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CloudBees vs Snowflake comparison

 

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:
 

ROI

Sentiment score
7.5
CloudBees enhances DevOps processes with significant ROI through automation, support, and reduced manual efforts, outweighing its costs.
Sentiment score
6.2
Users find Snowflake challenging for ROI calculation, but it offers productivity gains, cost reduction, and valuable insights.
 

Customer Service

Sentiment score
6.9
CloudBees support is responsive and efficient, though some encounter plugin issues and delays; CloudBees University aids with technical help.
Sentiment score
5.7
Snowflake customer service is praised for responsiveness and expertise, though improvements in timeliness and service-level agreements are suggested.
I received great support in migrating data to Snowflake, with quick responses and innovative solutions.
Technology Leader at eTCaaS
I am satisfied with the work of technical support from Snowflake; they are responsive and helpful.
Asset Builder at Genpact - Headstrong
The technical support from Snowflake is very good, nice, and efficient.
Data Architect at a tech services company with 10,001+ employees
 

Scalability Issues

Sentiment score
7.8
CloudBees is praised for its scalability, flexibility, and efficient scaling across diverse infrastructures, despite some concerns about resource consumption.
Sentiment score
7.7
Snowflake offers seamless, flexible scalability for storage and computing, supporting diverse business needs with automatic cloud-based infrastructure scaling.
Snowflake is very scalable and has a dedicated team constantly improving the product.
Technology Leader at eTCaaS
The billing doubles with size increase, but processing does not necessarily speed up accordingly.
Data Architect at a tech services company with 10,001+ employees
Recently, Snowflake has introduced streaming capabilities, real-time and dynamic tables, along with various connectors.
Senior Data Engineer at a tech services company with 11-50 employees
 

Stability Issues

Sentiment score
6.6
CloudBees is stable overall but has upgrade and performance challenges, needing careful configuration and technical support.
Sentiment score
8.2
Snowflake offers reliable, fast performance and high stability, with users praising its dependability and minimal disruptions.
Snowflake is very stable, especially when used with AWS.
Technology Leader at eTCaaS
Snowflake as a SaaS offering means that maintenance isn't an issue for me.
Data Architect at a tech services company with 10,001+ employees
 

Room For Improvement

CloudBees faces challenges with user interface, performance, and compatibility, needing improvements in GUI, AI integration, and pipeline management.
Snowflake needs better UI, analytics, integration, documentation, governance, AI features, and cost management solutions to address user concerns.
Enhancements in user experience for data observability and quality checks would be beneficial, as these tasks currently require SQL coding, which might be challenging for some users.
Data Architect at a tech services company with 10,001+ employees
What things you are going with to ask the support and how we manage the relationship matters a lot.
Asset Builder at Genpact - Headstrong
If more connectors were brought in and more visibility features were added, particularly around cost tracking in the FinOps area, it would be beneficial.
Senior Data Engineer at a tech services company with 11-50 employees
 

Setup Cost

CloudBees is seen as expensive but offers value through extensive features, with costs often handled by dedicated teams.
Snowflake's pricing model offers affordability and flexibility but challenges with cost predictability and potential high processing fees.
Snowflake's pricing is on the higher side.
Technology Leader at eTCaaS
Snowflake lacks transparency in estimating resource usage.
Data Architect at a tech services company with 10,001+ employees
 

Valuable Features

CloudBees provides scalable, secure CI/CD processes with seamless integrations and automation, favored for its flexibility and extensive support.
Snowflake is scalable and flexible with features like zero-copy cloning, time travel, and integrated security, enhancing efficiency and accessibility.
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.
Asset Builder at Genpact - Headstrong
I have used the Snowflake Zero-Copy Cloning feature in the past while prototyping data in lower environments. This feature is helpful as it saves a lot of time during the data replication process.
Senior Data Engineer at a tech services company with 11-50 employees
Snowflake is a data lake on the cloud where all processing happens in memory, resulting in very fast query responses.
Technology Leader at eTCaaS
 

Categories and Ranking

CloudBees
Ranking in AI Software Development
4th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
20
Ranking in other categories
Build Automation (6th), Configuration Management (11th), Value Stream Management Software (2nd), DevSecOps (5th), AI-Augmented Software-Testing Tools (2nd), Feature Management (1st)
Snowflake
Ranking in AI Software Development
10th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
103
Ranking in other categories
Data Warehouse (1st), Cloud Data Warehouse (1st), AI Synthetic Data (1st), Database Management Systems (DBMS) (5th)
 

Mindshare comparison

As of January 2026, in the AI Software Development category, the mindshare of CloudBees is 0.5%, up from 0.0% compared to the previous year. The mindshare of Snowflake is 0.4%. It is calculated based on PeerSpot user engagement data.
AI Software Development Market Share Distribution
ProductMarket Share (%)
CloudBees0.5%
Snowflake0.4%
Other99.1%
AI Software Development
 

Featured Reviews

YashBrahmani - PeerSpot reviewer
Senior Associate at BNP Paribas CIB
Offers a clear visualization and overview of workflows and helpful in managing CI/CD processes
Improvement in the sense that they can do better in terms of management of logs and stuff like that because the console logs are very extensive, and that causes a lot of storage issues. That is one of the things which is there. Also, with respect to the traditional platform and the modern platform, many things have upgraded, and it has quite improved. But when we talk about the performance of the agents, it’s still very crucial because it’s not up to par. It takes a lot of time to provision the agent and to finish the build because of the SSH connection and the JNLP connection. Due to that, sometimes the agent doesn’t get provisioned. Those are some of the blockers that meet up the time in terms of administering the instance.
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
21%
Manufacturing Company
11%
Legal Firm
9%
Computer Software Company
8%
Financial Services Firm
20%
Computer Software Company
9%
Manufacturing Company
9%
Healthcare Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise17
By reviewers
Company SizeCount
Small Business29
Midsize Enterprise20
Large Enterprise58
 

Questions from the Community

What needs improvement with CloudBees?
There are connection issues with CloudBees, specifically between Sybase and CloudBees. We often encounter connection problems, and there are issues with the pipelines.
What is your primary use case for CloudBees?
We use CloudBees for deploying the code in higher environments, such as QA, C2, staging, and production.
What advice do you have for others considering CloudBees?
I would recommend CloudBees to others because building jobs is much easier than with other solutions.
What do you like most about Snowflake?
The best thing about Snowflake is its flexibility in changing warehouse sizes or computational power.
What is your experience regarding pricing and costs for Snowflake?
It is complicated to understand how requests impact warehouse size. Unlike competitors such as Microsoft and Databricks ( /products/databricks-reviews ), Snowflake lacks transparency in estimating ...
What needs improvement with Snowflake?
Snowflake is currently stable, but it can be improved further. They have a couple of information schemas that can track account usage. If more connectors were brought in and more visibility feature...
 

Comparisons

 

Also Known As

No data available
Snowflake Computing, Snowflake Data Cloud
 

Overview

 

Sample Customers

Capital One, PEGA, vistaprint, HSBC, BOSCH, Starbucks Coffee
Accordant Media, Adobe, Kixeye Inc., Revana, SOASTA, White Ops
Find out what your peers are saying about CloudBees vs. Snowflake and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.