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Anaconda Business vs SAP BusinessObjects Business Intelligence Platform 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:
 

ROI

Sentiment score
6.0
Anaconda Business boosts productivity and cost savings by reducing downtime, errors, and environment issues, enhancing efficiency.
Sentiment score
5.8
SAP BusinessObjects BI Platform yields high ROI in large deployments, despite steep costs, through efficiency and decision-making improvements.
Everyone being able to work smoothly without unnecessary delays.
tester at a tech vendor with 10,001+ employees
I have seen a return on investment; specifically, when we talk about efficiency, it's both time-saving and money-saving.
Product managaer at Zidio development
I have seen a return on investment with time saved by 50% and less downtime, allowing the team to deliver projects faster with fewer errors.
Analyst at Tata consultancy services
The initial investment will be more, but the ROI is also good, so they can consider it if they're looking for something in the long run.
Associate Software Enginner at Siddaganga Institute of Technology
For most of my clients using the on-premises version of SAP BusinessObjects Business Intelligence Platform, the return on investment is positive due to its affordability and ability to handle diverse reporting needs while automating information distribution.
Data Analytics Manager at Dangote Industries Limited
I have seen a return on investment so far in the form of saved time and resources.
SAP Consultant at Sierra Digital Inc
 

Customer Service

Sentiment score
5.2
Anaconda Business customer service is well-aligned with user needs, offering helpful but occasionally delayed support and strong community resources.
Sentiment score
6.5
Customer service for SAP BusinessObjects is mixed, showing both responsiveness and delays, with inconsistent technical support quality.
Anaconda Business customer support is very active with a quick response time.
System Engineer at a tech vendor with 10,001+ employees
Overall, support was reliable when we needed it, just not super-fast every single time.
tester at a tech vendor with 10,001+ employees
The customer support for Anaconda Business provides a better approach.
Product managaer at Zidio development
I would rate their technical support as excellent.
IT at a marketing services firm with 10,001+ employees
I have experience with SAP technical support and have supported customers, including those in financial services.
Data Analytics Manager at Dangote Industries Limited
Sometimes, they forward my ticket to the technical team, especially when my issue involves technical aspects that basis people may not be familiar with.
SAP Consultant at Sierra Digital Inc
 

Scalability Issues

Sentiment score
7.0
Anaconda Business provides scalable solutions for diverse needs, offering smooth environment management and adaptability for growing user demands.
Sentiment score
7.6
SAP BusinessObjects BI Platform efficiently scales for global enterprises, supporting thousands of users with seamless advanced analytics integration.
As more environments or users get added, it still runs smoothly without major slowdowns.
tester at a tech vendor with 10,001+ employees
Anaconda Business scales very well because it is built around centralized environment and package management.
System Engineer at a tech vendor with 10,001+ employees
Anaconda does not have scalability restrictions as it depends on the type of machine running it.
VP Product at Medint
The scalability of SAP BusinessObjects Business Intelligence Platform is adequate; it is very scalable and grows with my organization's needs.
Senior Data Engineer at a tech vendor with 10,001+ employees
I rate the scalability of SAP BusinessObjects Business Intelligence Platform as a nine due to performance issues related to optimizing parts.
SAP Consultant at Sierra Digital Inc
 

Stability Issues

Sentiment score
7.5
Anaconda Business is reliable for data science, with stable performance, minimal downtime, improved management, despite minor delays.
Sentiment score
6.9
SAP BusinessObjects BI Platform is stable and robust with proper configuration, despite occasional bugs and integration challenges.
Earlier, setting up or troubleshooting conflicts could take anywhere from thirty minutes to an hour, but now most setups just work.
tester at a tech vendor with 10,001+ employees
When they tried upgrading from 4.2 to 4.3, they found it buggy in some reports, which was quite problematic.
Senior Consultant at Keyrus
 

