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GitLab vs Zoho Creator comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 17, 2024

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
6.3
GitLab boosts ROI by enhancing DevOps performance, reducing deployment time, and facilitating frequent, efficient, and agile releases.
Sentiment score
3.6
Zoho Creator offers cost-effective solutions, replacing pricier competitors, enhancing efficiency, and providing customizable options for increased business value.
Migrating to GitLab is bringing time-saving benefits, and everything is easier to automate.
IT Manager at a tech company with 5,001-10,000 employees
We have saved time significantly, reducing deployment time from four hours to five minutes per deployment.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
In terms of operational efficiency, a ten to twenty percent increase in speed could quite easily be seen from using the Issues and Epics tracking feature.
Cloud Ops Lead at a tech vendor with 10,001+ employees
For instance, a company I worked with compared spending on Salesforce, which was 15 crore, to our expenses with Zoho Creator, which was only 2 crore annually.
Sr Business Application Developer on Zoho Platform. at Tech Worriors
I have seen a return on investment with Zoho Creator because we eliminated a point of sale software that was charging us 5 lakhs per year across all 26 malls.
IT Projects and Strategy Manager at RoboTouch
Using Zoho Creator is affordable for my business as it helps save time.
Software Engineer at Maximus
 

Customer Service

Sentiment score
6.6
GitLab support is praised for responsiveness, with community forums aiding open-source users; license impacts direct support access.
Sentiment score
4.9
Zoho Creator support is appreciated for minor issues but criticized for delays and unresolved complex problems, needing improvement.
We have rarely needed to escalate issues to technical support since GitLab usually runs seamlessly.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
I have interacted with architects for some advice during the implementation, and they were prompt in their response.
Platform Engineer & Manager at a computer software company with 51-200 employees
I have had meetings where they taught me, explained things, and provided guidance for starting from scratch.
IT Manager at a tech company with 5,001-10,000 employees
I would rate the technical support 10 out of 10 because they provide excellent assistance.
Software Engineer at Maximus
Delays arise once the support team must refer to backend processes or developers, highlighting the need for enhancement in their overall support system.
Zoho Developer at Tarini Consulting
All documentation exists, detailing even the smallest elements; by reading through it properly, one can manage without additional support.
Sr Business Application Developer on Zoho Platform. at Tech Worriors
 

Scalability Issues

Sentiment score
7.3
GitLab is praised for scalability and flexibility in deployment, with some challenges in on-premises setups, requiring specific skills.
Sentiment score
5.8
Zoho Creator is scalable, customizable, handles growth well but can be costly with high data volumes.
It has all the features required for our coding and deployment needs, which makes it scalable to our changing requirements.
Senior Application Developer at IBM
We're transitioning to OpenShift for future scalability with increased user numbers.
Platform Engineer & Manager at a computer software company with 51-200 employees
For scaling, other deployment options from GitLab's side need to be adopted.
Manager, Engineering at a retailer with 10,001+ employees
Being browser-based allows me to drag and drop components immediately, deploying in seconds on a live application.
Sr Business Application Developer on Zoho Platform. at Tech Worriors
We are continuing to build on top of what was initially created for them, ensuring that scalability is never an issue as long as you understand how to utilize Zoho properly.
Zoho Developer at Tarini Consulting
When my customers' needs are growing, Zoho Creator is able to adapt to these growing needs because it's a build-it-yourself application.
Founder, Consultant, and Developer at Limitless IT Consultancy
 

Stability Issues

Sentiment score
8.2
GitLab is praised for high stability, minimal issues, and effective support, maintaining reliability across diverse setups.
Sentiment score
6.3
Zoho Creator is stable and reliable, praised for improvements in functionality, with smooth performance and minimal downtime.
I have not encountered any performance or stability issues with GitLab so far.
AWS DevOps/ Site Reliability Engineer at Tata Consultancy
The updates are frequent and demanding, happening at least once a week due to security reasons.
Chief Technology Officer at Acclym
We raised a request with GitLab support, but they were unable to help because they could not find the root cause of what went wrong.
Assistant Manager at a tech vendor with 10,001+ employees
The core elements of coding and daily scripting remain unchanged despite interface updates, assuring continuity in my work.
Sr Business Application Developer on Zoho Platform. at Tech Worriors
You can't rely on any software in business if it's not going to be stable and reliable.
Founder, Consultant, and Developer at Limitless IT Consultancy
Offering versatile flexibility for various integrations, such as WhatsApp and email API integration.
Software Engineer at Maximus
 

