# Alteryx vs Datameer Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Alteryx excels in overall user satisfaction, receiving a significantly higher score compared to Datameer. Users appreciate its comprehensive features, such as the **ETL tool** and advanced data visualization capabilities, which make data manipulation and analysis more intuitive.
- **Users say** that Alteryx's implementation process is notably smooth, with many highlighting the **drag-and-drop interface** that simplifies data handling. In contrast, some Datameer users have mentioned challenges with setup, although they do appreciate its speed and flexibility.
- **Reviewers mention** that Alteryx provides robust support, with a quality rating that reflects its effectiveness in assisting users. This is particularly beneficial for those seeking guidance through complex data workflows, while Datameer users have noted that support could be improved.
- **According to verified reviews** , Alteryx is praised for its ability to handle large datasets efficiently, allowing users to load and work with substantial files without hassle. Datameer also handles large data well but shines in its **no-code options** for users who prefer a simpler approach.
- **Users highlight** that Alteryx's data blending and cleansing capabilities are top-notch, with many finding these features essential for maintaining data quality. Datameer, while effective, has received slightly lower marks in these areas, indicating room for improvement.
- **Reviewers appreciate** Datameer's seamless integration with platforms like Snowflake, which allows for efficient data transformation without incurring extra costs. However, Alteryx's broader range of integrations and data source compatibility is often seen as a stronger advantage for enterprise users.



| | Alteryx | Datameer | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 725 | 24 | 
| **Largest Market Segment** | Enterprise (63.2% of reviews) | Enterprise (62.5% of reviews) | 
| **Entry Level Price** | $3,000.00 1 User Per Year | Contact Us | 

---
## Top Pros & Cons

### Alteryx

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

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

### Datameer

**Not enough data**

---
## Ratings Comparison
| Rating | Alteryx | Datameer | 
|---|---|---|
  | **Meets Requirements** | 8.8 (335 reviews) | 8.1 (18 reviews) | 
  | **Ease of Use** | 8.7 (479 reviews) | 8.5 (19 reviews) | 
  | **Ease of Setup** | 8.6 (275 reviews) | 7.1 (8 reviews) | 
  | **Ease of Admin** | 8.3 (85 reviews) | 7.7 (8 reviews) | 
  | **Quality of Support** | 8.5 (314 reviews) | 7.7 (17 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (89 reviews) | 8.5 (9 reviews) | 
  | **Product Direction (% positive)** | 9.2 (322 reviews) | 8.1 (18 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

### Datameer

#### Entry-Level Pricing

Plan: Datameer Team

Price: Contact Us

Description: A collaborative environment for your analytics team.

Key Features:
- Aggregate Transformations
- Auto Documentation
- Automated Email Notifications

[Learn more about Datameer](https://www.g2.com/products/datameer/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 266 |
| **Datameer** | N/A | N/A |

#### Reports

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Reports Interface** | 7.6 (191 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.3 (140 reviews) | Not enough data | 
| **Graphs and Charts** | 6.9 (186 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 7.8 (117 reviews) | Not enough data | 
| **Dashboards** | 7.1 (160 reviews) ✓ Verified | Not enough data | 

#### Self Service 

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Calculated Fields** | 8.9 (199 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 9.1 (201 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 9.0 (193 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.5 (189 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | Not enough data | 

#### Advanced Analytics

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Predictive Analytics** | 8.2 (169 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 7.3 (182 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.3 (170 reviews) ✓ Verified | Not enough data | 

#### Building Reports

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Transformation** | 9.1 (154 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (139 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.4 (104 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.9 (111 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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** | 8.2/10 | 268 |
| **Datameer** | N/A | N/A |

#### Reports

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Reports Interface** | 7.6 (191 reviews) ✓ Verified | Not enough data | 
| **Steps to Answer** | 8.3 (140 reviews) | Not enough data | 
| **Graphs and Charts** | 6.9 (186 reviews) ✓ Verified | Not enough data | 
| **Score Cards** | 7.8 (117 reviews) | Not enough data | 
| **Dashboards** | 7.1 (160 reviews) ✓ Verified | Not enough data | 

#### Data Preparation

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Connectors** | 8.8 (116 reviews) ✓ Verified | Not enough data | 
| **Data Governance** | 8.6 (102 reviews) ✓ Verified | Not enough data | 

