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GitLab [Private Offer Only] vs Snowflake Data Cloud [Private Offer Only] comparison

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Comparison Buyer's Guide

Executive Summary

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

GitLab [Private Offer Only]
Ranking in AWS Marketplace
422nd
Average Rating
8.6
Number of Reviews
7
Ranking in other categories
No ranking in other categories
Snowflake Data Cloud [Priva...
Ranking in AWS Marketplace
421st
Average Rating
8.8
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Featured Reviews

Anoop K Jayan - PeerSpot reviewer
Technical Lead at Bharat Sanchar Nigam Limited
AI-driven workflows have transformed our end-to-end development and collaboration processes
The built-in CI/CD integration in GitLab [Private Offer Only] is lacking. We are still depending on other packages. If GitLab [Private Offer Only] had some CI/CD integration internally, it would be beneficial. Because for CI/CD integration now, we are currently doing it with the direct server side. I think it is not that much integrated with the current scenarios of AI, that is AI agent-based or assistant-based coding patterns. Some more improvement is required in GitLab [Private Offer Only] for CI/CD integration along with AI platforms. AI integration is basically what we need, especially on the CI/CD side of GitLab [Private Offer Only]. The code assistant, such as a cloud code assistant, is making things with GitLab [Private Offer Only], but it is conventional. They are pulling the code and sending the thing. I think they can do some more integration, seamless integration with GitLab [Private Offer Only]. AI is consuming GitLab [Private Offer Only] with the older style. If AI were fully pluggable in GitLab [Private Offer Only], it would be beneficial. I think we could get some more time reduction, especially on the testing side and the code testing side.
Jitendra Jena - PeerSpot reviewer
Director Axtria - Ingenious Insights! at Axtria - Ingenious Insights
Trusted data sharing has supported secure customer insights and supports large analytics teams
Snowflake Data Cloud [Private Offer Only] is very user-friendly. Whatever the team is saying, it is very user-friendly, easy to navigate, and easy to work on. We are using the data sharing feature in Snowflake Data Cloud [Private Offer Only]. Regarding Snowflake Data Cloud [Private Offer Only], it is very helpful. For data sharing in Snowflake Data Cloud [Private Offer Only], if you have something like customer data and if it is restricted data, we can share very limited access depending on the use cases and personas. Support for concurrent users and workloads in Snowflake Data Cloud [Private Offer Only] is important because of performance purposes. If you are working with any kind of reporting tool, how many people are working and how many APIs we are using depends on the scenario. Data enrichment in Snowflake Data Cloud [Private Offer Only] is very much important to us. Without it, you cannot use it properly, so you need to enrich your data. Data enrichment in Snowflake Data Cloud [Private Offer Only] is helping with planning and execution as well as insights for management.

Quotes from Members

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

Pros

"We reduced the four to five-month development time to four to five weeks, a maximum of one month, and we are getting that much throughput with the same employee strength."
"We have not faced any issues with GitLab [Private Offer Only]. It has been stable throughout our use."
"With GitLab [Private Offer Only], I think you can save on time to market because it is a good tool to handle different branch strategies and manage pipelines."
"The best advantage of GitLab from my experience is that the community is very big, so you can find everything easily."
"The top feature that makes me use GitHub and GitLab [Private Offer Only] is that we can have CI/CD integrated, we can also maintain versions and get pull requests, and these things are also very easy to implement, which is why we use it."
"GitLab [Private Offer Only] is completely isolated from the internet, which allows us to have our own private repository since there is no need to share the source code."
"GitLab [Private Offer Only] acts as a repository management tool where I can store all my codes, especially my source code, and it helps us to create our own pipelines, automate our jobs through CI/CD, configure our own servers, enhance security in our codes, and improve our performance."
"The biggest advantage of Snowflake Data Cloud [Private Offer Only] is scalability; I can directly use the muscle power of Snowflake to increase or decrease compute power easily."
"Snowflake Data Cloud [Private Offer Only] is very user-friendly, easy to navigate, and easy to work on."
"Snowflake Data Cloud [Private Offer Only] provides the ability to centralize our data and its simplicity in comparison to other cloud databases."
"The biggest advantage of Snowflake Data Cloud compared to databases I previously used, and compared to Databricks, is that when storing, performing transformations, or querying in Snowflake Data Cloud, it operates very fast."
"The ROI from utilizing Snowflake Data Cloud [Private Offer Only] reflects a major reduction in time to market, particularly in manufacturing where product analyses and forecasts are delivered rapidly, often within a 30-minute window to consumers."
 

Cons

"There are disadvantages in GitLab [Private Offer Only]; we sometimes find challenges with lengthy CI/CD pipeline processes and the missing integration of AI, which, if implemented, could considerably speed up the deployment process."
"The built-in CI/CD integration in GitLab [Private Offer Only] is lacking. We are still depending on other packages."
"I would appreciate the benefits of the analytics features, but they are not available in our account or subscription plan."
"Unexpected delays happen often, although it has never failed us."
"I think if Snowflake Data Cloud [Private Offer Only] could provide some inbuilt AI capability, that would be great."
"The area for improvement in Snowflake Data Cloud [Private Offer Only] revolves around streaming data handling, especially when compared to competitors like Databricks, which offer advanced connectors such as ZeroBus for direct data streaming."
"The main area for improvement is the integrations component, particularly ETLs in Snowflake Data Cloud."
"The area in Snowflake Data Cloud [Private Offer Only] that has room for improvement is the warehouse cost, which majorly impacts us."
"I think Snowflake Data Cloud [Private Offer Only] can work on credit consumption costs, which are currently high."
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Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise6
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for GitLab [Private Offer Only]?
I do not go into the details of GitLab [Private Offer Only]'s pricing because my PM takes care of it as part of project procurement, billing, and all, so it is not in my hands. However, with the te...
What needs improvement with GitLab [Private Offer Only]?
I have not explored that far with GitLab [Private Offer Only] because you mentioned project management. I have not used GitLab [Private Offer Only] or GitHub for project management. I think if you ...
What is your primary use case for GitLab [Private Offer Only]?
I am involved in automation testing. We have utilized GitLab [Private Offer Only]'s continuous integration feature because our automation code is in the CI/CD pipeline. We have implemented it via G...
What is your experience regarding pricing and costs for Snowflake Data Cloud [Private Offer Only]?
I think Snowflake Data Cloud [Private Offer Only] is more affordable than Databricks.
What needs improvement with Snowflake Data Cloud [Private Offer Only]?
I think Snowflake Data Cloud [Private Offer Only] can work on credit consumption costs, which are currently high. It would also be beneficial for Snowflake Data Cloud [Private Offer Only] to improv...
What is your primary use case for Snowflake Data Cloud [Private Offer Only]?
I have experience with other tools like Informatica, Snowflake Data Cloud [Private Offer Only], and Databricks.I am currently dealing with Snowflake Data Cloud [Private Offer Only]. Our major use c...
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about GitLab [Private Offer Only] vs. Snowflake Data Cloud [Private Offer Only] and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.