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Jitterbit Harmony vs Upsolver 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 Data Integration
53rd
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
13
Ranking in other categories
Workload Automation (31st), Cloud Data Integration (24th), Integration Platform as a Service (iPaaS) (18th)
Upsolver
Ranking in Data Integration
39th
Average Rating
8.4
Reviews Sentiment
7.4
Number of Reviews
3
Ranking in other categories
Streaming Analytics (21st)
 

Mindshare comparison

As of March 2026, in the Data Integration category, the mindshare of Jitterbit Harmony is 0.9%, up from 0.3% compared to the previous year. The mindshare of Upsolver is 0.7%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Upsolver0.7%
Jitterbit Harmony0.9%
Other98.4%
Data Integration
 

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…
reviewer2784462 - PeerSpot reviewer
Software Engineer at a tech vendor with 10,001+ employees
Streaming pipelines have become simpler and onboarding new data sources is now much faster
One of the best features Upsolver offers is the automatic schema evolution. Another good feature is SQL-based streaming transformations. Complex streaming transformations such as cleansing, deduplication, and enrichment were implemented using SQL and drastically reduced the need for custom Spark code. My experience with the SQL-based streaming transformations in Upsolver is that it had a significant positive impact on the overall data engineering workflow. By replacing custom Spark streaming jobs with declarative SQL logic, I simplified development, review, and deployment processes. Data transformations such as parsing, filtering, enrichment, and deduplication could be implemented and modified quickly without rebuilding or redeploying complex code-based pipelines. Upsolver has impacted my organization positively because it brings many benefits. The first one is faster onboarding of new data sources. Another one is more reliable streaming pipelines. Another one is near-real-time data availability, which is very important for us. It also reduced operational effort for data engineering teams. A specific outcome that highlights these benefits is that the time to onboard new sources is reduced from weeks to days. Custom Spark code reduction reached 50 to 40 percent. Pipeline failures are reduced by 70 to 80 percent. Data latency is improved from hours to minutes.

Quotes from Members

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

Pros

"It really simplifies integrations, especially Salesforce related integrations."
"Integrity, ease of use, user-friendly user interface, and errorless logs are the most valuable features."
"Easy integration with Salesforce"
"Jitterbit handles the most lines of data in a .csv and loads the quickest of any data loader I have tried."
"Jitterbit allows us to query databases and web services, manipulate and organize data, and track the flow and the states of different processes."
"The fluid user interface (probably the most user friendly interface, when compared to its competitors)."
"We only use small parts of the solution, however, the parts that we use are quite adequate."
"Integrity, ease of use, user-friendly user interface, and errorless logs are the most valuable features."
"It was easy to use and set up, with a nearly no-code interface that relied mostly on drag-and-drop functionality."
"The most prominent feature of Upsolver is its function as an ETL tool, allowing data to be moved across platforms and different data technologies."
"A specific outcome that highlights these benefits is that the time to onboard new sources is reduced from weeks to days, custom Spark code reduction reached 50 to 40 percent, pipeline failures are reduced by 70 to 80 percent, and data latency is improved from hours to minutes."
"Customer service is excellent, and I would rate it between eight point five to nine out of ten."
 

Cons

"In the past few months, there have been some server downtimes during work hours that have affected some critical scheduled integrations."
"There were some bugs in the product. For example if you run a delete query and test, it deletes the actual data."
"The initial setup can be a little bit difficult."
"Sometimes additional connectors are needed."
"Looping through complex data structures can be difficult."
"The only thing I would possibly change is the UI."
"You need to have some development skills or hire a Jitterbit engineer to make changes."
"I would like the ability to offer a dedicated cloud version for security."
"I think that Upsolver can be improved in orchestration because it is not a full orchestration tool."
"On the stability side, I would rate it seven out of ten. Using multiple cloud providers and data engineering technologies creates complexity, and managing different plugins is not always easy, but they are working on it."
"Upsolver excels in ETL and data aggregation, while ThoughtSpot is strong in natural language processing for querying datasets. Combining these tools can be very effective: Upsolver handles aggregation and ETL, and ThoughtSpot allows for natural language queries. There’s potential for highlighting these integrations in the future."
"There is room for improvement in query tuning."
 

Pricing and Cost Advice

"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."
"Jitterbit was extremely cost effective for us compared to other options."
"The solution's cost is mid-ranged compared to other vendors."
"The Jitterbit price is based upon endpoints. They also offer ERP connectors with their Enterprise edition"
"I do believe Jitterbit has one of the better pricing and licensing options out there compared to its competitors."
"Upsolver is affordable at approximately $225 per terabyte per year."
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Top Industries

By visitors reading reviews
Outsourcing Company
17%
Financial Services Firm
11%
Construction Company
9%
Computer Software Company
8%
No data available
 

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 is your experience regarding pricing and costs for Upsolver?
My experience with pricing, setup cost, and licensing was a very good experience, but it is not a direct experience because it was not my responsibility. It was in charge of the customer. However, ...
What needs improvement with Upsolver?
I think that Upsolver can be improved in orchestration because it is not a full orchestration tool. I believe it could be better in this regard. The cost needs attention at a very large scale. I th...
What is your primary use case for Upsolver?
My main use case for Upsolver is during an IT consulting project for a large enterprise running a cloud-native data platform on AWS. I used Upsolver to ingest and process high-volume stream data fr...
 

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
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Find out what your peers are saying about Jitterbit Harmony vs. Upsolver and other solutions. Updated: March 2026.
885,376 professionals have used our research since 2012.