#### Data Modeling and Blending

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Querying** | 8.9 (117 reviews) ✓ Verified | Not enough data | 
| **Data Filtering** | 9.1 (117 reviews) ✓ Verified | Not enough data | 
| **Data Blending** | 9.2 (116 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Alteryx | Datameer | 
|---|---|---|
| **AI Text Generation** | 7.6 (34 reviews) | Not enough data | 
| **AI Text Summarization** | 8.0 (35 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Autonomous Task Execution** | 7.9 (12 reviews) | Not enough data | 
| **Multi-step Planning** | 8.2 (12 reviews) | Not enough data | 
| **Cross-system Integration** | 7.7 (13 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** | 7.5 (12 reviews) | Not enough data | 
| **Decision Making** | 7.6 (12 reviews) | Not enough data | 

#### Self Service 

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Calculated Fields** | 8.9 (199 reviews) ✓ Verified | Not enough data | 
| **Data Column Filtering** | 9.1 (201 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 9.0 (193 reviews) ✓ Verified | Not enough data | 
| **Search** | 8.3 (186 reviews) ✓ Verified | Not enough data | 
| **Collaboration / Workflow** | 8.5 (189 reviews) ✓ Verified | Not enough data | 
| **Automodeling** | 8.0 (151 reviews) ✓ Verified | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Alteryx | Datameer | 
|---|---|---|
| **No-code Dashboard Builder** | 8.3 (14 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 8.3 (13 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 8.3 (11 reviews) | Not enough data | 
| **Data Source Connectivity** | 8.3 (15 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Predictive Analytics** | 8.2 (169 reviews) ✓ Verified | Not enough data | 
| **Data Visualization** | 7.3 (182 reviews) ✓ Verified | Not enough data | 
| **Big Data Services** | 8.3 (170 reviews) ✓ Verified | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Large data handling and Query Speed** | 7.5 (20 reviews) | Not enough data | 
| **Concurrent User Support** | 8.5 (11 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Modeling and Governance** | 8.2 (11 reviews) | Not enough data | 
| **Notebook and Script Integration** | 8.2 (12 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 8.3 (12 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 8.7 (10 reviews) | Not enough data | 
| **Natural Language Queries** | 8.2 (10 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 8.3 (10 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 7.8 (10 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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** | 8.8 (10 reviews) | Not enough data | 

#### Building Reports

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Transformation** | 9.1 (154 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (139 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.4 (104 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.9 (111 reviews) ✓ Verified | Not enough data | 

### Location Intelligence

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

#### Cartography

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 | Datameer | 
|---|---|---|
| **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 | Datameer | 
|---|---|---|
| **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 | 

### Machine Learning Data Catalog

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

#### Data Governance

| Feature | Alteryx | Datameer | 
|---|---|---|
| **User Access Management** | Not enough data | Not enough data | 
| **Dynamic Data Masking** | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Search** | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 

#### Collaboration

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Commenting** | Not enough data | Not enough data | 
| **Profiling and Classification** | Not enough data | Not enough data | 
| **Business and Data Glossary** | Not enough data | Not enough data | 
| **Metadata Management ** | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Machine Learning Recommendations** | Not enough data | Not enough data | 
| **Natural Language Query** | Not enough data | Not enough data | 
| **Automatic Data Cleansing** | Not enough data | Not enough data | 

#### Generative AI

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

#### Agentic AI - Machine Learning Data Catalog

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.6/10 | 194 |
| **Datameer** | 8.4/10 | 11 |

#### Data Source Access

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Breadth of Data Sources** | 8.9 (153 reviews) | 8.1 (9 reviews) | 
| **Ease of Data Connectivity** | 8.8 (167 reviews) | 9.2 (10 reviews) | 
| **API Connectivity** | 8.1 (133 reviews) | 7.6 (7 reviews) | 

#### Data Interaction

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Profiling and Classification** | 8.5 (136 reviews) | 8.3 (8 reviews) | 
| **Metadata Management** | 8.4 (133 reviews) | 8.0 (10 reviews) | 
| **Data Modeling** | 8.7 (148 reviews) | 8.7 (10 reviews) | 
| **Data Joining** | 9.1 (169 reviews) | 9.0 (10 reviews) | 
| **Data Blending** | 9.2 (164 reviews) | 8.8 (10 reviews) | 
| **Data Quality and Cleansing** | 9.2 (168 reviews) | 8.9 (9 reviews) | 
| **Data Sharing** | 8.7 (152 reviews) | 8.7 (10 reviews) | 
| **Data Governance** | 8.5 (137 reviews) | 7.6 (9 reviews) | 

