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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
51st
Average Rating
8.6
Reviews Sentiment
7.3
Number of Reviews
13
Ranking in other categories
Workload Automation (32nd), Cloud Data Integration (28th), Integration Platform as a Service (iPaaS) (18th)
Upsolver
Ranking in Data Integration
39th
Average Rating
8.6
Reviews Sentiment
7.6
Number of Reviews
4
Ranking in other categories
Streaming Analytics (21st)
 

Mindshare comparison

As of August 2026, in the Data Integration category, the mindshare of Jitterbit Harmony is 1.0%, up from 0.4% compared to the previous year. The mindshare of Upsolver is 0.7%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Integration Mindshare Distribution
ProductMindshare (%)
Upsolver0.7%
Jitterbit Harmony1.0%
Other98.3%
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

"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."
"It does a lot of out of the box job control, which is very good."
"It is very easy to build integrations and processes to pull and push data."
"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."
"Integrity, ease of use, user-friendly user interface, and errorless logs are the most valuable features."
"It really simplifies integrations, especially Salesforce related integrations."
"Easy integration with Salesforce Point and click Wizards"
"It is a scalable solution."
"Customer service is excellent, and I would rate it between eight point five to nine out of ten."
"The most prominent feature of Upsolver is its function as an ETL tool, allowing data to be moved across platforms and different data technologies."
"It was easy to use and set up, with a nearly no-code interface that relied mostly on drag-and-drop functionality."
"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."
"I have saved 50 to 60% on maintaining pipelines since using Upsolver."
 

Cons

"The initial setup can be a little bit difficult."
"Sometimes additional connectors are needed."
"I would like the ability to offer a dedicated cloud version for security."
"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."
"In the past few months, there have been some server downtimes during work hours that have affected some critical scheduled integrations."
"Its API management capabilities need improvement."
"I know with Salesforce updating the UI like they did, it slowed it down a lot."
"The only thing I would possibly change is the UI."
"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."
"I think that Upsolver can be improved in orchestration because it is not a full orchestration tool."
"I would say Upsolver's scalability is eight out of 10 because of pricing."
"There is room for improvement in query tuning."
"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."
 

Pricing and Cost Advice

"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."
"Each business needs to determine if it is a mission critical aspect."
"The Jitterbit price is based upon endpoints. They also offer ERP connectors with their Enterprise edition"
"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."
"Upsolver is affordable at approximately $225 per terabyte per year."
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Top Industries

By visitors reading reviews
Outsourcing Company
16%
Construction Company
14%
Financial Services Firm
14%
Comms Service Provider
9%
Real Estate/Law Firm
14%
Manufacturing Company
14%
Retailer
12%
Construction Company
11%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business9
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 is that the pricing is nine out of 10.
What needs improvement with Upsolver?
I think Upsolver can be improved with deeper integration with external orchestration out of the box. I would appreciate more clear dashboards with billing in real time as a needed improvement.
What is your primary use case for Upsolver?
My main use case for Upsolver is to operate with changes in the structure of new data without a pipeline disrupting. I write SQL queries in Upsolver, and the platform takes care of the data itself,...
 

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: August 2026.
909,948 professionals have used our research since 2012.