Anaconda Business vs TIBCO Spotfire comparison

The compared Anaconda and TIBCO solutions aren't in the same category. Anaconda is ranked #11 in Data Science Platforms , with an average rating of 8.7, and holds a 2.1% mindshare in the category. TIBCO is ranked #14 in BIT , with an average rating of 8.6, and holds a 1.1% mindshare. Additionally, 95% of Anaconda users are willing to recommend the solution, compared to 96% of TIBCO users who would recommend it.

Anaconda Business

Read 19 Anaconda Business reviews

1,619 Views
1,214 Comparison Views

95% willing to recommend

TIBCO Spotfire

Read 70 TIBCO Spotfire reviews

2,642 Views
1,057 Comparison Views

96% willing to recommend

Anaconda Business

TIBCO Spotfire

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Executive Summary

We performed a comparison between Anaconda Business and TIBCO Spotfire based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Knime, Amazon Web Services (AWS) and others in Data Science Platforms.

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Data Science Platforms

August 2025

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Helped 865,295 peers since 2012

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

Anaconda Business

Average Rating

8.2

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

Data Science Platforms (11th)

TIBCO Spotfire

Average Rating

8.4

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (14th)

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 2.1%, up 2.1% compared to last year.
TIBCO Spotfire, on the other hand, focuses on BI (Business Intelligence) Tools, holds 1.1% mindshare, up 1.1% since last year.

Data Science Platforms

BI (Business Intelligence) Tools

Featured Reviews

Rohan Sharma

AI/ML Co-Lead at Developer Student Clubs - GGV

Provides all the frameworks and makes it easy to create environments for multiple projects

The best thing is that it provides all the frameworks and makes it easy to create environments for multiple projects using Anaconda. It is easy for a beginner to learn to use Anaconda. Comparatively, it is easier than using virtual environments or other environments because of the Conda environment. However, there are many things in Anaconda that people need to be aware of, so it can be challenging.

Read full review

Fuad Mammadli

Deputy Chief Financial Officer at Unibank

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.

Read full review

Quotes from Members

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

Pros

"The solution is stable."

"It has a lot of functionality available, supports many libraries, and the developers are continually improving it."

"With Anaconda Navigator, we have been able to use multiple IDEs such as JupyterLab, Jupyter Notebook, Spyder, Visual Studio Code, and RStudio in one place. The platform-agnostic package manager, "Conda", makes life easy when it comes to managing and installing packages."

"The most valuable feature is the set of libraries that are used to support the functionality that we require."

"The most valuable feature is the Jupyter notebook that allows us to write the Python code, compile it on the fly, and then look at the results."

"The most advantageous feature is the logic building."

"The documentation is excellent and the solution has a very large and active community that supports it."

"I can use Anaconda for non-heavy tasks."

More Anaconda Business pros

"One of the main features is integrated statistical analysis."

"Data discovery is very simple."

"The product's initial setup phase was simple."

"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."

"I appreciate Spotfire's range of visualization options, advanced analytics features, and seamless integration with other TIBCO products."

"R and automation services."

"The two features that I have found most valuable are its ability to customize the dashboards when it comes to the evaluation. The second feature is its ability to handle a large amount of data, which is also something very unique about it."

"Spotfire is excellent for scientific applications, especially because of its integration with RNG."

More TIBCO Spotfire pros

Cons

"The solution would benefit from offering more automation."

"I think better documentation or a step-by-step guide for installation would help, especially for on-premise users."

"The ability to schedule scripts for the building and monitoring of jobs would be an advantage for this platform."

"A lot of people and companies are investing in creating automated data cleaning and processing environments. Anaconda is a bit behind in that area."

"Anaconda should be optimized for RAM consumption."

"It crashes once in a while. In case of a reboot or something unexpected, the unseen code part will get diminished, and it relatively takes longer than other applications when a reboot is happening. They can improve in these areas. They can also bring some database software. They have software for analytics and virtualization. However, they don't have any software for the database."

"The process could be streamlined as the number of actions needed to deploy is quite large compared to other tools."

"When you install Anaconda for the first time, it's really difficult to update it."

More Anaconda Business cons

"We would like to see some improvement in the default properties of the solution, so that there is less need for us to spend our time coding."

"The initial setup of TIBCO Spotfire is in the middle range of difficulty. The initial setup of Power BI is easier."

"The data compression has room for improvement."

"The initial setup can be difficult."

"The solution might be generic."

"I would like to see the visualization library in this solution expanded, so that I can increase what I can offer to our clients."

"When it comes to data manipulation, there are features which are good, but one of the features which has really been missing in Spotfire is an offline ability for data manipulation."

"The design of the UI could be improved."

