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Tray.io vs Zoho Creator 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:
 

ROI

Sentiment score
5.8
Tray.io boosts efficiency by reducing redundant tasks, saving 40+ hours weekly, and eliminating the need for engineer integration hours.
Sentiment score
3.6
Zoho Creator offers cost-effective solutions, replacing pricier competitors, enhancing efficiency, and providing customizable options for increased business value.
I have seen a return on investment as the company has been renewing the product for the entire 19 months we have been using it, which indicates that trust is high and they likely see value and advantage in using the system.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
It has even eliminated a position on our team because that person was no longer needed once we started the automations.
Applications Analyst at a healthcare company with 1,001-5,000 employees
The ROI is clear, as it eliminates hundreds of engineer hours required to build and maintain custom integration connectors, while empowering client partners to manage complex data ingest self-sufficiently.
Dev Ops Engineer at a outsourcing company with 201-500 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
4.3
Tray.io is user-friendly, reducing support needs; feedback highlights adequate direct support and praised newsletters and updates.
Sentiment score
4.9
Zoho Creator support is appreciated for minor issues but criticized for delays and unresolved complex problems, needing improvement.
I have never used the customer support for Tray.io because the software is very easy to use and we never needed to contact support.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ 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
Tray.io is scalable and adaptable, but faces challenges with complexity and data handling in high-load scenarios.
Sentiment score
5.8
Zoho Creator is scalable, customizable, handles growth well but can be costly with high data volumes.
We were able to deploy it from a small company within Tata with 200 people to what is now a multinational company with 92,000 people globally.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
Our company uses it for handling high-volume data ingestion and integration orchestration between our platform and external ad services.
Dev Ops Engineer at a outsourcing company with 201-500 employees
The benefits of it being no-code or low-code started to pale in comparison to the cost of making everything slightly more complicated.
Operations Analyst at a tech vendor with 51-200 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
7.9
Tray.io is stable and reliable for workflows, despite setup challenges and memory limitations, enhancing data operations and integrations.
Sentiment score
6.3
Zoho Creator is stable and reliable, praised for improvements in functionality, with smooth performance and minimal downtime.
In my experience, Tray.io is stable, as we have never experienced issues with it failing or being unavailable.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
The biggest issue we have with Tray.io is that it runs out of memory space and does not process all of our workflows.
Applications Analyst at a healthcare company with 1,001-5,000 employees
Tray.io is highly stable for daily scheduled production runs and event-driven webhooks, provided proper error handling, timeout management, and payload validation are built into the workflow steps.
Dev Ops Engineer at a outsourcing company with 201-500 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

Tray.io poses challenges for non-technical users with complex workflows, high costs, and limited integration and customization options.
Zoho Creator faces user concerns over UI/UX customization, integrations, data management, widget functionality, and support service enhancements.
When an automation fails, it usually provides the JSON format, and if Tray.io could include a summary of what the actual error entails, that would be quite beneficial.
IT Engineer at a consumer goods company with 51-200 employees
I believe Tray.io can be improved by offering integration with Tableau, which is still not available.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
There is a steep learning curve in user accessibility; the builder is highly developer-centric, making it difficult for a non-technical team member to modify or troubleshoot workflows.
Automation Engineer at a educational organization with 11-50 employees
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

Zoho Creator provides flexible enterprise pricing with significant value, while Zoho One offers comprehensive app access at $35 monthly.
No one has complained in the finance department, and it is very rare for Tata Motors to refrain from complaining about pricing.
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
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

Tray.io enhances automation with low-code options, robust tools, vast API connections, and insightful logging for improved workflow efficiency.
Zoho Creator offers customization, integration, and automation with a low-code platform, enhancing business functionality with flexible tools and security.
The connector SDK is also very nice; it has a large library of pre-built connectors that can connect a lot of proprietary internal tools directly into Tray.io, allowing the developer to build, test, and deploy custom connectors using Node.js and integrate the data directly into Tray.io.
Automation Engineer at a educational organization with 11-50 employees
The best features Tray.io offers include the visual workflow builder and HTTP client blocks that enable rapid prototyping and deployment of complex API interactions, including raw HTTP requests, data mappers, and dynamic token generation.
Dev Ops Engineer at a outsourcing company with 201-500 employees
The logging and debugging features in Tray.io have helped us considerably, especially when dealing with APIs that return errors sometimes.
Operations Analyst at a tech vendor with 51-200 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

