# Anaconda Core, Posit, Minitab Statistical Software vs KNIME Comparison

| | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.5 out of 5 | 4.6 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 241 | 570 | 225 | 83 | 
| **Largest Market Segment** | Small-Business (44.4% of reviews) | Enterprise (48.5% of reviews) | Enterprise (47.6% of reviews) | Enterprise (43.2% of reviews) | 
| **Entry Level Price** | Free 1 User With One-Time Purchase | No pricing available | No pricing available | Free | 

---
## Top Pros & Cons

### Anaconda Core

Pros:
- Ease of Use (74 reviews)
- Setup Ease (39 reviews)

Cons:
- Data Management Issues (11 reviews)
- Slow Performance (11 reviews)

### Posit

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

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

### Minitab Statistical Software

Pros:
- Ease of Use (63 reviews)
- Data Analysis (54 reviews)

Cons:
- Expensive (23 reviews)
- Learning Curve (22 reviews)

### KNIME

Pros:
- Ease of Use (7 reviews)
- Coding Ease (4 reviews)

Cons:
- Learning Difficulty (3 reviews)
- Memory Usage (3 reviews)

---
## Ratings Comparison
| Rating | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
  | **Meets Requirements** | 9.0 (148 reviews) | 9.1 (501 reviews) | 9.0 (194 reviews) | 8.6 (73 reviews) | 
  | **Ease of Use** | 8.7 (156 reviews) | 8.4 (501 reviews) | 8.7 (199 reviews) | 8.3 (73 reviews) | 
  | **Ease of Setup** | 8.4 (83 reviews) | 8.8 (111 reviews) | 8.7 (107 reviews) | 8.0 (30 reviews) | 
  | **Ease of Admin** | 8.7 (23 reviews) | 8.3 (92 reviews) | 8.4 (45 reviews) | 7.9 (16 reviews) | 
  | **Quality of Support** | 8.4 (129 reviews) | 8.1 (407 reviews) | 8.8 (165 reviews) | 8.2 (65 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.1 (21 reviews) | 8.6 (83 reviews) | 8.6 (48 reviews) | 8.1 (14 reviews) | 
  | **Product Direction (% positive)** | 9.2 (139 reviews) | 8.5 (493 reviews) | 8.7 (192 reviews) | 8.5 (71 reviews) | 

---
## Pricing

### Anaconda Core

#### Entry-Level Pricing

Plan: Free

Price: Free 1 User With One-Time Purchase

Key Features:
- Basic workspace for the student or practitioner
- 5GB for shareable, cloud-hosted notebooks
- Thousands of curated packages

[Browse all 4 editions](https://www.g2.com/products/anaconda-core/pricing)

#### Free Trial

Yes

### Posit

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Minitab Statistical Software

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### KNIME

#### Entry-Level Pricing

Plan: KNIME Analytics Platform

Price: Free

Description: Build and run workflows locally on your desktop

Key Features:
- Connect to 300+ data sources and services
- Process & analyze data of any size or type — numerical, categorical, text, images, time-series, or even molecule or network data
- Perform analytics of any complexity — from simple analytics to statistical analysis to leveraging machine learning and GenAI

[Browse all 4 editions](https://www.g2.com/products/knime-analytics-platform/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Posit** | 9.0/10 | 95 |
| **Minitab Statistical Software** | 8.1/10 | 158 |
| **KNIME** | 8.5/10 | 29 |

#### Administration

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Quality Control** | Not enough data | 8.7 (77 reviews) | 8.2 (142 reviews) | 8.3 (24 reviews) | 
| **Data Sampling** | Not enough data | 9.2 (82 reviews) | 8.4 (145 reviews) | 8.7 (26 reviews) | 
| **Collaboration** | Not enough data | 8.3 (79 reviews) | 8.1 (136 reviews) | 8.6 (25 reviews) | 

#### Capabilities

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | 9.0 (89 reviews) | 8.7 (149 reviews) | 8.6 (26 reviews) | 
| **Survival Analysis** | Not enough data | 8.9 (67 reviews) | 8.3 (135 reviews) | 8.4 (23 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.9 (55 reviews) | 8.1 (130 reviews) | 8.6 (23 reviews) | 
| **Cost Analysis** | Not enough data | 8.8 (59 reviews) | 7.6 (129 reviews) | 7.9 (21 reviews) | 

