--- 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 Pros and Cons: Top 5 Advantages and Disadvantages #### Quick AI Summary Based on G2 Reviews Generated from real user reviews Users appreciate the **ease of use** of Snowflake, finding it fast and effective for data sharing and analytics. [(183 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1116325&qs=pros-and-cons#reviews) Users value the **reliable features** of Snowflake, enjoying its intuitive interface and seamless data integration for analytics. [(118 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1109742&qs=pros-and-cons#reviews) Users find Snowflake's **data management capabilities** excellent for efficiently aggregating and querying across multiple datasets. [(108 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1108006&qs=pros-and-cons#reviews) Users admire the **seamless scalability** of Snowflake, effortlessly accommodating work demands and ensuring optimal performance. [(99 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1117770&qs=pros-and-cons#reviews) Users appreciate the **fast data analysis** of Snowflake, enabling quick insights without infrastructure worries. [(90 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1110348&qs=pros-and-cons#reviews) Users find Snowflake's **high costs** burdensome, especially for small businesses with limited budgets. [(91 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1108150&qs=pros-and-cons#reviews) Users find **feature limitations** in Snowflake, such as lack of code blocks and challenge in permissions management. [(54 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1114934&qs=pros-and-cons#reviews) Users find that **cost management** requires discipline, as unexpected charges can accumulate quickly without careful monitoring. [(44 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1110486&qs=pros-and-cons#reviews) Users find the **cost structure difficult to optimize** , leading to unexpectedly high initial expenses during implementation. [(44 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1117298&qs=pros-and-cons#reviews) Users find Snowflake's **limited features** in dynamic scripts and monitoring hinder flexibility and usability. [(42 mentions)](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1107137&qs=pros-and-cons#reviews) ### 5 Pros or Advantages of Snowflake ##### 1. Ease of Use Users appreciate the **ease of use** of Snowflake, finding it fast and effective for data sharing and analytics. [ See 183 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1116325&qs=pros-and-cons#reviews) See Related User Reviews ![Kamal R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kamal R.") KR Kamal R. Mid-Market (51-1000 emp.) 5.0/5 "Fast, Scalable Analytics Without the Infrastructure Headaches" What do you like about Snowflake? The most helpful thing about Snowflake is that it lets teams analyze large amounts of data quickly without worrying about infrastructure or performanc ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Effortless Scalability and Fast Analytics with Snowflake" What do you like about Snowflake? Snowflake's simplicity combined with powerful scalability. It separates compute and storage, making it easy to scale performance up or down on demand ##### 2. Features Users value the **reliable features** of Snowflake, enjoying its intuitive interface and seamless data integration for analytics. [ See 118 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1109742&qs=pros-and-cons#reviews) See Related User Reviews ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") G Verified User Enterprise (\> 1000 emp.) 4.5/5 "User-Friendly Database with Expanding Features" What do you like about Snowflake? I find Snowflake to be very user-friendly, which is great because its UI is similar to other platforms I've used for SQL. This makes it easy to naviga SA Sravya A. Mid-Market (51-1000 emp.) 4.5/5 "Effortless Scalability with Stellar Performance" What do you like about Snowflake? I like the separation of compute and storage in Snowflake, which allows for independent scaling and helps to avoid query conflicts while improving con ##### 3. Data Management Users find Snowflake's **data management capabilities** excellent for efficiently aggregating and querying across multiple datasets. [ See 108 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1108006&qs=pros-and-cons#reviews) See Related User Reviews ![Kamal R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kamal R.") KR Kamal R. Mid-Market (51-1000 emp.) 5.0/5 "Fast, Scalable Analytics Without the Infrastructure Headaches" What do you like about Snowflake? The most helpful thing about Snowflake is that it lets teams analyze large amounts of data quickly without worrying about infrastructure or performanc SA Sravya A. Mid-Market (51-1000 emp.) 4.5/5 "Effortless Scalability with Stellar Performance" What do you like about Snowflake? I like the separation of compute and storage in Snowflake, which allows for independent scaling and helps to avoid query conflicts while improving con ##### 4. Scalability Users admire the **seamless scalability** of Snowflake, effortlessly accommodating work demands and ensuring optimal performance. [ See 99 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1117770&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 "Flexible, Scalable Architecture with Independent Storage and Compute" What do you like about Snowflake? The best thing about this platform is its architecture. Snowflake separates storage and compute, which allows my teams to scale us independently based ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Effortless Scalability and Fast Analytics with Snowflake" What do you like about Snowflake? Snowflake's simplicity combined with powerful scalability. It separates compute and storage, making it easy to scale performance up or down on demand ##### 5. Performance Users appreciate the **fast data analysis** of Snowflake, enabling quick insights without infrastructure worries. [ See 90 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1110348&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 "Flexible, Scalable Architecture with Independent Storage and Compute" What do you like about Snowflake? The best thing about this platform is its architecture. Snowflake separates storage and compute, which allows my teams to scale us independently based ![Kamal R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kamal R.") KR Kamal R. Mid-Market (51-1000 emp.) 5.0/5 "Fast, Scalable Analytics Without the Infrastructure Headaches" What do you like about Snowflake? The most helpful thing about Snowflake is that it lets teams analyze large amounts of data quickly without worrying about infrastructure or performanc ### 5 Cons or Disadvantages of Snowflake ##### 1. Expensive Users find Snowflake's **high costs** burdensome, especially for small businesses with limited budgets. [ See 91 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1108150&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 "Flexible, Scalable Architecture with Independent Storage and Compute" What do you dislike about Snowflake? Their cost management needs careful monitoring. Their pay-per-usage model is powerful, but the compute cost can increase quickly if it's not optimised ![Kamal R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kamal R.") KR Kamal R. Mid-Market (51-1000 emp.) 5.0/5 "Fast, Scalable Analytics Without the Infrastructure Headaches" What do you dislike about Snowflake? Snowflake’s power comes from simplicity, scalability, and cloud-native design, but that comes at a cost: higher bills for heavy workloads, some limita ##### 2. Feature Limitations Users find **feature limitations** in Snowflake, such as lack of code blocks and challenge in permissions management. [ See 54 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1114934&qs=pros-and-cons#reviews) See Related User Reviews SA Sravya A. Mid-Market (51-1000 emp.) 4.5/5 "Effortless Scalability with Stellar Performance" What do you dislike about Snowflake? Cost management can be tricky. While the pay-as-you-use model is powerful, it requires close monitoring. In our project, long-running or poorly writte ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "Intuitive Framework, Needs Script Flexibility" What do you dislike about Snowflake? I will say, for dynamic scripts especially columns - it won’t automatically add new columns in dynamic scripts. We can only do this for rows, not for ##### 3. Cost Users find that **cost management** requires discipline, as unexpected charges can accumulate quickly without careful monitoring. [ See 44 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1110486&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 "Flexible, Scalable Architecture with Independent Storage and Compute" What do you dislike about Snowflake? Their cost management needs careful monitoring. Their pay-per-usage model is powerful, but the compute cost can increase quickly if it's not optimised ![Kamal R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kamal R.") KR Kamal R. Mid-Market (51-1000 emp.) 5.0/5 "Fast, Scalable Analytics Without the Infrastructure Headaches" What do you dislike about Snowflake? Snowflake’s power comes from simplicity, scalability, and cloud-native design, but that comes at a cost: higher bills for heavy workloads, some limita ##### 4. Cost Management Users find the **cost structure difficult to optimize** , leading to unexpectedly high initial expenses during implementation. [ See 44 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1117298&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 "Flexible, Scalable Architecture with Independent Storage and Compute" What do you dislike about Snowflake? Their cost management needs careful monitoring. Their pay-per-usage model is powerful, but the compute cost can increase quickly if it's not optimised ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Mid-Market (51-1000 emp.) 4.5/5 "Effortless Scalability and Fast Analytics with Snowflake" What do you dislike about Snowflake? Cost predictability. Because compute usage is consumption-based and can scale very easily, it’s also easy for queries, poorly optimized workloads, or ##### 5. Limited Features Users find Snowflake's **limited features** in dynamic scripts and monitoring hinder flexibility and usability. [ See 42 mentions ](https://www.g2.com/products/snowflake/reviews?filters%5Bsentiment_snippet%5D=1107137&qs=pros-and-cons#reviews) See Related User Reviews ![Kamal R.