# Posit Team vs Stata Comparison

| | Posit Team | Stata | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 570 | 166 | 
| **Largest Market Segment** | Enterprise (48.5% of reviews) | Enterprise (41.4% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Posit Team

Pros:
- Ease of Use (13 reviews)
- Features (9 reviews)

Cons:
- Slow Performance (7 reviews)
- Learning Curve (4 reviews)

### Stata

Pros:
- Coding Simplification (2 reviews)
- Analytics Advancement (1 reviews)

Cons:
- Memory Usage (1 reviews)
- Poor Customer Support (1 reviews)

---
## Ratings Comparison
| Rating | Posit Team | Stata | 
|---|---|---|
  | **Meets Requirements** | 9.1 (501 reviews) | 8.6 (142 reviews) | 
  | **Ease of Use** | 8.4 (501 reviews) | 8.0 (143 reviews) | 
  | **Ease of Setup** | 8.8 (111 reviews) | 9.0 (13 reviews) | 
  | **Ease of Admin** | 8.3 (92 reviews) | 9.2 (8 reviews) | 
  | **Quality of Support** | 8.1 (407 reviews) | 7.9 (121 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (83 reviews) | 8.3 (8 reviews) | 
  | **Product Direction (% positive)** | 8.5 (493 reviews) | 7.2 (136 reviews) | 

---
## Pricing

### Posit Team

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Stata

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Posit Team** | 9.0/10 | 95 |
| **Stata** | 8.4/10 | 57 |

#### Administration

| Feature | Posit Team | Stata | 
|---|---|---|
| **Quality Control** | 8.7 (77 reviews) | 8.5 (38 reviews) | 
| **Data Sampling** | 9.2 (82 reviews) | 8.9 (46 reviews) | 
| **Collaboration** | 8.3 (79 reviews) | 7.7 (41 reviews) | 

#### Capabilities

| Feature | Posit Team | Stata | 
|---|---|---|
| **Data Visualization** | 9.0 (89 reviews) | 6.7 (50 reviews) | 
| **Survival Analysis** | 8.9 (67 reviews) | 8.6 (37 reviews) | 
| **Risk Data Attributes** | 8.9 (55 reviews) | 8.2 (32 reviews) | 
| **Cost Analysis** | 8.8 (59 reviews) | 8.1 (25 reviews) | 

#### Methodology

| Feature | Posit Team | Stata | 
|---|---|---|
| **ANOVA Support** | 9.1 (77 reviews) | 9.0 (49 reviews) | 
| **Regression** | 9.5 (86 reviews) | 9.6 (52 reviews) | 
| **Time Series Analysis** | 9.3 (82 reviews) | 9.1 (45 reviews) | 

#### Generative AI

| Feature | Posit Team | Stata | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Posit Team** | 8.6/10 | 32 |
| **Stata** | N/A | N/A |

#### System

| Feature | Posit Team | Stata | 
|---|---|---|
| **Data Ingestion & Wrangling** | 9.1 (25 reviews) | Not enough data | 

#### Model Development

| Feature | Posit Team | Stata | 
|---|---|---|
| **Language Support** | 8.8 (20 reviews) | Not enough data | 
| **Drag and Drop** | 7.8 (21 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 8.3 (22 reviews) | Not enough data | 
| **Model Training** | 9.0 (21 reviews) | Not enough data | 

#### Model Development

| Feature | Posit Team | Stata | 
|---|---|---|
| **Feature Engineering** | 9.0 (21 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Posit Team | Stata | 
|---|---|---|
| **Computer Vision** | 8.6 (15 reviews) | Not enough data | 
| **Natural Language Processing** | 8.5 (14 reviews) | Not enough data | 
| **Natural Language Generation** | 8.7 (13 reviews) | Not enough data | 
| **Artificial Neural Networks** | 7.6 (17 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Posit Team | Stata | 
|---|---|---|
| **Natural Language Understanding** | 8.6 (17 reviews) | Not enough data | 
| **Deep Learning** | 9.1 (18 reviews) | Not enough data | 

#### Deployment

| Feature | Posit Team | Stata | 
|---|---|---|
| **Managed Service** | 8.5 (20 reviews) | Not enough data | 
| **Application** | 8.9 (19 reviews) | Not enough data | 
| **Scalability** | 8.8 (20 reviews) | Not enough data | 

#### Generative AI

| Feature | Posit Team | Stata | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | Posit Team | Stata | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Posit Team** | 8.5/10 | 11 |
| **Stata** | N/A | N/A |

