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Jitterbit Harmony vs Tray.io comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 29, 2026

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

Jitterbit Harmony
Ranking in Cloud Data Integration
25th
Ranking in Integration Platform as a Service (iPaaS)
18th
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
13
Ranking in other categories
Data Integration (51st), Workload Automation (31st)
Tray.io
Ranking in Cloud Data Integration
22nd
Ranking in Integration Platform as a Service (iPaaS)
17th
Average Rating
7.4
Reviews Sentiment
5.9
Number of Reviews
3
Ranking in other categories
Process Automation (29th), Low-Code Development Platforms (27th)
 

Mindshare comparison

As of May 2026, in the Integration Platform as a Service (iPaaS) category, the mindshare of Jitterbit Harmony is 2.8%, up from 1.8% compared to the previous year. The mindshare of Tray.io is 1.7%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Integration Platform as a Service (iPaaS) Mindshare Distribution
ProductMindshare (%)
Tray.io1.7%
Jitterbit Harmony2.8%
Other95.5%
Integration Platform as a Service (iPaaS)
 

Featured Reviews

Mohamed Abd Kader - PeerSpot reviewer
Head of Enterprise Architecture at Mantrac Group
An easy-to-setup solution with good stability
We use Jitterbit to connect cloud solutions with our on-premises ERP system We connect cloud solutions to our on-premise ERP system easily using Jitterbit. It is its most valuable feature.  The solution's API management capabilities need improvement. We have been using the solution for almost…
SS
Principal AI and Data Science Engineer at a manufacturing company with 10,001+ employees
Marketing A/B tests have gained deeper insights from user behavior and unified global reporting
The best features Tray.io offers include excellent visualization capabilities and a dashboard, which stand out to me the most. I appreciate that it is very easy to convert the data we receive from Tray.io into dashboards from Power BI, which is extremely useful. I would also appreciate if in the future Tray.io provides a way to natively convert the data to Tableau. Tray.io has positively impacted my organization as it provides a trusted way to organize data results and share them throughout the company at once. As a multinational and very large company, it is definitely beneficial that those of us in the UK can use the same format that colleagues use in India, and the entire data architecture is framed within a trusted system from an established organization. As far as I know, Tray.io has been operating for the last 12 years, making it a very reliable system.

Quotes from Members

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

Pros

"We only use small parts of the solution, however, the parts that we use are quite adequate."
"It is very easy to build integrations and processes to pull and push data."
"Easy integration with Salesforce"
"The pre-configured connectors to systems like SAP and Salesforce make it extremely easy for someone who wants to integrate these two systems."
"Jitterbit handles the most lines of data in a .csv and loads the quickest of any data loader I have tried."
"It really simplifies integrations, especially Salesforce related integrations."
"The Jitterbit Salesforce Data Loader has allowed my team to be creative with the cost effective solutions that we propose to clients, since the Data Loader solution is free."
"As a Salesforce implementation partner, Jitterbit is our go to recommendation when it comes to Salesforce integration with other systems because of its streamlined, easy UI and wizard-based configuration."
"Tray.io has positively impacted my organization by reducing the amount of redundant tasks that our team performs by approximately 80%, and the numbers are quite significant with the workflows alone, as we are working towards creating and utilizing AI within these workflows as well."
"Tray.io has positively impacted my organization by helping us keep our internal database and this third-party service in sync, and it has really helped us automate a lot of that work because it is fairly straightforward to maintain and develop."
"Tray.io has positively impacted my organization as it provides a trusted way to organize data results and share them throughout the company at once."
 

Cons

"In the past few months, there have been some server downtimes during work hours that have affected some critical scheduled integrations."
"The initial setup can be a little bit difficult."
"Debugging: There should be a better way to track variable values during debugging. The need to print each log is frustrating when you encounter issues."
"I know with Salesforce updating the UI like they did, it slowed it down a lot."
"At the time, the scheduling and error handling left room for improvement. The execution of scheduled tasks was less reliable than it could be."
"I would like the ability to offer a dedicated cloud version for security."
"You need to have some development skills or hire a Jitterbit engineer to make changes."
"Sometimes additional connectors are needed."
"One way Tray.io could be improved, especially for people coming in with no real coding experience, is with more comprehensive error messages."
"I have found that the error management in my main use case with Tray.io is not as effective as we would prefer."
"As our product got more complex, we needed to add more and more complexity to Tray.io in terms of our setup, and that is when the benefits of it being no-code or low-code started to pale in comparison to the cost of making everything slightly more complicated."
 

Pricing and Cost Advice

"The Jitterbit price is based upon endpoints. They also offer ERP connectors with their Enterprise edition"
"Each business needs to determine if it is a mission critical aspect."
"The added bonus is that Jitterbit doesn't charge for any data volume/traffic."
"The solution's cost is mid-ranged compared to other vendors."
"I do believe Jitterbit has one of the better pricing and licensing options out there compared to its competitors."
"Jitterbit was extremely cost effective for us compared to other options."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Outsourcing Company
15%
Construction Company
11%
Comms Service Provider
8%
Construction Company
16%
Comms Service Provider
11%
Computer Software Company
10%
Outsourcing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise3
Large Enterprise1
No data available
 

Questions from the Community

Ask a question
Earn 20 points
What needs improvement with Tray.io?
I believe Tray.io can be improved by offering integration with Tableau, which is still not available. I rated it an eight because there are still some things that can be improved, as I mentioned be...
What is your primary use case for Tray.io?
My main use case for Tray.io is to conduct A/B testing for marketing initiatives that the company has undertaken. We test the deployment of different campaigns across similar cohorts and evaluate w...
What advice do you have for others considering Tray.io?
My advice to others considering Tray.io is to trust the process because once the installation is complete, it is extremely easy to deploy and set up. I have rated this product an eight out of ten.
 

Also Known As

Jitterbit, Jitterbit Harmony
No data available
 

Overview

 

Sample Customers

LA Metro, Mophie, Club Auto, University of Miami, Exostar, Dialog Direct, Avero, Greenpoint Technologies, Berklee Online, Odyssey, KeyedIn Solutions, Swish Maintenance, SPP Pumps Limited, Talent Plus, Ricoh Canada, Televerde, Reed Construction Data, Sika US, Sunkist Growers
Copper, DigitalOcean, Udemy, AdRoll, FICO, Outreach
Find out what your peers are saying about Jitterbit Harmony vs. Tray.io and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.