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Coalesce.io pros and cons

Vendor: Coalesce.io
3.7 out of 5

Pros & Cons summary

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Prominent pros & cons

PROS

Coalesce.io allows non-technical teams, such as business analysts, to bring data from different sources effectively.
Coalesce.io provides a low-code approach, reducing the need for custom code and facilitating collaboration in teams with many developers.
Coalesce.io increases the velocity of implementation by allowing rapid construction of data pipelines and reducing the time to market significantly.
Coalesce.io reduces code dependencies and processing costs, offering reusable programs that benefit different projects and models.
Coalesce.io enhances development speed and maintains clear logic, preventing the need to handle thousands of lines of code.

CONS

Coalesce.io needs deeper support for AI agents to assist developers.
APIs in Coalesce.io do not support all scenarios within a node, posing a blocking issue.
It lacks compatibility with platforms like Databricks and BigQuery, being Snowflake-only.
The editing process should be optimized, including a bulk edit option.
The accuracy and reliability of Coalesce.io's output are uncertain.
 

Coalesce.io Pros review quotes

Kunal Shah - PeerSpot reviewer
Senior Business Intelligence Developer at VodafoneZiggo
Jul 14, 2026
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.
Rajesh Palasam - PeerSpot reviewer
Data Engineer at a tech vendor with 10,001+ employees
Jul 14, 2026
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.
AP
Data engineer at a media company with 10,001+ employees
Jul 15, 2026
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.
Learn what your peers think about Coalesce.io. Get advice and tips from experienced pros sharing their opinions. Updated: August 2026.
909,701 professionals have used our research since 2012.
SG
Associate Manager, Data Engineering at Tredence Inc.
Jul 7, 2026
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.
AR
data consultant at a consultancy with 51-200 employees
Jul 15, 2026
Coalesce.io has positively impacted my organization by improving workflow, productivity, and business outcomes.
AB
Not specified at a consultancy with 1,001-5,000 employees
Jul 21, 2026
Usually it takes six to seven weeks to develop all those things, but with Coalesce.io, I can complete those things in one week.
reviewer2784381 - PeerSpot reviewer
Lead at a tech vendor with 10,001+ employees
Dec 5, 2025
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.
reviewer2871438 - PeerSpot reviewer
Senior Data Engineer at a tech vendor with 10,001+ employees
Jul 14, 2026
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.
reviewer2867421 - PeerSpot reviewer
Senior Data Engineer at a healthcare company with 501-1,000 employees
Jul 9, 2026
The best features that Coalesce.io offers include a very rigid ETL framework that ensures all developers use the same pattern.
 

Coalesce.io Cons review quotes

Kunal Shah - PeerSpot reviewer
Senior Business Intelligence Developer at VodafoneZiggo
Jul 14, 2026
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.
Rajesh Palasam - PeerSpot reviewer
Data Engineer at a tech vendor with 10,001+ employees
Jul 14, 2026
Coalesce.io could be improved from the stage layer perspective.
AP
Data engineer at a media company with 10,001+ employees
Jul 15, 2026
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.
Learn what your peers think about Coalesce.io. Get advice and tips from experienced pros sharing their opinions. Updated: August 2026.
909,701 professionals have used our research since 2012.
SG
Associate Manager, Data Engineering at Tredence Inc.
Jul 7, 2026
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.
AR
data consultant at a consultancy with 51-200 employees
Jul 15, 2026
Regarding the accuracy and reliability of Coalesce.io's output, I am not entirely sure it is reliable.
AB
Not specified at a consultancy with 1,001-5,000 employees
Jul 21, 2026
Coalesce.io could improve in their AI features that they have enabled now.
reviewer2784381 - PeerSpot reviewer
Lead at a tech vendor with 10,001+ employees
Dec 5, 2025
At the moment, the only improvement I see is deeper support for AI agents to support the developer's job.
reviewer2871438 - PeerSpot reviewer
Senior Data Engineer at a tech vendor with 10,001+ employees
Jul 14, 2026
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.
reviewer2867421 - PeerSpot reviewer
Senior Data Engineer at a healthcare company with 501-1,000 employees
Jul 9, 2026
I do not find anything particularly helpful or something that stands out yet.