No more typing reviews! Try our Samantha, our new voice AI agent.

Actian ParAccel vs Snowflake comparison

Why PeerSpot?
 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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

Actian ParAccel
Ranking in Data Warehouse
26th
Average Rating
7.0
Reviews Sentiment
6.6
Number of Reviews
1
Ranking in other categories
No ranking in other categories
Snowflake
Ranking in Data Warehouse
1st
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
106
Ranking in other categories
Cloud Data Warehouse (1st), AI Synthetic Data (1st), Database Management Systems (DBMS) (3rd), AI Software Development (6th)
 

Mindshare comparison

As of September 2026, in the Data Warehouse category, the mindshare of Actian ParAccel is 1.8%, up from 0.9% compared to the previous year. The mindshare of Snowflake is 9.2%, down from 12.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Warehouse Mindshare Distribution
ProductMindshare (%)
Snowflake9.2%
Actian ParAccel1.8%
Other89.0%
Data Warehouse
 

Featured Reviews

it_user263409 - PeerSpot reviewer
Business Intelligence Consultant at a computer software company with 501-1,000 employees
​The stability needs work and the leader node should be removed, but we can deliver results faster.
The speed of the application It has delivered results to our customers faster than we were able to previously. The stability needs work. I've used it for two years. It wasn't stable. There are issues. No issues yet. Customer Service: It's good. Technical Support: It's good. SQL Server…
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

"It has delivered results to our customers faster than we were able to previously."
"The technical support is pretty good, particularly if you are a more technical user."
"I like the idea that you can assign roles and responsibilities, limiting access to data."
"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."
"It is one of the few products in which everything demos well."
"The Time Travel feature is helpful for accessing historical data and the ability to clone external tables is useful."
"Working with Parquet files is support out of the box and it makes large dataset processing much easier."
"The solution is very stable."
"Once you have finished your designs they can be easily imported to Snowflake and the information can be readily accessed without an IT expert."
 

Cons

"The stability needs work."
"Its transaction application needs improvement."
"Product activation queries can't be changed while executing."
"The solution needs to offer more functionality related to machine learning and artificial intelligence."
"Snowflake is very good overall, but it could improve documentation for supporting different structures."
"The scheduling system can definitely be better because we had to use external airflow for that."
"The addition of more AI capabilities in Snowflake would help us more."
"Support needs improvement, as it can take several days before you get some initial support."
"There are a lot of features that they need to come up with. A lot of functions are missing in Snowflake, so we have to find a workaround for those. For example, OUTER APPLY is a basic function in SQL Server, but it is not there in Snowflake. So, you have to write complex code for it."
 

Pricing and Cost Advice

Information not available
"You pay based on the data that you are storing in the data warehouse and there are no maintenance costs."
"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."
"I have worked with multiple clouds, and cost-wise, it is a bit costlier than others, such as Redshift. Its price should be reduced."
"You need to be aware of the bloating costs. It is easy to use, but if you don't use it wisely, then your monthly bill can bloat a lot. You need to be a bit aware of its consumption cost."
"Pricing is based on usage. It is the most expensive of our data tools."
"The pricing part is based on the computing and storage. The costs are different and then there are services costs as well."
"Snowflake licensing is more flexible and it is cheaper than other solutions. I can use it for only 10 days for MVP, or three years, and for flexible models. I can scale up, or down, and the pricing is based on the volume and duration. There are many licensing permutation combinations available."
"Users have to pay a licensing fee for the solution, which is expensive."
report
Use our free recommendation engine to learn which Data Warehouse solutions are best for your needs.
913,422 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
No data available
Financial Services Firm
18%
Manufacturing Company
11%
Outsourcing Company
9%
Construction Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business30
Midsize Enterprise20
Large Enterprise61
 

Questions from the Community

Ask a question
Earn 20 points
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...
 

Also Known As

ParAccel
Snowflake Computing, Snowflake Data Cloud
 

Overview

 

Sample Customers

Amazon, The Royal Bank of Scotland, OfficeMax, MicroStrategy
Accordant Media, Adobe, Kixeye Inc., Revana, SOASTA, White Ops
Find out what your peers are saying about Snowflake Computing, Teradata, Oracle and others in Data Warehouse. Updated: August 2026.
913,422 professionals have used our research since 2012.