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Snowflake vs StarTree comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 26, 2025

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Snowflake
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
108
Ranking in other categories
Data Warehouse (1st), Cloud Data Warehouse (1st), AI Synthetic Data (1st), Database Management Systems (DBMS) (6th), AI Software Development (8th)
StarTree
Average Rating
10.0
Number of Reviews
1
Ranking in other categories
Cloud Analytics (13th)
 

Mindshare comparison

Snowflake and StarTree aren’t in the same category and serve different purposes. Snowflake is designed for Cloud Data Warehouse and holds a mindshare of 15.4%, down 16.8% compared to last year.
StarTree, on the other hand, focuses on Cloud Analytics, holds 1.0% mindshare.
Cloud Data Warehouse Mindshare Distribution
ProductMindshare (%)
Snowflake15.4%
Databricks9.3%
Teradata9.2%
Other66.1%
Cloud Data Warehouse
Cloud Analytics Mindshare Distribution
ProductMindshare (%)
StarTree1.0%
IBM Turbonomic21.5%
Densify15.8%
Other61.7%
Cloud Analytics
 

Featured Reviews

SunilPatil1 - PeerSpot reviewer
Asset Builder at Genpact - Headstrong
Have prioritized security while managing multi-agent data migration and cloud adoption
We utilize Time Travel with Snowflake because this is a very useful feature. Everyone finds it crucial because in conventional data platforms, it's very difficult to handle these kinds of things. This feature is essential, though I don't have the use cases currently; it is just there for implementation. Regarding Snowflake's automated scaling and suspension features, this auto-scaling is very significant. We had a comparison with Databricks and Snowflake a few months back, and this auto-scaling takes an edge within Snowflake; that's what our observation reflects.
reviewer2783514 - PeerSpot reviewer
Senior Manager, Software Development Engineering at a pharma/biotech company with 10,001+ employees
Real-time analytics have improved data processing speed and reduced query calls
I think the best features StarTree offers is the charting. What stands out to me about the charting feature is the speed. StarTree has positively impacted my organization because it's open source, and it lowered the calls and the speed. When I say it lowers the calls, I mean it reduces the number of queries or API calls.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Snowflake solves many of the challenges that traditional data warehousing tools have such as a lack of agility, scalability and fine-tuning."
"By integrating everything into a single Snowflake platform, we have lowered the total cost of ownership quite a bit."
"With no effort on our part, we could have a stronger system compared to the effort and cost of doing a similar thing on-premises."
"Snowflake on cloud is the best right now."
"Its performance is a big advantage. When you run a query, its performance is very good. The inbound and outbound share features are also very useful for sharing a particular database. By using these features, you can allow others to access the Snowflake database and query it, which is another advantage of this solution. It has good security, and we can easily integrate it. We can connect it with multiple source systems."
"The distributed architecture of Snowflake has the capacity to process huge datasets faster and allows us to scale up and down according to our needs."
"Snowflake is a database, and it is very good and useful. The most interesting part is that memory management is very good in Snowflake. For a business intelligence project, SQL Server is taking a lot of time for reporting services. There are a lot of calculations, and the reporting time is shown as two minutes, whereas Snowflake is taking just two seconds for the same reporting services."
"Snowflake is user-friendly and reliable in creating the data warehouse and carrying out data modeling."
"StarTree has positively impacted my organization because it's open source, and it lowered the calls and the speed."
 

Cons

"They need to incorporate some basic OLAP capabilities in the backend or at the database level. Currently, it is purely a database. They call it purely a data warehouse for the cloud. Currently, just like any database, we have to calculate all the KPIs in the front-end tools. The same KPIs again need to be calculated in Snowflake. It would be very helpful if they can include some OLAP features. This will bring efficiency because we will be able to create the KPIs within Snowflake itself and then publish them to multiple front-end tools. We won't have to recreate the same in each project. There should be the ability to automate raised queries, which is currently not possible. There should also be something for Exception Aggregation and things like that."
"Users considering adding the solution should understand that Snowflake can be used only for transactional processing, not for analytical processing."
"I have heard people having difficulty with the machine learning model, so there may be room for improvement."
"I can only access Snowflake from the web. It would be better if we could have an app that we can install locally on our laptops to connect to the server without needing to go to the web page. Apart from that, it's hard to point out any limitations in the tool."
"It's difficult to know how to size everything correctly."
"Currently there isn't end-to-end or B2B sharing of data."
"Snowflake could improve migration. It should be made easier. It would be beneficial if it could offer some OLTP features. One of our customers was using Oracle for both data warehousing and OLTP workloads, and they were able to migrate their data warehousing workloads to Snowflake without major issues. However, for some of their OLTP requirements, such as needing a response time of fewer than 10 milliseconds for certain queries, Snowflake is currently unable to provide that."
"Currently, Snowflake doesn't support unstructured data."
"StarTree could be improved with better support, as I think it would be better to have a quicker response when we raise an issue."
 

Pricing and Cost Advice

"Snowflake is a cost-effective solution."
"The price of Snowflake is quite reasonable."
"Pricing is based on usage. It is the most expensive of our data tools."
"I am not much aware of the price, but based on what I have analyzed so far, its cost is reasonable as compared to on-prem data warehouse solutions. It provides a great deal for production."
"Currently, we have a trial account, so we don't need a license. After our project starts, we would need a permanent license."
"It is on a monthly basis. It is based on your usage. There are no additional costs from the point of the licensing fee. We do give some kind of evaluation to the customers about how much it is going to be. You can decide in Snowflake the virtual machine that you are using for customers. There are several kinds of virtual machines that you can use. It is similar to the clothing sizes: small to extra large. If you need more power in the coming month, you can decide in advance and take a more powerful machine. You can just select it from the platform. You can also decide which machine you want to take for extracting data."
"Users have to pay a licensing fee for the solution, which is expensive."
"I have worked with multiple clouds, and cost-wise, it is a bit costlier than others, such as Redshift. Its price should be reduced."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Manufacturing Company
11%
Outsourcing Company
9%
Comms Service Provider
6%
Construction Company
28%
Insurance Company
18%
Comms Service Provider
11%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business31
Midsize Enterprise20
Large Enterprise61
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Snowflake?
We find the metering and billing experience for Snowflake to be expensive because there are many limitations to what it can do. When we compared performance-wise and cost-wise to Bedrock for some o...
What needs improvement with Snowflake?
Lessons learned about our main use case or how Snowflake performed in those areas include that the sales representatives do not really understand the product, and that the solutions consultants bas...
What is your primary use case for Snowflake?
Our main use case for Snowflake was to ingest data, use it for search, analytics, and data sharing with our customers; however, in reality, those use cases did not work. When it came to our challen...
What is your experience regarding pricing and costs for StarTree?
I'm not sure about pricing, setup cost, and licensing because I'm just a developer.
What needs improvement with StarTree?
StarTree could be improved with better support, as I think it would be better to have a quicker response when we raise an issue. I think you are doing great.
What is your primary use case for StarTree?
My main use case for StarTree is for data processing. As a specific example of how I use StarTree for data processing, we divide different data into the star and then call StarTree. I use StarTree ...
 

Comparisons

No data available
 

Also Known As

Snowflake Computing, Snowflake Data Cloud
No data available
 

Overview

 

Sample Customers

Accordant Media, Adobe, Kixeye Inc., Revana, SOASTA, White Ops
Information Not Available
Find out what your peers are saying about Snowflake Computing, Google, Databricks and others in Cloud Data Warehouse. Updated: October 2026.
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