optimise the code. Its is also very easy to implement and navigate the UI. **What do you dislike about Snowflake?** Data migration efforts are large to trasfer everything from on premises to cloud. Machine learning features are also very limited **What problems is Snowflake solving and how is that benefiting you?** I was a data warehouse developer using snowflake and it was very easy for me to learn the concepts and use it. It also makes the entire ETL process easy. Snowflake also has query profile feature which help us to analyse the code and optimise it. ### 15. Snowflake Review **Rating:** 4.5/5.0 stars **Reviewed by:** Navin R. | Data Engineer Senior Analyst, Enterprise (> 1000 emp.) **Reviewed Date:** September 18, 2024 **What do you like best about Snowflake?** Snowflake is a cloud-based data warehouse that offers scalability, performance, cost-effectiveness, ease of use, and security. It's designed to handle large datasets and complex analytics workloads. **What do you dislike about Snowflake?** Snowflake's downsides include higher costs for large-scale deployments, vendor lock-in, potential performance limitations, complexity, and limited infrastructure control. **What problems is Snowflake solving and how is that benefiting you?** Snowflake solves scalability, performance, cost, and complexity challenges in data warehousing. This benefits you by enabling faster insights, improved efficiency, reduced costs, enhanced security, and accelerated time to market. ### 16. "Snowflake: Scalable, Secure Cloud Data Platform **Rating:** 5.0/5.0 stars **Reviewed by:** RAJAT KUMAR M. | BI DEVELOPER, Mid-Market (51-1000 emp.) **Reviewed Date:** July 30, 2024 **What do you like best about Snowflake?** Important point that I like is snowflake is very much easy to use we use SQL language to perform data integration and manipulation inbuilt ETL and warehousing concepts are best and it's ui is super smooth. **What do you dislike about Snowflake?** Pricing should be a factor for user that due to its premium features little expensive and need more learning materials guides for certification Certification price little high for snowflake **What problems is Snowflake solving and how is that benefiting you?** Data integration, ETL , Analysis, Data warehouse it's a cloud based platform so any system you can work and the team will work simultaneously so it's always beneficial for organisation. ### 17. I used it for a short period during a Workshop Conference **Rating:** 4.5/5.0 stars **Reviewed by:** Daniel S. | Unemployed, Small-Business (50 or fewer emp.) **Reviewed Date:** September 16, 2024 **What do you like best about Snowflake?** I recall that Snowflake was very simple to use and pick up, especially during the short period that the conference took place. **What do you dislike about Snowflake?** I recall that it was difficult to find helpful resources online, so if I struggled I had a hard time finding a place to get help. **What problems is Snowflake solving and how is that benefiting you?** I used Snowflake during a workshop conference where it was being taught to us. We used it to analyze weather forecasts and predictions. ### 18. Great product for Data Apps **Rating:** 5.0/5.0 stars **Reviewed by:** Atharva K. | Engineering Tutor, Enterprise (> 1000 emp.) **Reviewed Date:** September 13, 2024 **What do you like best about Snowflake?** Snowflake's Streamlit tool was incredibly helpful in making a one stop shop project for my internship. **What do you dislike about Snowflake?** The only negative experience I've had with snowflake is during the time they had problems with hackers and the service kept going down throughout the week. **What problems is Snowflake solving and how is that benefiting you?** It's allowing me to create tools to present as proof of concepts to the organization in a timely manner ### 19. Snowflake Review **Rating:** 5.0/5.0 stars **Reviewed by:** Akshat G. | Data Scientist - Lead Enterprise, Mid-Market (51-1000 emp.) **Reviewed Date:** September 12, 2024 **What do you like best about Snowflake?** The best thing I like about Snowflake is its user interface and storage pricing **What do you dislike about Snowflake?** There is not much to dislike about snowflake. But they could have built analytics layer on top of snowflake **What problems is Snowflake solving and how is that benefiting you?** We are currentky storing our data in snowflake and using other tools to access data from snowflake to develop dashboards ### 20. Snowflake verse **Rating:** 4.5/5.0 stars **Reviewed by:** Husain T. | FFO-ANALYST, Enterprise (> 1000 emp.) **Reviewed Date:** April 04, 2024 **What do you like best about Snowflake?** Snowflake offfers a wide range of options for customization, allowing users to tailor their experiences to their specific needs. Additionally, Snowflake's scalabiiility is incredibly helpful, as it can seamlessly accommodate changes in workkload and data volu lme without sacrificing perfformance. **What do you dislike about Snowflake?