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QuickBase vs Tray.ai comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 16, 2026

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
7.1
QuickBase boosts efficiency, productivity, and ROI by reducing manual processes and enhancing automation, with significant financial benefits reported.
Sentiment score
5.8
Tray.ai automates tasks, significantly reducing workload and engineering demands, with users showing ongoing value appreciation over 19 months.
The ROI is huge; our company saved over 3.8 million in one year alone based on developments that year in QuickBase that saved time for many teams.
Data Entry Specialist at Pfizer
I have seen a return on investment, as I have seen a reduction in duplication of information and workflows, and unification of siloed systems.
Software Test Engineer at Roche
I have seen a return on investment with QuickBase, with both time saved and an increase in productivity.
Director at a healthcare company with 10,001+ employees
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
 

Customer Service

Sentiment score
7.6
QuickBase's customer service is responsive and effective, though some users desire more interactive support and weekend availability.
Sentiment score
4.3
Tray.ai's support is adequate, with ease of use reducing direct contact, complemented by positive feedback on newsletters and updates.
Technical support is really good, and I would rate it a nine out of ten.
Associate principal engineer at a tech vendor with 5,001-10,000 employees
The customer support of QuickBase is very proactive and responsive 24/7.
Software Test Engineer at Roche
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
 

Scalability Issues

Sentiment score
7.6
QuickBase is scalable and modular, allowing seamless growth for organizations despite initial data structuring challenges.
Sentiment score
7.3
Tray.io excels in scaling and data management, though complexity arises as operations expand beyond small-scale uses.
Quick Base has high potential to scale.
Associate principal engineer at a tech vendor with 5,001-10,000 employees
We are able to save time, especially because of the automation of tasks that are time-wasting or time-consuming and very tiresome.
Software Test Engineer at Roche
QuickBase's scalability is impressive; it is easily scalable from a few users to a few hundred or a few thousand users.
Head of Quality & Supply-Chain at a manufacturing company with 11-50 employees
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
 

Stability Issues

Sentiment score
7.8
QuickBase is stable with minimal downtime, reliable support, and performs well despite occasional traffic-related issues.
Sentiment score
7.9
Tray.ai is stable and efficient but requires setup learning; memory can impact workflows if not managed properly.
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
 

Room For Improvement

QuickBase requires improvements in training, customization, interface modernization, data management, cost management, and multilingual and mobile support.
Tray.ai struggles with user accessibility, documentation, and pricing, limiting usability for non-technical teams and smaller organizations.
It can be difficult to navigate, and ideally, it should be simplified to facilitate use by anyone, not just certified individuals.
Associate principal engineer at a tech vendor with 5,001-10,000 employees
QuickBase can be improved, as some high-level integration can be tricky to develop without advanced understanding of the APIs and other functions.
Software Test Engineer at Roche
The cost can be a bit prohibitive, especially for small organizations to be able to use this tool.
Data Entry Specialist at Pfizer
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
 

Setup Cost

QuickBase offers competitive per-user pricing with extensive features, making it a valuable investment for many enterprises.
Pricing could be cheaper.
Associate principal engineer at a tech vendor with 5,001-10,000 employees
My experience with pricing, setup cost, and licensing is that the price is a bit expensive, especially when comparing QuickBase with its competitors.
Software Test Engineer at Roche
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
 

Valuable Features

QuickBase excels in customizability, seamless integration, and user-friendly automation, enhancing collaboration and efficiency without requiring technical expertise.
Tray.io offers low-code automation with robust integrations, intuitive design, and advanced features to enhance workflow resilience and efficiency.
The dashboards and workflow management help my team significantly, as they have a drag-and-drop interface and prebuilt templates, which play a pivotal role in creating custom applications.
Software Test Engineer at Roche
The ROI is huge; our company saved over 3.8 million in one year alone based on developments that year in QuickBase that saved time for many teams.
Data Entry Specialist at Pfizer
QuickBase has allowed me to expand my workflows and tools to other markets to help compliance and to help other less sophisticated business users be able to do standardized and repeatable processes with much less error.
Lead & Initiatives Director, Strategic Projects at a insurance company with 10,001+ employees
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
 

Categories and Ranking

QuickBase
Ranking in Low-Code Development Platforms
12th
Average Rating
8.8
Reviews Sentiment
7.4
Number of Reviews
81
Ranking in other categories
Rapid Application Development Software (13th), Employee Time Tracking Software (1st)
Tray.ai
Ranking in Low-Code Development Platforms
20th
Average Rating
7.2
Reviews Sentiment
5.4
Number of Reviews
7
Ranking in other categories
Process Automation (17th), Cloud Data Integration (18th), Integration Platform as a Service (iPaaS) (14th)
 

Mindshare comparison

As of November 2026, in the Low-Code Development Platforms category, the mindshare of QuickBase is 2.3%, up from 1.9% compared to the previous year. The mindshare of Tray.ai is 0.9%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Low-Code Development Platforms Mindshare Distribution
ProductMindshare (%)
QuickBase2.3%
Tray.ai0.9%
Other96.8%
Low-Code Development Platforms
 

Featured Reviews

Morgan Victor - PeerSpot reviewer
Software Test Engineer at Roche
Automation has transformed project and inventory workflows and improves revenue forecasting
The best features QuickBase offers include being a no-code software, meaning it is very easy to use even for new users. It also provides life cycle management, workflow management, and dashboards. The dashboards and workflow management help my team significantly, as they have a drag-and-drop interface and prebuilt templates, which play a pivotal role in creating custom applications. Those features also help provide the ability to manage the entire application life cycle with QuickBase easily. Integration has been very seamless with our overall IT stack. The user interface is very user-friendly and intuitive, which makes it very easy to use, together with the no-code aspect. Any kind of personnel can use this tool easily.
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.
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Top Industries

By visitors reading reviews
Construction Company
15%
Manufacturing Company
13%
Outsourcing Company
13%
Financial Services Firm
11%
Comms Service Provider
14%
Construction Company
12%
Outsourcing Company
11%
Healthcare Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business40
Midsize Enterprise14
Large Enterprise28
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for QuickBase?
I did not have any involvement with pricing, setup cost, or licensing.
What needs improvement with QuickBase?
The table size limits are small for really large apps. While I agree that there needs to be a cap on the size, it would be nice to adjust it up when needed. Also, the cost can be a bit prohibitive,...
What is your primary use case for QuickBase?
Our organization uses QuickBase for project management, production, fieldwork tracking, training, training tracking, travel tracking, and more. The platform allows us to standardize workflows acros...
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...
 

Comparisons

 

Also Known As

Quick Base, TSheets
No data available
 

Overview

 

Sample Customers

Procter & Gamble, Tesla, Norwegian Cruise Line, Google, Metso, Agero, Kayak, PTC, Patra Corp, TomTom, Southwest Airlines, FedEx Office
Copper, DigitalOcean, Udemy, AdRoll, FICO, Outreach
Find out what your peers are saying about QuickBase vs. Tray.ai and other solutions. Updated: September 2026.
920,769 professionals have used our research since 2012.