# Dataiku vs Hex Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Dataiku excels in providing a comprehensive platform that integrates various tools, making workflows feel organized. Users appreciate features like easy-to-use recipes and template solutions that speed up implementations, although some find the interface overwhelming at times.
- **Users say** that Hex shines with its recent AI capabilities, particularly highlighting the magic AI and integrations available. The autocomplete feature for SQL queries is especially praised for enhancing speed and accuracy, making it a great choice for those new to SQL.
- **Reviewers mention** that Dataiku's strong focus on data ingestion and wrangling is a significant advantage, with many users noting its effectiveness in handling complex data tasks. This is complemented by high scores in data blending and filtering, which contribute to a smoother data preparation process.
- **According to verified reviews** , Hex's ease of setup and administration is a standout feature, with users appreciating the intuitive onboarding process. The platform's user-friendly design helps new users quickly adapt, which is particularly beneficial for teams looking to get started without extensive training.
- **G2 reviewers highlight** that while both platforms offer quality support, Hex is noted for being a better business partner, with users feeling more satisfied with their overall experience. This is reflected in higher scores for product direction and support quality, indicating a strong commitment to user needs.
- **Users report** that Dataiku's robust capabilities in model training and pre-built algorithms provide a significant edge for data science and machine learning tasks. Reviewers appreciate the platform's depth in these areas, which can lead to more effective predictive analytics compared to Hex's offerings.



| | Dataiku | Hex | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 221 | 400 | 
| **Largest Market Segment** | Enterprise (62.4% of reviews) | Mid-Market (59.9% of reviews) | 
| **Entry Level Price** | No pricing available | Free Per Month | 

---
## Top Pros & Cons

### Dataiku

Pros:
- Ease of Use (82 reviews)
- Features (82 reviews)

Cons:
- Learning Curve (45 reviews)
- Steep Learning Curve (26 reviews)

### Hex

Pros:
- Ease of Use (114 reviews)
- SQL Queries (73 reviews)

Cons:
- Limited Features (43 reviews)
- Missing Features (39 reviews)

---
## Ratings Comparison
| Rating | Dataiku | Hex | 
|---|---|---|
  | **Meets Requirements** | 8.7 (190 reviews) | 8.5 (308 reviews) | 
  | **Ease of Use** | 8.7 (189 reviews) | 8.7 (316 reviews) | 
  | **Ease of Setup** | 8.1 (150 reviews) | 8.9 (187 reviews) | 
  | **Ease of Admin** | 8.0 (61 reviews) | 9.0 (57 reviews) | 
  | **Quality of Support** | 8.5 (173 reviews) | 8.5 (224 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (61 reviews) | 9.1 (59 reviews) | 
  | **Product Direction (% positive)** | 8.9 (184 reviews) | 9.2 (307 reviews) | 

---
## Pricing

### Dataiku

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Hex

#### Entry-Level Pricing

Plan: Community

Price: Free Per Month

Description: The free version of Hex. Great for individuals.

Key Features:
- Up to 3 project authors
- 7-day project version history
- Project data connections & secrets

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | 7.6/10 | 264 |

#### Reports

| Feature | Dataiku | Hex | 
|---|---|---|
| **Reports Interface** | 7.8 (77 reviews) | 8.3 (224 reviews) | 
| **Steps to Answer** | 7.8 (77 reviews) | 7.6 (209 reviews) | 
| **Graphs and Charts** | 7.6 (77 reviews) | 7.4 (229 reviews) | 
| **Score Cards** | 7.5 (75 reviews) | 7.2 (192 reviews) | 
| **Dashboards** | 7.6 (77 reviews) | 8.1 (220 reviews) | 

#### Self Service 

| Feature | Dataiku | Hex | 
|---|---|---|
| **Calculated Fields** | 8.2 (77 reviews) | 7.7 (203 reviews) | 
| **Data Column Filtering** | 8.6 (76 reviews) | 8.1 (206 reviews) | 
| **Data Discovery** | 8.4 (76 reviews) | 7.9 (210 reviews) | 
| **Search** | 8.0 (75 reviews) | 7.2 (204 reviews) | 
| **Collaboration / Workflow** | 8.7 (75 reviews) | 8.2 (223 reviews) | 
| **Automodeling** | 8.1 (75 reviews) | 6.1 (184 reviews) | 