** One drawback for snowflake is one potential downside is the cost, as Snowflake's pricing structure can become expensivie, particullarly for smaller businesses or those with limited budgetss. **What problems is Snowflake solving and how is that benefiting you?** Snowflake onne of the key benefits is its ability to centralize and consolidate data from various sources, eliminating silos and providing a uniified view of informationss and businesses expand and generate more data, Snowflake can effortlessly scale up to accommodate increased workload demands without compromising performance or requiring significant infrastructure investments. User friendly and able to integrate with ui and dashboard. ### 21. Great product **Rating:** 5.0/5.0 stars **Reviewed by:** Prag B. | Senior software engineer, Enterprise (> 1000 emp.) **Reviewed Date:** July 04, 2024 **What do you like best about Snowflake?** Aggregates various data sources to enable querying across these datasets more quickly and efficiently. **What do you dislike about Snowflake?** Effectively migrating our existing databases to Snowflake takes time and resources **What problems is Snowflake solving and how is that benefiting you?** Able to efficiently and quickly query across multiple large databases to train and validate ML models without having to wait tens of minutes for the query to run and without having to worry about Postgres inconsistency errors when querying an active read replica. Also able to easily keep track of and share queries with others. ### 22. Great for data warehousing and more **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** July 02, 2024 **What do you like best about Snowflake?** Snowflake's data warehousing solution is easy to set up and manage. It's really great for our needs and those of our clients. They have a lot of exciting new features and use cases, from Streamlit for data app development to Snowflake Cortex for Gen AI functionality. Also, their account team has been very helpful. **What do you dislike about Snowflake?** Very little downside here. Great product and company. **What problems is Snowflake solving and how is that benefiting you?** Primary use case is Snowflake's data warehousing solution - we replicate client data into the Snowflake Data Cloud. ### 23. The GOAT of data warehouses **Rating:** 5.0/5.0 stars **Reviewed by:** John H. | Chief Data Officer, Small-Business (50 or fewer emp.) **Reviewed Date:** September 10, 2024 **What do you like best about Snowflake?** It's ever expanding product suite is the envy of all competitors. The value it can drive is insane. **What do you dislike about Snowflake?** I think the onboarding ramp is fairly steep **What problems is Snowflake solving and how is that benefiting you?** Eco system around it is allowing us to run a lean data team, but drive high levels of insight. ### 24. A single versatile solution for cloud data **Rating:** 4.5/5.0 stars **Reviewed by:** Bashar H. | Owner , Small-Business (50 or fewer emp.) **Reviewed Date:** November 25, 2023 **What do you like best about Snowflake?** Snowflake stands out as a data powerhouse, particularly for professionals delving into analytics and reporting across multiple sources. Its stand out feature lied in its unwavering reliability, thanks to a well-designed architecture that seamlessly handles heavy data workloads. Security is paramount, with access control, and comprehensive audeting features, ensuring the platform meets the highest standards for safeguarding sensitive information. What sets snowflake apart it its cloud-native versatility, effortless integrating with major providers. We deployed snowflake and it was easy to use, super easy to integrate, reliable, and beyond our expectations. **What do you dislike about Snowflake?** The user interface can at some point get overwheming especially for unexperienced team members, we had to do some training. **What problems is Snowflake solving and how is that benefiting you?** It addresses the critical challenge of modern data management by providing a comprehensive cloud-based data warehousing solution. Traditional data warehouses often struggle with the growing volume, variety, and velocity of data generated by organizations. Snowflake enables scalable efficient data processing making it a leading choice for constructing robust data lakes in today's dynamic IT landscape. ### 25. Easy interface, concurrency and performance **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Insurance | Enterprise (> 1000 emp.) **Reviewed Date:** September 16, 2024 **What do you like best about Snowflake?** Mobilizes data and securely shares the data and executes extreme workloads. Easy access to data clouds providing solutions for data lakes, engineering & warehousing. **What do you dislike about Snowflake?** Can have must better user experience overall. **What problems is Snowflake solving and how is that benefiting you?** Much structured dataset connect to dynamo and mango dbs. ### 26. Best SaaS data warehouse software **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** August 27, 2024 **What do you like best about Snowflake?** 1. If you know SQL commands then zero learning curve. 