#### Database

| Feature | Posit Team | Stata | 
|---|---|---|
| **Real-Time Data Collection** | 9.0 (8 reviews) | Not enough data | 
| **Data Distribution** | 9.0 (7 reviews) | Not enough data | 
| **Data Lake** | 8.6 (7 reviews) | Not enough data | 

#### Integrations

| Feature | Posit Team | Stata | 
|---|---|---|
| **Hadoop Integration** | 8.3 (5 reviews) | Not enough data | 
| **Spark Integration** | 8.3 (6 reviews) | Not enough data | 

#### Platform

| Feature | Posit Team | Stata | 
|---|---|---|
| **Machine Scaling** | 7.9 (8 reviews) | Not enough data | 
| **Data Preparation** | 8.7 (10 reviews) | Not enough data | 
| **Spark Integration** | 8.3 (6 reviews) | Not enough data | 

#### Processing

| Feature | Posit Team | Stata | 
|---|---|---|
| **Cloud Processing** | 8.3 (5 reviews) | Not enough data | 
| **Workload Processing** | 8.1 (8 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Posit Team** | N/A | N/A |
| **Stata** | N/A | N/A |

#### Building Reports

| Feature | Posit Team | Stata | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 

#### Platform

| Feature | Posit Team | Stata | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis)

**Unique to Posit Team (2):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)



---
## Reviewer Demographics

### By Company Size

| Segment | Posit Team | Stata | 
|---|---|---|
| **Small-Business** | 24.9% | 27.2% | 
| **Mid-Market** | 26.7% | 31.5% | 
| **Enterprise** | 48.5% | 41.4% | 

### By Industry

#### Posit Team

- **Higher Education:** 19.3%
- **Information Technology and Services:** 12.5%
- **Research:** 11.1%
- **Computer Software:** 8.6%
- **Education Management:** 5.5%
- **Hospital & Health Care:** 4.5%
- **Financial Services:** 4.3%
- **Telecommunications:** 2.1%
- **Biotechnology:** 1.8%
- **Banking:** 1.8%
- **Other:** 28.4%

#### Stata

- **Higher Education:** 28.8%
- **Research:** 22.1%
- **Hospital & Health Care:** 10.4%
- **Education Management:** 9.8%
- **Health, Wellness and Fitness:** 2.5%
- **Public Policy:** 2.5%
- **Non-Profit Organization Management:** 2.5%
- **Information Technology and Services:** 2.5%
- **E-Learning:** 1.8%
- **Medical Practice:** 1.8%
- **Other:** 15.3%

---
## Alternatives

### Alternatives to Posit Team

- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (929 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (815 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (771 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [eviews](https://www.g2.com/products/eviews/reviews) — 4.2/5 stars (124 reviews)

### Alternatives to Stata

- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (929 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [eviews](https://www.g2.com/products/eviews/reviews) — 4.2/5 stars (124 reviews)
- [GraphPad Prism](https://www.g2.com/products/graphpad-prism/reviews) — 4.6/5 stars (55 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [Base SAS](https://www.g2.com/products/base-sas/reviews) — 4.4/5 stars (148 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (799 reviews)

---
## Top Discussions

### Posit Team

- Title: [Can we save our process if we don't save a project?](https://www.g2.com/discussions/32624-can-we-save-our-process-if-we-don-t-save-a-project) — 2 comments, 1 upvote
  > **Top comment:** "There are many ways to save results as an R script runs, take a look at the R saveRDS function as one example.

For questions like this about R a great..."
- Title: [Which software is used for R programming?](https://www.g2.com/discussions/which-software-is-used-for-r-programming) — 1 comment
  > **Top comment:** "RStudio is the most popular IDE for running R programs and has a free license. The official R software environment is an open-source free software..."
- Title: [What is the best way to run R code within a VBA routine?](https://www.g2.com/discussions/what-is-the-best-way-to-run-r-code-within-a-vba-routine) — 1 comment, 1 upvote
  > **Top comment:** "I ran into same kind of problems.  Then I discovered PowerBI.
With PowerBI, and the help of PowerQuery, I'm getting rid of all VbA engines to process..."

### Stata

- Title: [What is Stata used for?](https://www.g2.com/discussions/what-is-stata-used-for) — 1 comment
  > **Top comment:** "Data Analyses "
- Title: [Is there SQL for Stata?](https://www.g2.com/discussions/34886-is-there-sql-for-stata) — 1 comment
  > **Top comment:** "yes, it is a type of sql with own rules,especially in the treatment of nulls"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/posit-team-vs-stata)