# JMP, NVivo vs Posit Comparison

| | JMP | NVivo | Posit | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.0 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 213 | 138 | 570 | 
| **Largest Market Segment** | Enterprise (42.4% of reviews) | Small-Business (48.1% of reviews) | Enterprise (48.5% of reviews) | 
| **Entry Level Price** | $1,390.00 1 Users Per Year | No pricing available | No pricing available | 

---
## Top Pros & Cons

### JMP

Pros:
- Ease of Use (10 reviews)
- Data Visualization (9 reviews)

Cons:
- Expensive (6 reviews)
- Learning Curve (4 reviews)

### NVivo

Pros:
- Ease of Use (2 reviews)
- Efficiency Improvement (2 reviews)

Cons:
- Not User-Friendly (3 reviews)
- Poor Customer Support (3 reviews)

### Posit

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

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

---
## Ratings Comparison
| Rating | JMP | NVivo | Posit | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (175 reviews) | 8.5 (99 reviews) | 9.1 (501 reviews) | 
  | **Ease of Use** | 8.3 (176 reviews) | 7.6 (102 reviews) | 8.4 (501 reviews) | 
  | **Ease of Setup** | 8.6 (52 reviews) | 7.2 (25 reviews) | 8.8 (111 reviews) | 
  | **Ease of Admin** | 8.6 (28 reviews) | 7.9 (19 reviews) | 8.3 (92 reviews) | 
  | **Quality of Support** | 8.7 (151 reviews) | 7.7 (76 reviews) | 8.1 (407 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (29 reviews) | 7.5 (12 reviews) | 8.6 (83 reviews) | 
  | **Product Direction (% positive)** | 8.3 (170 reviews) | 7.2 (99 reviews) | 8.5 (493 reviews) | 

---
## Pricing

### JMP

#### Entry-Level Pricing

Plan: JMP

Price: $1,390.00 1 Users Per Year

Description: JMP for Windows or Mac. 
Corporate licenses available at bulk discounts.  
Key features include:

Key Features:
- Data Acquisition and Cleanup
- Design of Experiments
- Reliability Analysis

[Browse all 2 editions](https://www.g2.com/products/jmp/pricing)

#### Free Trial

Yes

### NVivo

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Posit

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **JMP** | 8.2/10 | 112 |
| **NVivo** | 7.0/10 | 31 |
| **Posit** | N/A | N/A |

#### Reports

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Reports Interface** | 8.1 (80 reviews) | 7.0 (22 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 7.9 (77 reviews) | 6.7 (21 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | 8.6 (102 reviews) | 7.3 (23 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 8.0 (57 reviews) | 6.7 (17 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | 8.1 (79 reviews) | 7.6 (19 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

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

#### Platform

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

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **JMP** | 8.1/10 | 112 |
| **NVivo** | 7.0/10 | 32 |
| **Posit** | N/A | N/A |

#### Reports

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Reports Interface** | 8.1 (80 reviews) | 7.0 (22 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 7.9 (77 reviews) | 6.7 (21 reviews) ✓ Verified | Not enough data | 
| **Graphs and Charts** | 8.6 (102 reviews) | 7.3 (23 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 8.0 (57 reviews) | 6.7 (17 reviews) ✓ Verified | Not enough data | 
| **Dashboards** | 8.1 (79 reviews) | 7.6 (19 reviews) ✓ Verified | Not enough data | 

#### Reports

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Reports Interface** | 8.1 (53 reviews) | Not enough data | Not enough data | 
| **Share Reports** | 7.9 (47 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 8.4 (51 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | Not enough data | 

#### Visualization

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Graphs and Charts** | 8.9 (62 reviews) | Not enough data | Not enough data | 
| **Score Cards** | Feature Not Available | Not enough data | Not enough data | 
| **Dashboards** | 8.4 (55 reviews) | Not enough data | Not enough data | 
| **Formats** | 8.1 (52 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Historical Snapshots** | 8.1 (44 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 7.8 (48 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Sharing** | 7.8 (48 reviews) | Not enough data | Not enough data | 
| **Co-Editing** | Feature Not Available | Not enough data | Not enough data | 
| **Devices** | Feature Not Available | Not enough data | Not enough data | 