2. Very easy to learn and master 3. Very good Analytical tool 4.Snowflake Copilot is extremely helpful for analysis and trending. It can geneate queries for you and recomend query modifications. 5. Auto space management reduced lot of Admin work **What do you dislike about Snowflake?** Its pricing model is high. It is difficult to control the access at table level or object level **What problems is Snowflake solving and how is that benefiting you?** Easy administration , easy to scale , SAAS , Easy to learn and master ### 27. A Data Warehousing Tool For All **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Consulting | Enterprise (> 1000 emp.) **Reviewed Date:** January 24, 2024 **What do you like best about Snowflake?** Snowflake is one of the best data warehouse tool out there. It is super easy to use, so gone are the days of menotinous DBA tasks needing to be done. The pricing model is based on pay-for-what-you-use and is very cost efficient. You have total control over how much compute power you use, with incredible scalability. Every query can use a different size compute engine if you want! In addition, they have built in stored procedures, triggers, events, etc to make ELT easier. They also have a service called SnowPipe which allows you to easily create real-time streaming from common storage locations such as S3 and Azure Blob. **What do you dislike about Snowflake?** The new GUI is still difficult to get used to. It used to be much cleaner/simpler of an interface but along with more and more capabilities, you sometimes need to have more and more complex interface. With all that said however, you don't have to use the GUI. Everything you can do in the GUI can be done in any ODBC/JDBC compliant data tool you like to use. **What problems is Snowflake solving and how is that benefiting you?** Snowflake is the perfect tool for having a powerhouse data warehouse that is strong enough for fortune 50 companies to use, yet simple enough for anyone with minimal data warehousing experience. ### 28. Top data warehouse option **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Financial Services | Mid-Market (51-1000 emp.) **Reviewed Date:** June 15, 2024 **What do you like best about Snowflake?** We really enjoy being able to throw everything into Snowflake as a data lake with raw data within Snowflake without having to maintain cumbersome ETL methods. Being able to process requests in parallel without slowing each other down is very useful. **What do you dislike about Snowflake?** It is expensive and does not have a dark mode, which is hard on the eyes late at night **What problems is Snowflake solving and how is that benefiting you?** Snowflake allows us to build and maintain a robust data warehouse without having to sacrifice on speed. ### 29. Amazing **Rating:** 5.0/5.0 stars **Reviewed by:** Ron C. | Student, Enterprise (> 1000 emp.) **Reviewed Date:** September 16, 2024 **What do you like best about Snowflake?** Very intuitive and user friendly. beginner friendly as well **What do you dislike about Snowflake?** No down side. Could improve performance of the stored databases in a few cases **What problems is Snowflake solving and how is that benefiting you?** Helps in seamless integration of databases ### 30. Snowflake Review **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** November 19, 2024 **What do you like best about Snowflake?** It's easy to use and incorporates multiple languages besides SQL **What do you dislike about Snowflake?** It doesn't have as many integrations as I would've liked **What problems is Snowflake solving and how is that benefiting you?** Snowflake consolidates all of our data into a single destination making it easier to secure ### 31. Snowflake Review **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** December 10, 2024 **What do you like best about Snowflake?** How accessible it is to get data using SQL **What do you dislike about Snowflake?** The interface is not as pretty as periscope **What problems is Snowflake solving and how is that benefiting you?** Storing data, giving access to data ### 32. Fast Cloud-Based Database **Rating:** 4.5/5.0 stars **Reviewed by:** Michael L. | Senior Manager, Enterprise (> 1000 emp.) **Reviewed Date:** July 02, 2024 **What do you like best about Snowflake?** Snowflake has allowed us to have fast access to data 24/7 whenever we query it **What do you dislike about Snowflake?** Cloud costs can add up, but it is balanced by easier deployment & maintenance (vs on-prem) **What problems is Snowflake solving and how is that benefiting you?** Snowflake enables us to quickly access data on the Cloud. It has been a satisfactory experience for us, and we are looking for increase our usage of Snowflake in 2 other use cases. ### 33. Snowflake: Unleashing Data Magic in the Cloud **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Non-Profit Organization Management | Enterprise (> 1000 emp.) **Reviewed Date:** March 08, 2024 **What do you like best about Snowflake?