# Azure Databricks vs Dataiku Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Dataiku excels in its user-friendly graphical interface, which allows users to manage code and datasets visually. This feature is particularly appreciated for its soothing experience, making it easier for teams to prototype and launch MVPs quickly.
- **Users say** Azure Databricks shines in handling large-scale data processing with impressive smoothness. The platform's integration with other Azure services is noted as straightforward, significantly enhancing workflow efficiency for users who rely on a seamless tech stack.
- **Reviewers mention** that both platforms offer comparable ease of use, with Dataiku receiving praise for its intuitive design and quick setup. However, Azure Databricks has a slight edge in setup ease, which can be crucial for teams looking to minimize onboarding time.
- **According to verified reviews** , Dataiku is recognized for its strong capabilities in data workflow management, with users highlighting its ability to align various components automatically. This feature is particularly beneficial for teams that prioritize streamlined data processes.
- **G2 reviewers note** that Azure Databricks offers advanced features like Delta Live Tables and Unity Catalog, which enhance data governance and quality. These capabilities are especially valuable for organizations that require robust data management and compliance measures.
- **Users express** that while both platforms provide quality support, Azure Databricks has a slight advantage in overall partnership satisfaction, indicating that users feel more supported in their business endeavors with this platform.



| | Azure Databricks | Dataiku | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 236 | 202 | 
| **Largest Market Segment** | Enterprise (48.6% of reviews) | Enterprise (60.6% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Azure Databricks

Pros:
- Ease of Use (7 reviews)
- Features (6 reviews)

Cons:
- Complexity (3 reviews)
- Difficult Setup (3 reviews)

### Dataiku

Pros:
- Features (80 reviews)
- Ease of Use (79 reviews)

Cons:
- Learning Curve (43 reviews)
- Steep Learning Curve (25 reviews)

---
## Ratings Comparison
| Rating | Azure Databricks | Dataiku | 
|---|---|---|
  | **Meets Requirements** | 8.9 (166 reviews) | 8.7 (180 reviews) | 
  | **Ease of Use** | 8.7 (168 reviews) | 8.7 (179 reviews) | 
  | **Ease of Setup** | 8.7 (81 reviews) | 8.0 (140 reviews) | 
  | **Ease of Admin** | 8.5 (61 reviews) | 8.0 (61 reviews) | 
  | **Quality of Support** | 8.5 (152 reviews) | 8.5 (164 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (60 reviews) | 8.6 (61 reviews) | 
  | **Product Direction (% positive)** | 9.5 (157 reviews) | 9.0 (175 reviews) | 

---
## Pricing

### Azure Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Dataiku

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | 8.1/10 | 100 |

#### Reports

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Reports Interface** | Not enough data | 7.8 (77 reviews) | 
| **Steps to Answer** | Not enough data | 7.7 (76 reviews) | 
| **Graphs and Charts** | Not enough data | 7.6 (77 reviews) | 
| **Score Cards** | Not enough data | 7.5 (75 reviews) | 
| **Dashboards** | Not enough data | 7.6 (77 reviews) | 

#### Data Preparation

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Connectors** | Not enough data | 8.7 (66 reviews) | 
| **Data Governance** | Not enough data | 8.2 (64 reviews) | 

#### Data Modeling and Blending

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Data Querying** | Not enough data | 8.6 (63 reviews) | 
| **Data Filtering** | Not enough data | 8.6 (63 reviews) | 
| **Data Blending** | Not enough data | 8.7 (63 reviews) | 

#### Generative AI

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.0 (52 reviews) | 
| **AI Text Summarization** | Not enough data | 8.0 (51 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | 

#### Self Service 

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Calculated Fields** | Not enough data | 8.2 (77 reviews) | 
| **Data Column Filtering** | Not enough data | 8.6 (76 reviews) | 
| **Data Discovery** | Not enough data | 8.4 (76 reviews) | 
| **Search** | Not enough data | 8.0 (75 reviews) | 
| **Collaboration / Workflow** | Not enough data | 8.7 (75 reviews) | 
| **Automodeling** | Not enough data | 8.1 (75 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Predictive Analytics** | Not enough data | 8.4 (75 reviews) | 
| **Data Visualization** | Not enough data | 7.8 (77 reviews) | 
| **Big Data Services** | Not enough data | 8.1 (75 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (93 reviews) | 
| **Data Modeling** | Not enough data | 8.6 (90 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (86 reviews) | 
| **Integration APIs** | Not enough data | 8.1 (90 reviews) | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | 8.5/10 | 16 |

