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Sunny Kumar - PeerSpot reviewer
Specialist Programmer at Infosys
MSP
Mar 7, 2023
Simple setup, reliable, and high performance
Pros and Cons
  • "The most valuable feature of Snowflake is its performance. We can access the data quickly. Additionally, it handles structured and non-structured data."
  • "The solution could improve by allowing non-structured data, such as PDFs, images, or videos. We cannot see the data."

What is our primary use case?

I am using Snowflake for migrating data and table backups.

What is most valuable?

The most valuable feature of Snowflake is its performance. We can access the data quickly. Additionally, it handles structured and non-structured data.

What needs improvement?

The solution could improve by allowing non-structured data, such as PDFs, images, or videos. We cannot see the data.

For how long have I used the solution?

I have been using Snowflake for approximately three years.

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Snowflake
February 2026
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What do I think about the stability of the solution?

The stability of Snowflake is good.

What do I think about the scalability of the solution?

Snowflake is a scalable solution.

We have approximately 200 to 300 people using the solution.

How was the initial setup?

The initial setup of Snowflake is easy.

What other advice do I have?

If the use case fits the solution then I would recommend it. For example, if you have large data and want the rational database backed up, this solution would be a good choice.

I rate Snowflake an eight out of ten.

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?

Disclosure: My company does not have a business relationship with this vendor other than being a customer.
PeerSpot user
KumarRajeev - PeerSpot reviewer
Senior Software Engineer at a consultancy with 10,001+ employees
Real User
Top 5
Mar 22, 2023
Reasonably priced solution but credit performance could be improved
Pros and Cons
  • "The features I found most valuable with this solution are sharing options and built-in time zone conversion."
  • "I see room for improvement when it comes to credit performance. The other thing I'd like to be improved is the warehouse facility."

What is our primary use case?

Our current plan and use case for this solution is to migrate the data from on-premises to the cloud. We are currently using on-prem monitor data and providing it on the cloud. We are using Snowflake so that once the data is in there, we are trying to create shares over it so that external systems can't consume it.

What is most valuable?

The features I found most valuable with this solution are sharing options and built-in time zone conversion.

What needs improvement?

I see room for improvement when it comes to credit performance. The other thing I'd like to be improved is the warehouse facility. 

In the next release, I'd like to see easier connectivity to the on-premises tools.

For how long have I used the solution?

I have been using this solution for about three years.

What do I think about the stability of the solution?

My impression from using this product for the last three years is that it is quite stable.

What do I think about the scalability of the solution?

My impression is that this is a scalable solution. There are around 200 users of this solution at our company, including three administrators.

How was the initial setup?

The initial setup process was not that complex and it took around six months.

What about the implementation team?

The implementation was done by an in-house team.

What's my experience with pricing, setup cost, and licensing?

My impression is that the pricing of this solution is reasonable.

What other advice do I have?

I would rate this solution a seven, on a scale from one to 10, with one being the worst and 10 being the best.

Disclosure: My company does not have a business relationship with this vendor other than being a customer.
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Buyer's Guide
Snowflake
February 2026
Learn what your peers think about Snowflake. Get advice and tips from experienced pros sharing their opinions. Updated: February 2026.
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Sreenivasan Ramanujam - PeerSpot reviewer
Director -Data Architecture and Engineering at Restoration Hardware
Real User
Feb 12, 2023
Scalability is a big plus and the storage is cheap
Pros and Cons
  • "Scaling is a big plus point of Snowflake."
  • "The design of the product is easily misunderstood."

What is our primary use case?

The use cases are data warehousing, data pipelining, data engineering, reporting, and dashboarding. Instead of using Oracle or other systems, you can simply put Snowflake there. It works like a normal database. This way, you avoid consuming the system with extra data. So the experience so far is good.

What is most valuable?

One of Snowflake’s most valuable features is that you don't need to worry about computing. You don't need to scale up the compute size. When you are using a compute pay-per-use model and the storage is cheap, the data can go from terabytes to petabytes. In this case, you don't need to procure any new hardware or software, it automatically scales up.