#### Advanced Analytics

| Feature | Dataiku | Hex | 
|---|---|---|
| **Predictive Analytics** | 8.4 (75 reviews) | 6.5 (185 reviews) | 
| **Data Visualization** | 7.8 (77 reviews) | 7.8 (211 reviews) | 
| **Big Data Services** | 8.1 (75 reviews) | 7.0 (191 reviews) | 

#### Building Reports

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Transformation** | 8.5 (94 reviews) | 8.0 (185 reviews) | 
| **Data Modeling** | 8.6 (91 reviews) | 7.7 (181 reviews) | 
| **WYSIWYG Report Design** | 7.8 (86 reviews) | 7.5 (175 reviews) | 
| **Integration APIs** | 8.1 (90 reviews) | 7.0 (166 reviews) | 

#### Platform

| Feature | Dataiku | Hex | 
|---|---|---|
| **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 |
|---|---|---|
| **Dataiku** | 8.1/10 | 102 |
| **Hex** | 7.2/10 | 273 |

#### Reports

| Feature | Dataiku | Hex | 
|---|---|---|
| **Reports Interface** | 7.8 (77 reviews) | 8.3 (224 reviews) | 
| **Steps to Answer** | 7.8 (77 reviews) | 7.6 (209 reviews) | 
| **Graphs and Charts** | 7.6 (77 reviews) | 7.4 (229 reviews) | 
| **Score Cards** | 7.5 (75 reviews) | 7.2 (192 reviews) | 
| **Dashboards** | 7.6 (77 reviews) | 8.1 (220 reviews) | 

#### Data Preparation

| Feature | Dataiku | Hex | 
|---|---|---|
| **Connectors** | 8.7 (66 reviews) | 8.0 (165 reviews) | 
| **Data Governance** | 8.2 (64 reviews) | Feature Not Available | 

#### Data Modeling and Blending

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Querying** | 8.6 (63 reviews) | 8.7 (173 reviews) | 
| **Data Filtering** | 8.6 (63 reviews) | 8.3 (170 reviews) | 
| **Data Blending** | 8.7 (63 reviews) | 8.3 (165 reviews) | 

#### Generative AI

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Text Generation** | 8.0 (52 reviews) | 6.2 (98 reviews) | 
| **AI Text Summarization** | 8.0 (51 reviews) | 6.0 (93 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Dataiku | Hex | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.5 (34 reviews) | 
| **Multi-step Planning** | Not enough data | 6.3 (29 reviews) | 
| **Cross-system Integration** | Not enough data | 6.9 (32 reviews) | 
| **Adaptive Learning** | Not enough data | 6.4 (28 reviews) | 
| **Natural Language Interaction** | Not enough data | 7.1 (36 reviews) | 
| **Proactive Assistance** | Not enough data | 6.4 (29 reviews) | 
| **Decision Making** | Not enough data | 7.2 (29 reviews) | 

#### Self Service 

| Feature | Dataiku | Hex | 
|---|---|---|
| **Calculated Fields** | 8.2 (77 reviews) | 7.7 (203 reviews) | 
| **Data Column Filtering** | 8.6 (76 reviews) | 8.1 (206 reviews) | 
| **Data Discovery** | 8.4 (76 reviews) | 7.9 (210 reviews) | 
| **Search** | 8.0 (75 reviews) | 7.2 (204 reviews) | 
| **Collaboration / Workflow** | 8.7 (75 reviews) | 8.2 (223 reviews) | 
| **Automodeling** | 8.1 (75 reviews) | 6.1 (184 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Dataiku | Hex | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 6.9 (29 reviews) | 
| **Report Scheduling and Automation** | Not enough data | 7.9 (38 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 6.9 (26 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.1 (39 reviews) | 

#### Advanced Analytics

| Feature | Dataiku | Hex | 
|---|---|---|
| **Predictive Analytics** | 8.4 (75 reviews) | 6.5 (185 reviews) | 
| **Data Visualization** | 7.8 (77 reviews) | 7.8 (211 reviews) | 
| **Big Data Services** | 8.1 (75 reviews) | 7.0 (191 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Dataiku | Hex | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 6.4 (42 reviews) | 
| **Concurrent User Support** | Not enough data | 7.1 (31 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | 7.2 (30 reviews) | 
| **Notebook and Script Integration** | Not enough data | 8.4 (51 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | 6.3 (27 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Dataiku | Hex | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | 6.7 (29 reviews) | 
| **Natural Language Queries** | Not enough data | 7.5 (35 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | 6.7 (27 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | 6.7 (28 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Dataiku | Hex | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | 6.5 (26 reviews) | 
| **Role-based Insight Personalization** | Not enough data | 6.2 (26 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | 7.2 (31 reviews) | 

#### Building Reports

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Transformation** | 8.5 (94 reviews) | 8.0 (185 reviews) | 
| **Data Modeling** | 8.6 (91 reviews) | 7.7 (181 reviews) | 
| **WYSIWYG Report Design** | 7.8 (86 reviews) | 7.5 (175 reviews) | 
| **Integration APIs** | 8.1 (90 reviews) | 7.0 (166 reviews) | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | 7.7/10 | 264 |

#### Reports

| Feature | Dataiku | Hex | 
|---|---|---|
| **Reports Interface** | 7.8 (77 reviews) | 8.3 (224 reviews) | 
| **Steps to Answer** | 7.8 (77 reviews) | 7.6 (209 reviews) | 
| **Graphs and Charts** | 7.6 (77 reviews) | 7.4 (229 reviews) | 
| **Score Cards** | 7.5 (75 reviews) | 7.2 (192 reviews) | 
| **Dashboards** | 7.6 (77 reviews) | 8.1 (220 reviews) | 

#### Self Service 

| Feature | Dataiku | Hex | 
|---|---|---|
| **Calculated Fields** | 8.2 (77 reviews) | 7.7 (203 reviews) | 
| **Data Column Filtering** | 8.6 (76 reviews) | 8.1 (206 reviews) | 
| **Data Discovery** | 8.4 (76 reviews) | 7.9 (210 reviews) | 
| **Search** | 8.0 (75 reviews) | 7.2 (204 reviews) | 
| **Collaboration / Workflow** | 8.7 (75 reviews) | 8.2 (223 reviews) | 
| **Automodeling** | 8.1 (75 reviews) | 6.1 (184 reviews) | 

#### Building Reports

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Transformation** | 8.5 (94 reviews) | 8.0 (185 reviews) | 
| **Data Modeling** | 8.6 (91 reviews) | 7.7 (181 reviews) | 
| **WYSIWYG Report Design** | 7.8 (86 reviews) | 7.5 (175 reviews) | 
| **Integration APIs** | 8.1 (90 reviews) | 7.0 (166 reviews) | 

### Python Integrated Development Environments (IDE)

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | 7.8/10 | 63 |

#### Functionality 

| Feature | Dataiku | Hex | 
|---|---|---|
| **Ease of Use** | Not enough data | 8.7 (63 reviews) | 
| **File Management** | Not enough data | 6.9 (56 reviews) | 
| **Multi-Language Support** | Not enough data | 7.5 (48 reviews) | 
| **Customization** | Not enough data | 7.4 (54 reviews) | 
| **Straight-Out-the-Box Functionality** | Not enough data | 8.8 (58 reviews) | 
| **Help Guides** | Not enough data | 7.5 (57 reviews) | 
| **Patching & Updates** | Not enough data | 7.9 (52 reviews) | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.5/10 | 18 |
| **Hex** | N/A | N/A |

#### Deployment

| Feature | Dataiku | Hex | 
|---|---|---|
| **Language Flexibility** | 8.2 (16 reviews) | Not enough data | 
| **Framework Flexibility** | 8.8 (16 reviews) | Not enough data | 
| **Versioning** | 8.6 (16 reviews) | Not enough data | 
| **Ease of Deployment** | 9.0 (17 reviews) | Not enough data | 
| **Scalability** | 9.1 (16 reviews) | Not enough data | 

#### Deployment

| Feature | Dataiku | Hex | 
|---|---|---|
| **Language Flexibility** | 7.9 (13 reviews) | Not enough data | 
| **Framework Flexibility** | 8.6 (14 reviews) | Not enough data | 
| **Versioning** | 8.6 (14 reviews) | Not enough data | 
| **Ease of Deployment** | 9.0 (15 reviews) | Not enough data | 
| **Scalability** | 8.9 (14 reviews) | Not enough data | 

