We use this solution to move on-prem data to a cloud data warehouse where we have a requirement for more computation storage or when we need a plugin to work with specific technologies like ML, AI and Data Science.
Data storage and management solution that requires no maintenance and offers easy integration with other systems
Pros and Cons
- "The advanced features like time travel, zero copy cloning and scalability have been most useful. Snowflake requires zero maintenance for Data Warehousing on the cloud system."
- "Moving data from legacy systems to Snowflake is not that easy. There are some cases where processors are not actually compatible with Snowflake."
What is our primary use case?
What is most valuable?
The advanced features like time travel, zero copy cloning and scalability have been most useful. Snowflake requires zero maintenance for Data Warehousing on the cloud system. It is more secure compared to any other data platforms that we have used. The tri secret key is the feature that gives a lot of confidence to customers.
What needs improvement?
Moving data from legacy systems to Snowflake is not that easy. There are some cases where processors are not actually compatible with Snowflake. If Snowflake could offer compatible versions of other legacy system objects, that would be more convenient for anyone to move to Snowflake.
When comparing MySQL with Snowflake, MySQL is faster in executing the complex queries compared to Snowflake. This is the only factor where Snowflake lags behind competitors in the market.
For how long have I used the solution?
I have been using this solution for four and a half years.
Buyer's Guide
Snowflake Analytics
March 2025

Learn what your peers think about Snowflake Analytics. Get advice and tips from experienced pros sharing their opinions. Updated: March 2025.
842,592 professionals have used our research since 2012.
What do I think about the scalability of the solution?
This is a scalable solution.
How are customer service and support?
The customer service and support for this solution is good. We had previously failed to retrieve data after the time travel period. We had to raise a ticket with technical support team and they helped us. They charged us for this but were able to help us retrieve it.
How would you rate customer service and support?
Positive
How was the initial setup?
The initial setup is straightforward. The beauty of Snowflake is that you can select the configuration you need. For example, if you have a requirement of a one terabyte load with high availability and 10 users, Snowflake will set it up for you to match these requirements.
What was our ROI?
The ROI you receive using this solution depends on your use case and if you are starting from scratch or migrating from a legacy system. We have experienced a 40 to 50% improvement in ROI compared to legacy systems.
What's my experience with pricing, setup cost, and licensing?
When using Snowflake, you pay based on your usage. They calculate how much CPU has been used. If you use excess warehouse storage, you are charged one credit per hour. If you are in Asia, you are charged $3 per credit. If you have 10 users running parallel with the same excess, you will be charged $30.
Pricing for storage is calculated in the same way. You will pay upfront for the storage that you know you will need to consume. There is this option of prepaid consumption as well as post paid consumption. If you pay upfront, you will charged $20 per hour, per terabyte. If you paying after use, you will be charged $40 per terabyte.
What other advice do I have?
There is close to zero maintenance required for this solution.
You don't need to use traditional warehouses, vacuuming or indexing. A database administrator or system admin is not required.
I would rate this solution a nine out of ten.
Which deployment model are you using for this solution?
Public Cloud
Disclosure: I am a real user, and this review is based on my own experience and opinions.

Data engineer at Esprit
A robust, quick, and easy-to-use solution that can analyze a huge amount of data
Pros and Cons
- "It's a scalable solution because you can analyze a huge amount of data in the solution."
- "The solution needs to consider including some updates in the future."
What is our primary use case?
Using Snowflake, I can say it is built as a robust solution. Also, its analytical functioning is really quick.
What is most valuable?
Using Snowflake to load data from different sources is a valuable feature of the solution.
What needs improvement?
The solution needs to consider including some updates in the future. There is a need to add some new features to the solution to facilitate my work with Snowflake.
For how long have I used the solution?
I have been using Snowflake Analytics for a year and two months. I'm using it because I'm a data engineer, and so I am a customer of Snowflake.
What do I think about the stability of the solution?
In my experience, I didn't face any crashes or anything related to data. So I think it's stable.
What do I think about the scalability of the solution?
It's a scalable solution because you can analyze a huge amount of data in the solution. In my company, around ten developers are using the solution.
How was the initial setup?
The initial setup is easy because it is a cloud solution. So you don't need to install anything. You can just connect to your account and write SQL queries or write the procedures. So you can manipulate it on the website directly, and also it's user-friendly.