What needs improvement?

I think the problem is maybe the design of the product. It is supposed to be a warehouse product, you can't expect it to be a transaction system. It is not designed for transaction systems. It's purposely built for data warehouses. So people cannot expect to use Snowflake for transaction systems. They misunderstand the product.

So I would not call it a product negative. I would say it's more of a user error, for example, people using a hammer for something else. But that's a problem. It works perfectly fine, otherwise.

They need to work on the design. That would suffice.

For how long have I used the solution?

I have been using Snowflake day in and day out for four and a half years now.

What do I think about the stability of the solution?

It’s a stable product. I don't think there is any problem. I think the product is engineered well.

What do I think about the scalability of the solution?

It is good at scaling. You can scale it horizontally or scale vertically. That's a big plus. Scaling easily is a big thing.

How are customer service and support?

They are really good and responsive. I normally raise the ticket and they immediately come back with an email. They keep posting updates and follow-up promptly.

How was the initial setup?

There is no setup issue at all. It's very smooth. You need to do a simple login. If you're doing the initial setup, it's maybe a couple of days of work. That's it. If you are migrating or want to do a proper new database setup, it's just a day's work.

What's my experience with pricing, setup cost, and licensing?

We use Snowflake pretty heavily. We pay a significant amount of money for the tool. I'd say we pay $300k to $400K every year.

What other advice do I have?

It's a great product. I think people don't need to stick to traditional Oracle systems and rather go for Snowflake. There you don't need to worry about any updates. It is a cloud product, so it automatically updates regularly. The advice is to get used to this way of working as it's new. You have to get familiar with the technology, and a little bit of the terminology. It's a very good product. I would rate it eight out of ten.

Disclosure: My company does not have a business relationship with this vendor other than being a customer.
PeerSpot user
Anthony Fiorino - PeerSpot reviewer
SVP, Head of Enterprise Data Mgmt & Data Intelligence at a financial services firm with 5,001-10,000 employees
Real User
Nov 25, 2022
An entirely automated solution that decreased our time to market with fantastic customer support
Pros and Cons
  • "Everything is automatic, and I don't have to do any maintenance."
  • "Snowflake is ahead of the competitors because it's completely automatic and hands-off in terms of maintenance."
  • "More data governance and access control features would be a welcome addition."
  • "Snowflake is expensive, but when I consider what we get for that price, it's fair."

What is our primary use case?

We use the solution as a data warehouse for our financial services firm. 

How has it helped my organization?

The core feature of the platform is everything works, and that's what I like about it. Our time to market is faster, it requires less maintenance, and I can build and deploy a product exceptionally quickly.

What is most valuable?

Everything is automatic, and I don't have to do any maintenance.

What needs improvement?

I want tokenization, so they could either acquire a company that does tokenization or somehow integrate with one. If I could do tokenization in line with other development without having a third-party system, that would ease integration and security, of course.

More data governance and access control features would be a welcome addition.

For how long have I used the solution?

We have been using Snowflake for about three and a half years. 

What do I think about the stability of the solution?

Snowflake is a stable platform. 

What do I think about the scalability of the solution?

The power of Snowflake is that it scales automatically and indefinitely. We have around 500 internal users using the solution daily, and most of our applications use the product in some shape or form, so that's a few hundred thousand external users.

How are customer service and support?

The support model is that we have a Snowflake rep, and if I need anything, I can reach out to him, and he can get people on board within minutes. The support is fantastic.

How would you rate customer service and support?

Positive

Which solution did I use previously and why did I switch?

We weren't satisfied with our data warehouse, AWS Redshift, Oracle, and some on-prem elements such as a SQL Server. We wanted a cloud data warehouse that didn't require a lot of manual intervention and maintenance, DBAs and so on. We wanted a solution that could scale automatically and pay-as-you-go to cut down on wasteful infrastructure. Therefore, Snowflake made a lot of sense, plus compared to Redshift at the time, the separation of storage and computing was huge. That was an essential differentiator for us.

