Actian ParAccel vs Snowflake comparison

Actian and Snowflake Computing are both solutions in the Data Warehouse category. Actian is ranked #27, while Snowflake Computing is ranked #1 with an average rating of 8.3. Actian holds a 1.5% mindshare in Data Warehouse, compared to Snowflake Computing’s 10.2% mindshare. Additionally, 100% of Actian users are willing to recommend the solution, compared to 97% of Snowflake Computing users who would recommend it.

Actian ParAccel

Read 1 Actian ParAccel review

339 Views
268 Comparison Views

100% willing to recommend

Snowflake

Read 104 Snowflake reviews

9,378 Views
3,751 Comparison Views

97% willing to recommend

Actian ParAccel

Snowflake

Comparison Buyer's Guide

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Executive SummaryUpdated on Feb 1, 2026

Actian ParAccel and Snowflake compete in the cloud data warehousing space. Snowflake has the upper hand due to its advanced features and performance efficiency.

Features: Actian ParAccel provides strong data analytics capabilities, performance, and scalability. Snowflake offers data sharing, elasticity, and diverse workload support, with the advantage of flexibility and integration.

Ease of Deployment and Customer Service: Snowflake's cloud-native infrastructure simplifies deployment and its support services are responsive. Actian ParAccel handles complex workloads but may involve more intricate deployment.

Pricing and ROI: Actian ParAccel's lower setup costs are attractive for budget-conscious buyers. Snowflake justifies its higher pricing through rapid ROI driven by performance gains.

To learn more, read our detailed Data Warehouse Report (Updated: March 2026).

Buyer's Guide

Data Warehouse

March 2026

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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

27th

Average Rating

7.0

Reviews Sentiment

6.6

Number of Reviews

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

104

Ranking in other categories

Cloud Data Warehouse (1st), AI Synthetic Data (2nd), Database Management Systems (DBMS) (7th), AI Software Development (8th)

Mindshare comparison

As of April 2026, in the Data Warehouse category, the mindshare of Actian ParAccel is 1.5%, up from 0.2% compared to the previous year. The mindshare of Snowflake is 10.2%, down from 14.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Warehouse Mindshare Distribution
Product	Mindshare (%)
Snowflake	10.2%
Actian ParAccel	1.5%
Other	88.3%

Data Warehouse

Featured Reviews

it_user263409

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…

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SunilPatil1

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.

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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."

"I have found the solution's most valuable features to be storage, flexibility, ease of use, and security."

"Snowflake is a data lake on the cloud where all processing happens in memory, resulting in very fast query responses."

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

"The most valuable aspect of Snowflake is its scalability."

"Snowflake has evolved significantly over time. Initially, they started with scalability, but more recently, they have introduced streaming capabilities, real-time and dynamic tables, along with various connectors."

"It is a highly scalable solution. There is no limit on storage or computing."

"The technical support is pretty good, particularly if you are a more technical user."

"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."

More Snowflake pros

Cons

"The stability needs work."

"Users considering adding the solution should understand that Snowflake can be used only for transactional processing, not for analytical processing."

"The aspect of it that was more complicated was stored procedures. It does not support SQL language-based stored procedures."

"For the Snowflake database, there should be some third-party features for the ETL."

"The data sharing capabilities across business units within the organization should be better."

"The solution should offer an on-premises version also."

"The solution needs to offer more functionality related to machine learning and artificial intelligence."

"There are some stored procedures that we've had trouble with. The solution also needs to fine-tune the connectors to be able to connect into the system source."

"The documentation could improve."

More Snowflake cons

Pricing and Cost Advice

Information not available

"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."

"You pay based on the data that you are storing in the data warehouse and there are no maintenance costs."

"Its price should be improved. It should be cheaper than Microsoft."

"It is pay-as-you-go. Its cost is in the medium range."

"The product's price range falls between average to a bit expensive range. I think the tool is worth the money if you use it properly."

"Snowflake goes by credits. For a financial institution where you have 5,000 employees, monthly costs may run up to maybe $5,000 to $6,000. This is actually based on the usage. It is mostly the compute cost. Your computing cost is the variable that is actually based on your usage. It is pay-per-use. In a pay-per-use case, you won't be spending more than $6,000 to $7,000 a month. It is not more than that for a small or medium enterprise, and it may come down to $100K per year. Storage is very standard, which is $23 a terabyte. It is not much for any enterprise. If you have even 20 terabytes, you are not spending more than $400 per month, which may turn out to be $2,000 to $3,000 per annum."