What's my experience with pricing, setup cost, and licensing?
The solution has some gold and premium plans, which I read in its documentation.
What other advice do I have?
I would tell others to use the solution if it is available for them on the cloud since I think it's very easy to manipulate data and work with it. Also, it is not very difficult because it is based on SQL queries, JavaScript, and Python.
Overall, I rate the solution an eight out of ten.
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Buyer's Guide
Snowflake Analytics
March 2025

Learn what your peers think about Snowflake Analytics. Get advice and tips from experienced pros sharing their opinions. Updated: March 2025.
842,592 professionals have used our research since 2012.
Very flexible and infinitely scalable
Pros and Cons
- "The solution auto-scales and it provides concurrency."
- "Integration into different Python and Jupyter notebooks needs to be improved."
What is our primary use case?
We use the Snowflake platform for analytics and for data integration. We are partners with Snowflake. I'm the managing director.
What is most valuable?
The solution auto-scales and provides concurrency. You can have different virtual warehouses without them impacting each other. It's flexible and infinitely scalable because it's on the cloud.
What needs improvement?
For modeling of data as well as for AI and predictive analytics, they need to improve their integration into different Python and Jupyter notebooks. That is lacking but I understand they're working on it.
What do I think about the stability of the solution?
The solution is stable.
What do I think about the scalability of the solution?
The solution is easily scalable.
How are customer service and support?
Technical support is good, they'll escalate tickets if need be and they'll get engineers on board if that's what's required.
How was the initial setup?
The initial setup is straightforward, just click the button.
What's my experience with pricing, setup cost, and licensing?
The cost depends on the size and on what you're using. I've had customers who spend a million dollars a year and customers that spend $20,000 a year. If you're not using it, it shuts off and you're not paying anything.
What other advice do I have?
I would recommend starting small and growing into it. Don't overbuy. If you're going to get discounts and you're going to buy a block of credits for the year, make sure you need those blocks because you're not going to peak until the second or third year of implementation. It's easier than a traditional environment and allows for focus on the value that can be provided.
I rate this solution 10 out of 10.
Disclosure: My company has a business relationship with this vendor other than being a customer: Partner
Senior Software Engineer at a consultancy with 10,001+ employees
Efficient data management with enhanced warehouse capabilities and good performance
Pros and Cons
- "The most important feature is the warehouse functionality."
- "When we insert data into a large table, it takes a lot of time."
What is our primary use case?
I use Streamlit apps and Snowflake Analytics for analytics, data warehousing, migration, creating reports, and segregation. It is used to create reports for analytics for users.
How has it helped my organization?
We don't have to transfer the data as Snowflake's data sharing capabilities allow us to handle data more efficiently. It stands out against the other tools in the market.
What is most valuable?
The most important feature is the warehouse functionality. Increasing the warehouse size helps cater to large amounts of data without worrying about performance issues.
What needs improvement?
When we insert data into a large table, it takes a lot of time. This performance issue can be improved.
For how long have I used the solution?
I have been using Snowflake Analytics for almost four years. I have used it myself.
What do I think about the scalability of the solution?
If you increase the size of the warehouse, the performance is taken care of. It scales well with large data volumes.
What's my experience with pricing, setup cost, and licensing?
We don't handle the price part. However, our customer is happy with our services regarding Snowflake Analytics.
What other advice do I have?
I would recommend Snowflake Analytics, even with the performance issue related to large table insertions.
I'd rate the solution eight out of ten.
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Other
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Last updated: Nov 26, 2024
Flag as inappropriateGood storage and optimization with helpful support
Pros and Cons
- "The performance has been good."
- "We haven't seen any areas that are lacking."
What is our primary use case?
The solution is a flexible data warehouse. It can be used for computing and storage. There's also the potential for automation. With Snowflake, you can use the same copy in multiple places.
Once your data is on Snowflake, you can have that data differential to reportings. You can start using the analytics on top of it as well.
What is most valuable?
The data integration is great. We don't have to do data pipeline creation or time travel testing.
The storage is good.
It's got good optimization.
We really like the engineering and the data within Snowflake.
The performance has been good.
We like how we can have one copy that can be used in multiple places.
What needs improvement?
We haven't seen any areas that are lacking. I can't recall coming across missing features. Over the last two to three years, we haven't had issues.
For how long have I used the solution?
I've used the solution for almost three years now.