We previously used ThoughtSpot, specifically their Falcon engine, their appliance version, and it did everything on its own. We brought in Snowflake later when ThoughtSpot introduced their product called Embrace. We were among the earliest adopters to switch, and six to eight months after, we integrated with Snowflake.

How was the initial setup?

The initial setup was straightforward; it was one of the easiest I've done, so I rate the solution five out of five for ease of setup.

What about the implementation team?

We carried out the deployment in-house, and Snowflake is a SaaS solution, so setup was rapid. All we needed was some user account information. 

What's my experience with pricing, setup cost, and licensing?

Snowflake is expensive, but when I consider what we get for that price, it's fair. I rate the solution three out of five for affordability, right in the middle. 

What other advice do I have?

I rate the solution nine out of ten. 

Snowflake is ahead of the competitors because it's completely automatic and hands-off in terms of maintenance. Many of the competitor products have similar features to Snowflake, but what they call automatic still requires someone to understand it. If they give us 100 levers, somebody has to know what each of them does and when to pull them, whereas Snowflake is entirely hands-off.

My advice to potential customers is to have a team member who understands performance tuning and to figure out optimal credit usage ahead of time to avoid wasteful spending.

The implementation is essential because the solution provides a lot of power out of the box, and the initial configuration needs to be fit for purpose. If I have a relatively small use case where I don't need much power or don't have much data, the product needs to be configured for that. As opposed to an external case where I might need high power for a government job, for example, then the configuration needs to be scaled up.

Disclosure: My company does not have a business relationship with this vendor other than being a customer.
PeerSpot user
Erik Jones - PeerSpot reviewer
Head of BI and Analytics at HyperScience
Real User
Nov 21, 2022
Enables up-to-date, consistent, and useful reporting for the entire company
Pros and Cons
  • "Snowflake is scalable both in terms of the amount of data that you can run through it and the number of users that engage with it."
  • "Snowflake has improved our organization by powering company-wide dashboards that functions use to understand and manage their business."
  • "There is room for improvement in Snowflake's integration with Python. We do a lot of SQL programming in Snowflake, but we go to a different tool to program when we have to in Python."
  • "There is room for improvement in Snowflake's integration with Python."

What is our primary use case?

Snowflake is our centralized data warehouse. We bring all of our business critical information to Snowflake. It also powers all of our dashboard's reporting and analytical models.

How has it helped my organization?

Snowflake has improved our organization by powering company-wide dashboards that functions use to understand and manage their business. We also have dashboards that go up to our board of directors and our C-suite. Snowflake allows us to have up-to-date, consistent, and useful reporting for the entire company.

What is most valuable?

I found Snowflake's performance to be its most valuable feature. The product is an incredibly fast and performant data warehouse. We handle a lot of semi-structured data natively with it, which is nice. 

I also appreciate Snowflake's scalability. As the company has grown, as the number of Snowflake users have grown, I have not had any issue scaling.

What needs improvement?

There is room for improvement in Snowflake's integration with Python. We do a lot of SQL programming in Snowflake, but we go to a different tool to program when we have to in Python. However, I know this is an area that Snowflake's working on.

For how long have I used the solution?

I have been using Snowflake for a year and a half at my current company. I have an additional six years of previous experience. 

What do I think about the stability of the solution?

Snowflake is incredibly stable. I have never had an issue with Snowflake outages.

What do I think about the scalability of the solution?

Snowflake is scalable both in terms of the amount of data that you can run through it and the number of users that engage with it. We have five direct users and then, because Snowflake powers all the dashboards, 250 indirect users.

We plan to increase our Snowflake usage in the future. As we send more data through it and build out more sophisticated dashboards and reporting and especially statistical modeling, we will increase our usage.

How are customer service and support?

I have not had a lot of issues with Snowflake, so I haven't had to utilize technical support that much. But when I have had issues, I received a response in a couple days, not the same day. The responses sometimes help solve the issue and sometimes not. The technical support could be better. 

How would you rate customer service and support?