#### Management

| Feature | Dataiku | Hex | 
|---|---|---|
| **Cataloging** | 7.9 (15 reviews) | Not enough data | 
| **Monitoring** | 8.8 (16 reviews) | Not enough data | 
| **Governing** | 8.6 (16 reviews) | Not enough data | 
| **Model Registry** | 8.1 (15 reviews) | Not enough data | 

#### Operations

| Feature | Dataiku | Hex | 
|---|---|---|
| **Metrics** | 8.7 (15 reviews) | Not enough data | 
| **Infrastructure management** | 8.5 (14 reviews) | Not enough data | 
| **Collaboration** | 9.0 (15 reviews) | Not enough data | 

#### Management

| Feature | Dataiku | Hex | 
|---|---|---|
| **Cataloging** | 7.7 (13 reviews) | Not enough data | 
| **Monitoring** | 8.6 (14 reviews) | Not enough data | 
| **Governing** | 8.1 (14 reviews) | Not enough data | 

#### Generative AI

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Text Generation** | 8.6 (7 reviews) | Not enough data | 
| **AI Text Summarization** | 8.6 (7 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.2/10 | 92 |
| **Hex** | 5.8/10 | 110 |

#### System

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (77 reviews) | 8.1 (92 reviews) | 

#### Model Development

| Feature | Dataiku | Hex | 
|---|---|---|
| **Language Support** | 8.4 (79 reviews) | 7.4 (90 reviews) | 
| **Drag and Drop** | 8.9 (81 reviews) | 7.0 (94 reviews) | 
| **Pre-Built Algorithms** | 8.6 (81 reviews) | 5.5 (87 reviews) | 
| **Model Training** | 8.6 (80 reviews) | 5.5 (89 reviews) | 

#### Model Development

| Feature | Dataiku | Hex | 
|---|---|---|
| **Feature Engineering** | 8.5 (79 reviews) | 5.9 (79 reviews) | 

#### Machine/Deep Learning Services

| Feature | Dataiku | Hex | 
|---|---|---|
| **Computer Vision** | 8.0 (75 reviews) | 4.4 (81 reviews) | 
| **Natural Language Processing** | 8.1 (75 reviews) | 5.1 (84 reviews) | 
| **Natural Language Generation** | 7.9 (74 reviews) | 4.8 (82 reviews) | 
| **Artificial Neural Networks** | 7.9 (73 reviews) | 4.5 (80 reviews) | 

#### Machine/Deep Learning Services

| Feature | Dataiku | Hex | 
|---|---|---|
| **Natural Language Understanding** | 7.8 (69 reviews) | 5.1 (69 reviews) | 
| **Deep Learning** | 8.0 (71 reviews) | 5.0 (70 reviews) | 

#### Deployment

| Feature | Dataiku | Hex | 
|---|---|---|
| **Managed Service** | 8.1 (75 reviews) | 6.9 (85 reviews) | 
| **Application** | 8.3 (78 reviews) | 7.0 (84 reviews) | 
| **Scalability** | 8.4 (77 reviews) | 6.7 (85 reviews) | 

#### Generative AI

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Text Generation** | 8.1 (61 reviews) | 5.7 (40 reviews) | 
| **AI Text Summarization** | 8.1 (61 reviews) | 5.7 (40 reviews) | 
| **AI Text-to-Image** | 7.8 (60 reviews) | 4.3 (40 reviews) | 

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

| Feature | Dataiku | Hex | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 5.3 (10 reviews) | 
| **Multi-step Planning** | Not enough data | 5.7 (10 reviews) | 
| **Cross-system Integration** | Not enough data | 7.0 (10 reviews) | 
| **Adaptive Learning** | Not enough data | 4.7 (10 reviews) | 
| **Natural Language Interaction** | Not enough data | 6.1 (11 reviews) | 
| **Proactive Assistance** | Not enough data | 5.8 (10 reviews) | 
| **Decision Making** | Not enough data | 5.7 (10 reviews) | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | N/A | N/A |

#### Responses

| Feature | Dataiku | Hex | 
|---|---|---|
| **Personalization** | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Dataiku | Hex | 
|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | 

