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Coalesce.io vs SAP IQ comparison

 

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:
 

Categories and Ranking

Coalesce.io
Ranking in Data Warehouse
16th
Average Rating
7.4
Reviews Sentiment
3.3
Number of Reviews
9
Ranking in other categories
No ranking in other categories
SAP IQ
Ranking in Data Warehouse
14th
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
22
Ranking in other categories
Relational Databases Tools (23rd)
 

Mindshare comparison

As of August 2026, in the Data Warehouse category, the mindshare of Coalesce.io is 1.1%, up from 0.4% compared to the previous year. The mindshare of SAP IQ is 3.2%, up from 2.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Warehouse Mindshare Distribution
ProductMindshare (%)
SAP IQ3.2%
Coalesce.io1.1%
Other95.7%
Data Warehouse
 

Featured Reviews

Kunal Shah - PeerSpot reviewer
Senior Business Intelligence Developer at VodafoneZiggo
Standardized ELT templates have accelerated delivery while API and UI flexibility still need improvement
The best features Coalesce.io offers in my experience include lineage, which is the most important from the Ziggo perspective, and the APIs, which I would rank as the second most valuable. The third feature is the bulk edit option, so we don't have to do repetitive tasks again and again. The new SQL feature they are introducing, where you can dump your SQL and have your table or view created without manually creating columns, is also valuable. These are the four features I appreciate the most, and the fifth one would be the recently implemented GUI change where you can put a node in a spotlight to see the upstream and downstream based on what you need, setting up the depth and those settings. Coalesce.io has positively impacted my organization by reducing our development time and the time to market from around 15 days to a couple of days. This is the biggest impact we have experienced, and we are able to enforce a standardized way of working among developers, eliminating silos or customized solutions that developers create for themselves. If a satellite is loaded by ten different processes, all ten different processes generate the same type of SQL, making it easier to debug later if someone new joins the team. Additionally, since it is a SaaS solution, there is no need to maintain any software or install anything on laptops, which has helped us at VodafoneZiggo. Another feature is the API feature and the CLI command tool, which aid us significantly in moving from PowerCenter to Coalesce, enabling the migration of mappings from PowerCenter to Coalesce in bulk.
KK
Tech Director at a computer software company with 1,001-5,000 employees
Works well with existing platform integration but could improve error messaging and technical support
I do not use SAP IQ's machine learning capabilities. I cannot assess the benefit of SAP IQ's distributed query processing for complex queries, as I am a non-technical operator. I am not sure if we use SAP IQ's data compression features. I think the compression we are doing is on the data storage level and not on the database level. I believe we do not use it, but I'm not certain. We do not utilize SAP IQ's support for unstructured data, as we do not have unstructured data. I do not have any strong opinions on SAP IQ's security features such as data encryption. It's not been something that has been much in focus, neither in our choice of the platform, nor in our daily operations. I guess they're satisfactory as they have not been a problem. I am not aware of the pricing and licensing of SAP IQ, as it's part of a bigger agreement, and I'm not the owner of that agreement. My impression is that SAP IQ is a rather expensive tool in terms of value for money. On a scale of 1-10, I rate SAP IQ a 7.

Quotes from Members

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

Pros

"Coalesce.io has positively impacted my organization by being a tool that can be leveraged by a non-technical team, especially business analysts who are working on bringing data from different sources."
"Usually it takes six to seven weeks to develop all those things, but with Coalesce.io, I can complete those things in one week."
"Coalesce.io has impacted our organization positively by providing a low-code approach, supporting different sources so we don't need to write custom code, and offering a collaborative tool suitable for teams with a large number of developers."
"Coalesce.io has positively impacted my organization by improving workflow, productivity, and business outcomes."
"Using Coalesce.io, I have reduced my transformation process and eliminated macros that were previously used, creating reusable programs that are helpful for other projects and models, which has reduced code dependencies between teams and saved approximately three hundred to four hundred dollars per day in processing costs."
"The best features that Coalesce.io offers include a very rigid ETL framework that ensures all developers use the same pattern."
"Coalesce.io has helped me develop projects faster, as it is easy to implement and maintain, reducing execution time by thirty to forty percent, while also helping me design a modular approach."
"Coalesce.io has positively impacted my organization by making development faster and keeping the logic clearer, so we do not have to see 1000-2000 lines of code every time."
"Sybase IQ is a column based database, used for business intelligence, data warehousing, and data marts."
"Unbeatable speed and compression with a colummn-structured relational database."
"Columnar storage allows high compression, high load rates and high query performance."
"While queries with previous products could run for hours, with SAP IQ, they run in a matter of minutes or seconds."
"We can now have over one billion rows in a table for semi-real trans-national querying."
"SAP IQ is actually quite effective when it comes to scalability; we have a setup that's built with multiple servers involved and that seems to be working fairly efficiently, and if we wanted to add more servers into this entire setup, that would be fairly easy."
"The initial setup is easy."
"IQ has enabled our company to load data from our data vendors in under one hour and eliminated multiple copies and hours of processing time."
 

