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Ab Initio Co>Operating System vs TIBCO Spotfire 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

Ab Initio Co>Operating System
Average Rating
9.0
Reviews Sentiment
7.7
Number of Reviews
4
Ranking in other categories
Data Integration (27th), Workload Automation (17th)
TIBCO Spotfire
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
70
Ranking in other categories
BI (Business Intelligence) Tools (12th)
 

Mindshare comparison

Ab Initio Co>Operating System and TIBCO Spotfire aren’t in the same category and serve different purposes. Ab Initio Co>Operating System is designed for Data Integration and holds a mindshare of 1.7%, up 0.7% compared to last year.
TIBCO Spotfire, on the other hand, focuses on BI (Business Intelligence) Tools, holds 1.1% mindshare, down 1.2% since last year.
Data Integration
BI (Business Intelligence) Tools
 

Featured Reviews

AM
Enables creation of sophisticated applications with powerful parallelism and quick, effective support
The most valuable features of Ab Initio Co>Operating System are its performance and the ability to implement parallelism. There are three kinds of parallelism in Ab Initio Co>Operating System, which allow us to create very sophisticated solutions for almost any kind of application. This parallelism is one of the strongest features. Additionally, its scalability offers a unique way to escalate applications that differs from other technologies. In terms of data processing, the emphasis is on understanding the data. Data profiling is fundamental, and Ab Initio Co>Operating System integrates tools to perform this within the GDE, as well as specialized products for this purpose. Data profiling graphs can be implemented when necessary to understand the data sources.
Fuad Mammadli - PeerSpot reviewer
A scalable tool to create dashboards for financial reporting
I have experience with Qlik. Our company moved from Qlik to TIBCO, as the latter provided us with easier options to make dashboards. We consider TIBCO to be better for our company in some of the areas related to automation and analytics. The data monitoring team in our company prefers TIBCO.

Quotes from Members

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

Pros

"Ab Initio reaches the highest performance and is very flexible in processing huge amounts of data."
"The graphical interface of Ab Initio Co>Operating System is very easy to understand and allows me to visualize the data flow effectively."
"Ab Initio Co>Operating System support is the best I have encountered."
"Co>Operating System's most valuable feature is its ability to process bulk data effectively."
"The ability to create a real-time data mark, using just one piece of software, is the best feature of this product."
"The most valuable feature is the map visuals that help us connect to the geo-specialized data which is more advanced than other solutions."
"From a scalability standpoint, I would say it's pretty fantastic."
"The flexibility, data preparation, and data wrangling abilities of the platform are exceptional."
"The solution is an affordable one."
"The product's initial setup phase was simple."
"The ability to connect to many different data sources is one of the key features. The other would then be the different ways in which that data can be visualized."
"The out-of-the-box features are simple and easy to use across the board."
 

Cons

"Co>Operating System would be improved with more integrations for less well-known technologies."
"An awesome improvement would be big data solutions, for example, implementing some kind of business intelligence or neural networks for artificial intelligence."
"Ab Initio Co>Operating System is a very expensive product."
"I would like to see the visualization library in this solution expanded, so that I can increase what I can offer to our clients."
"I would like more easy-to-implement analytical algorithms. At the moment they include things like forecasts and regressions. They need to add a lot more of these types of things to the product because not everyone is a data scientist."
"The number of charts available out of the box in Spotfire can be enhanced."
"When you do the data loading, it is slow."
"The design of the UI could be improved."
"The initial setup can be difficult."
"We encountered difficulties connecting the special data sets, as the post data set did not contain any shared columns, making it difficult to establish a connection between the data sets."
"TIBCO Spotfire and ClickView need improvement in scheduling, which is critical yet lacking in quality."
 

Pricing and Cost Advice

"Co>Operating System's pricing is on the expensive end since it tends to be used by big enterprises."
"I would describe TIBCO Spotfire as an averagely-priced product."
"The solution is affordable one."
"The price-point for this solution is negotiable depending on usage levels."
"The cost of TIBCO Spotfire could improve. It should be less expensive. It's the most expensive visualization tool in our company."
"The ROI is nearly impossible to calculate."
"In comparison to other solutions such as IBM Cognos, TIBCO Spotfire is more affordable."
"This product carries a monthly licensing charge, with the amount depending on the features that are to be included. This costs also covers the use of technical support."
"The cost is a few hundred dollars per user per year."
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Top Industries

By visitors reading reviews
Financial Services Firm
35%
Computer Software Company
9%
Insurance Company
7%
Comms Service Provider
5%
Manufacturing Company
16%
Financial Services Firm
13%
Computer Software Company
10%
Energy/Utilities Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What needs improvement with Ab Initio Co>Operating System?
If Ab Initio Co>Operating System could provide an environment that allows users to practice or use it on their own computers, it would be beneficial. Additionally, having more accessible online ...
What is your primary use case for Ab Initio Co>Operating System?
I am primarily in charge of building applications using Ab Initio Co>Operating System.
What advice do you have for others considering Ab Initio Co>Operating System?
If Ab Initio Co>Operating System provided an environment for users to practice on their own computers, it would be preferable. I sometimes recommend it based on company needs. I rate it eight or...
What do you like most about TIBCO Spotfire?
TIBCO Spotfire is easy to use. We initiated Spotfire as POC, with support from a tech team based in South Africa. While they assisted with the setup, we conducted the POC ourselves.
What is your experience regarding pricing and costs for TIBCO Spotfire?
TIBCO Spotfire's pricing is high, particularly in traditional markets like Turkey, impacting market penetration. There is a lack of local support and distributors, making it challenging to sell.
What needs improvement with TIBCO Spotfire?
ClickView ( /products/clickview-reviews ) offered more visually appealing visualizations. TIBCO Spotfire and ClickView ( /products/clickview-reviews ) need improvement in scheduling, which is criti...
 

Also Known As

Co>Operating System
Spotfire
 

Overview

 

Sample Customers

A multinational transportation company
Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis
Find out what your peers are saying about Ab Initio Co>Operating System vs. TIBCO Spotfire and other solutions. Updated: June 2025.
860,168 professionals have used our research since 2012.