Link copied to clipboard # IBM SPSS Statistics vs Stata Comparison - What are their main differences? Share [ Export ](/compare/ibm-spss-statistics/stata/export.csv) SPSS StatisticsStata[+ Add Product](#) Reviews **IBM SPSS Statistics** [ 4.2/5(935) ](https://www.g2.com/products/ibm-spss-statistics/reviews#reviews) **Stata** [ 4.3/5(166) ](https://www.g2.com/products/stata/reviews#reviews) Pricing **IBM SPSS Statistics** Free Trial **Starting at $1,188.00** 1 User Per Year ยท Base Subscription: Yearly auto-renewal - Buy online **Stata** Free Trial No pricing available **Pricing Insights** from reviews Time to Implement **IBM SPSS Statistics** 3 months Based on 14 responses **Stata** Not enough reviews yet Return on Investment **IBM SPSS Statistics** 21 months Based on 11 responses **Stata** Not enough reviews yet Perceived Cost **IBM SPSS Statistics** $$$$$ **Stata** $$$$$ Average Discount **IBM SPSS Statistics** 14% **Stata** Not enough reviews yet Pros & Cons **IBM SPSS Statistics** [ Ease of Use (33) ](https://www.g2.com/products/ibm-spss-statistics/reviews?filters%5Bsentiment_snippet%5D=1273512&qs=pros-and-cons#reviews)[ Statistical Analysis (19) ](https://www.g2.com/products/ibm-spss-statistics/reviews?filters%5Bsentiment_snippet%5D=1273590&qs=pros-and-cons#reviews)[ Expensive (19) ](https://www.g2.com/products/ibm-spss-statistics/reviews?filters%5Bsentiment_snippet%5D=1273855&qs=pros-and-cons#reviews)[ Poor Visualization (12) ](https://www.g2.com/products/ibm-spss-statistics/reviews?filters%5Bsentiment_snippet%5D=1274413&qs=pros-and-cons#reviews) **Stata** [ Coding Simplification (2) ](https://www.g2.com/products/stata/reviews?filters%5Bsentiment_snippet%5D=1993912&qs=pros-and-cons#reviews)[ Analytics Advancement (1) ](https://www.g2.com/products/stata/reviews?filters%5Bsentiment_snippet%5D=1993910&qs=pros-and-cons#reviews)[ Memory Usage (1) ](https://www.g2.com/products/stata/reviews?filters%5Bsentiment_snippet%5D=1258431&qs=pros-and-cons#reviews)[ Poor Customer Support (1) ](https://www.g2.com/products/stata/reviews?filters%5Bsentiment_snippet%5D=2142229&qs=pros-and-cons#reviews) Integrations **IBM SPSS Statistics** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_24bb2b0b5af8e7d875ea09d767bcb097/ibm-cognos-analytics.jpg "Product Avatar Image") IBM Cognos Analytics ](https://www.g2.com/products/ibm-cognos-analytics/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_033aa224b72b00b72e8860e4e6401efc/microsoft-excel.png "Product Avatar Image") Microsoft Excel ](https://www.g2.com/products/microsoft-excel/reviews)[ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b8b49f2b6f9cd484b0efa52a4abd8269/microsoft-microsoft-power-bi.png "Product Avatar Image") Microsoft Power BI ](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews)[ View all ](https://www.g2.com/products/ibm-spss-statistics/integrations) **Stata** [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_033aa224b72b00b72e8860e4e6401efc/microsoft-excel.png "Product Avatar Image") Microsoft Excel ](https://www.g2.com/products/microsoft-excel/reviews)[ View all ](https://www.g2.com/products/stata/integrations) Screenshots **IBM SPSS Statistics** ![IBM SPSS Statistics screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/76906/expirable-direct-uploads_2F7a36dacd-21dc-432e-9d0c-ca3f63565a89_2F10_Better_Interface_SPSS_Statistics.png) **Stata** No screenshot available Ratings Meets Requirements **IBM SPSS Statistics** 8.5 8.5787 **Stata** 8.6 8.6142 Ease of Use **IBM SPSS Statistics** 7.9 7.9791 **Stata** 8.0 8.0143 Ease of Setup **IBM SPSS Statistics** 7.9 7.9180 **Stata** 9.0 9.013 Ease of Admin **IBM SPSS Statistics** 7.6 7.6137 **Stata** 9.2 9.28 Quality of Support **IBM SPSS Statistics** 7.6 7.6597 **Stata** 7.9 7.9121 Has the product been a good partner in doing business? **IBM SPSS Statistics** 8.0 8.0132 **Stata** 8.3 8.38 Product Direction (% positive) **IBM SPSS Statistics** 6.5 6.5762 **Stata** 7.2 7.2136 Features Statistical Analysis[Hide 54 FeaturesShow 54 Features](javascript:void(0);) 8.5 252 8.4 57 Administration Quality Control 8.4 191 8.5(won by 0.1) 38 Data Sampling 8.7 203 8.9(won by 0.2) 46 Collaboration Feature Not Available 7.7(won by default) 41 Multiple Data Sources Not enough data Not enough data Real-Time Data Not enough data Not enough data Statistical Process Control Not enough data Not enough data Capabilities Data Visualization 7.8(won by 1.1) 223 (There is a greater than 0.5 difference between this product's rating and its competitors) 6.7 50 Survival Analysis 8.4 183 8.6(won by 0.2) 37 Risk Data Attributes 8.2(tied score) 166 8.2(tied score) 32 Cost Analysis 