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Snowflake vs SoftServe comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 1, 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

Snowflake
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
105
Ranking in other categories
Data Warehouse (1st), Cloud Data Warehouse (1st), AI Synthetic Data (1st), Database Management Systems (DBMS) (7th), AI Software Development (11th)
SoftServe
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AI Professional Services (17th), AI Software Development Services (50th)
 

Mindshare comparison

While both are Artificial Intelligence (AI) solutions, they serve different purposes. Snowflake is designed for Cloud Data Warehouse and holds a mindshare of 14.9%, down 19.4% compared to last year.
SoftServe, on the other hand, focuses on AI Professional Services, holds 2.6% mindshare, down 4.3% since last year.
Cloud Data Warehouse Mindshare Distribution
ProductMindshare (%)
Snowflake14.9%
Databricks10.2%
Teradata8.8%
Other66.1%
Cloud Data Warehouse
AI Professional Services Mindshare Distribution
ProductMindshare (%)
SoftServe2.6%
Accenture AI services3.2%
Software Orca2.9%
Other91.3%
AI Professional Services
 

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.
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
9%
Healthcare Company
6%
Computer Software Company
6%
Construction Company
42%
Comms Service Provider
11%
Outsourcing Company
10%
Performing Arts
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business30
Midsize Enterprise20
Large Enterprise60
No data available
 

Questions from the Community

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?
Snowflake can be improved in terms of its recent switch to a new user interface, which feels less intuitive compared to the old one. Moving to this new interface is something that I would like to s...
What is your primary use case for Snowflake?
My main use case for Snowflake is building ETL pipelines and ad-hoc analytics on data that we have. A specific example of a pipeline and ad-hoc analytics task I have worked on using Snowflake invol...
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Comparisons

 

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, Teradata, Google and others in Cloud Data Warehouse. Updated: May 2026.
896,387 professionals have used our research since 2012.