#### Deployment

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

#### Deployment

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

#### Management

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Cataloging** | Not enough data | 7.7 (14 reviews) | 
| **Monitoring** | Not enough data | 8.6 (14 reviews) | 
| **Governing** | Not enough data | 8.5 (14 reviews) | 
| **Model Registry** | Not enough data | 8.0 (14 reviews) | 

#### Operations

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Metrics** | Not enough data | 8.6 (14 reviews) | 
| **Infrastructure management** | Not enough data | 8.5 (14 reviews) | 
| **Collaboration** | Not enough data | 8.9 (14 reviews) | 

#### Management

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

#### Generative AI

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

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | 8.2/10 | 90 |

#### System

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 8.6 (76 reviews) | 

#### Model Development

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Language Support** | Not enough data | 8.4 (79 reviews) | 
| **Drag and Drop** | Not enough data | 8.9 (79 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.6 (79 reviews) | 
| **Model Training** | Not enough data | 8.5 (78 reviews) | 

#### Model Development

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.5 (79 reviews) | 

#### Machine/Deep Learning Services

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Computer Vision** | Not enough data | 8.0 (75 reviews) | 
| **Natural Language Processing** | Not enough data | 8.1 (75 reviews) | 
| **Natural Language Generation** | Not enough data | 7.9 (74 reviews) | 
| **Artificial Neural Networks** | Not enough data | 7.9 (73 reviews) | 

#### Machine/Deep Learning Services

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 7.8 (69 reviews) | 
| **Deep Learning** | Not enough data | 8.0 (71 reviews) | 

#### Deployment

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Managed Service** | Not enough data | 8.1 (75 reviews) | 
| **Application** | Not enough data | 8.3 (78 reviews) | 
| **Scalability** | Not enough data | 8.4 (77 reviews) | 

#### Generative AI

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | Not enough data | 8.1 (61 reviews) | 
| **AI Text Summarization** | Not enough data | 8.1 (61 reviews) | 
| **AI Text-to-Image** | Not enough data | 7.8 (60 reviews) | 

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

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | N/A | N/A |

#### Responses

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

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | 7.5/10 | 29 |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **AI High Availability** | Not enough data | 8.0 (18 reviews) | 
| **AI Model Training Scalability** | Not enough data | 7.5 (20 reviews) | 
| **AI Inference Speed** | Not enough data | 7.4 (17 reviews) | 

#### Cost and Efficiency - Generative AI Infrastructure

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

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **AI Multi-cloud Support** | Not enough data | 7.5 (17 reviews) | 
| **AI Data Pipeline Integration** | Not enough data | 7.9 (20 reviews) | 
| **AI API Support and Flexibility** | Not enough data | 7.4 (16 reviews) | 

#### Security and Compliance - Generative AI Infrastructure

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

#### Usability and Support - Generative AI Infrastructure

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **AI Documentation Quality** | Not enough data | 6.9 (20 reviews) | 
| **AI Community Activity** | Not enough data | 7.1 (16 reviews) | 

### Machine Learning

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

#### Integration - Machine Learning

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

#### Learning - Machine Learning

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

### Large Language Model Operationalization (LLMOps)

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | 7.7/10 | 12 |

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Drift Detection Alerts** | Not enough data | 7.5 (12 reviews) | 
| **Real-Time Performance Metrics** | Not enough data | 7.6 (12 reviews) | 

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

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

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

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

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | Azure Databricks | Dataiku | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | Azure Databricks | Dataiku | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | N/A | N/A |

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

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | Azure Databricks | Dataiku | 
|---|---|---|
| **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 | 

### Predictive Analytics

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

#### Statistical Tool

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

#### Data Analysis

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

#### Decision Making

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

#### Generative AI

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

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | 8.8/10 | 167 |
| **Dataiku** | 8.7/10 | 48 |

#### Data Transformation

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Real-Time Analytics** | 8.9 (135 reviews) ✓ Verified | 8.6 (45 reviews) | 
| **Data Querying** | 9.3 (88 reviews) ✓ Verified | 9.2 (40 reviews) | 

#### Connectivity

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Hadoop Integration** | 8.4 (121 reviews) ✓ Verified | 8.2 (39 reviews) | 
| **Spark Integration** | 9.0 (138 reviews) ✓ Verified | 8.3 (41 reviews) | 
| **Multi-Source Analysis** | 9.0 (130 reviews) ✓ Verified | 8.8 (42 reviews) | 
| **Data Lake** | 9.2 (136 reviews) ✓ Verified | 8.9 (45 reviews) | 