8.2(won by 0.1) 163 8.1 25 Multivariate Analysis Not enough data Not enough data What-if Analysis Not enough data Not enough data Statistical Analysis Not enough data Not enough data Bayesian Analysis Not enough data Not enough data Trend Analysis Not enough data Not enough data Regression Analysis Not enough data Not enough data Methodology ANOVA Support 9.0(tied score) 202 9.0(tied score) 49 Regression 9.2 217 9.6(won by 0.4) 52 Time Series Analysis 8.8 187 9.1(won by 0.3) 45 Generative AI AI Text Generation Feature Not Available Not enough data AI Text Summarization Feature Not Available Not enough data Generative AI Not enough data Not enough data Additional Functionality Compliance Tracking Not enough data Not enough data Real-Time Reporting Not enough data Not enough data Statistical Simulation Not enough data Not enough data Forecasting Not enough data Not enough data Neural Network Modeling Not enough data Not enough data Visual Analytics Not enough data Not enough data Access Controls/Permissions Not enough data Not enough data Data Connectors Not enough data Not enough data Customizable Reports Not enough data Not enough data Drag & Drop Not enough data Not enough data Self Service Data Preparation Not enough data Not enough data Performance Metrics Not enough data Not enough data Data Transformation Not enough data Not enough data Activity Dashboard Not enough data Not enough data Data Extraction Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Predictive Analytics Not enough data Not enough data API Not enough data Not enough data AI Copilot Not enough data Not enough data Association Discovery Not enough data Not enough data Ad hoc Reporting Not enough data Not enough data Reporting & Statistics Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Customization Not enough data Not enough data Search/Filter Not enough data Not enough data Monitoring Not enough data Not enough data Data Clustering Not enough data Not enough data Data Import/Export Not enough data Not enough data SSL Security Not enough data Not enough data File Storage Not enough data Not enough data Decision Tree Not enough data Not enough data Multiple Scoring Models Not enough data Not enough data Predictive Analytics[Hide 42 FeaturesShow 42 Features](javascript:void(0);) 8.2 337 Not enough data Statistical Tool Scripting 7.2(won by default) 207 Not enough data Algorithms 7.7(won by default) 210 Not enough data Data Mining Feature Not Available Not enough data Data Analysis Analysis 8.9(won by default) 322 Not enough data Data Interaction Feature Not Available Not enough data Time Series Analysis Not enough data Not enough data Trend Analysis Not enough data Not enough data Decision Making Modeling 7.6(won by default) 247 Not enough data Data Visualizations 7.0(won by default) 301 Not enough data Report Generation 7.5(won by default) 268 Not enough data Data Unification Feature Not Available Not enough data Customizable Reports Not enough data Not enough data Generative AI AI Text Generation Not enough data Not enough data AI Text Summarization Not enough data Not enough data Generative AI Not enough data Not enough data Additional Functionality Demand Forecasting Not enough data Not enough data AI/Machine Learning Not enough data Not enough data Drag & Drop Not enough data Not enough data For Healthcare Not enough data Not enough data Forecasting Not enough data Not enough data Data Extraction Not enough data Not enough data Third-Party Integrations Not enough data Not enough data Decision Support Not enough data Not enough data Modeling & Simulation Not enough data Not enough data Alerts/Notifications Not enough data Not enough data Reporting/Analytics Not enough data Not enough data Multiple Data Sources Not enough data Not enough data For Retail Not enough data Not enough data For Education Not enough data Not enough data Data Discovery Not enough data Not enough data Graphical Workflow Editor Not enough data Not enough data Performance Metrics Not enough data Not enough data Business Rules Management Not enough data Not enough data AI Copilot Not enough data Not enough data Natural Language Processing Not enough data Not enough data Data Transformation Not enough data Not enough data Data Clustering Not enough data Not enough data API Not enough data Not enough data Data Blending Not enough data Not enough data Data Classification Not enough data Not enough data Workflow Management Not enough data Not enough data Workflow Automation Not enough data Not enough data User Insights Reviewers' Company Size [![IBM SPSS Statistics](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-spss-statistics.jpg "IBM SPSS Statistics")](https://www.g2.com/products/ibm-spss-statistics/reviews) IBM SPSS Statistics Small-Business(50 or fewer emp.) 27.6% Mid-Market(51-1000 emp.) 29.1% Enterprise(\> 1000 emp.) 43.3% [![Stata](https://images.g2crowd.com/uploads/product/hd_favicon/c6fd3a0ac0acc8eacba3a5d7d2678aa9/stata.svg "Stata")](https://www.g2.com/products/stata/reviews) Stata Small-Business(50 or fewer emp.) 27.2% Mid-Market(51-1000 emp.) 31.5% Enterprise(\> 1000 emp.) 41.4% Small-Business (50 or fewer emp.) 27.6% 27.2% Mid-Market (51-1000 emp.) 29.1% 31.5% Enterprise (\> 1000 emp.) 43.3% 41.4% Reviewers' Industry [![IBM SPSS Statistics](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_24bb2b0b5af8e7d875ea09d767bcb097/ibm-spss-statistics.jpg "IBM SPSS Statistics")](https://www.g2.com/products/ibm-spss-statistics/reviews) IBM SPSS Statistics Higher Education 26.2% Research 16.4% Education Management 7.6% Market Research 7.5% Hospital & Health Care 6.6% Other 35.7% [![Stata](https://images.g2crowd.com/uploads/product/hd_favicon/c6fd3a0ac0acc8eacba3a5d7d2678aa9/stata.svg "Stata")](https://www.g2.com/products/stata/reviews) Stata Higher Education 28.8% Research 22.1% Hospital & Health Care 10.4% Education Management 9.8% Health, Wellness and Fitness 2.5% Other 26.4% FAQs ## SPSS Statistics vs Stata FAQs Generated using AI Last updated: August 14, 2026 ### What is the difference between SPSS Statistics vs Stata? Stata is rated slightly higher than SPSS Statistics by G2 reviewers, with Stata's top-cited strength being its ease of use and coding flexibility, while SPSS Statistics is most recognized for its ease of use and statistical analysis capabilities. | [SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) | [Stata](https://www.g2.com/products/stata/reviews) | | --- | --- | | 4.2/5 (928 reviews) | 4.3/5 (166 reviews) | | Enterprise | Enterprise | | 7.9 | 9.0 | | 7.6 | 7.9 | | Ease of Use (33 all-time mentions) | Ease of Use (recent reviews) | ### How do the pricing models of SPSS Statistics and Stata compare? Stata is rated higher than SPSS Statistics for price and value satisfaction, indicating reviewers consider Stata the stronger value. - **SPSS Statistics:** In recent reviews, many cite high licensing costs and note that the software is expensive for small organizations and individual users. - **Stata:** Reviewers mention Stata is also costly, but satisfaction with price is higher than for SPSS Statistics, and some note it is more affordable than SPSS. - **Switching reasons:** Reviewers cite switching from SPSS Statistics to Stata due to lower cost and better value for advanced statistical analysis. ### What are the best alternatives to SPSS Statistics and Stata? The top 3 alternatives to SPSS Statistics and Stata are Minitab Statistical Software, JMP, and Posit. | Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength | | --- | --- | --- | --- | --- | | [SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) | 4.2/5 (928) | Enterprise | High cost, expensive for small orgs | Ease of Use (33 all-time mentions) | | [Stata](https://www.g2.com/products/stata/reviews) | 4.3/5 (166) | Enterprise | Costly but higher value satisfaction | Ease of Use (recent reviews) | | [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) | 4.6/5 (227) | Enterprise | โ€” | Statistical analysis and reliability | | [JMP](https://www.g2.com/products/jmp/reviews) | 4.5/5 (213) | Enterprise | โ€” | Advanced analytics and visualization | | [Posit](https://www.g2.com/products/posit-team/reviews) | 4.5/5 (575) | Enterprise | โ€” | Open-source flexibility and extensibility | ### Which Statistical Analysis features should I prioritize when comparing SPSS Statistics and Stata? Buyers should prioritize ease of use, statistical analysis capabilities, data management, visualization, and integration flexibility when comparing SPSS Statistics and Stata. - **Ease of Use:** SPSS Statistics (33 all-time mentions), Stata (recent reviews, 8.0/10 score) - **Statistical Analysis:** SPSS Statistics (19 all-time mentions), Stata (recent reviews, 1 all-time mention) - **Data Management:** SPSS Statistics (15 all-time mentions), Stata (recent reviews, 1 all-time mention) - **Visualization:** SPSS Statistics (10 all-time mentions), Stata (recent reviews, cited as an area for improvement) - **Integration Flexibility:** SPSS Statistics (recent reviews cite Microsoft Excel integration), Stata (recent reviews cite Microsoft Excel integration) ### What are the pros and cons of SPSS Statistics vs Stata? SPSS Statistics' headline strength is its ease of use for statistical analysis, while