--- title: Stata Reviews meta_title: 'Stata Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 166 reviews by the users' company size, role or industry to find out how Stata works for a business like yours. aggregate_rating: rating_value: 4.3 review_count: 166 scale: '5' date_modified: '2026-09-28' parent_category: name: Analytics Tools & Software url: https://www.g2.com/categories/analytics-tools-software ---

Stata Pros and Cons: Top Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users value the coding simplification in Stata, enabling easier data analysis and flexibility in usage. (2 mentions)
Users praise the easy big data analysis and variety of built-in methods offered by Stata. (1 mentions)
Users appreciate the easy handling of big data with simple coding and diverse analytical methods in Stata. (1 mentions)
Users find STATA's flexibility in coding and ease of use highly beneficial for effective data management and monitoring. (1 mentions)
Users find Stata's ease of installation beneficial, allowing for straightforward implementation in data management tasks. (1 mentions)
Users find that Stata's memory usage can be excessive, leading to concerns during statistical analyses in the background. (1 mentions)
Users often find poor customer support with Stata, leading to dissatisfaction and unresolved issues. (1 mentions)
Users find the poor graphics of Stata unappealing, detracting from their overall experience with the software. (1 mentions)

Top Pros or Advantages of Stata

Top Cons or Disadvantages of Stata

Stata Reviews (166)

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Stata Reviews (166)

View 1 Video Reviews
4.3
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Andrés G.
AG
Andrés G.
Analyst
Enterprise (> 1000 emp.)
"Intuitive and Easy to Learn, but Pricey with CPU and Version Compatibility Hiccups"
3.5/5
What do you like best about Stata?

Easy to use, with a straightforward learning curve and a friendly, intuitive interface. Review collected by and hosted on G2.com.

What do you dislike about Stata?

Expensive, many options to take advantage of CPU and not that good for optimization. Also, incompatible within versions (eg., multistate models) Review collected by and hosted on G2.com.

Shyam M.
SM
Shyam M.
Monitoring and Evaluation (Data Storytelling) Associate
Mid-Market (51-1000 emp.)
"The software is very powerful and is very helpful in statistical data analysis."
3.5/5
What do you like best about Stata?

The software is easy to use once we get the hang of it and there's a lot of flexibility with coding. STATA can be integrated into SurveyCTO data as well. I use it every day for my data management and monitoring. It is easy to install and implement. Review collected by and hosted on G2.com.

What do you dislike about Stata?

The graphs/charts aren't appealing to the eye. The customer support isn't exceptionally good. Review collected by and hosted on G2.com.

Verified User in Health, Wellness and Fitness
UH
Verified User in Health, Wellness and Fitness
Mid-Market (51-1000 emp.)
"STATA Review"
4.5/5
What do you like best about Stata?

easy to analyse big data, simple coding methods, variety of built in analytical methods Review collected by and hosted on G2.com.

What do you dislike about Stata?

very case sensitive, doesnot open multiple do files at single time Review collected by and hosted on G2.com.

Verified User in Research
UR
Verified User in Research
Enterprise (> 1000 emp.)
"Efficient and easy to use"
4.5/5
What do you like best about Stata?

Powerful for data analysis and easy to use for people without lots of programming experience Review collected by and hosted on G2.com.

What do you dislike about Stata?

Can only load one dataset into the memory at a time Review collected by and hosted on G2.com.

Verified User in Market Research
UM
Verified User in Market Research
Mid-Market (51-1000 emp.)
"Tools used for reporting statistical analysis for project management"
5/5
What do you like best about Stata?

With the help of Stata, we used to analyze statistical analysis of the progress of the project. Stata helps to get quicker analysis reports. Review collected by and hosted on G2.com.

What do you dislike about Stata?

It uses more temporary storage of the memory for running statistical analysis in the background. Review collected by and hosted on G2.com.

FREDY HUMBERTO  M.
FM
FREDY HUMBERTO M.
software test automation engineer
Mid-Market (51-1000 emp.)
"How can Stata help you"
4.5/5
What do you like best about Stata?

Stata is a statistical software widely used in data analysis, research, and data visualization. It was developed by StataCorp in 1985 and has been a popular tool in social sciences, economics, epidemiology, public health, and other related disciplines.

