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Actian Ingres vs Apache Hadoop comparison

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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
17th
Average Rating
8.6
Reviews Sentiment
7.9
Number of Reviews
2
Ranking in other categories
Relational Databases Tools (29th)
Apache Hadoop
Ranking in Data Warehouse
13th
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
40
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Data Warehouse category, the mindshare of Actian Ingres is 2.2%, up from 1.4% compared to the previous year. The mindshare of Apache Hadoop is 3.1%, down from 3.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Warehouse Mindshare Distribution
ProductMindshare (%)
Apache Hadoop3.1%
Actian Ingres2.2%
Other94.7%
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."
"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."
"The performance is pretty good."
"The most valuable thing about this program for us is that it is very powerful and very cheap."
"High throughput and low latency. We start with data mashing on Hive and finally use this for KPI visualization."
"Using this solution has allowed us to consolidate the data."
"Apache Hadoop is crucial in projects that save and retrieve data daily. Its valuable features are scalability and stability. It is easy to integrate with the existing infrastructure."
"Real-time streaming and integration using Spark streaming and the ecosystem of Spark technologies inside Hadoop."
"The ability to add multiple nodes without any restriction is the solution's most valuable aspect."
 

Cons

"The ability to reset the log file without stopping the DBMS would be helpful for us."
"The seamless integration is a bit of an issue."
"There is a lack of virtualization and presentation layers, so you can't take it and implement it like a radio solution."
"Currently, Apache Oozie 4.0.1 has some compatibility issues with Hadoop 2.5.2."
"The solution is not easy to use. The solution should be easy to use and suitable for almost any case connected with the use of big data or working with large amounts of data."
"The load optimization capabilities of the product are an area of concern where improvements are required."
"I think more of the solution needs to be focused around the panel processing and retrieval of data."
"It's good for what is meant to do, a lot of big data, but it's not as good for low latency applications."
"In general, stability can be a challenge."
"In terms of processing speed, I believe that some of this software as well as the Hadoop-linked software can be better."
 

Pricing and Cost Advice

Information not available
"If my company can use the cloud version of Apache Hadoop, particularly the cloud storage feature, it would be easier and would cost less because an on-premises deployment has a higher cost during storage, for example, though I don't know exactly how much Apache Hadoop costs."
"The product is open-source, but some associated licensing fees depend on the subscription level."
"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."
"We just use the free version."
"The price could be better. Hortonworks no longer exists, and Cloudera killed the free version of Hadoop."
"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."
"The price of Apache Hadoop could be less expensive."
"For any big enterprise the costs can be handled, and it is suitable for big enterprises because the scale of data is large. For medium and small enterprises, the tool is on the high-price side."
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Top Industries

By visitors reading reviews
Comms Service Provider
16%
Construction Company
11%
Manufacturing Company
10%
Computer Software Company
10%
Financial Services Firm
25%
Outsourcing Company
12%
Construction Company
8%
Manufacturing Company
7%
 

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 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 ...
What advice do you have for others considering Apache Hadoop?
When I've dealt with open-source technologies, it's crucial that there's a mechanism for issue escalation. Structured support is invaluable, which is why I appreciate having technical account manag...
 

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: October 2026.
921,028 professionals have used our research since 2012.