Stata's is its coding flexibility and ease of use for both beginners and advanced users. - **SPSS Statistics strengths:** Ease of use (33 all-time mentions), statistical analysis (19), data management (15), user interface (13), analysis capabilities (12), coding simplification (8), predictive modeling (7), data cleaning (6). - **SPSS Statistics trade-offs:** Expensive (19), poor visualization (12), learning curve (11), outdated interface (7), performance issues (7), slow performance (7), UX improvement (7). - **Stata strengths:** Coding simplification (2), analytics advancement (1), big data handling (1), data management (1), ease of installation (1), flexibility (1), speedy analysis (1), statistical analysis (1). - **Stata trade-offs:** Memory usage (1), poor customer support (1), poor graphics (1). ### Is SPSS Statistics or Stata better for small businesses? Stata is a better fit for small businesses based on reviewer sentiment and value satisfaction. - **SPSS Statistics:** Largest segment is Enterprise; reviewers frequently cite high cost and limited value for small organizations. - **Stata:** Largest segment is Enterprise; reviewers note Stata is more affordable than SPSS Statistics and easier to implement for smaller teams. ### Which Statistical Analysis platform has better integrations? SPSS Statistics and Stata are at parity for integrations, with both most frequently cited for Microsoft Excel integration. - **SPSS Statistics:** Microsoft Excel integration (4 all-time mentions in reviews) - **Stata:** Microsoft Excel integration (2 all-time mentions in reviews) ### How do SPSS Statistics and Stata compare on customer support? Stata and SPSS Statistics are at near-parity on Quality of Support, with Stata scoring 7.9 and SPSS Statistics 7.6. - **SPSS Statistics:** Reviewers describe support as generally responsive, with several citing high-quality assistance but some noting challenges with licensing and onboarding. - **Stata:** Reviewers report mixed experiences, with some citing helpful documentation and community support, but others noting slow or less effective customer service. ### Which is easier to implement, SPSS Statistics or Stata? Stata is rated higher than SPSS Statistics for Ease of Setup, with a 1.1-point advantage (9.0 vs 7.9). - **SPSS Statistics:** Reviewers describe setup as straightforward for experienced users but note challenges with licensing and initial onboarding for new users. - **Stata:** Reviewers consistently cite easy installation and implementation, with a smoother learning curve for setup compared to SPSS Statistics. ### Which product has better Analysis? Stata is rated slightly higher than SPSS Statistics for Analysis, with both products recognized for strong analysis capabilities. - **SPSS Statistics:** Analysis Capabilities (12 all-time mentions), 4.2/5 overall rating, Meets Requirements score 8.5. - **Stata:** Analysis Capabilities (recent reviews), 4.3/5 overall rating, Meets Requirements score 8.6. Alternatives **IBM SPSS Statistics Alternatives** ![Minitab Statistical Software](https://images.g2crowd.com/uploads/product/hd_favicon/161d76610cd024c6392341ce9d9558da/minitab-statistical-software%282%29.svg "Minitab Statistical Software") [ Minitab Statistical Software ](/products/minitab-statistical-software/reviews) ![JMP](https://images.g2crowd.com/uploads/product/hd_favicon/39153f7dafa10e6c41212f3c9ddcf2f7/jmp.svg "JMP") [ JMP ](/products/jmp/reviews) ![KNIME](https://images.g2crowd.com/uploads/product/hd_favicon/8a540cdf83a0e7e7937efe634c6ab64f/knime-analytics-platform.svg "KNIME") [ KNIME ](/products/knime-analytics-platform/reviews) ![Qualtrics Market Research](https://images.g2crowd.com/uploads/product/hd_favicon/8890eea0cb317c903c079caf28914e83/qualtrics-market-research.svg "Qualtrics Market Research") [ Qualtrics Market Research ](/products/qualtrics-market-research/reviews) **Stata Alternatives** ![Posit Team](https://images.g2crowd.com/uploads/product/hd_favicon/ca6ffefb15801ddbeaf9a3c6c95e53c8/posit-team.svg "Posit Team") [ Posit ](/products/posit-team/reviews) ![Minitab Statistical Software](https://images.g2crowd.com/uploads/product/hd_favicon/161d76610cd024c6392341ce9d9558da/minitab-statistical-software%282%29.svg "Minitab Statistical Software") [ Minitab Statistical Software ](/products/minitab-statistical-software/reviews) ![JMP](https://images.g2crowd.com/uploads/product/hd_favicon/39153f7dafa10e6c41212f3c9ddcf2f7/jmp.svg "JMP") [ JMP ](/products/jmp/reviews) ![eviews](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_ca318588c97d122c360a206e2877b345/eviews.png "eviews") [ eviews ](/products/eviews/reviews)