Room For Improvement

Anaconda Business needs better OS support, intuitive interface, documentation, language options, cloud integration, security, and stability improvements.
SAP BusinessObjects BI Platform faces challenges in performance, integration, user experience, setup, flexibility, and costly licensing.
It would also be nice to have clearer error messages when something fails, so it is easier to understand what went wrong without digging too much.
tester at a tech vendor with 10,001+ employees
They should enhance the security point of view; it's good, but it needs some more advanced features.
Product managaer at Zidio development
The pricing should be a little lower for a single person to use, as it might be affordable for an organization, but for my single use, it is difficult.
Product Engineer at a tech vendor with 10,001+ employees
I've worked with other tools, for example, Microsoft Power BI, which is visualization-wise very strong.
Senior Consultant at Keyrus
SAP BusinessObjects is expected to be phased out by 2027 as reports are moving to SAP Analytics Cloud.
SAP enterpise cloud architect at ECC Experienced Certified Consulting
I would appreciate integration with Outlook as an additional feature in the future to make it closer to a perfect score.
IT at a marketing services firm with 10,001+ employees
 

Setup Cost

Enterprise users are satisfied with Anaconda Business's value, despite some finding the paid version slightly costly for high-demand tasks.
SAP BusinessObjects BI Platform's licensing is flexible but costly compared to alternatives, suited for large enterprises, budget-sensitive for smaller businesses.
Anaconda is an open-source tool, so I do not pay anything for it.
VP Product at Medint
My experience with pricing, setup cost, and licensing is that it is a little costly, but it is useful.
Automation Test Engineer at Tata Consultancy services Limited
My experience with pricing, setup cost, and licensing indicates that it is a bit costly, but it is useful.
Analyst at Tata consultancy services
SAP BTP is an expensive solution.
Associate Software Enginner at Siddaganga Institute of Technology
The price is very competitive and reliable.
IT at a marketing services firm with 10,001+ employees
I rate the pricing for SAP BusinessObjects Business Intelligence Platform as a seven or eight.
SAP Consultant at Sierra Digital Inc
 

Valuable Features

Anaconda Business excels in library support, package management, and security, making it ideal for scalable, efficient data science.
SAP BusinessObjects BI Platform offers scalable, user-friendly reporting with robust features, enhancing decision-making and data governance.
Anaconda Business has positively impacted my organization because, when discussing the security point of view, it's exceptional; when comparing it to other solutions, Anaconda Business is superior.
Product managaer at Zidio development
We find the advanced security, governance, and collaborative features for organizations using Python and R particularly useful.
Product Engineer at a tech vendor with 10,001+ employees
Anaconda Business positively impacts our organization by protecting us from compliance and security risks while keeping the environment consistent, allowing our team to focus on insight and innovation instead of worrying about setups, security, and software issues.
Analyst at Tata consultancy services
For calculations, SAP BusinessObjects Business Intelligence Platform outperforms all other tools such as Power BI and Tableau, showing more accuracy, reliability, and flexibility compared to all other BI tools worldwide.
SAP Consultant at Sierra Digital Inc
Since we started using SAP BusinessObjects Business Intelligence Platform, we have been able to make faster, data-driven business decisions based on actual data insights and data analysis, which has accelerated our ability to make better decisions for our business productivity.
Senior Data Engineer at a tech vendor with 10,001+ employees
The best feature about it for me, and for them, is the fact that you have a universe that is well made.
Senior Consultant at Keyrus
 

Categories and Ranking

Anaconda Business
Average Rating
8.2
Reviews Sentiment
6.8
Number of Reviews
28
Ranking in other categories
Data Science Platforms (7th)
SAP BusinessObjects Busines...
Average Rating
7.8
Reviews Sentiment
6.9
Number of Reviews
112
Ranking in other categories
BI (Business Intelligence) Tools (6th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Anaconda Business is designed for Data Science Platforms and holds a mindshare of 2.6%, up 2.1% compared to last year.
SAP BusinessObjects Business Intelligence Platform, on the other hand, focuses on BI (Business Intelligence) Tools, holds 2.3% mindshare, down 3.9% since last year.
Data Science Platforms Market Share Distribution
ProductMarket Share (%)
Anaconda Business2.6%
Databricks9.6%
KNIME Business Hub8.7%
Other79.1%
Data Science Platforms
BI (Business Intelligence) Tools Market Share Distribution
ProductMarket Share (%)
SAP BusinessObjects Business Intelligence Platform2.3%
Microsoft Power BI9.4%
Tableau Enterprise6.7%
Other81.6%
BI (Business Intelligence) Tools
 