#### Data Exporting

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Breadth of Integrations** | 8.9 (153 reviews) | 7.8 (9 reviews) | 
| **Ease of Integrations** | 8.8 (156 reviews) | 9.0 (8 reviews) | 
| **Data Workflows** | 9.2 (168 reviews) | 7.7 (8 reviews) | 

#### Generative AI

| Feature | Alteryx | Datameer | 
|---|---|---|
| **AI Text Generation** | 6.6 (28 reviews) | Not enough data | 

### ETL Tools

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

#### Management

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

#### Functionality

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Extraction** | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 7.9/10 | 62 |
| **Datameer** | N/A | N/A |

#### System

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Ingestion & Wrangling** | 9.1 (51 reviews) | Not enough data | 

#### Model Development

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Language Support** | 7.9 (41 reviews) | Not enough data | 
| **Drag and Drop** | 8.8 (49 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 8.0 (47 reviews) | Not enough data | 
| **Model Training** | 8.1 (45 reviews) | Not enough data | 

#### Model Development

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Feature Engineering** | 8.4 (49 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Computer Vision** | 7.9 (36 reviews) | Not enough data | 
| **Natural Language Processing** | 7.9 (34 reviews) | Not enough data | 
| **Natural Language Generation** | 8.0 (32 reviews) | Not enough data | 
| **Artificial Neural Networks** | 7.9 (32 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Natural Language Understanding** | 7.9 (34 reviews) | Not enough data | 
| **Deep Learning** | 7.8 (31 reviews) | Not enough data | 

#### Deployment

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Managed Service** | Feature Not Available | Not enough data | 
| **Application** | 8.4 (43 reviews) | Not enough data | 
| **Scalability** | 8.5 (45 reviews) | Not enough data | 

#### Generative AI

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 | Datameer | 
|---|---|---|
| **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 | 

### Natural Language Generation (NLG)

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

#### Data Ingestion

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

### DataOps Platforms

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

#### Data Management

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | 
| **Self-service** | Not enough data | Not enough data | 
| **Automated workflows** | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | 

#### Analytics

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Analytics capabilities** | Not enough data | Not enough data | 
| **Dasboard visualizations** | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Observability** | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Hybrid cloud support** | Not enough data | Not enough data | 
| **Cloud migration capabilities** | Not enough data | Not enough data | 

#### Generative AI

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

### Machine Learning

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

#### Integration - Machine Learning

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

#### Learning - Machine Learning

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 |
| **Datameer** | N/A | N/A |

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

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 | Datameer | 
|---|---|---|
| **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 |
| **Datameer** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 | Datameer | 
|---|---|---|
| **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 | Datameer | 
|---|---|---|
| **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 | Datameer | 
|---|---|---|
| **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 | 85 |
| **Datameer** | N/A | N/A |

#### Statistical Tool

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Scripting** | 8.5 (60 reviews) | Not enough data | 
| **Data Mining** | 8.6 (60 reviews) | Not enough data | 
| **Algorithms** | 8.3 (60 reviews) | Not enough data | 

#### Data Analysis

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Analysis** | 9.1 (67 reviews) | Not enough data | 
| **Data Interaction** | 9.1 (65 reviews) | Not enough data | 

#### Decision Making

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Modeling** | 8.6 (63 reviews) | Not enough data | 
| **Data Visualizations** | 7.4 (66 reviews) | Not enough data | 
| **Report Generation** | 8.4 (68 reviews) | Not enough data | 
| **Data Unification** | 9.1 (63 reviews) | Not enough data | 

#### Generative AI

| Feature | Alteryx | Datameer | 
|---|---|---|
| **AI Text Generation** | 7.0 (14 reviews) | Not enough data | 
| **AI Text Summarization** | 7.2 (15 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.5/10 | 95 |
| **Datameer** | N/A | N/A |

