# Domino Enterprise AI Platform vs Posit Team Comparison

| | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 28 | 574 | 
| **Largest Market Segment** | Enterprise (48.1% of reviews) | Enterprise (48.3% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Domino Enterprise AI Platform

Pros:
- Ease of Use (4 reviews)
- Easy Integrations (2 reviews)

Cons:
- Cost (1 reviews)
- Difficult Setup (1 reviews)

### Posit Team

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

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

---
## Ratings Comparison
| Rating | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
  | **Meets Requirements** | 8.4 (22 reviews) | 9.1 (505 reviews) | 
  | **Ease of Use** | 8.4 (22 reviews) | 8.4 (505 reviews) | 
  | **Ease of Setup** | 7.8 (9 reviews) | 8.8 (114 reviews) | 
  | **Ease of Admin** | 8.1 (6 reviews) | 8.3 (93 reviews) | 
  | **Quality of Support** | 8.1 (20 reviews) | 8.2 (411 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (6 reviews) | 8.6 (84 reviews) | 
  | **Product Direction (% positive)** | 9.0 (23 reviews) | 8.5 (496 reviews) | 

---
## Pricing

### Domino Enterprise AI Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Posit Team

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Domino Enterprise AI Platform** | N/A | N/A |
| **Posit Team** | 9.0/10 | 97 |

#### Administration

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Quality Control** | Not enough data | 8.7 (77 reviews) | 
| **Data Sampling** | Not enough data | 9.2 (82 reviews) | 
| **Collaboration** | Not enough data | 8.3 (80 reviews) | 

#### Capabilities

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Data Visualization** | Not enough data | 9.0 (90 reviews) | 
| **Survival Analysis** | Not enough data | 8.9 (67 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.9 (55 reviews) | 
| **Cost Analysis** | Not enough data | 8.8 (59 reviews) | 

#### Methodology

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **ANOVA Support** | Not enough data | 9.1 (78 reviews) | 
| **Regression** | Not enough data | 9.5 (87 reviews) | 
| **Time Series Analysis** | Not enough data | 9.3 (82 reviews) | 

#### Generative AI

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Domino Enterprise AI Platform** | 8.4/10 | 7 |
| **Posit Team** | N/A | N/A |

#### Deployment

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Language Flexibility** | 8.6 (7 reviews) | Not enough data | 
| **Framework Flexibility** | 8.3 (7 reviews) | Not enough data | 
| **Versioning** | 7.1 (7 reviews) | Not enough data | 
| **Ease of Deployment** | 6.4 (7 reviews) | Not enough data | 
| **Scalability** | 8.1 (7 reviews) | Not enough data | 

#### Deployment

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Language Flexibility** | 9.0 (7 reviews) | Not enough data | 
| **Framework Flexibility** | 8.6 (7 reviews) | Not enough data | 
| **Versioning** | 8.6 (7 reviews) | Not enough data | 
| **Ease of Deployment** | 8.1 (7 reviews) | Not enough data | 
| **Scalability** | 8.8 (7 reviews) | Not enough data | 

#### Management

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Cataloging** | 7.8 (6 reviews) | Not enough data | 
| **Monitoring** | 8.6 (6 reviews) | Not enough data | 
| **Governing** | 8.9 (6 reviews) | Not enough data | 
| **Model Registry** | 8.6 (7 reviews) | Not enough data | 

#### Operations

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Metrics** | 8.6 (6 reviews) | Not enough data | 
| **Infrastructure management** | 8.3 (6 reviews) | Not enough data | 
| **Collaboration** | 8.6 (6 reviews) | Not enough data | 

#### Management

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Cataloging** | 8.6 (6 reviews) | Not enough data | 
| **Monitoring** | 9.3 (5 reviews) | Not enough data | 
| **Governing** | 8.3 (6 reviews) | Not enough data | 

#### Generative AI

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **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 |
|---|---|---|
| **Domino Enterprise AI Platform** | 8.2/10 | 17 |
| **Posit Team** | 8.6/10 | 34 |

#### System

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.1 (15 reviews) | 9.1 (25 reviews) | 

#### Model Development

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Language Support** | 8.5 (17 reviews) | 8.9 (22 reviews) | 
| **Drag and Drop** | Feature Not Available | 7.8 (21 reviews) | 
| **Pre-Built Algorithms** | 8.1 (17 reviews) | 8.3 (22 reviews) | 
| **Model Training** | 8.6 (17 reviews) | 9.0 (21 reviews) | 

#### Model Development

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Feature Engineering** | 8.2 (14 reviews) | 9.0 (21 reviews) | 

