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Metabase vs Mode Analytics comparison

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Comparison Buyer's Guide

Executive Summary
 

Categories and Ranking

IBM Cognos
Sponsored
Ranking in BI (Business Intelligence) Tools
7th
Average Rating
8.0
Number of Reviews
134
Ranking in other categories
Reporting (4th)
Metabase
Ranking in BI (Business Intelligence) Tools
29th
Average Rating
7.6
Number of Reviews
4
Ranking in other categories
No ranking in other categories
Mode Analytics
Ranking in BI (Business Intelligence) Tools
27th
Average Rating
7.8
Reviews Sentiment
7.2
Number of Reviews
4
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2024, in the BI (Business Intelligence) Tools category, the mindshare of IBM Cognos is 3.8%, down from 4.4% compared to the previous year. The mindshare of Metabase is 0.5%, up from 0.0% compared to the previous year. The mindshare of Mode Analytics is 0.3%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
BI (Business Intelligence) Tools
 

Featured Reviews

Carlos Larrad Salgado - PeerSpot reviewer
Improved the quality of our KPIs, while reducing calls to the IT department
I don't like that when we use Colab packages, we get less functionality. For example, you can make groups of data with Excel or with the data sets from the packages, but when you use the Colab packages directly, you can only group the data when you analyze it with Analysis Studio. I think Cognos needs to improve more on this functionality. The user experience is also very important. Cognos is not very easy to understand sometimes, especially when they change the layout but keep the functionality the same. The help is not very graphic and they have no examples. Cognos has to make a big effort to help with understanding the functionality by improving the documentation. There is a lot of documentation, but the examples are hard to find and they should make their help section easier to understand for non-technical users.
Ibrahim Izz El-Deen - PeerSpot reviewer
Modern analytics tool enhances user interactions with neat visualizations for improved decision-making
One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective. Data scalability, especially if the data grows, requires manual infrastructure management, which could be improved. Increased customization and visualization options in the open-source edition would be beneficial. Additionally, it might be helpful if more complex queries and stored procedures were supported.
Yoeri Samwel - PeerSpot reviewer
Helps to run Python-based scripts but needs enhancement in user experience
The most important feature of the solution is the ability to run Python-based scripts.  Mode Analytics needs to improve the overall user experience.  I have been working with the solution for two years.  I rate the solution's stability a ten out of ten.  I rate the tool's scalability a seven…

Quotes from Members

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

Pros

"Stability-wise, I rate the solution a ten out of ten."
"If they want dashboarding, storytelling, and analyzing why KPIs are met or not, then Cognos is a better candidate than Qlik Sense."
"Even while a user is using a cube for reporting, there will not be a situation as ' Cube file locked; unable to build or deploy'."
"This solution allows you to input a wide range of file formats."
"The correlation analysis is excellent. It's one of the best that I have used to date."
"The Report Studio that is aimed at professional report writers."
"The most valuable feature of IBM Cognos is security. The solution has updated features that other competitors' solutions come out with long after IBM Cognos has had them."
"Integration with Office can enable the 'download' mode of storytelling.​"
"Metabase's key advantage is its modern approach to business intelligence."
"I rate the solution’s stability a nine out of ten."
"The most valuable feature of the solution is its interface, which is used to query data into Metabase. I think it is very useful and handy for a novice."
"It is easy for a new user to learn the tool."
"The solution is simple for people from a viewing perspective, not a coding perspective."
"The most important feature of the solution is the ability to run Python-based scripts."
"The most valuable feature I would say is the flexibility in editing."
"The tool helps to catch results and review them."
 