#### Data Transformation

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Real-Time Analytics** | 8.4 (67 reviews) ✓ Verified | Not enough data | 
| **Data Querying** | 8.9 (75 reviews) ✓ Verified | Not enough data | 

#### Connectivity

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 (67 reviews) ✓ Verified | Not enough data | 
| **Data Lake** | Feature Not Available | Not enough data | 

#### Operations

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Visualization** | 7.7 (74 reviews) ✓ Verified | Not enough data | 
| **Data Workflow** | 9.1 (80 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 | 

### Data Quality

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

#### Functionality

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Identification** | Not enough data | Not enough data | 
| **Correction** | Not enough data | Not enough data | 
| **Normalization** | Not enough data | Not enough data | 
| **Preventative Cleaning** | Not enough data | Not enough data | 
| **Data Matching** | Not enough data | Not enough data | 

#### Management

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Quality Audits** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 

#### Generative AI

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

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Alteryx** | 8.3/10 | 172 |
| **Datameer** | N/A | N/A |

#### Building Reports

| Feature | Alteryx | Datameer | 
|---|---|---|
| **Data Transformation** | 9.1 (154 reviews) ✓ Verified | Not enough data | 
| **Data Modeling** | 8.8 (139 reviews) ✓ Verified | Not enough data | 
| **WYSIWYG Report Design** | 7.4 (104 reviews) ✓ Verified | Not enough data | 
| **Integration APIs** | 7.9 (111 reviews) ✓ Verified | Not enough data | 

#### Platform

| Feature | Alteryx | Datameer | 
|---|---|---|
| **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 Preparation Software](https://www.g2.com/categories/data-preparation)

**Unique to Alteryx (12):** [Emerging AI Software](https://www.g2.com/categories/emerging-ai-software), [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), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)

**Unique to Datameer (3):** [Data Quality Tools](https://www.g2.com/categories/data-quality), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [DataOps Platforms](https://www.g2.com/categories/dataops-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Alteryx | Datameer | 
|---|---|---|
| **Small-Business** | 15.1% | 16.7% | 
| **Mid-Market** | 21.7% | 20.8% | 
| **Enterprise** | 63.2% | 62.5% | 

### By Industry

#### Alteryx

- **Financial Services:** 11.8%
- **Accounting:** 9.8%
- **Information Technology and Services:** 7.9%
- **Banking:** 5.6%
- **Insurance:** 4.5%
- **Marketing and Advertising:** 3.9%
- **Management Consulting:** 3.7%
- **Computer Software:** 3.7%
- **Hospital & Health Care:** 3.3%
- **Retail:** 3.1%
- **Other:** 42.7%

#### Datameer

- **Information Technology and Services:** 37.5%
- **Retail:** 8.3%
- **Hospital & Health Care:** 8.3%
- **Financial Services:** 8.3%
- **Consulting:** 4.2%
- **Transportation/Trucking/Railroad:** 4.2%
- **Research:** 4.2%
- **Industrial Automation:** 4.2%
- **Facilities Services:** 4.2%
- **Electrical/Electronic Manufacturing:** 4.2%
- **Other:** 12.5%

---
## Alternatives

### Alternatives to Alteryx

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3648 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 (196 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 (516 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 (770 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (737 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (586 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

### Alternatives to Datameer

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (770 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (797 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (515 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3648 reviews)
- [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1941 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews)
- [Hightouch](https://www.g2.com/products/hightouch/reviews) — 4.6/5 stars (392 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."

### Datameer

- Title: [What is datameer in Hadoop?](https://www.g2.com/discussions/what-is-datameer-in-hadoop) — 1 comment *(includes official response)*
  > **Top comment:** "Datameer X makes it easy for data engineers to ingest and export structured and unstructured data in and out of a Hadoop data lake, curate data sets from..."
- Title: [Who uses datameer?](https://www.g2.com/discussions/who-uses-datameer) — 1 comment *(includes official response)*
  > **Top comment:** "Datameer helps teams enable self-service, unlock innovation and improve their analytics workflow. 

It’s a common problem – analytics is accessible to a..."
- Title: [What does Datameer do?](https://www.g2.com/discussions/what-does-datameer-do) — 1 comment *(includes official response)*
  > **Top comment:** "Datameer is the all-in-one solution for exploring, preparing, visualizing, and cataloging Snowflake insights. From exploring raw datasets to driving business..."

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