** Snowflake: Where Data Dreams Take Shape As a data enthusiast, I’ve explored various platforms, but Snowflake stands out like a sparkling gem in the vast data universe. Here’s what I adore about it: Scalability Beyond Imagination: Snowflake doesn’t just scale; it ascends to the celestial heights of scalability. Whether you’re dealing with a trickle or a torrent of data, Snowflake gracefully accommodates your needs. It’s like having an elastic data trampoline—bounce as high as you want! Effortless Management: Managing data warehouses can sometimes feel like herding digital cats. But Snowflake? It’s the zen master of simplicity. The intuitive interface, automated maintenance, and seamless scaling make managing data pipelines feel like a serene stroll through a virtual garden. Cloud-Native Brilliance: Snowflake’s cloud-native architecture is akin to a finely tuned orchestra. It harmonizes with AWS, Azure, and Google Cloud, creating a symphony of data orchestration. No more tangled wires or compatibility woes—just pure, cloud-powered magic. Also never seen as great documentation of the services as they do. In summary, Snowflake isn’t just a tool; it’s a celestial compass guiding us toward data enlightenment. 🌟🔍✨ PS also easy implementation! **What do you dislike about Snowflake?** It’s refreshing to encounter a tool like Snowflake that leaves us with no downsides or dislikes. **What problems is Snowflake solving and how is that benefiting you?** Data platform with minimal management/maintenance, very stable, super scalable. Easy to work with (plain SQL/Python) ### 34. I still prefer the classic console, but this is still great **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Professional Training & Coaching | Enterprise (> 1000 emp.) **Reviewed Date:** December 20, 2023 **What do you like best about Snowflake?** Snowflake has the ability to run customer queries against all the data we have, as a data warehouse it does well. I feel like it runs faster than most others and seems easier to collaborate on with coworkers. It is also fairly secure, and itegrates into Okta well. It is easy to implement or scale and since it's all Cloud based there is nothing preventing it being used by anyone with the interest. I am also impressed by the responsiveness of the few times I've worked with their Customer Support (which is huge) . We use it all the time. The newer UI is also more sleek and has some fairly helpful prompts to assist with the folks who are not very proficient yet with SQL. **What do you dislike about Snowflake?** I can't quite explain it but i prefer the classic console though. Though it has fewer guideraisl for a begginer SQL person lik myself, the classic console is easier to keep the most used queries right in the front. The new console favors collaboration more which is great but I am strange in that i want to work on my own. The cost can be high if data use is very high as i understand it, though i'm not in a role that deals with that. **What problems is Snowflake solving and how is that benefiting you?** We have a lot of data and many different permutations that the data could be useful . Being skilled with Snowflake is really the only way to be able to gather the data from every source and combine it as you may need. ### 35. Cloud based data warehousing **Rating:** 4.0/5.0 stars **Reviewed by:** Abhilash E. | Consultant, Enterprise (> 1000 emp.) **Reviewed Date:** August 29, 2024 **What do you like best about Snowflake?** Scalability, Performance,Ease of use,Data Sharing, Integration and Zero management **What do you dislike about Snowflake?** Cost, Complexityfor New user and data transfer cost **What problems is Snowflake solving and how is that benefiting you?** Managing data warehousing solutions for our Data Products ### 36. snowflake **Rating:** 5.0/5.0 stars **Reviewed by:** Puneet K. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 02, 2024 **What do you like best about Snowflake?** snowflake is good software tools collaborating and easy to use or implementation or eaasy to integrated data and full time customer support best features. easy to data base manage analysis and product analysis timt to time ready documentaion and ggod tools data visualization collaborating business intelligence and product analysis an highly security maximume empolyes frequently used easy to learn and understand secure sharing and easy to solve query problem **What do you dislike about Snowflake?** lack of dcumentaion limited supported data **What problems is Snowflake solving and how is that benefiting you?** collaboration data analysis and management visualization stored data multiple format cloud based features data sharing and good quality of work ### 37. Pretty useful cloud Data warehouse **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Banking | Mid-Market (51-1000 emp.) **Reviewed Date:** September 10, 2024 **What do you like best about Snowflake?** The ability to go back in time on any table through time travel feature is quite impressive. **What do you dislike about Snowflake?** Does not support real time use cases by default. Also the cost is bit steep. **What problems is Snowflake solving and how is that benefiting you?