#### Data Updates

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Historical Snapshots** | 7.8 (44 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | Feature Not Available | Not enough data | Not enough data | 
| **Email Reports** | 8.0 (41 reviews) | Not enough data | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **JMP** | 8.6/10 | 115 |
| **NVivo** | N/A | N/A |
| **Posit** | 9.0/10 | 95 |

#### Administration

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Quality Control** | 8.6 (91 reviews) | Not enough data | 8.7 (77 reviews) | 
| **Data Sampling** | 8.8 (94 reviews) | Not enough data | 9.2 (82 reviews) | 
| **Collaboration** | 8.0 (76 reviews) | Not enough data | 8.3 (79 reviews) | 

#### Capabilities

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Data Visualization** | 9.0 (106 reviews) | Not enough data | 9.0 (89 reviews) | 
| **Survival Analysis** | 8.7 (72 reviews) | Not enough data | 8.9 (67 reviews) | 
| **Risk Data Attributes** | 8.2 (73 reviews) | Not enough data | 8.9 (55 reviews) | 
| **Cost Analysis** | 8.0 (64 reviews) | Not enough data | 8.8 (59 reviews) | 

#### Methodology

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **ANOVA Support** | 9.0 (94 reviews) | Not enough data | 9.1 (77 reviews) | 
| **Regression** | 9.2 (100 reviews) | Not enough data | 9.5 (86 reviews) | 
| **Time Series Analysis** | 8.6 (89 reviews) | Not enough data | 9.3 (82 reviews) | 

#### Generative AI

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **JMP** | N/A | N/A |
| **NVivo** | N/A | N/A |
| **Posit** | 8.6/10 | 32 |

#### System

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

#### Model Development

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

#### Model Development

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Feature Engineering** | Not enough data | Not enough data | 9.0 (21 reviews) | 

#### Machine/Deep Learning Services

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

#### Machine/Deep Learning Services

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

#### Deployment

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

#### Generative AI

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | 

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

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

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **JMP** | N/A | N/A |
| **NVivo** | 4.5/10 | 6 |
| **Posit** | N/A | N/A |

#### Setup

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Integration** | Not enough data | 4.3 (5 reviews) | Not enough data | 
| **Maintenance** | Not enough data | 2.5 (6 reviews) | Not enough data | 
| **No-Code** | Not enough data | 5.3 (5 reviews) | Not enough data | 

#### Data

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Security** | Not enough data | 6.0 (5 reviews) | Not enough data | 
| **Data Visualization** | Not enough data | 5.7 (5 reviews) | Not enough data | 

#### Analysis

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Automation** | Not enough data | 5.0 (5 reviews) | Not enough data | 
| **Named entity recognition** | Not enough data | 5.0 (5 reviews) | Not enough data | 
| **Keyphrase Extraction** | Not enough data | 2.3 (5 reviews) | Not enough data | 
| **Topic Analysis** | Not enough data | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | Not enough data | 
| **Language Identification** | Not enough data | Not enough data | Not enough data | 
| **Syntax/Part of Speech Parsing** | Not enough data | Not enough data | Not enough data | 

#### Customization

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Pre-Built Parameterization** | Not enough data | Not enough data | Not enough data | 
| **Custom Extension** | Not enough data | Not enough data | Not enough data | 
| **Compositionality** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **JMP** | 9.0/10 | 31 |
| **NVivo** | N/A | N/A |
| **Posit** | N/A | N/A |

#### Statistical Tool

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Scripting** | 8.7 (23 reviews) | Not enough data | Not enough data | 
| **Data Mining** | 9.0 (27 reviews) | Not enough data | Not enough data | 
| **Algorithms** | 8.7 (25 reviews) | Not enough data | Not enough data | 

#### Data Analysis

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Analysis** | 9.3 (28 reviews) | Not enough data | Not enough data | 
| **Data Interaction** | 9.1 (29 reviews) | Not enough data | Not enough data | 

#### Decision Making

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **Modeling** | 8.8 (26 reviews) | Not enough data | Not enough data | 
| **Data Visualizations** | 9.4 (29 reviews) | Not enough data | Not enough data | 
| **Report Generation** | 8.5 (28 reviews) | Not enough data | Not enough data | 
| **Data Unification** | 9.1 (23 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | JMP | NVivo | Posit | 
|---|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **JMP** | N/A | N/A |
| **NVivo** | N/A | N/A |
| **Posit** | 8.5/10 | 11 |