Room For Improvement

GitLab should enhance cloud integration, UI, documentation, and tool integration while improving performance, simplicity, pricing, and security options.
Zoho Creator faces user concerns over UI/UX customization, integrations, data management, widget functionality, and support service enhancements.
It would be beneficial to have a user-friendly interface for setting up these configurations, instead of just writing YAML files.
IT Manager at a tech company with 5,001-10,000 employees
It is essential to conduct proper testing, such as unit tests and code coverage, within the SDLC pipelines.
Manager, Engineering at a retailer with 10,001+ employees
GitLab can improve its user interface to make conflict resolution more user-friendly.
Senior Application Developer at IBM
I am concerned that Zoho Creator does not have good integration capabilities, as it has a lot of API limits.
Lead Software Engineer at Nexo Solutions Ltd
In terms of scalability, there are certain limitations if the data volume is large due to execution limits.
Founder at GGSH&CO LLP
Enhancing the user interface could also be beneficial, as the company's focus seems more on functionality.
Sr Business Application Developer on Zoho Platform. at Tech Worriors
 

Setup Cost

GitLab provides flexible pricing with valued features but may seem costly for larger teams, offering free and premium options.
Zoho Creator provides flexible enterprise pricing with significant value, while Zoho One offers comprehensive app access at $35 monthly.
Even when working in other small organizations, we opted for GitLab as it was cost-efficient.
Senior Application Developer at IBM
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
IT Manager at a tech company with 5,001-10,000 employees
The price is high, and it limits user accessibility.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
Zoho offers customizable pricing options, such as Zoho One, which provides access to all 40 applications for 1250.
Zoho developer at Lighthouse Learning Group
For INR, the standard cost is 480 per month, the professional tier is around 1,200, and the enterprise level is 1,500, based on the subscription level per user for Zoho Creator.
Software Engineer at Maximus
Pricing is a little on the higher side for the Indian market, especially for mid-sized and small-sized companies with 30 to 40 users.
Founder at GGSH&CO LLP
 

Valuable Features

GitLab excels in CI/CD, integration, security, and collaboration with features like unique merge requests and role-based access control.
Zoho Creator offers customization, integration, and automation with a low-code platform, enhancing business functionality with flexible tools and security.
As we implement automated testing and DevSecOps, it speeds up the process by forty to sixty percent.
Platform Engineer & Manager at a computer software company with 51-200 employees
The Ultimate version offers enhanced features for security scanning through DAST and SAST analysis, which have greatly benefitted our project workflow.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
By integrating GitLab as a DevOps platform, we have enhanced agility, improved our time to market, and different teams can work collaboratively on various projects.
Manager, Engineering at a retailer with 10,001+ employees
The seamless integration with third-party applications and services in Zoho Creator greatly enhances its utility in my business environment, as the ease of integration is impressive.
Sr Business Application Developer on Zoho Platform. at Tech Worriors
For analytics, we employ two tools: Zoho Creator itself and Zoho Analytics, where we can use SQL queries to fetch data from multiple platforms.
Freelancer at Upwork
We can generate QR codes for free, whereas in CRM, QR generation requires external purchases.
Zoho developer at Lighthouse Learning Group
 

Categories and Ranking

GitLab
Ranking in Rapid Application Development Software
10th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
91
Ranking in other categories
Application Security Tools (9th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (7th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
Zoho Creator
Ranking in Rapid Application Development Software
11th
Average Rating
8.6
Reviews Sentiment
6.2
Number of Reviews
35
Ranking in other categories
Low-Code Development Platforms (8th), Business Orchestration and Automation Technologies (8th)
 

Mindshare comparison

As of March 2026, in the Rapid Application Development Software category, the mindshare of GitLab is 2.1%, down from 2.7% compared to the previous year. The mindshare of Zoho Creator is 1.5%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Mindshare Distribution
ProductMindshare (%)
GitLab2.1%
Zoho Creator1.5%
Other96.4%
Rapid Application Development Software
 