Neutral

Which solution did I use previously and why did I switch?

I did not previously use a different solution at my current company. 

How was the initial setup?

The initial setup was very straightforward. 

What about the implementation team?

Our employment was done in-house. In fact, I did it myself. 

What was our ROI?

We have seen a return on investment with Snowflake. 

What's my experience with pricing, setup cost, and licensing?

We spend between $30,000 and $50,000 a year for Snowflake licensing.

Which other solutions did I evaluate?

I did not evaluate other options. I have been using Snowflake for so long and it has been so good for me to use that didn't need to.

What other advice do I have?

I think Snowflake is fantastic for both storing data and querying your data, but you should always maintain visibility into your costs. They can run up and get out of control if you're not aware of who's using Snowflake and why.

Disclosure: My company does not have a business relationship with this vendor other than being a customer.
PeerSpot user
Luis Miguel Goez - PeerSpot reviewer
Senior Manager Information Technology Infrastructure at SURA
Real User
Nov 12, 2022
User-friendly and very reliable for our data lake and data warehouse projects
Pros and Cons
  • "A user-friendly and reliable solution."
  • "Snowflake is user-friendly and reliable in creating the data warehouse and carrying out data modeling."
  • "The data science functionality could be improved in terms of the machine learning process."
  • "The current API is very limited and difficult to configure."

What is our primary use case?

We are currently using this product for data lake and data warehouse projects. Snowflake creates our repositories and enables the view from other tools like Docker and Power BI to create that data mesh. We use the data to create a process inside the warehouse. We are customers of Snowflake and I'm the senior manager of information technology infrastructure.

What is most valuable?

Snowflake is user-friendly and reliable in creating the data warehouse and carrying out data modeling. 

What needs improvement?

I'd like to see the data science functionality improved to a degree that would enable data scientists to work together with the data engineering team. The solution is focused on SQL and some kind of language or free support would be useful and would add some functionality to the machine-learning process. 

The current API is very limited and difficult to configure. It's not easy to create an API and start changing data so some kind of API to expose the data would be good. We use Docker to check the data but if we could get an API that allows other tools to access the data that would be great. 

For how long have I used the solution?

I've been using this solution for two years. 

What do I think about the scalability of the solution?

The scalability is good. There are around 35 people in the company using Snowflake and six engineers dealing with maintenance. 

How are customer service and support?

The technical support is good. 

How would you rate customer service and support?

Positive

How was the initial setup?

The initial setup was simple and took about a month. The main point is to align the data governance and integration process because you only need to click a button to start. We had a service engineer from Snowflake help with that.

What was our ROI?

If you use the tool well, you'll see ROI from your investment.

What's my experience with pricing, setup cost, and licensing?

It's important to understand the licensing model because if you're paying for the software, you're not necessarily aware of the use. It's important to monitor how you're using the resources otherwise you can find yourself in a difficult situation. Licensing costs depend on the agreement you have with Snowflake.

What other advice do I have?

I rate this solution nine out of 10. 

Disclosure: My company does not have a business relationship with this vendor other than being a customer.
PeerSpot user
reviewer1663572 - PeerSpot reviewer
Manager IT BRM/FRM at a manufacturing company with 10,001+ employees
Real User
May 23, 2022
Supports different development languages, but needs better data sharing capabilities
Pros and Cons
  • "The adaptation to development languages is most valuable. Our developers can SQL code or something else. It has been convenient in that regard."
  • "However, I would highly recommend it in terms of setting up data warehousing internally over an Azure solution, such as Synapse, or something else."
  • "The data sharing capabilities across business units within the organization should be better."
  • "The data sharing capabilities across business units within the organization should be better."

What is our primary use case?

We're ingesting third-party data analytics into a database held within Snowflake. We have pre-production and production environments with integration to staging and production schemas.

How has it helped my organization?

It has improved the way our organization functions. However, we're still pretty elementary in our understanding of how it all works and the complete capabilities of Snowflake.

What is most valuable?