** I don't have to worry about setting up the infra at all now as it's managed already. ### 38. Reyes Review **Rating:** 4.5/5.0 stars **Reviewed by:** Vijayakumar B. | Lead Software Engineer ‐ Cloud and Data, Enterprise (> 1000 emp.) **Reviewed Date:** June 04, 2024 **What do you like best about Snowflake?** We are using snowflake since 4 years as a data platform migrated from Hadoop. Ever since resolved many issues we used to see in Hadoop. It is cost effective and high performance. We are moving faster to start use of GenAI apps using steam lit.It is grate platform **What do you dislike about Snowflake?** None as there are many integrated tools. **What problems is Snowflake solving and how is that benefiting you?** All latency issues resolved. ### 39. Snowflake: A Robust Platform for Data Lake Building **Rating:** 5.0/5.0 stars **Reviewed by:** Shawn R. | Small-Business (50 or fewer emp.) **Reviewed Date:** September 08, 2023 **What do you like best about Snowflake?** I've found Snowflake to be a powerful and versatile solution for connecting multiple data sources. Snowflake really shines when it comes to handling data of all shapes and sizes. Snowflake is designed to be accessible to folks from all backgrounds, whether you're a tech whiz or just dipping your toes into the data lake world. The SQL-based approach makes managing and querying data lakes a breeze. Snowflake's cloud-native setup ensures things run smoothly. So, you can count on optimal performance even when you're dealing with heavy data workloads. Queries run efficiently, and concurrency, making it relaible for ad hoc analytics and reporting. **What do you dislike about Snowflake?** It takes some time to get familiarized with their UI. While Snowflake is user-friendly, those new to cloud-based data lake platforms will need some time and patience to get caught up. However, Snowflake provides lots of documentation and resources help mitigate this challenge. **What problems is Snowflake solving and how is that benefiting you?** We needed a centrailized space to build a data lake. Snowflake can integrate with mulitple CRMs. It's like the social butterfly of data platforms as we are conencting Google Cloud Storage. They have lots of options for payment plans based on your data load. We are now saving money by deploying a centralized data front. ### 40. snowflake **Rating:** 5.0/5.0 stars **Reviewed by:** Shanky S. | Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** March 30, 2024 **What do you like best about Snowflake?** snowflake easy to use and maximun number of people refer and snowflake used easy to inetgration business mangement and data analytics best features client query and view data enabled features all account best work full time cutomer support and developer tools good implemented . or good securtiy scalability and cloud strogae .and frequently used maximun works **What do you dislike about Snowflake?** visualization not good support large data sizent work flow completed product lack of documentation **What problems is Snowflake solving and how is that benefiting you?** cost effiecient good quality of work high parformance data sharing and collaborating good work ggod analtics work ### 41. One of the Best Datawarehouse Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Subhadip K. | Mid-Market (51-1000 emp.) **Reviewed Date:** September 05, 2023 **What do you like best about Snowflake?** Snowflake is one of the best datawarehouse cum ETL cum database tool. I like it's multiple features like 1) We can create multiple warehouses with different sizes and use them as per our requirment. Also the warehouse will suspend automatically when not in use. So you only pay what you use. Also it has many features. Below are few major among of them: 1) Data sharing for business need 2) Time travel, which helps us to debug in case of any bug or issue, retrive old data 3) Fail-Safe for disaster recovery 4) Stream to track SCD change 5) Task for scheduling **What do you dislike about Snowflake?** Snowflake does not enforced Primary Key concept in tables. So we need to create separate process to avoid duplicate data loading. **What problems is Snowflake solving and how is that benefiting you?** Snowflake has many useful features, below are few among of them. 1) Data sharing. In Snowflake we easily can share data among multiple accounts. So without giving access to the main snowflake account we can share our data to another team for analysis. 2) Time travel, which helps us to debug in case of any bug or issue, retrive old data 3) Fail-Safe for disaster recovery 4) Stream to track SCD change 5) Task for scheduling ### 42. Great **Rating:** 5.0/5.0 stars **Reviewed by:** Srinivas Reddy K. | Small-Business (50 or fewer emp.) **Reviewed Date:** June 03, 2024 **What do you like best about Snowflake?** Snowflake is a great dat platform , i feel its transpancy on cost and ability to run queries in the faster way is great **What do you dislike about Snowflake?** So far nothing. Everything looks great. So for so goodå **What problems is Snowflake solving and how is that benefiting you?