#### Methodology

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **ANOVA Support** | Not enough data | 9.1 (77 reviews) | 8.9 (140 reviews) | 8.3 (21 reviews) | 
| **Regression** | Not enough data | 9.5 (86 reviews) | 8.9 (140 reviews) | 8.7 (25 reviews) | 
| **Time Series Analysis** | Not enough data | 9.3 (82 reviews) | 8.8 (132 reviews) | 8.5 (24 reviews) | 

#### Generative AI

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.4 (34 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 6.3 (34 reviews) | Not enough data | 

### Spreadsheets

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Minitab Statistical Software** | 8.6/10 | 38 |
| **KNIME** | N/A | N/A |

#### Calculating

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Functions** | Not enough data | Not enough data | 8.7 (36 reviews) | Not enough data | 
| **Auto Recalculation** | Not enough data | Not enough data | 8.9 (32 reviews) | Not enough data | 

#### Insights

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Charts and Graphs** | Not enough data | Not enough data | 9.1 (36 reviews) | Not enough data | 
| **Tables** | Not enough data | Not enough data | 9.2 (36 reviews) | Not enough data | 

#### Editing

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Templates** | Not enough data | Not enough data | 8.4 (33 reviews) | Not enough data | 
| **Collaborative Editing** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **Filtering** | Not enough data | Not enough data | 8.5 (33 reviews) | Not enough data | 

#### Functionality

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Addons** | Not enough data | Not enough data | 8.3 (30 reviews) | Not enough data | 
| **Multi Device Functionality** | Not enough data | Not enough data | 8.0 (32 reviews) | Not enough data | 
| **Importing and Exporting** | Not enough data | Not enough data | 8.5 (35 reviews) | Not enough data | 
| **Autosave** | Not enough data | Not enough data | 8.7 (33 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | 8.1/10 | 131 |
| **Posit** | 8.6/10 | 32 |
| **Minitab Statistical Software** | N/A | N/A |
| **KNIME** | 8.2/10 | 27 |

#### System

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (109 reviews) | 9.1 (25 reviews) | Not enough data | 9.0 (18 reviews) | 

#### Model Development

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Language Support** | 8.5 (110 reviews) | 8.8 (20 reviews) | Not enough data | 8.4 (16 reviews) | 
| **Drag and Drop** | 7.8 (103 reviews) | 7.8 (21 reviews) | Not enough data | 9.2 (18 reviews) | 
| **Pre-Built Algorithms** | 8.2 (110 reviews) | 8.3 (22 reviews) | Not enough data | 8.2 (15 reviews) | 
| **Model Training** | 8.5 (114 reviews) | 9.0 (21 reviews) | Not enough data | 8.2 (14 reviews) | 

#### Model Development

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Feature Engineering** | 8.3 (102 reviews) | 9.0 (21 reviews) | Not enough data | 8.2 (16 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Computer Vision** | 8.3 (106 reviews) | 8.6 (15 reviews) | Not enough data | 7.5 (10 reviews) | 
| **Natural Language Processing** | 8.6 (108 reviews) | 8.5 (14 reviews) | Not enough data | 8.3 (13 reviews) | 
| **Natural Language Generation** | 8.4 (106 reviews) | 8.7 (13 reviews) | Not enough data | 7.9 (11 reviews) | 
| **Artificial Neural Networks** | 8.4 (104 reviews) | 7.6 (17 reviews) | Not enough data | 7.4 (11 reviews) | 

#### Machine/Deep Learning Services

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Natural Language Understanding** | 8.5 (100 reviews) | 8.6 (17 reviews) | Not enough data | 8.0 (14 reviews) | 
| **Deep Learning** | 8.4 (97 reviews) | 9.1 (18 reviews) | Not enough data | 7.8 (13 reviews) | 