The adaptation to development languages is most valuable. Our developers can SQL code or something else. It has been convenient in that regard.

What needs improvement?

The data sharing capabilities across business units within the organization should be better. There could also be better integration.

For how long have I used the solution?

I have been using Snowflake for a year and three months.

What do I think about the stability of the solution?

We have high confidence in it.

What do I think about the scalability of the solution?

We have high confidence in its scalability. In terms of its users, for our solution, we only have a team of 10, but we have plans to increase its usage.

How are customer service and support?

We haven't had any technical contact. All of it has been internal for our organization.

Which solution did I use previously and why did I switch?

This is a net-new solution. So, it's brand new. We chose Snowflake for a variety of reasons, but mainly, we chose it for its scalability and data sharing capabilities.

How was the initial setup?

I would rate it a three out of five in terms of complexity just because we didn't have any Snowflake developers that were available. The implementation took about three months.

What about the implementation team?

We implemented it on our own.

What was our ROI?

We have not yet seen an ROI.

What's my experience with pricing, setup cost, and licensing?

We're based on credits. So, we're paying four and a half dollars of credit. There are no additional costs. I would rate it a two out of five in terms of pricing.

What other advice do I have?

I would advise ensuring that you have the expertise with domain knowledge in Snowflake. The time from initial concept to deployment could be expedited extremely fast. Just from our internal learnings, we see that our time to production has increased month over month.

I would rate it a six out of ten just because we're unaware or naive to the full capabilities of the product. However, I would highly recommend it in terms of setting up data warehousing internally over an Azure solution, such as Synapse, or something else.

Which deployment model are you using for this solution?

Private Cloud

If public cloud, private cloud, or hybrid cloud, which cloud provider do you use?

Microsoft Azure
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
PeerSpot user
MedhaValvekar - PeerSpot reviewer
Sr Manager at Cognizant
Real User
May 21, 2022
Easy to set up with great cloning and time travel
Pros and Cons
  • "Time travel is one feature that really helps us out."
  • "The way Snowflake has emerged in the past few years is impressive."
  • "The solution could use a little bit more UI."
  • "If you're running a procedure, it just gives a standard error instead of the exact error captured."

What is our primary use case?

We have day-in and day-out data coming from our various heterogeneous source systems. We read from that and we load data into our target tables, or rather data lake and data warehouse that is built into Snowflake. We can even translate and delete items. Apart from that, we use the tasks and schedule jobs within Snowflake. Once the data is generated into the final data material, we share it with the client for their review.

What is most valuable?

Time travel is one feature that really helps us out. If there is some data discrepancy or something wrong that happens with the table, at any point, we can get that data back and time travel via fail-safe features. They're really good. 

The feasibility to increase horizontal or vertical scaling is great. It really helps a developer at an enterprise level. If you're considering scaling, it won't take much time. 

We can create cloning via Snowflake. There's a lot of time savings.

The initial setup is simple. 

What needs improvement?

The solution could use a little bit more UI. Something was in process, however, it's not yet deployed or in the version that I'm using it is not deployed. If we have to use any table or any schema in other DB features, the prompt comes over after a dot. Whenever we are using it it would really help if it looked better. 

If you're running a procedure, it just gives a standard error instead of the exact error captured. If you have to look at it, you need to go into the history to look into which query failed, and we need to figure it out. Instead, if the error, whatever it is, is instead displayed in the history, showing the point of failure, it would be more visible. It would save some time for all the people who are using it.

There are some reporting analytics that we can use. I'm aware of those. However, if there was more reporting, we'd appreciate that. We'd like for it to become a complete one-stop-shop solution. 

We'd like to have some automation around small tasks, especially around scheduling.

For how long have I used the solution?

I've been working on the solution for two years. 

What do I think about the stability of the solution?

In the past three years, I have faced instability. In just one or two instances, I would say when we were running the queries, it was not fetching any result and the error was not proper. That said, that happened in just one or two instances, in the lower environments. Otherwise, the product is very stable.

What do I think about the scalability of the solution?