#### Platform

| Feature | Dataiku | Hex | 
|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Dataiku | Hex | 
|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 7.5/10 | 33 |
| **Hex** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI High Availability** | 8.0 (18 reviews) | Not enough data | 
| **AI Model Training Scalability** | 7.5 (22 reviews) | Not enough data | 
| **AI Inference Speed** | 7.2 (18 reviews) | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Cost per API Call** | 7.0 (17 reviews) | Not enough data | 
| **AI Resource Allocation Flexibility** | 7.3 (10 reviews) | Not enough data | 
| **AI Energy Efficiency** | 8.1 (9 reviews) | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Multi-cloud Support** | 7.5 (17 reviews) | Not enough data | 
| **AI Data Pipeline Integration** | 8.1 (22 reviews) | Not enough data | 
| **AI API Support and Flexibility** | 7.5 (17 reviews) | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | 7.5 (17 reviews) | Not enough data | 
| **AI Role-based Access Control** | 7.4 (16 reviews) | Not enough data | 
| **AI Data Encryption** | 7.7 (16 reviews) | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Documentation Quality** | 6.9 (23 reviews) | Not enough data | 
| **AI Community Activity** | 7.1 (16 reviews) | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.2/10 | 30 |
| **Hex** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Dataiku | Hex | 
|---|---|---|
| **Integration** | 8.7 (27 reviews) | Not enough data | 

#### Learning - Machine Learning

| Feature | Dataiku | Hex | 
|---|---|---|
| **Training Data** | 8.3 (28 reviews) | Not enough data | 
| **Actionable Insights** | 7.9 (29 reviews) | Not enough data | 
| **Algorithm** | 8.0 (29 reviews) | Not enough data | 

### Large Language Model Operationalization (LLMOps)

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 7.8/10 | 13 |
| **Hex** | N/A | N/A |

#### Prompt Engineering - Large Language Model Operationalization (LLMOps) 

| Feature | Dataiku | Hex | 
|---|---|---|
| **Prompt Optimization Tools** | 8.5 (12 reviews) | Not enough data | 
| **Template Library** | 8.1 (12 reviews) | Not enough data | 

#### Inference Optimization - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Hex | 
|---|---|---|
| **Batch Processing Support** | 7.4 (12 reviews) | Not enough data | 

#### Model Garden - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Hex | 
|---|---|---|
| **Model Comparison Dashboard** | 7.9 (12 reviews) | Not enough data | 

#### Custom Training - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Hex | 
|---|---|---|
| **Fine-Tuning Interface** | 7.8 (12 reviews) | Not enough data | 

#### Application Development - Large Language Model Operationalization (LLMOps) 

| Feature | Dataiku | Hex | 
|---|---|---|
| **SDK & API Integrations** | 8.1 (12 reviews) | Not enough data | 

#### Model Deployment - Large Language Model Operationalization (LLMOps) 

| Feature | Dataiku | Hex | 
|---|---|---|
| **One-Click Deployment** | 8.6 (12 reviews) | Not enough data | 
| **Scalability Management** | 7.9 (12 reviews) | Not enough data | 

#### Guardrails - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Hex | 
|---|---|---|
| **Content Moderation Rules** | 7.1 (12 reviews) | Not enough data | 
| **Policy Compliance Checker** | 6.9 (12 reviews) | Not enough data | 

#### Model Monitoring - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Hex | 
|---|---|---|
| **Drift Detection Alerts** | 7.5 (12 reviews) | Not enough data | 
| **Real-Time Performance Metrics** | 7.8 (13 reviews) | Not enough data | 

#### Security - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Encryption Tools** | 7.8 (12 reviews) | Not enough data | 
| **Access Control Management** | 7.6 (12 reviews) | Not enough data | 

#### Gateways & Routers - Large Language Model Operationalization (LLMOps)

| Feature | Dataiku | Hex | 
|---|---|---|
| **Request Routing Optimization** | 7.4 (12 reviews) | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Dataiku | Hex | 
|---|---|---|
| **Natural Language Configuration** | Not enough data | Not enough data | 
| **Tone Customization** | Not enough data | Not enough data | 
| **Security Guardrails** | Not enough data | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Dataiku | Hex | 
|---|---|---|
| **Omni-channel Support** | Not enough data | Not enough data | 
| **Agent Branding** | Not enough data | Not enough data | 
| **Proactive Response Capabilities** | Not enough data | Not enough data | 
| **Seamless Human Escalation** | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Dataiku | Hex | 
|---|---|---|
| **Analytics & Reporting** | Not enough data | Not enough data | 
| **Contextual Awareness** | Not enough data | Not enough data | 
| **Data Privacy Compliance** | Not enough data | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Dataiku | Hex | 
|---|---|---|
| **Workflow Automation** | Not enough data | Not enough data | 
| **API Usage** | Not enough data | Not enough data | 
| **Platform Interoperability** | Not enough data | Not enough data | 
| **CRM Data Integration** | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Dataiku | Hex | 
|---|---|---|
| **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 | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