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Kamal R.") KR Kamal R. Mid-Market (51-1000 emp.) 5.0/5 "Fast, Scalable Analytics Without the Infrastructure Headaches" What do you dislike about Snowflake? Snowflake’s power comes from simplicity, scalability, and cloud-native design, but that comes at a cost: higher bills for heavy workloads, some limita ![Verified User](/assets/icons/anonymous-avatar-purple-4ae1032bdb50ee5682003170c8184aee790d25958bd397abbd384ba52c596a7b.svg "Verified User") U Verified User Enterprise (\> 1000 emp.) 4.5/5 "Intuitive Framework, Needs Script Flexibility" What do you dislike about Snowflake? I will say, for dynamic scripts especially columns - it won’t automatically add new columns in dynamic scripts. We can only do this for rows, not for TK Tanya K. Account Manager Mid-Market (51-1000 emp.) 5/1/2026 "Reliable, Low-Maintenance Platform for Scalable BI Data Workflows" 4.5/5 What do you like best about Snowflake? Snowflake has been a reliable platform in my day to day data workflows. In my setup, I use dbt to run scheduled transformations and Snowflake handles these workloads efficiently. Data sharing is another area where Snowflake performs well. A notable advantage is the low maintenance requirement which reduces operational effort and allows more focus on analytics and modeling. Overall, Snowflake provides a stable, scalable and efficient environment for modern data operations, particularly in BI-driven use cases. Review collected by and hosted on G2.com. What do you dislike about Snowflake? With Snowflake, cost visibility can feel a bit unclear at first and it’s easy to run up higher usage if queries aren’t monitored closely that said the interface is well structured and intuitive which makes it straightforward to find, organize and manage resources efficiently. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? Snowflake has effectively consolidated multiple reporting systems into a single centralized data warehouse, which reduces data duplication and improves overall consistency in reporting. This centralization has also helped minimize errors, since all teams are working from the same source of truth. On top of that Snowflake’s user interface makes it easier to visualize, access and manage data workflows. Overall, it streamlines our data architecture, reduces operational fragmentation, and improves the accuracy and efficiency of our reporting processes. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite SB Sridhar B. US Tax Specialist Mid-Market (51-1000 emp.) 4/30/2026 "Stable, Scalable Snowflake for Reporting on Large Datasets" 5/5 What do you like best about Snowflake? I’m in Snowflake almost everyday for reporting work. Its been stable for me and doesn’t freeze, even when I’m working with large datasets. Writing queries feels straightforward and I rarely need much support to get things done. We also use it with looker and google sheeta, depending on who needs the data and how they prefer to access it. The option to scale compute up during heavier workloads and then scale it back down afterwards is helpful. I also appreciate not having to worry about infrastructure or ongoing maintenance. Review collected by and hosted on G2.com. What do you dislike about Snowflake? Snowflake makes it very easy to manage dynamic schema updates, although I’ve also run into some slow performance at times. It streamlines data goverance and removea the storage constraints we used to deal with in traditional on prem databases. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? It centralizes all of our reporting data, so I no longer have to chase different teams for files. That alone cuts down on a lot of back and forth during month end close and makes the whole process feel much smoother. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite LS Larry S. Software engineer Enterprise (\> 1000 emp.) 4/19/2026 "Smooth Reporting Pipelines with Looker/DBT and Effortless Scaling" 4.5/5 What do you like best about Snowflake? I use Snowflake mainly for reporting pipelines. It integrates smoothly with tools like looker and DBT, and setting up transformations is fairly straightforward. I often rely on cloning tables without duplicating data when I’m testing changes. I also appreciate that storage can scale up without much advance planning and managing queries generally feels simple and efficient. Review collected by and hosted on G2.com. What do you dislike about Snowflake? You can make it work, but it doesn’t feel very natural. The query history is helpful, yet when I need deeper troubleshooting, it still feels limited snowflake. That said, i do appreciate how user friendly it is especially for people who might not have technical background. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? We used to run into reporting delays because we were on shared systems. Now analytics runs separately, so our dashboards stay consistent even when the load is heavy. This keeps our reporting timelines predictable and it’s also been great at storing processing and retrieving large amounts of data. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite KK Kapil K. SAP MM Small-Business (50 or fewer emp.) 4/17/2026 "Snowflake Makes High-Volume Supply Chain Data Loads Smooth and Reliable" 4/5 What do you like best about Snowflake? In a supply chain setup, I work with Snowflake every day to manage movement and inventory tracking data. It handles high volume workloads with very small setup requires on my end and I stage files in AWS S3, process everything inside Snowflake SnowFlake and then send the results to Power BI. Our data loads run on a schedule and I rarely run into failures unless something upstream breaks. Review collected by and hosted on G2.com. What do you dislike about Snowflake? It really depnds on how people write queries badly written queries can slow things down and drive up costs. What I like is that I don’t have to worry about indexes or tuning the way I did with older systems. And even when multiple teams are running queries at the same time, performance doesn’t degrade much. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? It has taken away much of struggle of handling large SAP MM datasets during peak operations. Stock reconciliation and movement tracking are now faster and smoother, which is a real help during audits and planning cycles. Reporting also runs separately now, so business users can get their numbers sonner without slowing now, so business users can get their numbers sooner without slowing down or impacting daily transactions. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite MH Matt H. PHP Developer Small-Business (50 or fewer emp.) 4/15/2026 "Reliable, Fast Analytics at Scale with Snowflake" 4.5/5 What do you like best about Snowflake? Snowflake has been reliable for handling large datasets. I use it for daily analytics work tied to our PHP applications, and the queries run fast, so I don’t have to spend time worrying about infrastructure management or constant tuning. It also integrates well with BI and ETL tools. Setting up pipelines and connecting external tools feels straightforward and its easy to get everything up and running. The separation of compute and storage is especailly useful when different teams are working at the same time. Review collected by and hosted on G2.com. What do you dislike about Snowflake? One drawback is the limited low level control. Still, it reduced the load on production and made our analytics faster, which is a real and compared with other platforms like Snowflake, its a solid option. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? We moved our reporting workload out of our main PHP database and into Snowflake. This reduced the load on production and made our analytics faster overall. Now we can run heavier queries without impacting app performnace and queries run fastest and I no longer have to worry about infrastructure management or constant tuning. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite BP Bradley P. Oracle Developer Mid-Market (51-1000 emp.) 4/20/2026 "Smooth, Scalable Queries and Easy Onboarding with Snowflake" 4.5/5 What do you like best about Snowflake? We use Snowflake for ETL support and reporting and easy to onboard. Queries run smoothly even with large, heavy datasets. The integration with dbt and Tableau have also worked well without requiring extra setup, data sharing data across teams is quick and straightforward. Review collected by and hosted on G2.com. What do you dislike about Snowflake? Costs can vary a lot depending on how queries are written, and for new users it’s not always easy to track usage. Some admin work also takes time, especially task like access control. Still, the trade-off has been worth it for us. We’re spending more time on logic and less time troubleshooting performance. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? Previously our data was spread across multiple systems, now it’s all in one place. Reporting time has decreased, and we’re seeing fewer failures in scheduled jobs. It also makes it easier for teams to access the same data without conflicts, which reduces delays and keeps analytical work moving more smoothly overall. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite RP Ron P. Lead IOS Mid-Market (51-1000 emp.) 4/13/2026 "Fast Performance and Team-Friendly Collaboration Features" 4.5/5 What do you like best about Snowflake? Speed was the first thing I noticed even complex queries return results. I also appreciate the separation between compute and storage, which really helps when multiple teams are working off the same connection with dbt, AWS S3, and Looker, and it has made our overall workflow simpler. Additionally Features such as Time Travel and secure sharing have also been useful for collaborating across teams and keeping work organized. Review collected by and hosted on G2.com. What do you dislike about Snowflake? It takes a little time to understand how warehouses consume credits and some of more advanced settings are not very clear initially monitoring solution itself is solid and being able to manage multiple data sources along with the integration support system on Snowflake works perfectly for what I need. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? It helps keep my development environment secure without asking for any extra effort on my end. On top of that it pulls together large datasets form multiple sources which cuts down on data silos and keeps queries fast and efficient. Overall i can focus on my work without worrying about infected dependencies or unsafe downloads getting in the way. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite LC Lynn C. Autonomous System Engineer Mid-Market (51-1000 emp.) 4/12/2026 "Consistent High-Performance Queries for High-Volume Data in Snowflake" 4.5/5 What do you like best about Snowflake? Snowflake we process a high volume of sensor and log data, and snowflake keep queries performance stays consistent even when we’re running with heavy joins. That said the pricing model can feel a bit complex to understand at first, especially when you’re getting started. Writing SQL feels straightforward, and the UI is easy enough to navigate without much training. It integrates well with python scripts, Spark jobs, and even lightweight tools like Zapier for automation task, which makes it easier to fit into our existing workflows. Review collected by and hosted on G2.com. What do you dislike about Snowflake? Python based processing inside snowflake isn’t always as fast as expect. Because of that, I sometimes run transformations externally first, then load the processed results back into snowflake. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? Snowflake helps consolidate both raw and processed data into single system, this cuts down the time we spend switching between tools and improves turnaround time for analysis. We can scale resources up or down as needed and we’re able to run multiple workloads in parallel without running into performance issues. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite GG Gabriel G. Quality Control Manager Mid-Market (51-1000 emp.) 4/10/2026 "Faster Queries and Seamless Secure Data Sharing with Snowflake" 4.5/5 What do you like best about Snowflake? Handling large voulmes of inspection data in Snowflake used to feel slow for us, but it handles that workload much better now. Queries that previously took minutes are completing far faster, which has made our day to day analysis noticeably smoother. I also appreciate the secure data sharing features, since we can share datasets with extral vendors aithout having to create duplicates or maintain extra copies. On to of that, Snowflake integrations with tools like Salesforce and Zapier have been useful for keeping data in sync across systems. Review collected by and hosted on G2.com. What do you dislike about Snowflake? In my experience, Python user defined functions tend to be slower than SQL based operations. SO when we have heavier transformations to do in Snowflake, we’all sometimes run that processing outside of Snowflake first and then load the transformed results back in. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? Snowflake helps us maintain a single consistent version of high quality data across teams. This reduces confusion and makes sure everyone is working fron the same numbers, which keeps our reporting aligned. Review collected by and hosted on G2.com. Show More Current UserValidated ReviewerIncentivizedSource: Seller invite ![Suman K.](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Suman K.") SK Suman K. Senior Data Specialist Enterprise (\> 1000 emp.) 6/30/2026 "Blazing-Fast Queries and Seamless Big Data Integration" 5/5 What do you like best about Snowflake? The company has done wonders in bringing the whole experience of consuming and transforming big data down. I’m biased to this because it’s extremely fast querying, scalable, decoupling compute from storage to address a number of workloads and, simply, because of how well it integrates into our data processing pipelines and analytics suite. Review collected by and hosted on G2.com. What do you dislike about Snowflake? Be mindful of your pricing since usage costs for compute can add up. Many of the advanced functionality and performance optimizations also require some ramp time for a new user to pick up. Review collected by and hosted on G2.com. What problems is Snowflake solving and how is that benefiting you? Snowflake allowed us to consolidate and reconcile our data, significantly simplifying the ways that we managed and consumed it to deliver analytics insights. We saw tremendous improvements in how much time we spent preparing our data, as well as faster query times to provide better insights to the business – on a growing scale without the corresponding cost in staff or infrastructure. Review collected by and hosted on G2.com. 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