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Cloudera DataFlow vs Coralogix comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 17, 2024

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

Cloudera DataFlow
Ranking in Streaming Analytics
17th
Average Rating
7.4
Reviews Sentiment
6.5
Number of Reviews
5
Ranking in other categories
No ranking in other categories
Coralogix
Ranking in Streaming Analytics
14th
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
11
Ranking in other categories
Application Performance Monitoring (APM) and Observability (20th), Log Management (21st), Security Information and Event Management (SIEM) (23rd), API Management (15th), Anomaly Detection Tools (1st)
 

Mindshare comparison

As of October 2025, in the Streaming Analytics category, the mindshare of Cloudera DataFlow is 1.3%, down from 1.3% compared to the previous year. The mindshare of Coralogix is 0.4%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Streaming Analytics Market Share Distribution
ProductMarket Share (%)
Coralogix0.4%
Cloudera DataFlow1.3%
Other98.3%
Streaming Analytics
 

Featured Reviews

Mohamed-Saied - PeerSpot reviewer
Efficient data integration and workflow scheduling elevate project performance
Cloudera DataFlow is used as an ETL or ELT solution within Cloudera's data pipeline. Our organization heavily relies on it for data ingestion, transformation, and warehousing. It is also used daily for operational tasks, and it integrates well within Cloudera's ecosystem for high performance and…
Jorge Florez - PeerSpot reviewer
SaaS platform used by developers to store and conveniently search for logs
If a company has the budget and the log service is critical for them, I would say use Coralogix. It is a very good service for that. I would rate Coralogix an eight out of ten. It is an excellent service for storing logs for a long time. The capacity is unlimited for unindexed logs. The cost model is also very efficient because you pay for the ingested data per month. This can be compared to a solution like New Relic where you have to pay it upfront and cannot limit the data ingestion. Coralogix provides an easy way to search for logs and to visualize them. This a great feature because developers are constantly looking for or browsing logs.

Quotes from Members

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

Pros

"The initial setup was not so difficult"
"Cloudera DataFlow is fully compatible with Cloudera's ecosystem and offers high efficiency through native connectors for various ecosystems."
"This solution is very scalable and robust."
"DataFlow's performance is okay."
"The most effective features are data management and analytics."
"The overall stability and reliability of Coralogix are excellent, and I rarely encounter issues."
"The solution offers very good convenience filtering."
"The initial setup is straightforward."
"For now, we have not experienced any stability issues."
"The best feature of this solution allows us to correlate logs, metrics and traces."
"A non-tech person can easily get used to it."
"Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams."
"The most valuable feature of Coralogix is that it is a very good vendor for metrics."
 

Cons

"Cloudera DataFlow's UI interface could be enhanced significantly. Memory handling can also be improved to be better than it is today."
"It's an outdated legacy product that doesn't meet the needs of modern data analysts and scientists."
"It is not easy to use the R language. Though I don't know if it's possible, I believe it is possible, but it is not the best language for machine learning."
"Although their workflow is pretty neat, it still requires a lot of transformation coding; especially when it comes to Python and other demanding programming languages."
"The documentation of the tool could be improved"
"Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions."
"Maybe they could make it more user-friendly."
"The features we were missing in the past were related to the way we see our metrics and aggregate our data."
"The user interface is not intuitive, especially when first onboarding, and improvements could be made here."
"The user interface could be more intuitive and explanatory."
"Coralogix should have some AI capabilities to auto-detect anomalies and provide suggestions. The increasing volume of data and the resulting bandwidth charges are concerns."
"We want it to work at what it is expected to work at and not really based on the updated configuration which one developer has decided to change."
 

Pricing and Cost Advice

"DataFlow isn't expensive, but its value for money isn't great."
"The platform has a reasonable cost. I rate the pricing a three out of ten."
"We are paying roughly $5,000 a month."
"The cost of the solution is per volume of data ingested."
"Currently, we are at a very minimal cost, which is around $400 per month since we have reduced our usage. Initially, we were at $900 per month."
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Top Industries

By visitors reading reviews
University
24%
Computer Software Company
13%
Financial Services Firm
11%
Performing Arts
10%
Financial Services Firm
11%
Computer Software Company
9%
Manufacturing Company
9%
Comms Service Provider
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business8
Midsize Enterprise1
Large Enterprise4
 

Questions from the Community

What do you like most about Cloudera DataFlow?
The most effective features are data management and analytics.
What needs improvement with Cloudera DataFlow?
Cloudera DataFlow's UI interface could be enhanced significantly. Memory handling can also be improved to be better than it is today.
What is your primary use case for Cloudera DataFlow?
Cloudera DataFlow is used as an ETL or ELT solution within Cloudera's data pipeline. Our organization heavily relies on it for data ingestion, transformation, and warehousing. It is also used daily...
What do you like most about Coralogix?
Numerous data monitoring tools are available, but Coralogix somehow fine-tunes our policies and effectively supports our teams.
What is your experience regarding pricing and costs for Coralogix?
The pricing is expensive. We need to reduce logs to manage costs. Despite the expense, I believe it is worth the money to have Coralogix as a tool.
What needs improvement with Coralogix?
Change might not be the correct word, but with every service, there is always room to improve. They are improving their services daily and deploy new features. When we had missing features that we ...
 

Comparisons

 

Also Known As

CDF, Hortonworks DataFlow, HDF
No data available
 

Overview

 

Sample Customers

Clearsense
Payoneer, AGS, Monday.com, Capgemini
Find out what your peers are saying about Cloudera DataFlow vs. Coralogix and other solutions. Updated: September 2025.
869,202 professionals have used our research since 2012.