Cons

"Need improvement towards Visualization."
"Extending dynamic cubes aggregate awareness with calculated measures."
"They were lacking in the initial phases of development in the area of big data, and they still need to improve that aspect of the product."
"It would be nice to offer free online training on the tool for end-users."
"IBM Cognos's error messages seem to be a bit ambiguous. An error will be encountered and a message will be sent out very ambiguous and after investigating the error message it could be any number of issues. There was never a direct answer to the question or a direct answer to the error messages. Sometimes it would be a generic error message for 21 different solutions. It wasn't very specific, which required a lot of digging around and trial and error trying to fix the problem. The messaging in their error messaging is something needing improvement."
"I need improvements, particularly with the Framework Manager, which has an outdated user interface from older versions like IBM Cognos 10 or 8. Additionally, the Event Studio, which offered great flexibility in previous versions, is no longer available in IBM Cognos Analytics 12. These are areas that could be improved to enhance the product."
"There are a lot of limitations with the out-of-the-box tool."
"This product could use improvement in terms of usability for those with less technical know how."
"One area for improvement could be in offering more advanced features even in the open-source edition or making the paid versions more cost-effective."
"The solution could provide more customization."
"The tool must be made more user-friendly."
"I think there is a need to add a few more advanced visuals in the tool. There are a standard set of visuals in the tool which are available."
"Mode Analytics needs to improve the overall user experience."
"The solution could run faster."
"I think in terms of User Interface, I would say it can be better."
"The data visualization is cumbersome in Mode Analytics. I want the solution to add a map that has an easy interface. The UI is slow sometimes."
 

Pricing and Cost Advice

"Pricing should be improved."
"It's more expensive than similar solutions like Tableau and Power BI."
"It is quite pricy. I think Microsoft BI is cheaper. Tableau might also be cheaper, but it also depends on the usage. If you have very many users, Cognos can be a problem. It could be cheaper than Tableau but not for so many users. If you have a few thousand users, Tableau, which is generally quite expensive, can be cheaper than Cognos."
"IBM Cognos is priced reasonable. However, it is more expensive than Power BI and Tableau."
"The licensing costs are a little bit higher for IBM Cognos. I don't think there is any additional cost apart from the licensing charges."
"I rate the product price as four or five on a scale from one to ten, where one is a low price, and ten is a high price."
"There is need to assess the purchase license accordingly so as to avoid audit penalties."
"The pricing of this product is meant for medium to large-scale enterprises."
"I would not say it is a cheap tool, but it's viable."
"Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable."
"The product is open-sourced."
"My decision-maker found the pricing expensive, but it is okay for me."
"Mode Analytics is cheap compared to other tools."
"The pricing is per user."
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Top Industries

By visitors reading reviews
Educational Organization
56%
Financial Services Firm
7%
Computer Software Company
5%
Government
4%
No data available
Computer Software Company
28%
Financial Services Firm
12%
Manufacturing Company
12%
Media Company
11%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

Seeking lightweight open source BI software
It depends on the Data architecture and the complexity of your requirement. Some great tools in the market are Qlik ...
What do you like most about IBM Cognos?
The solution's most valuable feature is its ease of use, which makes it easily compatible with other tools.
What needs improvement with IBM Cognos?
I need improvements, particularly with the Framework Manager, which has an outdated user interface from older version...
What is your experience regarding pricing and costs for Metabase?
I would not say it is a cheap tool, but it's viable. The tool can be worth your money.
What needs improvement with Metabase?
I think there is a need to add a few more advanced visuals in the tool. There are a standard set of visuals in the to...
What is your primary use case for Metabase?
I use the solution in my company for visualization and data analytics.
What do you like most about Mode Analytics?
The solution is simple for people from a viewing perspective, not a coding perspective.
What needs improvement with Mode Analytics?
The solution could run faster. You just sit there, waiting during the load times, especially for the large ones. And ...
What is your primary use case for Mode Analytics?
I was put in charge of creating a lot of the dashboards, so it was very much that there weren't people at the company...
 

Comparisons

 

Also Known As

Cognos, Cognos Analytics, IBM Cognos Analytics
No data available
No data available
 

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Overview

 

Sample Customers

More than 23,000 leading organizations across multiple industries use Cognos. Some examples of Cognos customers include BMW Financial Services, Quinte Health Care, Troy Corporation, Michigan State University, and GKN Land System.
Information Not Available
Lyft, Zenefits, Twitch, Trello, Clover, Grovo, CrowdFlower, Segment, Everlane, Pocket, Highfive
Find out what your peers are saying about Metabase vs. Mode Analytics and other solutions. Updated: October 2024.
816,406 professionals have used our research since 2012.