Cons

"Coalesce.io is compatible with Snowflake only, so it must be configured with other platforms such as Databricks and BigQuery, which is a limitation and a drawback."
"I believe the editing should be a bit easier, or there should be a bulk edit option where a column can be added in one go in multiple places."
"I do not find anything particularly helpful or something that stands out yet."
"Coalesce.io could be improved from the stage layer perspective."
"Coalesce.io can be improved regarding the APIs that still do not support all types of scenarios within a node, which is a blocking issue for us and potentially for other companies as well."
"For that specific use case, I was able to accomplish what I was trying to do during the demo, but we encountered certain scenarios such as post-hooks, update statements, edge cases, or particular SQL query modifications and custom cases that could not be implemented through the GUI interface."
"Coalesce.io could improve in their AI features that they have enabled now."
"Regarding the accuracy and reliability of Coalesce.io's output, I am not entirely sure it is reliable."
"Concurrency and functional error messaging."
"Multiplex is very problematic. There are consistency problems in the metadata, meaning it is possible to lose metadata consistency. You should make sure you have healthy backups."
"The only negative aspect of IQ is the cost, which can be challenging for companies in Peru."
"The downside I see is that it doesn't allow most integrated backups; many of the marketplace players such as NetBackup or Veritas, those software integrated backups are not available."
"A production database server should never crash in response to user input, but Sybase IQ has repeatedly done that for us, over multiple revisions of the product."
"The primary negative aspect is the cost, which can be a challenge due to the economic conditions in Peru."
"There is very little documentation available."
"A production database server should never crash in response to user input, but Sybase IQ has repeatedly done that for us, over multiple revisions of the product."
 

Pricing and Cost Advice

Information not available
"Negotiation is very important."
"The only costs after standard licensing fees are for add-ons and upgrades."
"Evaluate all options; check to see if you need expensive add-ons."
"The cost of implementation is about $3,000."
"Negotiate based on the features required."
"It's not that costly. So, the pricing is cheap."
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Top Industries

By visitors reading reviews
Healthcare Company
30%
Construction Company
14%
Manufacturing Company
12%
Outsourcing Company
9%
Financial Services Firm
26%
Comms Service Provider
9%
Outsourcing Company
8%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise2
Large Enterprise8
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise2
Large Enterprise16
 

Questions from the Community

What is your experience regarding pricing and costs for Coalesce.io?
Licensing costs are based on the region. We are using the US region, so charges are determined accordingly.
What needs improvement with Coalesce.io?
Coalesce.io can be improved by making it handle more edge cases and providing better documentation. When I was initially working and trying to find information, there was not much available on thei...
What is your primary use case for Coalesce.io?
My main use case for Coalesce.io was with a healthcare provider client whose team was not particularly tech savvy, so we wanted something easy to use. I was debating between two options: Coalesce.i...
What is your experience regarding pricing and costs for SAP IQ?
IQ implementation costs about three thousand dollars. It's less expensive compared to alternatives like Teradata Base in terms of transactional efficiency.
What needs improvement with SAP IQ?
When it comes to SAP IQ, the areas that could be improved or enhanced include the error messaging and the locking capabilities, as that's where we often encounter problems. When there is an issue, ...
What is your primary use case for SAP IQ?
Our usual use cases for SAP IQ is that we have a Software-as-a-Service architecture where this database is the foundation for our SAP BusinessObjects platform. This is where it's getting its data f...
 

Comparisons

 

Also Known As

No data available
Sybase IQ
 

Overview

 

Sample Customers

Information Not Available
ASR Group, Citrix, State of Indiana, PocketCard Co. Ltd.
Find out what your peers are saying about Coalesce.io vs. SAP IQ and other solutions. Updated: July 2026.
909,725 professionals have used our research since 2012.