#### Deployment

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Managed Service** | 8.2 (108 reviews) | 8.5 (20 reviews) | Not enough data | 8.2 (14 reviews) | 
| **Application** | 8.5 (112 reviews) | 8.9 (19 reviews) | Not enough data | 8.7 (15 reviews) | 
| **Scalability** | 8.3 (111 reviews) | 8.8 (20 reviews) | Not enough data | 8.4 (18 reviews) | 

#### Generative AI

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | 8.2 (56 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | 7.7 (53 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI Text-to-Image** | 6.9 (53 reviews) | Not enough data | Not enough data | Not enough data | 

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

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.3 (41 reviews) | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Multi-step Planning** | 7.4 (41 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 7.9 (41 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.7 (40 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.9 (39 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (42 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 7.5 (41 reviews) | Not enough data | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Minitab Statistical Software** | 9.7/10 | 5 |
| **KNIME** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Integration** | Not enough data | Not enough data | 9.7 (5 reviews) | Not enough data | 

#### Learning - Machine Learning

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Training Data** | Not enough data | Not enough data | 9.7 (5 reviews) | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | 9.7 (5 reviews) | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | 9.7 (5 reviews) | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Minitab Statistical Software** | 8.3/10 | 69 |
| **KNIME** | 8.0/10 | 45 |

#### Statistical Tool

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | 8.1 (61 reviews) | 8.0 (37 reviews) | 
| **Data Mining** | Not enough data | Not enough data | 8.1 (63 reviews) | 8.2 (42 reviews) | 
| **Algorithms** | Not enough data | Not enough data | 8.3 (62 reviews) | 8.2 (40 reviews) | 

#### Data Analysis

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | 8.8 (66 reviews) | 8.4 (34 reviews) | 
| **Data Interaction** | Not enough data | Not enough data | 8.8 (64 reviews) | 8.4 (43 reviews) | 

#### Decision Making

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | 8.8 (64 reviews) | 8.3 (31 reviews) | 
| **Data Visualizations** | Not enough data | Not enough data | 8.8 (66 reviews) | 8.0 (41 reviews) | 
| **Report Generation** | Not enough data | Not enough data | 8.7 (65 reviews) | 7.9 (39 reviews) | 
| **Data Unification** | Not enough data | Not enough data | 8.3 (62 reviews) | 8.4 (40 reviews) | 

#### Generative AI

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.3 (16 reviews) | 7.2 (6 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 7.4 (16 reviews) | 7.2 (6 reviews) | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Posit** | 8.5/10 | 11 |
| **Minitab Statistical Software** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Database

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | 9.0 (8 reviews) | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | 9.0 (7 reviews) | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | 8.6 (7 reviews) | Not enough data | Not enough data | 

#### Integrations

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | 8.3 (6 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Machine Scaling** | Not enough data | 7.9 (8 reviews) | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | 8.7 (10 reviews) | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | 8.3 (6 reviews) | Not enough data | Not enough data | 

#### Processing

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Cloud Processing** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | 8.1 (8 reviews) | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Anaconda Core** | N/A | N/A |
| **Posit** | N/A | N/A |
| **Minitab Statistical Software** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Building Reports

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Anaconda Core (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**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)

**Unique to Minitab Statistical Software (5):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Spreadsheets Software](https://www.g2.com/categories/spreadsheets), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence)

**Unique to KNIME (4):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Anaconda Core | Posit | Minitab Statistical Software | KNIME | 
|---|---|---|---|---|
| **Small-Business** | 44.4% | 24.9% | 19.8% | 24.7% | 
| **Mid-Market** | 24.3% | 26.7% | 32.5% | 32.1% | 
| **Enterprise** | 31.2% | 48.5% | 47.6% | 43.2% | 

### By Industry

#### Anaconda Core

- **Information Technology and Services:** 23.4%
- **Computer Software:** 20.7%
- **Higher Education:** 7.4%
- **Education Management:** 6.4%
- **Research:** 4.3%
- **Computer & Network Security:** 3.2%
- **Financial Services:** 3.2%
- **Automotive:** 1.6%
- **Banking:** 1.6%
- **Telecommunications:** 1.6%
- **Other:** 26.6%

#### 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%

#### Minitab Statistical Software

- **Automotive:** 10.9%
- **Manufacturing:** 10.4%
- **Medical Devices:** 7.6%
- **Research:** 5.2%
- **Information Technology and Services:** 5.2%
- **Education Management:** 4.7%
- **Mechanical or Industrial Engineering:** 3.8%
- **Chemicals:** 3.3%
- **Electrical/Electronic Manufacturing:** 3.3%
- **Pharmaceuticals:** 3.3%
- **Other:** 42.2%

#### KNIME

- **Information Technology and Services:** 27.8%
- **Higher Education:** 10.1%
- **Research:** 5.1%
- **Financial Services:** 5.1%
- **Accounting:** 3.8%
- **Banking:** 3.8%
- **E-Learning:** 3.8%
- **Internet:** 2.5%
- **Insurance:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Other:** 32.9%

---
## Alternatives

### Alternatives to Anaconda Core

- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.2/5 stars (55 reviews)
- [TensorFlow](https://www.g2.com/products/tensorflow/reviews) — 4.5/5 stars (138 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (771 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews)
- [Deepnote](https://www.g2.com/products/deepnote/reviews) — 4.5/5 stars (382 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (813 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (795 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (393 reviews)

### Alternatives to Posit

- [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 (928 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (813 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 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 (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)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (795 reviews)

### Alternatives to Minitab Statistical Software

- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3657 reviews)
- [Google Workspace](https://www.g2.com/products/google-workspace/reviews) — 4.6/5 stars (48033 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (910 reviews)
- [Microsoft Excel](https://www.g2.com/products/microsoft-excel/reviews) — 4.7/5 stars (3150 reviews)

### Alternatives to KNIME

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (813 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (201 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 reviews)
- [IBM SPSS Modeler](https://www.g2.com/products/ibm-spss-modeler/reviews) — 4.0/5 stars (148 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3657 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)

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## Top Discussions

### Anaconda Core

- Title: [Is Anaconda free for companies?](https://www.g2.com/discussions/anaconda-is-anaconda-free-for-companies) — 2 comments, 1 upvote
  > **Top comment:** "Don't know, but it is free for students. if you are student, then u can install and use it for free of cost."
- Title: [Is Anaconda free for companies?](https://www.g2.com/discussions/is-anaconda-free-for-companies) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [Is Anaconda good for machine learning?](https://www.g2.com/discussions/anaconda-is-anaconda-good-for-machine-learning) — 1 comment, 1 upvote
  > **Top comment:** "Yes, it is good. I am using it from last 2 years."
- Title: [Is Anaconda good for machine learning?](https://www.g2.com/discussions/is-anaconda-good-for-machine-learning) — 1 comment
  > **Top comment:** "Yes, it allows me to control and change the version of machine learning libraries like tensorflow and also create different environment based on my needs  ...."
- Title: [What is Anaconda software used for?](https://www.g2.com/discussions/what-is-anaconda-software-used-for) — 1 comment
  > **Top comment:** "It provides python IDE. Mostly useful for machine learning and deep learning projects."

### 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..."

### Minitab Statistical Software

- Title: [Is Minitab free for students?](https://www.g2.com/discussions/minitab-statistical-software-is-minitab-free-for-students) — 2 comments
  > **Top comment:** "They provide one month Free trail for students."
- Title: [What is Minitab Statistical Software used for?](https://www.g2.com/discussions/what-is-minitab-statistical-software-used-for) — 1 comment
  > **Top comment:** "It is a statistical software package for data analysis, visualization, and process improvement, used across industries like business, healthcare, and..."
- Title: [What is Minitab software used for?](https://www.g2.com/discussions/minitab-statistical-software-what-is-minitab-software-used-for) — 1 comment
  > **Top comment:** "I use Minitab for our Process and Product Continiuos Improvements."

### KNIME

- Title: [Is Knime easy to use?](https://www.g2.com/discussions/is-knime-easy-to-use) — 1 comment
  > **Top comment:** "Not as easy as Alteryx but a lot of its components are customizable and it vastly extends the use cases that could be built with it. This trumps the easy to..."

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/anaconda-core-vs-posit-posit-vs-minitab-statistical-software-vs-knime-analytics-platform)