What do I think about the stability of the solution?
The solution is stable. A lot of it comes pre-configured and we haven't had any issues with it. There are no bugs or glitches and it doesn't crash or freeze.
What do I think about the scalability of the solution?
With Snowflake, you are using the cloud, storing data in a cloud. It's scalable for that reason. It's not a problem if you need to have more data or more space.
How are customer service and support?
Typically, the client will have their own support team. We don't really deal with the support side of things.
My understanding is that their support is pretty good and clients are happy with their level of service. They work hard to resolve issues.
How would you rate customer service and support?
Positive
How was the initial setup?
The deployments vary. We first need to understand what the deployment is, and how much data will be pulled. When it comes to implementation, sometimes clients do some revisions and that must be taken into account as well.
You need some expertise. Setting up Snowflake, the installation, configuration, and everything, are all separate skills altogether.
That said, it's not overly difficult. Most of it the things you're doing are automatic value configuring for the grid function.
What about the implementation team?
We are able to handle the initial setup for clients. We collaborate with Snowflake.
What was our ROI?
We haven't witnessed any ROI, however, it's not really a goal of the solution.
What's my experience with pricing, setup cost, and licensing?
The cost of the solution depends on how much you are using it, and therefore, the pricing can vary from company to company.
What other advice do I have?
We are partners with Snowflake.
In the last four or five years, Snowflake has actually blown up. Before that, it was quite low in terms of visibility and potential. We have now done multiple engagements on Snowflake.
Right now the snowflake is adding the multiple clients we using all editions.
We're using a variety of clouds, including AWS and Azure.
I'd rate the solution nine out of ten. While we've done many complex implementations, Snowflake always has a way of simplifying things.
Which deployment model are you using for this solution?
Public Cloud
If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?
Amazon Web Services (AWS)
Disclosure: I am a real user, and this review is based on my own experience and opinions.
Vice President --Analytics & Digital Transformation at Polestar Solutions & Services India Pvt Ltd
Comes with a simple learning curve, making it easy to understand and learn for users
Pros and Cons
- "Scalability-wise, I rate the solution a ten out of ten."
- "The product's cost is an area of concern where improvements are required."
What is our primary use case?
I use the solution in my company for the real estate and housing industry. The tool is also used in the CPG industry.
How has it helped my organization?
The benefits that my company has experienced from the use of the product stem from the fact that it is easy to maintain the platform. The most important part about the product is that it is designed with the help of SQL, so users need not have a specific skill set to run the product. Any person with knowledge of SQL can easily use the product.
What is most valuable?
The most significant feature of the product that has an impact on data analytics stems from the fact that the tool offers functionalities to help users with data warehousing and AI features. The features of the product are available in such a way that there is a separation in the nature of the computation and storage part the tool offers, making the overall tool very fast. The product is easy to use since it uses SQL or structured query language. Most of the people or technicians in the market are comfortable with SQL or structured query language, making it a tool that is easy to use and understand since it is easy to learn about the solution. Developers or programmers with knowledge of SQL can easily move to Snowflake Analytics, as the product comes with a simple learning curve.
What needs improvement?
The tool needs to introduce a desktop client so that users can handle the design part, as it is one area where the product lacks and needs to improve. Instead of having to visit the product's web portal, the tool should be installed on a desktop client through which users can indulge in the development process on their local systems.
The product's cost is an area of concern where improvements are required. One part of the cost is attached to the product, and the other part is attached to the solution provider. There should be more transparency provided to users, stating which costs are attached to the product and the prices managed by the solution provider.
For how long have I used the solution?
I have experience with Snowflake Analytics for five years. My company has implemented the product for some of our clients.
What do I think about the stability of the solution?
Stability-wise, I rate the solution a nine out of ten.
A lot of features are offered under different tools from Snowflake Analytics. Recently, the product has started to use Python language, along with other languages like SQL. Users need to rely on and use the cloud to carry on with the development phase attached to the solution.
What do I think about the scalability of the solution?
Snowflake Analytics offers the same amount of scalability as the other solutions in the market because it is a tool that is available on the cloud. Scalability-wise, I rate the solution a ten out of ten.
My company deals with around six to seven customers of the product.
I would say that around 100 people use the tool.
How are customer service and support?
There is a different team in my company that connects with the solution's technical support.
How was the initial setup?