Tray.io
Ranking in Low-Code Development Platforms
19th
Average Rating
7.2
Reviews Sentiment
5.4
Number of Reviews
7
Ranking in other categories
Process Automation (16th), Cloud Data Integration (17th), Integration Platform as a Service (iPaaS) (15th)
Zoho Creator
Ranking in Low-Code Development Platforms
6th
Average Rating
8.6
Reviews Sentiment
6.2
Number of Reviews
35
Ranking in other categories
Rapid Application Development Software (6th), Business Orchestration and Automation Technologies (7th)
 

Mindshare comparison

As of October 2026, in the Low-Code Development Platforms category, the mindshare of Tray.io is 0.7%, up from 0.1% compared to the previous year. The mindshare of Zoho Creator is 1.5%, up from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Low-Code Development Platforms Mindshare Distribution
ProductMindshare (%)
Zoho Creator1.5%
Tray.io0.7%
Other97.8%
Low-Code Development Platforms
 

Featured Reviews

Amrit Dash - PeerSpot reviewer
Automation Engineer at a educational organization with 11-50 employees
Automated student enrollments have reduced manual work and now free our team for higher-value support
Tray.io is definitely a highly powerful tool, but there are three main areas that I feel could be improved. There is a steep learning curve in user accessibility; the builder is highly developer-centric, making it difficult for a non-technical team member to modify or troubleshoot workflows. Introducing a more intuitive visual interface similar to what we have in make.com right now would make the platform much more collaborative and easier to work with for any non-technical folks or newly onboarded engineers, allowing them to be briefed faster. Visual debugging is another area where troubleshooting complex nested loops can feel very abstract. Having clearer, more visual step-by-step data tracking during test runs would speed up the development and testing process. The pricing model is geared heavily towards enterprise budgets; offering more flexible mid-market pricing tiers would make it more accessible for a growing organization that wants a small start and scale up gradually. The core platform security is highly robust and easily meets our requirements for SOC 2 and GDPR compliance. However, when utilizing their AI features such as Merlin AI with sensitive student data, we maintain a very cautious approach. While Tray.io provides enterprise-grade governance guardrails and data masking capabilities, our internal compliance policies prevent us from passing any personally identifiable student information directly through AI-driven processors. We trust Tray.io's underlying infrastructure security, but we believe organizations must still enforce strict data filtering protocols on their end to ensure student privacy is maintained. During our evaluation, we tested the AI capabilities in a sandbox environment, primarily using it to generate workflow drafts and natural language prompts from web data schemas. Strength-wise, it is highly capable when it comes to translating simple text descriptions into functional workflow templates. It serves as a great accelerator, helping to map standard files quickly and reducing the initial setup time for basic integrations. For issues, in the case of highly custom APIs or deeply nested data structures, accuracy declines. We noticed occasional misinterpretation of complex schemas, meaning our developers still had to manually review and correct the outputs. It is a highly helpful productivity booster but still requires human oversight for enterprise-grade reliability.
Sagar Gaikwad - PeerSpot reviewer
Sr Business Application Developer on Zoho Platform. at Tech Worriors
Maximized business efficiency and reduced costs with comprehensive app development
Areas of Zoho Creator that could be improved in the future include further advancements in AI capabilities. They are working on generating AI features, and I believe enhancing the user interface could also be beneficial, as the company's focus seems more on functionality. UI could use some upgrades for better user experiences. I would like them to keep enhancing their user interface, as while functionality is essential, improvement in UI would also benefit developers and end-users alike. The desired improvements would focus on the user interface to support both developers and end-users better, even though there are alternate options available for hosting JavaScript pages, which I believe are unnecessary. HTML, CSS, and Bootstrap are supported, but I feel enhancements in UI/UX could further optimize user interactions.
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Top Industries

By visitors reading reviews
Comms Service Provider
15%
Construction Company
12%
Outsourcing Company
11%
Healthcare Company
10%
Construction Company
12%
Outsourcing Company
12%
Financial Services Firm
10%
Comms Service Provider
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise4
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise4
Large Enterprise7
 

Questions from the Community

What needs improvement with Tray.io?
Native rate limit and auto-retry handling can be improved, as when hitting 429 errors or too many requests errors during high-volume API loops, Tray.io lacks native configured backoff and retry log...
What is your primary use case for Tray.io?
Tray.io serves as the core iPaaS orchestration and data ingestion engine between our primary system and numerous external platforms such as ad servers like GAM, FreeWheel, Flitepath, Facebook, ERPs...
What advice do you have for others considering Tray.io?
My advice for others looking into using Tray.io is to modularize earlier. I recommend not building massive monolithic workflows, but rather creating single-purpose callable workflows and triggering...
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

 

Overview

 

Sample Customers

Copper, DigitalOcean, Udemy, AdRoll, FICO, Outreach
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 Tray.io vs. Zoho Creator and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.