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CloudBeaver AWS vs Snowflake comparison

 

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

CloudBeaver AWS
Ranking in Database Management Systems (DBMS)
9th
Average Rating
8.2
Number of Reviews
8
Ranking in other categories
No ranking in other categories
Snowflake
Ranking in Database Management Systems (DBMS)
3rd
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
106
Ranking in other categories
Data Warehouse (1st), Cloud Data Warehouse (1st), AI Synthetic Data (1st), AI Software Development (6th)
 

Mindshare comparison

As of August 2026, in the Database Management Systems (DBMS) category, the mindshare of CloudBeaver AWS is 0.4%. The mindshare of Snowflake is 8.4%, up from 4.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Database Management Systems (DBMS) Mindshare Distribution
ProductMindshare (%)
Snowflake8.4%
CloudBeaver AWS0.4%
Other91.2%
Database Management Systems (DBMS)
 

Featured Reviews

Kevin Shah - PeerSpot reviewer
Senior Data Scientist at Evolvision Technologies
Browser-based SQL access has streamlined team collaboration but still needs faster queries and better ML integration
CloudBeaver AWS can be improved because in rendering of the queries, if it is very complex or big, the responses in the browser get slowed down. Compared to DBeaver of desktop, it is noticeably very slower on the browser of AWS and heavy data engineering can be done, but it will have very slow responses configured altogether. That needs to be maintained. Even there is no connectivity of machine learning, MLflow kind of thing where Airflow or PySpark approaches can be integrated. Python pipelines can be created but the whole end-to-end machine learning pipeline gets stuck whenever we work out with DBeaver. That again is one of the issues that I would look out for to improve. Also, I need to maintain the infrastructure perfectly here. I need to manage it and need to identify the risks as well. The whole proper setup of VPCs or IAMs needs to be done. It is not a NLQ kind of thing. User queries need to be configured in manual approaches, not automated currently. It should be automated now. Debugging is very painful. That again is a vague approach here. Errors can be executed and we will not be getting out the clarity as well. During this whole approach, the logs are not perfect and intuitive and debugging is also very limited. The user interface and documentation look good, but I would still suggest improvements.
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.

Quotes from Members

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

Pros

"CloudBeaver AWS's interactive dashboards contribute to our organization's data analysis needs, and I find it really good."
"CloudBeaver AWS has positively impacted our organization in terms of productivity and value addition by reducing the burden of connecting to the database."
"CloudBeaver AWS has positively impacted my organization mainly by improving debugging speed, team collaboration, and operational efficiency."
"Since using CloudBeaver AWS, my organization has experienced many positive outcomes."
"CloudBeaver AWS has impacted us positively in multiple ways."
"CloudBeaver AWS has proven itself as a cost-effective, scalable, and collaborative platform for database management in the cloud."
"My environment looks very fruitful when I look for an ideal solution for teams or organizations."
"CloudBeaver AWS has positively impacted my organization as it reduces our mean time to resolution when verifying data discrepancies."
"The best thing about Snowflake is its flexibility in changing warehouse sizes or computational power."
"It requires no maintenance on our part. They handle all that. The speed is phenomenal. The pricing isn't really anything more than what you would be paying for a SQL server license or another tool to execute the same thing. We have zero maintenance on our side to do anything and the speed at which it performs queries and loads the data is amazing. It handles unstructured data extremely well, too. So, if the data is in a JSON array or an XML, it handles that super well."
"The solution is extremely user-friendly and easy to navigate, the user experience is very good, and the product is overall quite inexpensive and very cheap to use."
"The pricing is reasonable and matches the rest of the market."
"The speed of data loading and being able to quickly create the environment are most valuable."
"It is a very well-distributed system, it has different data engines for different applications, many applications can use different computational engines at the same time, and in terms of data processing, the feeling was similar to working with a relational database but in a scalable way."
"The initial setup is very simple."
"I like the ability to work with a managed service on the cloud and that is easy to start with."
 

