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Actian Ingres vs Apache Hadoop comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 18, 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

Actian Ingres
Ranking in Data Warehouse
16th
Average Rating
8.6
Reviews Sentiment
7.9
Number of Reviews
2
Ranking in other categories
Relational Databases Tools (26th)
Apache Hadoop
Ranking in Data Warehouse
8th
Average Rating
8.0
Reviews Sentiment
6.6
Number of Reviews
41
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Data Warehouse category, the mindshare of Actian Ingres is 2.6%, up from 0.8% compared to the previous year. The mindshare of Apache Hadoop is 3.2%, down from 4.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Warehouse Mindshare Distribution
ProductMindshare (%)
Apache Hadoop3.2%
Actian Ingres2.6%
Other94.2%
Data Warehouse
 

Featured Reviews

GH
Sr Sales Engineer at a tech vendor with 10,001+ employees
Reliable performance enhances operations with good technical support
We run the entire IRS system, the income system, and the tax system. We also manage the entire Absa banking system in Africa. There's a lot of database applications, similar to those used in banks and the IRS The most valuable features for us are reliability and performance. Our system is used…
NR
Financial Advisor at a financial services firm with 10,001+ employees
Reliable performance maintained but requires ongoing management and support
Hadoop was used for years, but there were problems since the people who originally set it up left the firm. The group that owned it later didn't have the technical resources to properly maintain it. Although there was nothing wrong with Hadoop itself, issues arose without proper management and upgrades.

Quotes from Members

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

Pros

"Ingres is the only database solution that has maintained a level of consistency and integrity about the way users interact with it."
"The deployment of our solution across a number of servers using Ingres .NET has meant that we can protect the database server behind a highly secure firewall and deploy the front end solutions on a normal web server."
"The most valuable features for us are reliability and performance."
"Since both Apache Hadoop and Amazon EC2 are elastic in nature, we can scale and expand on demand for a specific PoC, and scale down when it's done."
"We selected Apache Hadoop because it is not dependent on third-party vendors."
"The most important feature is its ability to handle large volumes, as some of our customers have really large volumes, and it is capable of handling their data in terms of the core volume and daily incremental volume, so its processing power and speed are most valuable."
"It's good for storing historical data and handling analytics on a huge amount of data."
"If the data volume is too big, it's IoT data, or the stream of data is too much, this solution can handle it and I would definitely recommend Apache Hadoop."
"It is a file system for data collection. There are nodes in this cluster that contain all the information, directories, and other files. The nodes are based on the MySQL database."
"Because we're able to process in parallel, we don't have to wait for the big data warehouse engine, we process down what the data is and then build it up to an answer, and we can have an answer in an hour rather than 10 hours."
"Apache Hadoop helps us in cases of hardware failure because it works 24/7, and sometimes servers crash in the field."
 

Cons

"The seamless integration is a bit of an issue."
"The ability to reset the log file without stopping the DBMS would be helpful for us."
"We have plans to increase usage and this is where we've realized that when we have all these clusters and we're running queries and analyzing, we are facing some latency issues."
"I rate it an eight out of 10. It's huge, complex, slow."
"The product's availability of comprehensive training materials could be improved for faster onboarding and skill development among team members."
"Real-time data processing is weak. This solution is very difficult to run and implement."
"I mentioned it definitely, and this is probably the only feature we can improve a little bit because the terminal and coding screen on Hadoop is a little outdated, and it looks like the old C++ bio screen. If the UI and UX can be improved slightly, I believe it will go a long way toward increasing adoption and effectiveness."
"We would like to have more dynamics in merging this machine data with other internal data to make more meaning out of it."
"Currently, Apache Oozie 4.0.1 has some compatibility issues with Hadoop 2.5.2."
"The upgrade path should be improved because it is not as easy as it should be."
 

Pricing and Cost Advice

Information not available
"We don't directly pay for it. Our clients pay for it, and they usually don't complain about the price. So, it is probably acceptable."
"We just use the free version."
"The price of Apache Hadoop could be less expensive."
"Do take into consider that data storage and compute capacity scale differently and hence purchasing a "boxed" / 'all-in-one" solution (software and hardware) might not be the best idea."
"It's reasonable, but there's room for improvement in cost-effectiveness."
"The product is open-source, but some associated licensing fees depend on the subscription level."
"The price could be better. Hortonworks no longer exists, and Cloudera killed the free version of Hadoop."
"This is a low cost and powerful solution."
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Top Industries

By visitors reading reviews
Construction Company
13%
Computer Software Company
12%
Comms Service Provider
11%
Manufacturing Company
9%
Financial Services Firm
27%
Construction Company
7%
Outsourcing Company
6%
Manufacturing Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise8
Large Enterprise22
 

Questions from the Community

What needs improvement with Actian Ingres?
The seamless integration is a bit of an issue. I would like to see more direct connectors and stuff like SQLAlchemy. It's there but isn't available as a standard, so it involves going to GitHub to ...
What is your primary use case for Actian Ingres?
We run the entire IRS system, the income system, and the tax system. We also manage the entire Absa banking system in Africa. There's a lot of database applications, similar to those used in banks ...
What is your experience regarding pricing and costs for Actian Ingres?
Initially, it's a lot less expensive than competitors. Price performance has always been a priority, ensuring we remain competitive in the market.
What is your experience regarding pricing and costs for Apache Hadoop?
The product is open-source, but some associated licensing fees depend on the subscription level. While it might be free for students, organizations typically need to pay for their subscriptions. Th...
What needs improvement with Apache Hadoop?
The problem with Apache Hadoop arose when the guys that originally set it up left the firm, and the group that later owned it didn't have enough technical resources to properly maintain it. This wa...
What is your primary use case for Apache Hadoop?
My use cases for Apache Hadoop include the setups I completed, connecting to the database, and analyzing the incidences, making it a good tool for Hadoop. Apache Hadoop helps us analyze all of the ...
 

Also Known As

Ingres, Ingres 2006
No data available
 

Overview

 

Sample Customers

Groupe Adeo, IsCool Entertainment
Amazon, Adobe, eBay, Facebook, Google, Hulu, IBM, LinkedIn, Microsoft, Spotify, AOL, Twitter, University of Maryland, Yahoo!, Cornell University Web Lab
Find out what your peers are saying about Actian Ingres vs. Apache Hadoop and other solutions. Updated: June 2026.
900,747 professionals have used our research since 2012.