** We wanted a colud based datawarehouse which is quicket to query and cost effective also flexible, it solves everything ### 43. Good ol' SQL in a serverless world **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Apparel & Fashion | Mid-Market (51-1000 emp.) **Reviewed Date:** September 16, 2024 **What do you like best about Snowflake?** How easy it integrated intake of raw data, such as JSON files from S3 and their ingestion in other AWS services such as SQS **What do you dislike about Snowflake?** At the time, how obscure was the documentation **What problems is Snowflake solving and how is that benefiting you?** Offering of standalone data lakes ### 44. Fast and powerful, leading cloud data warehouse **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Mid-Market (51-1000 emp.) **Reviewed Date:** April 04, 2024 **What do you like best about Snowflake?** I love that Snowflake is a company focused on data, and only data. Their cloud data offerings are their core competency. They quickly support leading and cutting edge features. They seem to get their market well. **What do you dislike about Snowflake?** You need to be proactive in managing cost. As an owner of a Snowflake deployment, I appreciate the tools given to manage cost, but would like even more options. **What problems is Snowflake solving and how is that benefiting you?** Snowflake's elastic compute solves having to manage multiple different OLAP databases to serve different workloads. ### 45. Best Data Warehousing Tool **Rating:** 5.0/5.0 stars **Reviewed by:** Ayush P. | Senior Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** July 18, 2024 **What do you like best about Snowflake?** Very easy to use, fast, and efficient. Loved it. **What do you dislike about Snowflake?** I found no downsides to Snowflake until now. **What problems is Snowflake solving and how is that benefiting you?** Helped me in building and maintaining my client's datawarehouse. ### 46. Speed of Snow **Rating:** 4.5/5.0 stars **Reviewed by:** Stephanie B. | Data Engineer, Financial Services, Mid-Market (51-1000 emp.) **Reviewed Date:** August 25, 2023 **What do you like best about Snowflake?** Snowflake really stands out when it comes to query speeds. It’s evident they built the platform prioritizing efficiency, and that's reflected in how fast and accurately we can pull data. But what I truly appreciate is their approach to data access through role functionalities. It gives us a hands-on ability to dictate data accessibility, striking a perfect balance between security and user access. **What do you dislike about Snowflake?** Snowflake has a lot going for it, but there are areas I wish were better. The way they charge based on compute time can get expensive, especially if we're running queries non-stop. Even though it's packed with features, it can feel a bit much for those new to it. And, honestly, I wish they had their own visualization tools, so we wouldn't have to lean on other software for that. **What problems is Snowflake solving and how is that benefiting you?** Snowflake's been a game-changer for our data setup. Remember those annoying isolated data chunks we used to grapple with? Snowflake tossed those out the window, putting everything in one place. It's made getting to our data a breeze and kicked its quality up a notch too. Our team now dives straight into pulling insights rather than getting stuck joining dots. Plus, managing who sees what? A walk in the park. For me, Snowflake's taken a load of data headaches off the table, making things run smoother and helping us make better calls. ### 47. Snowflake has helped me broaden my analytics horizons **Rating:** 5.0/5.0 stars **Reviewed by:** Maxwell F. | Senior Business Intelligence Analyst, Mid-Market (51-1000 emp.) **Reviewed Date:** June 04, 2024 **What do you like best about Snowflake?** Snowflake being a one stop shop for all things data is fantastic! The constant updates, improvements,and innovations are second to none. **What do you dislike about Snowflake?** The least helpful aspect of snowflake is probably the varying in pricing. **What problems is Snowflake solving and how is that benefiting you?** Snowflake is allowing for ease of automation of my many data processes ### 48. Has helped our business tremendously in data integrity as well as organization. **Rating:** 4.5/5.0 stars **Reviewed by:** Garand W. | Mid-Market (51-1000 emp.) **Reviewed Date:** June 04, 2024 **What do you like best about Snowflake?** - Easy collaboration - Simple interface - Works efficiently with 3rd parties **What do you dislike about Snowflake?** - Packages not as extensive as open source - Dashboard role structure makes it difficult for sharing. Would like this structure to emulate stream lit. **What problems is Snowflake solving and how is that benefiting you?** - LLM Model config - Data organization tools ### 49. Fantastic capabilities and imtegrations **Rating:** 5.0/5.0 stars **Reviewed by:** Christina D. | Enterprise (> 1000 emp.) **Reviewed Date:** June 04, 2024 **What do you like best about Snowflake?