Featured Reviews

reviewer2775498 - PeerSpot reviewer
tester at a tech vendor with 10,001+ employees
Isolate environments and switch package versions efficiently for smoother testing workflows
Overall, it works well, but there are a few things that could be better. Sometimes the environment creation or package installation feels a bit slow, especially with bigger libraries. Another thing I would appreciate is a cleaner, more intuitive interface for managing environments. It works, but a smoother UI could make the workflow faster. It would also be nice to have clearer error messages when something fails, so it is easier to understand what went wrong without digging too much. The documentation could be a bit clearer, especially for troubleshooting specific errors or setup issues. Sometimes I need to search extensively to find the exact steps. Also, having quicker or more detailed support responses would help when something unexpected comes up. These are not major problems, but improving them would definitely make the overall experience smoother. One small improvement I would add is smoother integration with IDEs. It works fine right now, but having even tighter or more automated syncing with tools such as VS Code or PyCharm would make the workflow faster. Perhaps also a few more built-in examples or quick-start guides for common setups would be helpful. Nothing major, just things that would make the experience even more user-friendly.
Declan Dempsey - PeerSpot reviewer
Senior Consultant at Keyrus
Provides efficient data reporting while needing easier deployment and improved interface
Users tend to put everything into Excel, though I try to discourage this. The best feature about it for me, and for them, is the fact that you have a universe that is well made. This means you don't have those months that get assigned. You can just get to the point and get a report very quickly. Unfortunately, in some ways, it's a double-edged sword because it becomes more of a self-service ETL, even for the reporting team. If you have a decent universe and you just want to quickly get something together, it's very usable. Compared to Click, you can drop those reports very quickly.
report
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Comparison Review

it_user6663 - PeerSpot reviewer
BI Expert at a transportation company with 51-200 employees
May 25, 2013
SAP Business Objects vs. Microsoft BI
A quick look at the whole idea on another weblogs gives you a sense that all of them just talked about very brief things like report refresh feature in BO or cube feature in MS Analysis Service. I choose MS BI and I want to share my reasons and opinions on why I choose it and give you another quick…
 

Top Industries

By visitors reading reviews
Financial Services Firm
16%
University
11%
Manufacturing Company
8%
Computer Software Company
7%
Financial Services Firm
15%
Computer Software Company
10%
Manufacturing Company
9%
Government
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business11
Midsize Enterprise2
Large Enterprise19
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise19
Large Enterprise67
 

Questions from the Community

What do you like most about Anaconda?
The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using Jupyter Notebook makes it easy to handle bugs and errors.
What is your experience regarding pricing and costs for Anaconda?
My experience with pricing, setup cost, and licensing is that it is a little costly, but it is useful.
What needs improvement with Anaconda?
I am still becoming familiar with Anaconda Business tools after using them for only two years, so I am not utilizing Anaconda Business extensively in data analysis and data science projects yet. I ...
Seeking lightweight open source BI software
There are many...It would rather depend what System BI architecture or Enterprise legacy you have at your end...I would recommend as follows: 1) If you have legacies of SAP, Oracle - look for SAP...
Tableau vs. Business Objects - Which is a better solution for visualization and analysis?
Both tools have their positives and negatives. First, I should mention that I am relatively new to Tableau. I have been working on and off Tableau for about a year, but getting to work on it consta...
 

Also Known As

No data available
SAP BusinessObjects BI Platform, SAP BusinessObjects, Business Objects
 

Overview

 

Sample Customers

LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
SRAM, Kennametal, Fairfax Water, British American Tobacco, Velux, and FedEx.
Find out what your peers are saying about Databricks, Amazon Web Services (AWS), Knime and others in Data Science Platforms. Updated: January 2026.
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