Stata provides an integrated environment for data management, manipulation, analysis, and visualization. It allows for a wide range of statistical analyses, from basic techniques like regression and analysis of variance to more advanced methods such as time series models, survival analysis, hierarchical models, and discrete choice models, among others.

Stata software is used both in academic settings and in industry, and it offers a wide range of commands and functions to work with data in different formats. Additionally, Stata provides a programming interface that allows users to write their own programs and custom commands. Review collected by and hosted on G2.com.

What do you dislike about Stata?

Cost: Stata is commercial software and its license can be expensive, especially for individual users or those with limited budgets. This can make it difficult to access for students or researchers with limited financial resources.

Learning curve: Stata has a steep learning curve, especially for those who have no prior experience in programming or statistics. Stata's command syntax can be complex and require time and effort to become familiar with it.

Not open source: Unlike some other statistical software like R or Python, Stata is not open source. This means that users cannot access the internal source code and make custom modifications according to their specific needs.

Fewer packages and extensions: Although Stata offers a wide range of statistical functionalities and analysis methods, the number of available packages and extensions is smaller compared to some other statistical software like R. This can limit options for advanced analysis or specific techniques.

Limitations in handling large datasets: Stata may have difficulties handling and processing large datasets due to its limited memory structure. This can be problematic for research involving big data analysis or massive datasets. Review collected by and hosted on G2.com.

Verified User in Higher Education
UH
Verified User in Higher Education
Mid-Market (51-1000 emp.)
"Stata: A Powerful Tool for Academic Collaboration, with Room for Improvement"
4/5
What do you like best about Stata?

Stata is a widely adopted statistical software that offers numerous benefits for academic research and collaboration. One of its most substantial advantages is its extensive usage within the academic community. This prevalence ensures that many researchers and scholars are familiar with Stata, making collaborating and exchanging knowledge with colleagues easier. The ability to seamlessly work with others using Stata enhances the efficiency and effectiveness of academic projects. Review collected by and hosted on G2.com.

What do you dislike about Stata?

However, despite its strengths, there is room for improvement in Stata, particularly concerning simultaneously handling multiple datasets. One drawback I have encountered is managing and analyzing multiple datasets concurrently. This limitation can hinder workflow efficiency, especially when working on complex research projects that involve multiple data sources. Streamlining the process of working with multiple datasets would greatly enhance the user experience and productivity within Stata. Review collected by and hosted on G2.com.

Andrea M. S.
AS
Andrea M. S.
Consultant
Small-Business (50 or fewer emp.)
"Stata makes my life so much easier"
5/5
What do you like best about Stata?

The statistical software is reliable and fast, making my job so much easier as I'm able to easily create graphs and other visualizations to help explain the statistical results. Review collected by and hosted on G2.com.

What do you dislike about Stata?

It's a bit on the expensive side and comes with somewhat of a learning curve. Stata offers a lot of training and resources though so finding answers to questions is easy. Review collected by and hosted on G2.com.

JD
Josh D.
Educator
Small-Business (50 or fewer emp.)
"STATA for Quantitative Analysis"
5/5
What do you like best about Stata?

I love STATA's flexibility and ease of use. I also like that you can use both the coding feature and the drop-down menus! I also like how easy it is to import data. Review collected by and hosted on G2.com.

What do you dislike about Stata?

STATA was the first statistical program I used (aside from Excel). Initially, I thought there was a high learning curve. However, after trying out other statistical software programs, I realized how much more of a learning curve those other programs have. Review collected by and hosted on G2.com.

Maliha A.
MA
Maliha A.
Sales Operations Administrator
Mid-Market (51-1000 emp.)
"One of my favourite Statistical data analysis tool"
5/5
What do you like best about Stata?

Stata is user friendly, with strong data analysis capabilities allowing users to create high quality graphs and charts. Stata makes it easy to document and produce statistical data analysis. It's especially best for academic research. Review collected by and hosted on G2.com.

What do you dislike about Stata?

The cost is high and there is no free version. And sometimes it can be a little complicated to learn at the beginning. For some researches one requires specialized analysis and Stata has limited specialized analysis. Review collected by and hosted on G2.com.