TensorFlow vs XLSTAT

IBM SPSS Statistics

Minitab

Stata

Mixpanel

R-Studio Data Recovery

cnvrg.io

Compare TensorFlow and XLSTAT based on features, pricing, verified reviews, integrations & more on GetApp. Find out which software is best for your business in 2026.

cnvrg.io is a data science platform, which helps businesses across industries including finance, healthcare, media, IT, aerospace, and automobile build, automate, and manage the entire machine learning (ML) lifecycle, from research to deployment

Mixpanel helps companies build better products through data. With our powerful, self-serve product analytics solution, teams can easily analyze how and why people engage, convert, and retain to improve their user experience.

Minitab is a statistical and data analytics software, which helps organizations predict, visualize, and analyze business data to forecast patterns, discover trends, view relationships between variables, and more. The built-in assistant lets users manage data analysis and interpretation operations.

TensorFlow is an open-source platform, which helps developers, businesses, and researchers build, launch, and manage machine learning (ML)-enabled applications. The solution offers a collection of customizable workflows to assist organizations with developing and training models.

Configurable Workflow

Deep Learning

Model Training

Natural Language Processing

Predictive Modeling

Workflow Management

TensorFlow

Web-based

Windows

Student

The framework has been amazing for me both for getting into machine learning and for developing more advanced projects.

Data Scientist

Many of the error messages can be cryptic and difficult to use when debugging. Frequent errors caused by data type mismatches.

Software Engineer

There are a lot of tutorials on getting started, some good data available for free to assist with the learning process. Everything can be run locally which makes it easy to expand on-site.

Has rich resources to support and help in learning the nuances of Neural Networks and Deep Learning  and helps in rapid initial prototyping.

Sr Director

It also has the ability to manage the end to end process in machine learning while also giving the ability to store data and importantly tools to monitor data quality along the ML journey.

Senior Solution Architect

There is a very active community for this software which makes it a very good choice for research projects.

Research Executive - Trainee

I'm totally satisfied of the usage and can recommend it to anyone who is doing a project on machine learning and AI.

General Manager

Great community support and a great vision ahead.

Quite satisfied and believe it is an important tool in machine learning used widely over the world.

Of course, there was also a problem. The resources of Aliyun were all based on fixed configuration to determine different prices.

It is quite tricky though to debug the code if it has some problems.

Software developer

TensorFlow helped to Learn and understand the working of any machine learning models. It is simple and easy to use and is very helpful for any new comer to start their machine learning journey.

Great charts visualization options. High performance and scalability.

Owner, previous CEO

It is completely flexible compared to its costly competitors. The software connects well with various data sources and in setting up scripts to run automatically.

It is hard to build our classes and integrate them with TensorFlow pre-built classes.

Debugging is incredibly difficult with version 1 of the framework (this is meant to be addressed in version 2) and can take a long time to get a handle of the particular concepts.

Assistant professor

Programming is little difficult with tensorflow.

Cost Efficient (Pay as you go). Provide easy way for accessing data and manipulating cloud API to automate Scalable operations.

TensorFlow screenshot: TensorFlow playground

TensorFlow screenshot: TensorFlow capturing a profile

TensorFlow screenshot: TensorFlow projects

Freelancers

Large Enterprises

Mid Size Business

Small Business

Stata is a complete, integrated statistical software package for data science. It offers a broad suite of statistical features, publication-quality graphics, automated reporting, and Python integration for truly reproducible research. Stata is trusted, reliable, continuously updated, and easy to use, grow with, automate, and extend, making it a powerful tool for data analysis and visualization.

R-Studio is a self-service data recovery tool that enables technicians to recover data from Windows, Mac, and Linux PCs after accidental file deletion, hard drive formatting, virus purges, or partition damage. It supports FAT, NTFS, and ReFS recoveries and can recover data from drive images.

IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

The leading data analysis and statistical solution for Microsoft EXCEL®

Association Discovery

Customer Database

Customizable Reports

Dashboard

Data Analysis Tools

Data Capture and Transfer

Data Discovery

Data Management

Data Preparation

Data Visualization

Forecasting

Machine Learning

ML Algorithm Library

Multivariate Analysis

Predictive Analytics

Regression Analysis

Reporting & Statistics

Reporting/Analytics

Self-service Analytics

Statistical Analysis

Statistical Process Control

Statistical Simulation

Survival Analysis

Text Analysis

Time Series Analysis

XLSTAT

I like how the software allows me to do my data analysis with ease, as compared to STATA, which requires a great deal of practice and knowledge in order to use it effectively.

Pro Shop Attendant

My favorite thing about the XLSTAT programs is the ease of use and the amount of benefit one can gain from this program as a business student.

Analyst

The only downside to XLSTAT is it’s lack of flexibility. Not a lot of data manipulation functions.

Research Associate/Lecturer

I use this software for statistical analyses for all my research and publications; it is easy to use right 'out of the box', has the functionality I need, and the customer service is outstanding.

Associate, MBA Accelerated Development Program

I like the software and would recommend it if you don't code and want a relatively simple and inexpensive Excel-based solution.

Graduate Research Assistant

The tutorials on the websites is helpful. Their customer service is exceptional and they are very responsive.

Researcher

This tool is amazing for beginner level statisticians. Ease of use and user-friendly handles.

ASSOC.PROFESSOR

The explanation of the staistical results is poor and incomplete. The annual subscription is quite  expensive.

Relatively easy to use and good value for money. The fact that XLStat uses Excel as the main platform is an advantage.

Research Associate

With XLSTAT the computer does the job so easily. So far the experience has been awesome.

Research PI

This is a shame as most of my colleagues in biomedical research prefer Prism just because of these graphs that can be modified and edited easily.

Investigador

What I like about XLSTAT is its integration with EXCEL, which makes it very easy and intuitive to use.

I have used the add-in in Excel to analyze different kinds of data and make inference from them. Overll, it is a great tool.

Consumer & Sensory Insights Manager

The Best Statistical Software to Sensory & Consumer Insights.

PhD Candidate

The entire research team that I work with has adapted XLSTAT into our everyday work lives. It has allowed us to gather very sufficient and strong statistic analysis of data.

Integration with R software is a strength as well.

Market Researcher

XLSTAT is an absolute winner for those, who started to work with Excel, but do not want to switch to other statistical software programs - the interface, the spreadsheets are familiar.

TensorFlow vs XLSTAT Comparison (2026)

TensorFlow

XLSTAT

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