** Centralized data, AI and ML capabilities, vast integrations and great community for support **What do you dislike about Snowflake?** I have yet to find any downsides. I'm a fairly new user and am still learning its capabilities. **What problems is Snowflake solving and how is that benefiting you?** Providing data and insights quickly to the Internal Audit teams, risk analysis ### 50. I worked as intern in ericcson there I have got a chance to learn snowflake **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** September 12, 2024 **What do you like best about Snowflake?** SQL and easy access to host data for work **What do you dislike about Snowflake?** The UI/UX is not that great and better learning programs can be offered **What problems is Snowflake solving and how is that benefiting you?** Can not share about company use case ## Snowflake Discussions - [What's the best way to manage change data capture in Snowflake?](https://www.g2.com/discussions/what-s-the-best-way-to-manage-change-data-capture-in-snowflake) - 4 comments, 2 upvotes - [What is Snowflake used for?](https://www.g2.com/discussions/what-is-snowflake-used-for) - 2 comments, 1 upvote - [Why Python is best for career?](https://www.g2.com/discussions/why-python-is-best-for-career) - 1 comment, 1 upvote - [How do you optimize query performance in snowflake while analysing?](https://www.g2.com/discussions/how-do-you-optimize-query-performance-in-snowflake-while-analysing) - 1 comment, 1 upvote - [Snowflake - how to connect to Snowflake using NodeJS](https://www.g2.com/discussions/snowflake-how-to-connect-to-snowflake-using-nodejs) - 2 comments, 1 upvote - [View Snowflake pricing details and edition comparison](https://www.g2.com/products/snowflake/reviews?page=5&qs=pros-and-cons§ion=pricing&secure%5Bexpires_at%5D=2026-08-12+11%3A55%3A29+-0500&secure%5Bsession_id%5D=2a98113b-ee73-4a3d-b31f-8140c3f3c45e&secure%5Btoken%5D=f07ca8c76d5ec20cc8625ba5ddffbdc8c0aee8df282d140baf005c0c9d5fd8a1&format=llm_user) ## Snowflake Integrations - [Adverity](https://www.g2.com/products/adverity/reviews) - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - [Airtable](https://www.g2.com/products/airtable/reviews) - [Amazon EC2](https://www.g2.com/products/amazon-ec2/reviews) - [Amazon S3 Glacier](https://www.g2.com/products/amazon-s3-glacier/reviews) - [Apache Airflow](https://www.g2.com/products/apache-airflow/reviews) - 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Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Administration** - Data Modelling - Recommendations - Workflow Management - Dashboards and Visualizations - Configurable Workflow - Rules-Based Workflow **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **System** - Data Ingestion & Wrangling - Real-Time Data **Data Management** - Data Integration - Data Compression - Data Quality - Built-In Data Analytics - In-Database Machine Learning - Data Lake Analytics - ETL - Extract Transfer Load - Data Capture and Transfer - Real-Time Analytics - Reporting/Analytics **Management** - Data dictionary - Data Replication - Query Language - Data Modeling - Performance Analysis - Data Synchronization - Real-Time Data - Data Storage Management **Storage** - Data Model - Data Types **Management** - Business Glossary - Data Discovery - Data Profililng - Reporting and Visualization - Data Lineage - Data Visualization **Deployment** - Language Flexibility - Framework Flexibility - Versioning - Ease of Deployment - Scalability **Centralized computation** - Centralized Computation **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training - Database Support - Multi-Language **Database** - Real-Time Data Collection - Data Distribution - Data Lake **Data Transformation** - Real-Time Analytics - Data Querying - Reporting/Analytics - Predictive Analytics - Visual Analytics **Compliance** - Sensitive Data Compliance - Training and Guidelines - Policy Enforcement - Compliance Monitoring - Real-Time Monitoring **Management** - Cataloging - Monitoring - Governing - Model Registry **Model Development** - Feature Engineering **Integration** - AI/ ML Integration - BI Tool Integration - Data lake Integration **Maintenance** - Data Migration - Backup and Recovery - Multi-User Environment - Automatic Backup - Database Conversion **Availability** - Auto Sharding - Auto Recovery - Data Replication **Security** - Access Control - Roles Management - Compliance Management - Deletion Management - Access Controls/Permissions - User Management - Process Management - Audit Management - Metadata Management **Operations** - Metrics - Infrastructure management - Collaboration **Localized computation** - Localized computation **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Integrations** - Hadoop Integration - Spark Integration **Data Quality** - Data Preparation - Data Distribution - Data Unification **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Deployment** - On-Premise - Cloud **Security** - Data Encryption - User Access Control - Mobile Access **Performance** - Integrated Cache **Maintainence** - Data Quality Management - Policy Management - Data Storage Management **Management** - Cataloging - Monitoring - Governing **Additional Functionality** - Workflow Management - Third-Party Integrations - Data Extraction - Relational Database Management - SSL Security - API - Data Connectors - Search/Filter - Reporting & Statistics - Customizable Templates - AI Copilot - Full Text Search - Data Virtualization - Data Import/Export - Generative AI - Drag & Drop - Customizable Fields - Authentication - Data Visualization - Secure Data Storage - Activity Dashboard - Data Mapping - Multiple Programming Languages Supported - Data Capture and Transfer - User Management - NOSQL Database Management - Access Controls/Permissions - Calendar Management - Real-Time Monitoring - Document Storage - Audit Management - Charting **Deployment** - Managed Service - Application - Scalability **Platform** - Machine Scaling - Data Preparation - Spark Integration **Connectivity** - Hadoop Integration - Spark Integration - Multi-Source Analysis - Data Lake - Real-Time Data - Data Capture and Transfer - Trend Analysis - What-if Analysis - Statistical Analysis - Data Blending - Ad hoc Analysis - Third-Party Integrations **Performance ** - Scalability **Security** - Role-Based Authorization - Authentication - Audit Logs - Encryption **Generative AI** - AI Text Generation - AI Text Summarization **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Additional Functionality** - Customizable Reports - Collaboration Tools - Data Extraction - Semantic Search - Data Storage Management - Ad hoc Reporting - Reporting/Analytics - Predictive Analytics - Activity Dashboard - Access Controls/Permissions - Visual Analytics - Data Mapping - Data Synchronization - Statistical Analysis - Categorization/Grouping - Trend Analysis - Data Profiling - Linked Data Management - Data Visualization - API - Multiple Data Sources - Sentiment Analysis - Search/Filter - Data Import/Export - Data Capture and Transfer - AI Copilot - Monitoring - Data Connectors - Ad hoc Analysis - Text Mining - Reporting & Statistics - Predictive Modeling - Real-Time Analytics - Configurable Workflow - Tagging - Endpoint Management - No-Code - Data Preparation - Auditing - Big Data Analytics - ML Algorithm Library - Data Management - Activity Tracking - Data Security - Workflow Management **Processing** - Cloud Processing - Workload Processing **Operations** - Data Visualization - Data Workflow - Governed Discovery - Embedded Analytics - Notebooks - Data Discovery **Security** - Data Governance - Data Security **Support** - Multi-Model - Operating Systems **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image - Generative AI **Agentic AI - Data Governance** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Decision Making - Third-Party Integrations - Active Directory Integration **Additional Functionality** - AI Copilot - Reporting & Statistics - Data Migration - Archiving & Retention - Data Capture and Transfer - Audit Trail - Data Synchronization - Single Sign On - Customizable Reports - Data Profiling - Authentication - Role-Based Permissions - Tagging - Secure Data Storage - Data Security - HIPAA Compliant - SSL Security - Risk Assessment - Data Mapping - Search/Filter - Self Service Portal - Multiple Data Sources - Document Storage - API - Activity Tracking - Automatic Backup - Visual Analytics **Additional Functionality** - Data Warehousing - Drag & Drop - Activity Dashboard - Data Connectors - Ad hoc Reporting - Customizable Reports - Alerts/Escalation - Templates - Forecasting - Data Migration - Data Transformation - Access Controls/Permissions - API - Data Cleansing - Data Synchronization - AI Copilot - Dashboard Creation - Data Extraction - Data Security - SSL Security - Collaboration Tools - No-Code - High Volume Processing - Database Support - Search/Filter - Generative AI **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations **Additional Functionality** - Parallel Processing - Ad hoc Analysis - Multiple Data Sources - API - In-Database Processing - Monitoring - Real-Time Reporting - Data Synchronization - Real-Time Monitoring - Data Connectors - Performance Metrics - Ad hoc Reporting - Alerts/Notifications - Access Controls/Permissions - Drag & Drop - Data Visualization - Data Import/Export - Match & Merge - Data Transformation - Secure Data Storage - Data Extraction - AI Copilot - Customizable Reports - Activity Dashboard - Data Migration - In-Memory Processing - Data Mapping **Building Reports** - Data Transformation - Data Modeling - WYSIWYG Report Design - Integration APIs - Real-Time Data - Real-Time Data - Third-Party Integrations - Third-Party Integrations **Platform** - Mobile User Support - Customization - User, Role, and Access Management - Internationalization - Sandbox / Test Environments - Performance and Reliability - Breadth of Partner Applications - Mobile Access - Metadata Management ## Top Snowflake Alternatives - [Cloudera](https://www.g2.com/products/cloudera/reviews) - 4.1/5.0 (131 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (1,335 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) - 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