#### Database

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

#### Integrations

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

#### Platform

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

#### Processing

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

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **JMP** | N/A | N/A |
| **NVivo** | N/A | N/A |
| **Posit** | N/A | N/A |

#### Building Reports

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

#### Platform

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

---
## Categories

**Unique to JMP (3):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to NVivo (2):** [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to Posit (3):** [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), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | JMP | NVivo | Posit | 
|---|---|---|---|
| **Small-Business** | 32.2% | 48.1% | 24.9% | 
| **Mid-Market** | 25.4% | 19.5% | 26.7% | 
| **Enterprise** | 42.4% | 32.3% | 48.5% | 

### By Industry

#### JMP

- **Higher Education:** 12.7%
- **Information Technology and Services:** 9.8%
- **Research:** 9.3%
- **Pharmaceuticals:** 6.8%
- **Semiconductors:** 5.9%
- **Biotechnology:** 5.9%
- **Chemicals:** 4.4%
- **Electrical/Electronic Manufacturing:** 2.9%
- **Education Management:** 2.4%
- **Automotive:** 2.4%
- **Other:** 37.6%

#### NVivo

- **Higher Education:** 30.1%
- **Research:** 28.6%
- **Education Management:** 13.5%
- **Hospital & Health Care:** 3.8%
- **Market Research:** 3.0%
- **Management Consulting:** 2.3%
- **Professional Training & Coaching:** 1.5%
- **Primary/Secondary Education:** 1.5%
- **Government Administration:** 1.5%
- **Information Technology and Services:** 0.8%
- **Other:** 13.5%

#### Posit

- **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%

---
## Alternatives

### Alternatives to JMP

- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (927 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)

### Alternatives to NVivo

- [ATLAS.ti](https://www.g2.com/products/atlas-ti/reviews) — 4.7/5 stars (60 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [MAXQDA](https://www.g2.com/products/maxqda/reviews) — 4.5/5 stars (38 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1641 reviews)
- [Canva](https://www.g2.com/products/canva/reviews) — 4.7/5 stars (7473 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (475 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1057 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

### Alternatives to Posit

- [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 (927 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 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 (142 reviews)
- [eviews](https://www.g2.com/products/eviews/reviews) — 4.2/5 stars (124 reviews)

---
## Top Discussions

### JMP

- Title: [Who uses JMP?](https://www.g2.com/discussions/who-uses-jmp) — 3 comments
  > **Top comment:** "Statisticians, Data Scientists, Engineers, Statistics Teachers."
- Title: [What is JMP used for?](https://www.g2.com/discussions/what-is-jmp-used-for) — 1 comment
  > **Top comment:** "JMP used for interactive data analysis and visualization. It’s widely used across pharmaceutical manufacturing to make data driven decision."
- Title: [Is JMP software validated?](https://www.g2.com/discussions/is-jmp-software-validated) — 1 comment
  > **Top comment:** "I think so. At least most statistical methods we find the same or similar answers from SAS, and we already validated SAS with the same data."
- Title: [What is JMP software used for?](https://www.g2.com/discussions/what-is-jmp-software-used-for) — 1 comment
  > **Top comment:** "Statistical analyses, from very basic stats to very advanced ones."
- Title: [Is there a free/trial version of JMP that i can utilize during my facilitation in a training?](https://www.g2.com/discussions/31183-is-there-a-free-trial-version-of-jmp-that-i-can-utilize-during-my-facilitation-in-a-training) — 1 comment, 1 upvote
  > **Top comment:** "JMP has a trial version - go to JMP.com and you'll see something about a trial in the upper-right.

They also have a free course called Statistical..."

### NVivo

- Title: [What is NVivo used for?](https://www.g2.com/discussions/what-is-nvivo-used-for) — 1 comment
  > **Top comment:** "NVivo is used for qualitative data analysis, helping researchers organize, analyze, and visualize unstructured data such as interviews, surveys, focus..."
- Title: [What is NVivo software used for?](https://www.g2.com/discussions/what-is-nvivo-software-used-for) — 1 comment
  > **Top comment:** "Qualitative interviews coding"

### Posit

- 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..."

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