Cons

"The performance of CloudBeaver AWS can sometimes lag when making connections."
"CloudBeaver's web interface slows down or freezes when handling complex queries, for example, with large PL/pgSQL statements or large complex CTEs that can reach 500 lines of queries."
"In terms of drawbacks, CloudBeaver AWS's cloud instances are slower than what local solutions provide. Debugging is not smooth or effective compared to what other databases provide."
"CloudBeaver AWS can be improved because in rendering of the queries, if it is very complex or big, the responses in the browser get slowed down; compared to DBeaver of desktop, it is noticeably very slower on the browser of AWS and heavy data engineering can be done, but it will have very slow responses configured altogether."
"While CloudBeaver AWS meets most of our needs, there are a few areas where it could be improved."
"CloudBeaver AWS already covers most core database management needs very well, but a few improvements could make it even better for teams working with real-time systems and cloud monitoring."
"CloudBeaver AWS could be better if the official documentation were not sometimes too high-level."
"Several areas need to be improved, as follows: Cost reduction: This is always good to have, and nobody would say no to it."
"For the Snowflake database, there should be some third-party features for the ETL. It would also be good to be able to use some kind of controls to get the data either from another database or a flat file. Its price should be improved. It should be cheaper than Microsoft."
"Snowflake has to improve their spatial components since it doesn't have much in terms of geo-spatial queries."
"If they could bring in some tools for data integration, it would be really great."
"It would benefit from an administration that allows you to be aware of your credit consumption once you have the service so that you may be sure how many credits you are consuming when you use the platform and to make sure that you are making the most efficient use of these resources. In other words, to improve their interface so that you may monitor the consumption of your credits on Cloud."
"From the documentation, the black box is not very descriptive. Snowflake does not reveal how exactly the data is processed or sourced."
"We would like to see more security including more masking and more encryption at the database level."
"The UI could improve because sometimes in the security query the UI freezes. We then have to close the window and restart."
 

Pricing and Cost Advice

Information not available
"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."
"Oracle is less expensive than Snowflake."
"The whole licensing system is based on credit points. You can also make a license agreement with the company so that you buy credit points and then you use them. What you do not use in one year can be carried over to the next year."
"On average, with the number of queries that we run, we pay approximately $200 USD per month."
"The price of Snowflake is very reasonable."
"Currently, we have a trial account, so we don't need a license. After our project starts, we would need a permanent license."
"Its price should be improved. It should be cheaper than Microsoft."
"Snowflake has consumption-based costs; users only pay for storage and computing."
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Top Industries

By visitors reading reviews
Construction Company
34%
Media Company
9%
Financial Services Firm
8%
University
8%
Financial Services Firm
19%
Manufacturing Company
11%
Outsourcing Company
7%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business7
Midsize Enterprise1
Large Enterprise3
By reviewers
Company SizeCount
Small Business30
Midsize Enterprise20
Large Enterprise61
 

Questions from the Community

What needs improvement with CloudBeaver AWS?
CloudBeaver's web interface frequently slows down or freezes when handling complex workloads, such as large PL/pgSQL statements or complex Common Table Expressions (CTEs) exceeding 500 lines. The s...
What is your primary use case for CloudBeaver AWS?
My use case with CloudBeaver AWS is primarily for one customer. We were using DBeaver, but everyone needs to install that complex, heavy desktop software. The client decided that every employee sho...
What advice do you have for others considering CloudBeaver AWS?
Because our team only evaluated the solution for three months, we relied primarily on the basic SQL editor and did not deeply test the advanced collaboration features. I would rate their technical ...
What is your experience regarding pricing and costs for Snowflake?
I am not the person who manages pricing, setup cost, and licensing. Our team is not limited in pricing. The only experience we have had in terms of running and reprocessing a large number of histor...
What needs improvement with Snowflake?
One main area for improvement in Snowflake is cost visibility and optimization; while it's flexible and scalable, costs can increase quickly if warehouses are left running unnecessarily or workload...
What is your primary use case for Snowflake?
As a Data Engineer, I primarily use Snowflake for data warehousing tasks as well as ETL processing, and sometimes I also use it for data sharing. I personally find Snowflake better than other tools...
 

Comparisons

No data available
 

Also Known As

No data available
Snowflake Computing, Snowflake Data Cloud
 

Overview

 

Sample Customers

Information Not Available
Accordant Media, Adobe, Kixeye Inc., Revana, SOASTA, White Ops
Find out what your peers are saying about CloudBeaver AWS vs. Snowflake and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.