"Currently, we have a trial account, so we don't need a license. After our project starts, we would need a permanent license."

"I have not been billed yet, but it should be less. I'm still running the trial version, but it seems to be less than Databricks."

More Snowflake pricing and cost advice

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Top Industries

By visitors reading reviews

No data available

Financial Services Firm

20%

Manufacturing Company

Computer Software Company

Healthcare Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	30
Midsize Enterprise	20
Large Enterprise	58

Questions from the Community

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What is your experience regarding pricing and costs for Snowflake?

For pricing, setup cost, and licensing, everything is managed smoothly. Regarding licensing, it is inexpensive. The setup cost is low, mainly due to AWS Marketplace; we only need to pay for serverl...

See all answers

What needs improvement with Snowflake?

Snowflake is already quite improved, but they have recently introduced AI features. AI integration would be beneficial for direct data capturing from systems such as SAP and Salesforce to Snowflake...

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What is your primary use case for Snowflake?

Snowflake is primarily used to handle the data warehousing part, for creating data modeling, and also keeping the raw data and creating reporting data so that it is further used for data analytics....

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Comparisons

OpenText Analytics Database (Vertica) vs Actian ParAccel

Compared 39% of the time

Teradata vs Actian ParAccel

Compared 20% of the time

Amazon Redshift vs Actian ParAccel

Compared 16% of the time

Oracle Database Appliance vs Actian ParAccel

Compared 13% of the time

Apache Hadoop vs Actian ParAccel

Compared 11% of the time

More Actian ParAccel Competitors

Teradata vs Snowflake

Compared 8% of the time

Microsoft Azure Synapse Analytics vs Snowflake

Compared 6% of the time

Amazon Redshift vs Snowflake

Compared 5% of the time

Databricks vs Snowflake

Compared 5% of the time

Dremio vs Snowflake

Compared 4% of the time

More Snowflake Competitors

Product Reports

Buyer's Guide

Data Warehouse

March 2026

Download Actian ParAccel product report

Buyer's Guide

Snowflake

March 2026

Download Snowflake product report

Also Known As

ParAccel

Snowflake Computing, Snowflake Data Cloud

Overview

ParAccel's analytic platform accelerates and improves organization's decision making and opens the door for innovation, growth, and a sustainable competitive advantage.

Actian

Snowflake provides a modern data warehousing solution with features designed for seamless integration, scalability, and consumption-based pricing. It handles large datasets efficiently, making it a market leader for businesses migrating to the cloud.

Snowflake offers a flexible architecture that separates storage and compute resources, supporting efficient ETL jobs. Known for scalability and ease of use, it features built-in time zone conversion and robust data sharing capabilities. Its enhanced security, performance, and ability to handle semi-structured data are notable. Users suggest improvements in UI, pricing, on-premises integration, and data science functions, while calling for better transaction performance and machine learning capabilities. Users benefit from effective SQL querying, real-time analytics, and sharing options, supporting comprehensive data analysis with tools like Tableau and Power BI.

What are Snowflake's Key Features?

Scalability: Easily adjusts to handle growing data volumes.
Seamless Integration: Works with a wide range of platforms.
Consumption-Based Costs: Pay only for what you use.
Time Travel: Access historical data effortlessly.
Data Sharing: Secure and efficient sharing of datasets.
Time Zone Conversion: Built-in feature for global operations.
Security: Robust measures to protect sensitive information.
Compute and Storage Separation: Independent scaling for optimal performance.

What Benefits Should You Look for?

Cost Efficiency: Optimized pricing models for minimal waste.
Enhanced Performance: Fast queries and processing times.
Flexibility: Handles both structured and semi-structured data.
Analytics Capabilities: Supports advanced data analysis and reporting.

In industries like finance, healthcare, and retail, Snowflake's flexible data warehousing and analytics capabilities facilitate cloud migration, streamline data storage, and allow organizations to consolidate data from multiple sources for advanced insights and AI-driven strategies. Its integration with analytics tools supports comprehensive data analysis and reporting tasks.

Snowflake Computing

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, Oracle, Teradata and others in Data Warehouse. Updated: March 2026.

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