| Feature | Dataiku | Hex | 
|---|---|---|
| **Dependency Management** | Not enough data | Not enough data | 
| **Workflow Coordination** | Not enough data | Not enough data | 
| **Multi-Provider API Connectivity** | Not enough data | Not enough data | 
| **Multi-Step Workflow Creation** | Not enough data | Not enough data | 
| **Enterprise System Integration** | Not enough data | Not enough data | 
| **Real-Time Data Pipelines** | Not enough data | Not enough data | 

#### Performance Optimization & Analytics - AI Orchestration

| Feature | Dataiku | Hex | 
|---|---|---|
| **Workflow Performance Dashboards** | Not enough data | Not enough data | 
| **Workflow Reporting** | Not enough data | Not enough data | 
| **Resource Utilization Monitoring** | Not enough data | Not enough data | 
| **Computational Resource Management** | Not enough data | Not enough data | 
| **Dynamic Scaling** | Not enough data | Not enough data | 
| **Component Monitoring** | Not enough data | Not enough data | 

#### Governance & Compliance Controls - AI Orchestration

| Feature | Dataiku | Hex | 
|---|---|---|
| **Regulatory Compliance** | Not enough data | Not enough data | 
| **Governance Policy Enforcement** | Not enough data | Not enough data | 
| **Role-Based Access Control** | Not enough data | Not enough data | 
| **Audit Trail Management** | Not enough data | Not enough data | 
| **Security Protocols** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | N/A | N/A |

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

| Feature | Dataiku | Hex | 
|---|---|---|
| **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 | Dataiku | Hex | 
|---|---|---|
| **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 |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Dataiku | Hex | 
|---|---|---|
| **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 | Dataiku | Hex | 
|---|---|---|
| **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 | Dataiku | Hex | 
|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.3/10 | 40 |
| **Hex** | N/A | N/A |

#### Statistical Tool

| Feature | Dataiku | Hex | 
|---|---|---|
| **Scripting** | 8.2 (36 reviews) | Not enough data | 
| **Data Mining** | 8.6 (36 reviews) | Not enough data | 
| **Algorithms** | 8.1 (36 reviews) | Not enough data | 

#### Data Analysis

| Feature | Dataiku | Hex | 
|---|---|---|
| **Analysis** | 8.5 (38 reviews) | Not enough data | 
| **Data Interaction** | 8.8 (38 reviews) | Not enough data | 

#### Decision Making

| Feature | Dataiku | Hex | 
|---|---|---|
| **Modeling** | 8.7 (36 reviews) | Not enough data | 
| **Data Visualizations** | 7.9 (37 reviews) | Not enough data | 
| **Report Generation** | 7.8 (36 reviews) | Not enough data | 
| **Data Unification** | 8.6 (37 reviews) | Not enough data | 

#### Generative AI

| Feature | Dataiku | Hex | 
|---|---|---|
| **AI Text Generation** | 8.7 (21 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (21 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.7/10 | 48 |
| **Hex** | N/A | N/A |

#### Data Transformation

| Feature | Dataiku | Hex | 
|---|---|---|
| **Real-Time Analytics** | 8.6 (45 reviews) | Not enough data | 
| **Data Querying** | 9.2 (40 reviews) | Not enough data | 

#### Connectivity

| Feature | Dataiku | Hex | 
|---|---|---|
| **Hadoop Integration** | 8.2 (39 reviews) | Not enough data | 
| **Spark Integration** | 8.3 (41 reviews) | Not enough data | 
| **Multi-Source Analysis** | 8.8 (42 reviews) | Not enough data | 
| **Data Lake** | 8.9 (45 reviews) | Not enough data | 

#### Operations

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Visualization** | 8.1 (43 reviews) | Not enough data | 
| **Data Workflow** | 9.1 (42 reviews) | Not enough data | 
| **Governed Discovery** | 8.7 (41 reviews) | Not enough data | 
| **Embedded Analytics** | 8.7 (41 reviews) | Not enough data | 
| **Notebooks** | 8.9 (36 reviews) | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Hex** | N/A | N/A |

