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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

"The overall ecosystem was easy to manage. Given that we weren't a very highly technical group, it was preferable to other things we looked at because it could do all of the cloud tunings. It can tune your data warehouse to an appropriate size for controlled billing, resume and sleep functions, and all such things. It was much more simple than doing native Azure or AWS development. It was stable, and their support was also perfect. It was also very easy to deploy. It was one of those rare times where they did exactly what they said they could do."
"The most valuable features of Snowflake are its performance and power."
"In addition to the database, Snowflake also provides ingestion capabilities."
"The features that I have found most valuable are the ease of use, the rapidness, how quickly the solution can be implemented, and of course that it's been very easy to move from the on-premise world to the Cloud world because Snowflake is based on SQL also."
"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."
"I like the fact that we don't need a DBA. It automatically scales stuff."
"Great scalability and near zero maintenance."
"The solution is very easy to use."
"StarTree has positively impacted my organization because it's open source, and it lowered the calls and the speed."
 

Cons

"Some SQL language functions could be included."
"The pricing of the solution should be much easier to calculate or find by yourself."
"I have heard people having difficulty with the machine learning model, so there may be room for improvement."
"The solution could use a little bit more UI."
"We would like to be able to do modeling with Snowflake. It should support statistical modeling."
"The UI could improve because sometimes in the security query the UI freezes. We then have to close the window and restart."
"I don't think that the AI tools in Snowflake are good."
"They need to improve its ETL functionality so that Snowflake becomes an ETL product."
"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

"There is a separation of storage and compute, so you only pay for what you use."
"The tool's pricing is based on the number of queries you want on your database. The cost is small. To get the tool's pricing, you can do the math based on the cost per query, which is $0.002. If you're running your queries frequently, your charges will be higher than running fewer queries."
"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."
"Part of the problem with the pricing is that it is very difficult for businesses to get an idea of how expensive it might be until they actually start using Snowflake."
"Comparing Snowflake to on-prem options such as Oracle or SAP, it seemed more cost-effective."
"Oracle is less expensive than Snowflake."
"It is per credit. It has a use-it-as-you-go model. We bought a chunk of 20,000 credits, and they were lasting us for at least a year. We didn't have the scale of data like a much larger company to consume more credits. For us, it was very inexpensive. Their strategy is just to leverage what you've got and put Snowflake in the middle. It doesn't make it expensive because most of the organizations already have reporting tools. Now, if you were starting from scratch, it might be cheaper to go a different way."
"I believe that pricing is reasonable for this solution."
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.
920,336 professionals have used our research since 2012.