Featured Reviews

BasilJiji - PeerSpot reviewer
System Engineer at a retailer with 10,001+ employees
Role-based workflows have transformed daily deployments and improve team collaboration
GitLab has role-based access control, so when a team member needs to make a code change, they cannot directly apply it to the environment but must put in a merge request. Once a senior reviews the code and approves it, then it is implemented across the environment, making it safer and allowing everyone to experience the process. The best features GitLab offers are version control and automation, which are the major things that stand out to me. When it comes to access, the login is very smooth, with just one login integrated with our Okta, allowing everyone to log in easily. Deployments become much easier, and that is how GitLab helps. The automation features make my work easier because we use a tool called AWX, which is connected to GitLab. Whenever we run a job on AWX, it directly checks the code and uses it. Since the code is not preserved locally but kept in the cloud, it is safe and nobody can tamper with it. When it comes to safety, that is a major thing. Automation features allow the code to be accessed from any tools we use, so the jobs we run are helping tremendously and doing their work perfectly. For pipeline tasks, we have created a significant amount of pipelines, which are all hosted in GitLab. Running the pipelines has become much easier, and they are doing a perfect job, helping tremendously in our day-to-day activities. GitLab has positively impacted my organization because previously we stored code locally on servers, leading to many risks. Since GitLab came into our environment, our integration and deployments became much easier, helping our work become much smoother. Improvements from GitLab have led to better team collaboration because when several people are working, they can all edit the code and submit it as a merge request, and once approved, it reflects directly to the main branch. Many can work at the same time. When it comes to deployments, deploying has become much faster since we started using GitLab, and even if errors occur, we can spot them easily and troubleshoot, which has helped tremendously.
VishalKumar7 - PeerSpot reviewer
Zoho Developer at Evoluz Global Solutions
User experience metadata and workflow customization have been streamlined
The creator needs improvement; for instance, if I create a widget that has dynamic data, it cannot get published. When we publish a page that contains a widget, dynamic data does not appear. That is the problem with Zoho Creator, so it needs improvement. The portal user aspect is also costly; for example, purchasing 250 portal users can be expensive for clients who require them monthly. It creates a financial burden similar to how customer logins on e-commerce websites such as Flipkart or Amazon are generally free. Thus, Zoho Creator needs to offer free access for all portal users as they are essential for the application's usage. In Zoho Creator, we cannot work on UI customization as expected; if I want an application resembling a Figma design, there are limitations on UI changes.
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
11%
Computer Software Company
10%
Government
10%
Computer Software Company
14%
Construction Company
9%
Comms Service Provider
9%
Financial Services Firm
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business37
Midsize Enterprise11
Large Enterprise46
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise4
Large Enterprise7
 

Questions from the Community

What do you like most about GitLab?
I find the features and version control history to be most valuable for our development workflow. These aspects provide us with a clear view of changes and help us manage requests efficiently.
What is your experience regarding pricing and costs for GitLab?
The setup cost was moderate and not very high. For GitLab SaaS, the initial setup cost was minimal, while self-managed GitLab involved infrastructure, VM storage backups, runner configuration, and ...
What needs improvement with GitLab?
A pain point I have encountered with GitLab is that large GitLab-ci.yml files become hard to read and maintain. YAML syntax is strict, and errors are easy to make, while debugging pipeline logic ca...
What is your experience regarding pricing and costs for Zoho Creator?
I find the pricing of Zoho Creator to be very cheap. When compared to other low-code platforms, Zoho Creator consistently ranks at the top regarding functionality. Their native Android and iOS appl...
What needs improvement with Zoho Creator?
I think there are a lot of areas in Zoho Creator that could be improved or enhanced. When writing HTML and CSS inside the pages, I have to use HTML for adding data and CSS for designing, but we hav...
What is your primary use case for Zoho Creator?
I have created multiple custom applications in Zoho Creator, with a standout being an inventory management system, and recently, I was working on a company internal ERP that was created inside Zoho...
 

Comparisons

 

Also Known As

Fuzzit
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Overview

 

Sample Customers

1. NASA  2. IBM  3. Sony  4. Alibaba  5. CERN  6. Siemens  7. Volkswagen  8. ING  9. Ticketmaster  10. SpaceX  11. Adobe  12. Intuit  13. Autodesk  14. Rakuten  15. Unity Technologies  16. Pandora  17. Electronic Arts  18. Nordstrom  19. Verizon  20. Comcast  21. Philips  22. Deutsche Telekom  23. Orange  24. Fujitsu  25. Ericsson  26. Nokia  27. General Electric  28. Cisco  29. Accenture  30. Deloitte  31. PwC  32. KPMG
Estate Crush Winery, Integra Services, Avidpays, Napa Valley Film Festival, Marionnaud, The Institute of Hormonal Health, Stone Tapert
Find out what your peers are saying about GitLab vs. Zoho Creator and other solutions. Updated: March 2026.
885,311 professionals have used our research since 2012.