#### Operations

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Data Visualization** | 8.3 (130 reviews) ✓ Verified | 8.1 (43 reviews) | 
| **Data Workflow** | 8.7 (131 reviews) ✓ Verified | 9.1 (42 reviews) | 
| **Governed Discovery** | 8.5 (119 reviews) ✓ Verified | 8.7 (41 reviews) | 
| **Embedded Analytics** | 8.5 (112 reviews) ✓ Verified | 8.7 (41 reviews) | 
| **Notebooks** | 9.3 (82 reviews) ✓ Verified | 8.9 (36 reviews) | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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 |
|---|---|---|
| **Azure Databricks** | N/A | N/A |
| **Dataiku** | 8.7/10 | 95 |

#### Building Reports

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **Data Transformation** | Not enough data | 8.5 (93 reviews) | 
| **Data Modeling** | Not enough data | 8.6 (90 reviews) | 
| **WYSIWYG Report Design** | Not enough data | 7.8 (86 reviews) | 
| **Integration APIs** | Not enough data | 8.1 (90 reviews) | 

#### Platform

| Feature | Azure Databricks | Dataiku | 
|---|---|---|
| **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):** [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics)


**Unique to Dataiku (12):** [ 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), [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), [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)


---
## Reviewer Demographics

### By Company Size

| Segment | Azure Databricks | Dataiku | 
|---|---|---|
| **Small-Business** | 24.0% | 18.1% | 
| **Mid-Market** | 27.4% | 21.3% | 
| **Enterprise** | 48.6% | 60.6% | 

### By Industry

#### Azure Databricks

- **Information Technology and Services:** 23.2%
- **Computer Software:** 11.6%
- **Retail:** 4.8%
- **Financial Services:** 4.8%
- **Automotive:** 3.9%
- **Hospital & Health Care:** 3.9%
- **Insurance:** 3.4%
- **Computer & Network Security:** 3.4%
- **Health, Wellness and Fitness:** 3.4%
- **Logistics and Supply Chain:** 2.9%
- **Other:** 34.8%

#### Dataiku

- **Financial Services:** 14.6%
- **Pharmaceuticals:** 8.1%
- **Manufacturing:** 5.4%
- **Consulting:** 5.4%
- **Retail:** 5.4%
- **Information Technology and Services:** 5.4%
- **Insurance:** 4.9%
- **Banking:** 4.3%
- **Oil & Energy:** 4.3%
- **Airlines/Aviation:** 3.2%
- **Other:** 38.9%

---
## Alternatives

### Alternatives to Azure Databricks

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [Cloudera Platform](https://www.g2.com/products/cloudera-platform/reviews) — 4.1/5 stars (136 reviews)
- [IBM Cloud Pak for Data](https://www.g2.com/products/ibm-cloud-pak-for-data/reviews) — 4.3/5 stars (88 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1225 reviews)
- [EXASOL](https://www.g2.com/products/exasol/reviews) — 4.7/5 stars (28 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [Dremio](https://www.g2.com/products/dremio/reviews) — 4.6/5 stars (70 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (804 reviews)

### Alternatives to Dataiku

- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (658 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (804 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 (3656 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.2/5 stars (55 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (929 reviews)

---
## Top Discussions

### Azure Databricks

- Title: [Is Azure Databricks PaaS or SAAS?](https://www.g2.com/discussions/is-azure-databricks-paas-or-saas) — 2 comments
  > **Top comment:** "Platform as a service "
- Title: [Does Microsoft own Databricks?](https://www.g2.com/discussions/does-microsoft-own-databricks) — 2 comments
  > **Top comment:** "no"
- Title: [When data is small how can I reconfigure cluster to automatically adjust . I don't know which day data coming will be small.](https://www.g2.com/discussions/azure-databricks-when-data-is-small-how-can-i-reconfigure-cluster-to-automatically-adjust-i-don-t-know-which-day-dat) — 1 comment, 1 upvote
  > **Top comment:** "You can't change cluster once create, if u want to change cluster type create a new cluster "
- Title: [What is Azure Databricks used for?](https://www.g2.com/discussions/azure-databricks-what-is-azure-databricks-used-for) — 1 comment
  > **Top comment:** "It is mostly for Data Engineering and Analytics."
- Title: [What is Databricks Azure?](https://www.g2.com/discussions/what-is-databricks-azure) — 1 comment
  > **Top comment:** "Databricks is the implementation of Apache Spark on Azure. With fully managed Spark clusters, it is used to process large workloads of data and also helps in..."

### 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..."

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