#### Machine/Deep Learning Services

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Computer Vision** | 8.4 (16 reviews) | 8.6 (15 reviews) | 
| **Natural Language Processing** | 8.7 (17 reviews) | 8.5 (14 reviews) | 
| **Natural Language Generation** | 8.3 (16 reviews) | 8.7 (13 reviews) | 
| **Artificial Neural Networks** | 8.3 (17 reviews) | 7.6 (17 reviews) | 

#### Machine/Deep Learning Services

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Natural Language Understanding** | 8.2 (14 reviews) | 8.6 (17 reviews) | 
| **Deep Learning** | 8.2 (14 reviews) | 9.1 (18 reviews) | 

#### Deployment

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Managed Service** | 8.2 (17 reviews) | 8.6 (21 reviews) | 
| **Application** | 8.6 (17 reviews) | 8.9 (19 reviews) | 
| **Scalability** | 8.1 (17 reviews) | 8.9 (22 reviews) | 

#### Generative AI

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **AI Text Generation** | 7.6 (7 reviews) | Not enough data | 
| **AI Text Summarization** | 7.6 (7 reviews) | Not enough data | 
| **AI Text-to-Image** | 7.6 (7 reviews) | Not enough data | 

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

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **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 |
|---|---|---|
| **Domino Enterprise AI Platform** | N/A | N/A |
| **Posit Team** | 8.5/10 | 11 |

#### Database

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

#### Integrations

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (5 reviews) | 
| **Spark Integration** | Not enough data | 8.3 (6 reviews) | 

#### Platform

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

#### Processing

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Cloud Processing** | Not enough data | 8.3 (5 reviews) | 
| **Workload Processing** | Not enough data | 8.1 (8 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Domino Enterprise AI Platform** | N/A | N/A |
| **Posit Team** | N/A | N/A |

#### Building Reports

| Feature | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **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 | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **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):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Domino Enterprise AI Platform (1):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

**Unique to Posit Team (2):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)


---
## Reviewer Demographics

### By Company Size

| Segment | Domino Enterprise AI Platform | Posit Team | 
|---|---|---|
| **Small-Business** | 40.7% | 25.2% | 
| **Mid-Market** | 11.1% | 26.5% | 
| **Enterprise** | 48.1% | 48.3% | 

### By Industry

#### Domino Enterprise AI Platform

- **Computer Software:** 25.9%
- **Information Technology and Services:** 18.5%
- **Consulting:** 7.4%
- **Retail:** 7.4%
- **Insurance:** 7.4%
- **Manufacturing:** 3.7%
- **Pharmaceuticals:** 3.7%
- **Non-Profit Organization Management:** 3.7%
- **Internet:** 3.7%
- **Industrial Automation:** 3.7%
- **Other:** 14.8%

#### Posit Team

- **Higher Education:** 19.4%
- **Information Technology and Services:** 12.4%
- **Research:** 11.2%
- **Computer Software:** 8.5%
- **Education Management:** 5.5%
- **Hospital & Health Care:** 4.4%
- **Financial Services:** 4.3%
- **Telecommunications:** 2.1%
- **Biotechnology:** 1.8%
- **Banking:** 1.8%
- **Other:** 28.6%

---
## Alternatives

### Alternatives to Domino Enterprise AI Platform

- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (221 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1342 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (807 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (876 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (402 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)

### 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) — 4.5/5 stars (99 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (876 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (226 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (143 reviews)

---
## Top Discussions

### Domino Enterprise AI Platform

- Title: [What is Domino Python?](https://www.g2.com/discussions/domino-what-is-domino-python) — 1 comment *(includes official response)*
  > **Top comment:** "Python is one of the languages supported natively in Domino, along with R, MATLAB, and others. Full details about Python support in Domino can be found at..."
- Title: [What is Domino Python?](https://www.g2.com/discussions/what-is-domino-python) — 1 comment *(includes official response)*
  > **Top comment:** "Python is one of the languages supported natively in Domino, along with R, MATLAB, and others. Full details about Python support in Domino can be found at..."
- Title: [What is Domino machine learning?](https://www.g2.com/discussions/domino-what-is-domino-machine-learning) — 1 comment *(includes official response)*
  > **Top comment:** "Domino supports a wide variety of machine learning algorithms, from supervised and unsupervised machine learning, to reinforcement learning and deep..."
- Title: [What is Domino machine learning?](https://www.g2.com/discussions/what-is-domino-machine-learning) — 1 comment *(includes official response)*
  > **Top comment:** "Domino supports a wide variety of machine learning algorithms, from supervised and unsupervised machine learning, to reinforcement learning and deep..."
- Title: [Is Domino an IDE?](https://www.g2.com/discussions/domino-is-domino-an-ide) — 1 comment *(includes official response)*
  > **Top comment:** "No. Domino is a data science and Enterprise MLOps platform that allows data scientists to install a variety of IDEs such as JupyterLab, R Studio, PyCharm,..."

### 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..."

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