The product's initial setup phase is easy in the areas of development and implementation.
The product's deployment phase needs users to follow the standard procedures used under the CI/CD deployment process. You can design it with the help of the CI/CD deployment process. The deployment process is simple.
The solution is deployed on the cloud.
What's my experience with pricing, setup cost, and licensing?
The product's licensing cost varies depending on the models and different structures offered by the solution. I feel that the cost of the product is fine. I rate the product's licensing cost a five or six on a scale of one to ten, where one is low price, and ten is high price.
What other advice do I have?
The product is useful in areas like data warehouse and data analytics since such functionalities of the tool are widely used by my company's clients.
Considering the ease of use that the product provides to support my company's teams' daily operations, I would say that the tool offers help in the area of projects and support.
The product handles data security and compliance areas by providing high security as the tool offers container services, making it highly secure for users during data sharing. The users can have permission authority, without which others cannot see the data that is highly secured within the container.
I recommend the product to those who plan to use it.
The product is easy to scale out. The solution is available on the cloud, and its basic development nature falls under the SQL side, which is something that makes it favorable for development teams across the world. It is easy to learn about the product and start working on it, meaning it has a simple learning curve.
I rate the overall tool a nine out of ten.
Disclosure: My company has a business relationship with this vendor other than being a customer: Implementer
Development manager at Amdocs
Highly-recommended, efficient and affordable solution for data processing
Pros and Cons
- "One of the valuable features is the solution’s time travel capability. The solution is highly stable. The solution is highly scalable. The initial setup is straightforward, and the deployment process is quick and efficient. I recommend the solution. Overall, I rate it a perfect ten."
- "The solution’s interface is good but it could be improved."
What is most valuable?
One of the valuable features is the solution’s time travel capability. The loading process exhibits characteristics of low coding for similar loads. Unlike before, where extensive scripting was necessary, Snowflake Analytics simplifies tasks such as file exposure through SQL, a familiar and flexible language for all. Even common commands like the copy command become more straightforward, making coding in this solution more accessible and efficient.
What needs improvement?
The solution’s interface is good but it could be improved.
For how long have I used the solution?
I have worked with the solution for almost three years.
What do I think about the stability of the solution?
The solution is highly stable.
What do I think about the scalability of the solution?
The solution is highly scalable. We cater to enterprise businesses. I rate it a perfect ten.
How was the initial setup?
The initial setup is straightforward, and the deployment process is quick and efficient.
What's my experience with pricing, setup cost, and licensing?
The solution's pricing is affordable.
What other advice do I have?
I recommend the solution. Overall, I rate it a perfect ten.
Which deployment model are you using for this solution?
Public Cloud
Disclosure: My company has a business relationship with this vendor other than being a customer: Implementer
Business Intelligence Team Lead at Oxagile
A stable solution that has the ability to control and manage the cost of a project
Pros and Cons
- "The most valuable feature of Snowflake Analytics is the ability to control and manage the cost."
- "The solution’s scalability could be improved."
What is our primary use case?
We use Snowflake Analytics as the main data source for a project.
What is most valuable?
The most valuable feature of Snowflake Analytics is the ability to control and manage the cost.
What needs improvement?
The solution’s scalability could be improved.
For how long have I used the solution?
I have been using Snowflake Analytics for about two and a half years.
What do I think about the stability of the solution?
The solution's stability is pretty good. I rate Snowflake Analytics a nine out of ten for stability.
What do I think about the scalability of the solution?
Around 1,000 users use the solution in our organization.
I rate Snowflake Analytics a six out of ten for scalability because we faced some issues on big projects.
How are customer service and support?
The solution's technical support team responds on time, but some complicated issues take time to be resolved.
What's my experience with pricing, setup cost, and licensing?
Snowflake Analytics is not an expensive solution, and its pricing is average.
What other advice do I have?
Overall, I rate Snowflake Analytics an eight out of ten.
Disclosure: I am a real user, and this review is based on my own experience and opinions.

Buyer's Guide
Download our free Snowflake Analytics Report and get advice and tips from experienced pros
sharing their opinions.
Updated: March 2025
Popular Comparisons
Amplitude
Adobe Analytics
Mixpanel
Glassbox
Buyer's Guide
Download our free Snowflake Analytics Report and get advice and tips from experienced pros
sharing their opinions.
Quick Links
Learn More: Questions: