# Alteryx vs KNIME Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Alteryx excels in providing a user-friendly experience, particularly with its low-code/no-code environment, which allows users to build complex analytical workflows without extensive programming knowledge. This feature has been highlighted as a significant time-saver and efficiency booster.
- **Users say** that KNIME is appreciated for its ease of use and quick setup, making it a great choice for those who need to handle big data efficiently. Reviewers have noted that the initial setup process is straightforward, allowing them to start working on their projects without delay.
- **According to verified reviews** , Alteryx stands out for its robust support and community resources, with users praising the quality of assistance available. Many have mentioned the ability to share workflows and collaborate effectively, enhancing their overall experience.
- **Reviewers mention** that while KNIME offers valuable automation and collaboration features, it sometimes lacks the depth of advanced analytics capabilities found in Alteryx. Users have noted that Alteryx's tools for data ingestion and wrangling are particularly strong, helping them uncover insights more effectively.
- **G2 reviewers highlight** that Alteryx's higher G2 Score reflects its overall satisfaction among users, with many citing the accuracy of verified data and the ability to generate insights quickly as key benefits. This has made it a preferred choice for enterprise-level users.
- **Users appreciate** that KNIME provides a free entry-level option, making it accessible for smaller teams or those just starting in data science. However, some users feel that this may come at the cost of advanced features that Alteryx offers, which are crucial for larger organizations looking for comprehensive solutions.



| | Alteryx | KNIME | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 815 | 83 | 
| **Largest Market Segment** | Enterprise (64.8% of reviews) | Enterprise (43.2% of reviews) | 
| **Entry Level Price** | $3,000.00 1 User Per Year | Free | 

---
## Top Pros & Cons

### Alteryx

Pros:
- Ease of Use (333 reviews)
- Automation (148 reviews)

Cons:
- Expensive (88 reviews)
- Learning Curve (80 reviews)

### KNIME

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

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

---
## Ratings Comparison
| Rating | Alteryx | KNIME | 
|---|---|---|
  | **Meets Requirements** | 8.8 (340 reviews) | 8.6 (73 reviews) | 
  | **Ease of Use** | 8.7 (601 reviews) | 8.3 (73 reviews) | 
  | **Ease of Setup** | 8.4 (391 reviews) | 8.0 (30 reviews) | 
  | **Ease of Admin** | 8.3 (85 reviews) | 7.9 (16 reviews) | 
  | **Quality of Support** | 8.5 (319 reviews) | 8.2 (65 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (89 reviews) | 8.1 (14 reviews) | 
  | **Product Direction (% positive)** | 9.2 (325 reviews) | 8.5 (71 reviews) | 

---
## Pricing

### Alteryx

#### Entry-Level Pricing

Plan: Starter Edition

Price: $3,000.00 1 User Per Year

Description: For Small Teams That Need to Perform Basic Business Analytics

Prepare and analyze data with code-free software on flat files.

Key Features:
- Essential drag-and-drop data preparation (Blend, Transform, Join, Aggregate, etc.)
- Create code-free data analytics workflows
- Share data analytics workflows

[Browse all 3 editions](https://www.g2.com/products/alteryx/pricing)

#### 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

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 361 |
| **KNIME** | N/A | N/A |

#### Reports

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.5 (165 reviews) | Not enough data | 
| **Graphs and Charts** | 7.0 (188 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 7.8 (119 reviews) | Not enough data | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Calculated Fields** | 8.9 (204 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 9.1 (202 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 9.0 (197 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.6 (198 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | Not enough data | 

#### Advanced Analytics

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Predictive Analytics** | 8.2 (170 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 7.3 (184 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.4 (190 reviews) ✓ Verified | Not enough data | 

#### Building Reports

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Transformation** | 9.2 (182 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Alteryx | KNIME | 
|---|---|---|
| **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 | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 386 |
| **KNIME** | N/A | N/A |

#### Reports

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Reports Interface** | 7.9 (230 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.5 (165 reviews) | Not enough data | 
| **Graphs and Charts** | 7.0 (188 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 7.8 (119 reviews) | Not enough data | 
| **Dashboards** | 7.1 (161 reviews) ✓ Verified | Not enough data | 

#### Data Preparation

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Connectors** | 8.7 (127 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | 8.6 (103 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Querying** | 9.0 (118 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | 9.1 (117 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 9.3 (132 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Alteryx | KNIME | 
|---|---|---|
| **AI Text Generation** | 7.5 (36 reviews) | Not enough data | 
| **AI Text Summarization** | 7.9 (37 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Autonomous Task Execution** | 8.3 (15 reviews) | Not enough data | 
| **Multi-step Planning** | 8.2 (12 reviews) | Not enough data | 
| **Cross-system Integration** | 7.7 (18 reviews) | Not enough data | 
| **Adaptive Learning** | 8.1 (12 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.1 (12 reviews) | Not enough data | 
| **Proactive Assistance** | 7.7 (13 reviews) | Not enough data | 
| **Decision Making** | 7.6 (12 reviews) | Not enough data | 

#### Self Service 

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Calculated Fields** | 8.9 (204 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 9.1 (202 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 9.0 (197 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.6 (198 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Alteryx | KNIME | 
|---|---|---|
| **No-code Dashboard Builder** | 9.1 (31 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 9.1 (30 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.3 (11 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.3 (29 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Predictive Analytics** | 8.2 (170 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 7.3 (184 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.4 (190 reviews) ✓ Verified | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Large data handling and Query Speed** | 7.6 (48 reviews) | Not enough data | 
| **Concurrent User Support** | 8.5 (11 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Modeling and Governance** | 8.2 (11 reviews) | Not enough data | 
| **Notebook and Script Integration** | 7.7 (14 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 8.1 (13 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 8.3 (11 reviews) | Not enough data | 
| **Natural Language Queries** | 7.6 (12 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 8.5 (11 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.8 (10 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.3 (10 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 8.5 (10 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 8.2 (12 reviews) | Not enough data | 

#### Building Reports

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Transformation** | 9.2 (182 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | Not enough data | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 35 |
| **KNIME** | N/A | N/A |

#### Cartography

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Map Design** | 8.1 (26 reviews) | Not enough data | 
| **Vector Mapping ** | 7.9 (22 reviews) | Not enough data | 
| **Data Visualization** | 7.6 (26 reviews) | Not enough data | 
| **Overlaying** | 7.8 (24 reviews) | Not enough data | 

#### Analysis

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Predictive Analysis** | 8.8 (24 reviews) | Not enough data | 
| **Distance Analysis ** | 9.3 (25 reviews) | Not enough data | 
| **Spatial Analysis** | 9.3 (26 reviews) | Not enough data | 
| **Data Stream** | 9.2 (25 reviews) | Not enough data | 

#### Reporting

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Transformation** | 9.3 (26 reviews) | Not enough data | 
| **WYSIWYG Design** | 8.2 (19 reviews) | Not enough data | 
| **API Integrations** | 9.1 (23 reviews) | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 241 |
| **KNIME** | N/A | N/A |

#### Data Source Access

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Breadth of Data Sources** | 8.9 (164 reviews) | Not enough data | 
| **Ease of Data Connectivity** | 8.7 (178 reviews) | Not enough data | 
| **API Connectivity** | 8.1 (133 reviews) | Not enough data | 

#### Data Interaction

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Profiling and Classification** | 8.5 (136 reviews) | Not enough data | 
| **Metadata Management** | 8.4 (133 reviews) | Not enough data | 
| **Data Modeling** | 8.7 (150 reviews) | Not enough data | 
| **Data Joining** | 9.1 (169 reviews) | Not enough data | 
| **Data Blending** | 9.3 (172 reviews) | Not enough data | 
| **Data Quality and Cleansing** | 9.2 (177 reviews) | Not enough data | 
| **Data Sharing** | 8.7 (153 reviews) | Not enough data | 
| **Data Governance** | 8.5 (137 reviews) | Not enough data | 

#### Data Exporting

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Breadth of Integrations** | 8.9 (158 reviews) | Not enough data | 
| **Ease of Integrations** | 8.8 (163 reviews) | Not enough data | 
| **Data Workflows** | 9.2 (194 reviews) | Not enough data | 

#### Generative AI

| Feature | Alteryx | KNIME | 
|---|---|---|
| **AI Text Generation** | 6.6 (29 reviews) | Not enough data | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **KNIME** | 8.5/10 | 29 |

#### Administration

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Quality Control** | Not enough data | 8.3 (24 reviews) | 
| **Data Sampling** | Not enough data | 8.7 (26 reviews) | 
| **Collaboration** | Not enough data | 8.6 (25 reviews) | 

#### Capabilities

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (26 reviews) | 
| **Survival Analysis** | Not enough data | 8.4 (23 reviews) | 
| **Risk Data Attributes** | Not enough data | 8.6 (23 reviews) | 
| **Cost Analysis** | Not enough data | 7.9 (21 reviews) | 

#### Methodology

| Feature | Alteryx | KNIME | 
|---|---|---|
| **ANOVA Support** | Not enough data | 8.3 (21 reviews) | 
| **Regression** | Not enough data | 8.7 (25 reviews) | 
| **Time Series Analysis** | Not enough data | 8.5 (24 reviews) | 

#### Generative AI

| Feature | Alteryx | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 9.8/10 | 25 |
| **KNIME** | N/A | N/A |

#### Management

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 

#### Functionality

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Extraction** | Not enough data | Not enough data | 
| **Transformation** | 10.0 (11 reviews) | Not enough data | 
| **Loading** | Not enough data | Not enough data | 
| **Automation** | 9.6 (13 reviews) | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 66 |
| **KNIME** | 8.2/10 | 27 |

#### System

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Ingestion & Wrangling** | 9.1 (52 reviews) | 9.0 (18 reviews) | 

#### Model Development

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Language Support** | 7.9 (42 reviews) | 8.4 (16 reviews) | 
| **Drag and Drop** | 8.9 (53 reviews) | 9.2 (18 reviews) | 
| **Pre-Built Algorithms** | 8.0 (47 reviews) | 8.2 (15 reviews) | 
| **Model Training** | 8.1 (45 reviews) | 8.2 (14 reviews) | 

#### Model Development

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Feature Engineering** | 8.4 (49 reviews) | 8.2 (16 reviews) | 

#### Machine/Deep Learning Services

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Computer Vision** | 7.9 (36 reviews) | 7.5 (10 reviews) | 
| **Natural Language Processing** | 7.9 (34 reviews) | 8.3 (13 reviews) | 
| **Natural Language Generation** | 8.0 (32 reviews) | 7.9 (11 reviews) | 
| **Artificial Neural Networks** | 7.9 (32 reviews) | 7.4 (11 reviews) | 

#### Machine/Deep Learning Services

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Natural Language Understanding** | 7.9 (34 reviews) | 8.0 (14 reviews) | 
| **Deep Learning** | 7.8 (31 reviews) | 7.8 (13 reviews) | 

#### Deployment

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Managed Service** | Feature Not Available | 8.2 (14 reviews) | 
| **Application** | 8.4 (43 reviews) | 8.7 (15 reviews) | 
| **Scalability** | 8.5 (45 reviews) | 8.4 (18 reviews) | 

#### Generative AI

| Feature | Alteryx | KNIME | 
|---|---|---|
| **AI Text Generation** | 6.8 (10 reviews) | Not enough data | 
| **AI Text Summarization** | 6.3 (9 reviews) | Not enough data | 
| **AI Text-to-Image** | 7.2 (10 reviews) | Not enough data | 

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

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.0 (5 reviews) | 
| **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 | 

### Natural Language Generation (NLG)

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Data Ingestion

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Big Data Processing** | Not enough data | Not enough data | 
| **Unstructed Data Processing** | Not enough data | Not enough data | 
| **Processing of Various File Types** | Not enough data | Not enough data | 

#### Presentation

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Report Creation** | Not enough data | Not enough data | 
| **Charts and Graphs** | Not enough data | Not enough data | 
| **Tailored Content** | Not enough data | Not enough data | 

#### System

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Programming Language Support** | Not enough data | Not enough data | 
| **Drag and Drop** | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | Not enough data | 
| **Customizable Models** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Alteryx | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Integration** | Not enough data | Not enough data | 

#### Learning - Machine Learning

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Training Data** | Not enough data | Not enough data | 
| **Actionable Insights** | Not enough data | Not enough data | 
| **Algorithm** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **KNIME** | N/A | N/A |

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

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

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

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 87 |
| **KNIME** | 8.0/10 | 45 |

#### Statistical Tool

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Scripting** | 8.5 (60 reviews) | 8.0 (37 reviews) | 
| **Data Mining** | 8.6 (60 reviews) | 8.2 (42 reviews) | 
| **Algorithms** | 8.3 (60 reviews) | 8.2 (40 reviews) | 

#### Data Analysis

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Analysis** | 9.1 (67 reviews) | 8.4 (34 reviews) | 
| **Data Interaction** | 9.1 (65 reviews) | 8.4 (43 reviews) | 

#### Decision Making

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Modeling** | 8.6 (63 reviews) | 8.3 (31 reviews) | 
| **Data Visualizations** | 7.4 (66 reviews) | 8.0 (41 reviews) | 
| **Report Generation** | 8.3 (69 reviews) | 7.9 (39 reviews) | 
| **Data Unification** | 9.1 (64 reviews) | 8.4 (40 reviews) | 

#### Generative AI

| Feature | Alteryx | KNIME | 
|---|---|---|
| **AI Text Generation** | 7.0 (14 reviews) | 7.2 (6 reviews) | 
| **AI Text Summarization** | 7.2 (15 reviews) | 7.2 (6 reviews) | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.5/10 | 105 |
| **KNIME** | N/A | N/A |

#### Data Transformation

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Real-Time Analytics** | 8.4 (67 reviews) ✓ Verified | Not enough data | 
| **Data Querying** | 8.8 (76 reviews) ✓ Verified | Not enough data | 

#### Connectivity

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Hadoop Integration** | 8.4 (49 reviews) ✓ Verified | Not enough data | 
| **Spark Integration** | 8.3 (45 reviews) ✓ Verified | Not enough data | 
| **Multi-Source Analysis** | 9.0 (71 reviews) ✓ Verified | Not enough data | 
| **Data Lake** | Feature Not Available | Not enough data | 

#### Operations

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Visualization** | 7.7 (74 reviews) ✓ Verified | Not enough data | 
| **Data Workflow** | 9.2 (86 reviews) ✓ Verified | Not enough data | 
| **Governed Discovery** | 8.4 (60 reviews) ✓ Verified | Not enough data | 
| **Embedded Analytics** | 8.7 (62 reviews) ✓ Verified | Not enough data | 
| **Notebooks** | 8.1 (56 reviews) ✓ Verified | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 211 |
| **KNIME** | N/A | N/A |

#### Building Reports

| Feature | Alteryx | KNIME | 
|---|---|---|
| **Data Transformation** | 9.2 (182 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (140 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.5 (109 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.8 (116 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Alteryx | KNIME | 
|---|---|---|
| **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 (3):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)

**Unique to Alteryx (10):** [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [ETL Tools](https://www.g2.com/categories/etl-tools), [Natural Language Generation (NLG) Software](https://www.g2.com/categories/natural-language-generation-nlg), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics)

**Unique to KNIME (1):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis)


---
## Reviewer Demographics

### By Company Size

| Segment | Alteryx | KNIME | 
|---|---|---|
| **Small-Business** | 14.5% | 24.7% | 
| **Mid-Market** | 20.7% | 32.1% | 
| **Enterprise** | 64.8% | 43.2% | 

### By Industry

#### Alteryx

- **Financial Services:** 12.4%
- **Accounting:** 10.5%
- **Information Technology and Services:** 6.8%
- **Banking:** 5.8%
- **Insurance:** 4.6%
- **Hospital & Health Care:** 3.5%
- **Computer Software:** 3.4%
- **Marketing and Advertising:** 3.3%
- **Management Consulting:** 3.3%
- **Retail:** 2.9%
- **Other:** 43.7%

#### 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 Alteryx

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3658 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (201 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (800 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (755 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (603 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

### Alternatives to KNIME

- [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)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (570 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (929 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 (3658 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)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)

---
## Top Discussions

### Alteryx

- Title: [What's the one thing that Alteryx brings to the play which other platforms lack?](https://www.g2.com/discussions/26984-what-s-the-one-thing-that-alteryx-brings-to-the-play-which-other-platforms-lack) — 3 comments
  > **Top comment:** "A very vibrant and helpful community."
- Title: [Is there a free trial of Alteryx One to test its core capabilities before committing?](https://www.g2.com/discussions/is-there-a-free-trial-of-alteryx-one-to-test-its-core-capabilities-before-committing) — 1 comment, 1 upvote
  > **Top comment:** "<p>What’s the best way to validate Alteryx’s value during an evaluation period before rollout?</p>"
- Title: [Does Alteryx One meet major enterprise security, governance, and data-privacy standards such as GDPR, SOC 2, or HIPAA, depending on deployment?](https://www.g2.com/discussions/does-alteryx-one-meet-major-enterprise-security-governance-and-data-privacy-standards-such-as-gdpr-soc-2-or-hipaa-depending-on-deployment) — 1 comment, 1 upvote
  > **Top comment:** "<p>How much control do admins have over user access, data permissions, and governance in Alteryx One?</p>"
- Title: [How regularly does Alteryx deliver new features and platform updates that support enterprise-scale analytics?](https://www.g2.com/discussions/how-regularly-does-alteryx-deliver-new-features-and-platform-updates-that-support-enterprise-scale-analytics) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."
- Title: [How well does Alteryx support global teams that need collaborative workflows, shared assets, and consistent access across regions?](https://www.g2.com/discussions/how-well-does-alteryx-support-global-teams-that-need-collaborative-workflows-shared-assets-and-consistent-access-across-regions) — 1 comment, 1 upvote
  > **Top comment:** "Comment deleted by user."

### 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..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/alteryx-vs-knime-analytics-platform)