More TIBCO Spotfire cons

Pricing and Cost Advice

"My company uses the free version of the tool. There is also a paid version of the tool available."

"The tool is open-source."

"The product is open-source and free to use."

"The licensing costs for Anaconda are reasonable."

"Anaconda is free to use, but in terms of hardware costs, you might need heavy GPUs to run CUDA and other demanding tasks."

"The ROI is nearly impossible to calculate."

"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 Tibco sales teams have been very difficult to work with - ignoring requests, misrepresenting level of demand, etc."

"The cost is a few hundred dollars per user per year."

"The cost of TIBCO Spotfire could improve. It should be less expensive. It's the most expensive visualization tool in our company."

"In comparison to other solutions such as IBM Cognos, TIBCO Spotfire is more affordable."

"The price-point for this solution is negotiable depending on usage levels."

"The solution is affordable one."

More TIBCO Spotfire pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

19%

Manufacturing Company

University

Computer Software Company

Manufacturing Company

17%

Financial Services Firm

Energy/Utilities Company

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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.

See all answers

What is your experience regarding pricing and costs for Anaconda?

Anaconda is an open-source tool, so I do not pay anything for it. It is compatible with every tool, regardless of whether it is open source or a paid package.

See all answers

What needs improvement with Anaconda?

There is room for improvement, especially regarding deployment. The process could be streamlined as the number of actions needed to deploy is quite large compared to other tools.

See all answers

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.

See all answers

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.

See all answers

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...

See all answers

Comparisons

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Compared 15% of the time

Amazon SageMaker vs Anaconda Business

Compared 10% of the time

IBM SPSS Statistics vs Anaconda Business

Compared 7% of the time

Google Cloud Datalab vs Anaconda Business

Compared 7% of the time

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Tableau Enterprise vs TIBCO Spotfire

Compared 14% of the time

Microsoft Power BI vs TIBCO Spotfire

Compared 13% of the time

Palantir Foundry vs TIBCO Spotfire

Compared 9% of the time

Databricks vs TIBCO Spotfire

Compared 8% of the time

TIBCO Jaspersoft vs TIBCO Spotfire

Compared 7% of the time

More TIBCO Spotfire Competitors

Product Reports

Buyer's Guide

Anaconda Business

August 2025

Download Anaconda Business product report

Buyer's Guide

TIBCO Spotfire

July 2025

Download TIBCO Spotfire product report

Also Known As

No data available

Spotfire

Overview

Anaconda Business provides a comprehensive platform for data science applications, integrating extensive libraries and seamless Python and R compatibility, enhancing developer productivity.

Anaconda Business offers data science professionals a platform combining extensive library support with pre-built models and seamless integration of Python and R environments. With features like a user-friendly interface and integrated Jupyter Notebook, it facilitates real-time code execution and debugging. Environmental management is simplified via Conda, while cloud-based access and package management enhance user experience. Community support and integration with applications like RStudio and Jupyter aid in data science and deep learning tasks.

What are the key features of Anaconda Business?

Extensive Library Support: Access numerous libraries for enhanced development capabilities.
Seamless Python and R Integration: Foster productivity through combined language support.
Cloud-Based Access: Facilitate collaboration and accessibility across teams.
Jupyter Notebook Integration: Enable real-time code execution and debugging.
Conda Environment Management: Simplify setup and management of environments.

What benefits should be considered in Anaconda Business?

Efficient Development: Streamline workflows with comprehensive tool integration.
Enhanced Collaboration: Utilize cloud-based tools for teamwork and data sharing.
Scalability: Adapt to growing workloads with robust capabilities.
Community Support: Leverage community expertise for solutions and troubleshooting.

Anaconda Business is widely used in industries like machine learning and data analysis, where it's employed for tasks such as predictive modeling and data visualization. Organizations utilize its compatibility with tools like Scikit-learn and TensorFlow for creating statistical models, supporting applications in fields such as analytics, education, subrogation, and warehouse management.

Anaconda

TIBCO Spotfire is a versatile data analytics platform that can handle large datasets and be deployed on-premise or in the cloud. Its dynamic reporting, easy creation of dynamic dashboards, and highly customizable tool make it a valuable asset for process data analysis, industrial performance dashboards, problem root cause analysis, business intelligence, and real-time analytics for IoT devices in the energy sector.

The solution also offers data science functions, map visuals, R and Python integration, and the ability to write HTML and JavaScript text areas. Spotfire has helped organizations deliver projects more efficiently and cost-effectively, allowing for faster data analysis.

TIBCO

Sample Customers

LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone

Allergan, ASSS de Montreal, Avantium, Blue River, Bank of Montreal, Citibank, FrieslandCampina, Hellmann Logistics, Merck, Novartis

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August 2025

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