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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 December 2024, in the BI (Business Intelligence) Tools category, the mindshare of IBM Cognos is 3.8%, down from 4.3% compared to the previous year. The mindshare of Metabase is 0.6%, up from 0.1% compared to the previous year. The mindshare of Mode Analytics is 0.3%, up from 0.3% 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

"The tool can join data from different sources, write back to databases, generate alerts, and be customized to our preferences. It's an enterprise BI tool that's more powerful than just visualization tools like Power BI or Tableau."
"We use the account statement report. When you use an account in HSBC, you receive various types of accounts, such as the stock market, fixed accounts, credit cards, and business accounts. We can create one consolidated report called CCS support, which includes all these accounts. In that statement, we are consolidating all those accounts."
"The Report Studio that is aimed at professional report writers."
"A positive feature is Report Studio, where we create beautiful, complex reports."
"It's enabled us to report directly from our main application systems. We're removing islands of data and we're removing inefficiencies, where people or small divisions had their own store of information."
"Using custom controls, it is possible to extend the application with even more functionality and make the application intuitive and attractive."
"The comprehensiveness or broadness of the software functions or business intelligence functions that it provides is valuable. It is also quite easy to use and user-friendly."
"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'."
"It is easy for a new user to learn the tool."
"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."
"The most valuable feature I would say is the flexibility in editing."
"The tool helps to catch results and review them."
"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."
 

Cons

"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."
"There are many problems with the product's stability part, making it an area where improvements are required."
"The AI-based features could be further enhanced by the solution."
"Chart quality: many other competitors have charts and graphics that look much better and that provide dynamic effects. Cognos doesn't."
"There are a lot of limitations with the out-of-the-box tool."
"I would like to see is more easy building, movement in the reports, and dashboard functionality within reporting. Overall more simple elements within reports. If the elements are simple then you don't have to render a full page, but you can move separate parts in the page."
"It is a costly product; it is comparatively expensive."
"Data modeling needs to be improved. We use the ETL process, and when we get errors, we then need to identify which structural change is required. The error messaging should be better. They should be descriptive rather than semantic."
"The solution could provide more customization."
"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."
"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 tool must be made more user-friendly."
"Mode Analytics needs to improve the overall user experience."
"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."
"The solution could run faster."
 

Pricing and Cost Advice

"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."
"I don't know the exact cost, but I believe Cognos is quite expensive, especially when it comes to the support consultants and the procedures that need to be applied."
"Cognos is super expensive compared to Tableau ($70/month) and Power BI ($20/month) — I think Cognos is roughly $200 a month."
"It's more expensive than similar solutions like Tableau and Power BI."
"There is some additional licensing that we needed to purchase because we were touching data outside of our core data platform. The cost was approximately $25,000 for the additional licenses, which were approximate 45 licenses. For the application itself, updates, and the core platform it was approximately $50,000. Giving a total cost of $75,000 annually for our usage of IBM Cognos."
"The pricing and licensing policies are comparatively cheaper than other products in the market ."
"There is a standard license required to use this solution. There are some additional tools but I am not sure if they are an extra cost."
"Pricing should be improved."
"I would not say it is a cheap tool, but it's viable."
"The product is open-sourced."
"Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was affordable."
"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
55%
Financial Services Firm
7%
Computer Software Company
4%
Government
4%
No data available
Computer Software Company
27%
Media Company
12%
Financial Services Firm
12%
Manufacturing 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?
Using the open-source edition of Metabase on AWS EC2 cost us around $29 per month for the EC2 instance, which was aff...
What needs improvement with Metabase?
One area for improvement could be in offering more advanced features even in the open-source edition or making the pa...
What is your primary use case for Metabase?
I used Metabase for business intelligence and analytics in my organization. We connected Metabase to AWS Athena, allo...
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
 

Learn More

 

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: December 2024.
824,053 professionals have used our research since 2012.