#### Agentic AI - AI Agents

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

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.7/10 | 96 |
| **Hex** | N/A | N/A |

#### Building Reports

| Feature | Dataiku | Hex | 
|---|---|---|
| **Data Transformation** | 8.5 (94 reviews) | 8.0 (185 reviews) | 
| **Data Modeling** | 8.6 (91 reviews) | 7.7 (181 reviews) | 
| **WYSIWYG Report Design** | 7.8 (86 reviews) | 7.5 (175 reviews) | 
| **Integration APIs** | 8.1 (90 reviews) | 7.0 (166 reviews) | 

#### Platform

| Feature | Dataiku | Hex | 
|---|---|---|
| **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 (2):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to Dataiku (11):** [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms), [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration), [Large Language Model Operationalization (LLMOps) Software](https://www.g2.com/categories/large-language-model-operationalization-llmops), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders)

**Unique to Hex (3):** [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Python Integrated Development Environments (IDE)](https://www.g2.com/categories/python-integrated-development-environments-ide)


---
## Reviewer Demographics

### By Company Size

| Segment | Dataiku | Hex | 
|---|---|---|
| **Small-Business** | 17.6% | 25.1% | 
| **Mid-Market** | 20.0% | 59.9% | 
| **Enterprise** | 62.4% | 15.0% | 

### By Industry

#### Dataiku

- **Financial Services:** 14.3%
- **Pharmaceuticals:** 7.7%
- **Airlines/Aviation:** 6.1%
- **Manufacturing:** 5.6%
- **Retail:** 5.6%
- **Information Technology and Services:** 5.6%
- **Consulting:** 5.1%
- **Insurance:** 4.6%
- **Banking:** 4.1%
- **Oil & Energy:** 4.1%
- **Other:** 37.2%

#### Hex

- **Computer Software:** 22.4%
- **Information Technology and Services:** 19.3%
- **Financial Services:** 12.1%
- **Hospital & Health Care:** 4.0%
- **Marketing and Advertising:** 3.1%
- **Internet:** 2.8%
- **Retail:** 1.9%
- **Insurance:** 1.6%
- **Health, Wellness and Fitness:** 1.6%
- **Mental Health Care:** 1.6%
- **Other:** 29.6%

---
## Alternatives

### Alternatives to Dataiku

- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (867 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.5/5 stars (93 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3737 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1023 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.3/5 stars (56 reviews)

### Alternatives to Hex

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3737 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Deepnote](https://www.g2.com/products/deepnote/reviews) — 4.5/5 stars (382 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (339 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1644 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1648 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1335 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (556 reviews)
- [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews) — 4.6/5 stars (254 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1023 reviews)

---
## Top Discussions

### Dataiku

- Title: [What data visualization and reporting methods do you support?](https://www.g2.com/discussions/data-visualization) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku supports a number of tools for engaging stakeholders and team members, including:

- 25 types of interactive charts

- Dashboards that allow you..."
- Title: [Can I securely work on my sensitive data?](https://www.g2.com/discussions/can-i-securely-work-on-my-sensitive-data) — 2 comments, 2 upvotes
  > **Top comment:** "Hi,

DSS is on-premise software but we also provide a Amazon image and Docker if desired. You can try DSS on your own computer for free by downloading the..."
- Title: [What machine learning algorithms do you support?](https://www.g2.com/discussions/techical-specifications-5dafbb22-fb53-40e6-99ca-920a3000c257) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku leverages machine learning libraries from scikit-learn, Spark MLlib, H2O and Vertica for guided ML analyses that give you instant visual &..."
- Title: [What programming languages do you support?](https://www.g2.com/discussions/techical-specifications-168d61c9-5165-4b3f-bded-0167b92ff8ed) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku allows you to integrate code into your analytic workflow with code recipes using your favorite languages.Additionally, Dataiku features notebooks for..."
- Title: [What data wrangling techniques do you support?](https://www.g2.com/discussions/techical-specifications-ab5002f3-fd5f-4acb-8fbd-280592800a16) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Dataiku enables numerous data preparation and shaping options through visual recipes that don’t require coding skills. The scope of data wrangling techniques..."

### Hex

No discussions available for this product.

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