The solution is quite scalable both horizontally and vertically. It's an easy job. We just need to resize it. 

Within our module, there are around eight to ten people who are working on Snowflake. In a full project, if I'm looking at the holistic picture, there are around 30 to 40 people who are using Snowflake.

How are customer service and support?

We've reached out to technical support in the past. In some cases, we were not even able to fetch the data. Or, a couple of times, in the time traveler, the pay phase time was expired and we had to retrieve that data. When that happened, we had to reach out to Snowflake support. In the first instance, they said there was downtime at that server, which we were not informed about. Since it was in the lower environment, it didn't cause an issue. 

Overall, the technical support was really good. They were on it. They helped as much as they could. For a few things they needed some approvals, and they took that. They got back to us in even less time than was required by the SLA.

How would you rate customer service and support?

Positive

Which solution did I use previously and why did I switch?

We are also working with Teradata.

The main difference is that Snowflake is on a cloud server and Teradata is still a legacy system. Teradata was one of our source systems. We were loading it into Snowflake. With Teradata, when you create primary care, something constrains the way you want to do it so that you do not put an additional effort into your ETL. That changes when it comes to Snowflake. If you're clustering something on a case, obviously you end up paying the extra cost. That is one basic and main difference that we saw.

That said, you can process a huge amount of data in Snowflake. This becomes a challenge in Teradata. When we were reading the data, we had to load that data into Snowflake. When we were trying to read that data, we had to obviously divide it into chunks and then load it into Snowflake. Loading into Snowflake was like a cakewalk. Everything is moving into the cloud now. Legacy systems like Teradata just can't handle the amount of data required. 

I've worked on many of the legacy systems like Oracle, DB2, et cetera. Migration from one environment to a higher environment was a huge thing. The DVS used to take two or three days sometimes depending on how many tables or what the objects are and what they had to create. Now, with the cloning feature that we have, the idle time for the developers, or even the people who are looking at the data, the analysts, and everyone, is reduced to none. We just clone it, we load the data and the data is available without any hindrances.

How was the initial setup?

The solution is straightforward. 

My Azure ID was created by the DBA. As soon as I had to log in, my user role was set up. To log in to the interface hardly took me more than two or three minutes. Compared to our Data Bricks, it was pretty simple. It's hassle-free. 

The maintenance of the DBs and the production services are normally taken care of by the team itself who's handling the production support. However, just in case, if there is something, if a huge mishap happens, which we cannot recover, or we would need Snowflake customer support help, that is when the help is taken. Otherwise, the team handles everything in-house. 

The majority of the cases that we have seen are some queries stuck somewhere and out of the blue. In the case of some source data, it decides to send you a huge amount of data on a particular day. While we have seen some mishaps, a regular case requires our developers to deal with it.

What about the implementation team?

We handled the initial setup in-house. 

What's my experience with pricing, setup cost, and licensing?

The pricing is fair for all the features that Snowflake is providing. The way Snowflake has emerged in the past few years is impressive. It was just a beginner in the space, and it has become a leader in the market. For all the features it provides at a basic cost, it is impressive.

There are no extra costs involved unless you need to scale and grow and need more in terms of size. When we started, a medium-size was sufficient. We'd since needed more. 

The solution allows us to suspend our warehouse as well if we would like. 

That said, even if you're paying a little more cost for the data safety that you have, you will ensure that there is no data loss that will happen. It's very impressive.

What other advice do I have?

My past company was a Snowflake customer. This current company is not, however, it may be on the verge of it. 

I'm using the latest version of the solution. We switched clouds at some point. I was using it on AWS, and now it is on Azure. 

I'd recommend the solution to others. I would rate it nine out of ten. 

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?

Microsoft Azure
Disclosure: My company does not have a business relationship with this vendor other than being a customer.
PeerSpot user
Buyer's Guide
Download our free Snowflake Report and get advice and tips from experienced pros sharing their opinions.
Updated: February 2026
Buyer's Guide
Download our free Snowflake Report and get advice and tips from experienced pros sharing their opinions.