# Databricks vs Dataiku Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Databricks excels in user experience, particularly with its intuitive notebook interface and polished SQL editor, which allows seamless switching between programming languages. This feature significantly enhances productivity for teams handling end-to-end data workflows.
- **Users say** that Dataiku provides a comprehensive platform that helps organize workflows effectively, making it easier to manage projects. However, some users find the interface can be overwhelming at times, indicating a need for a more streamlined experience.
- **Reviewers mention** that Databricks offers robust collaboration features, enabling better teamwork across data engineering, analytics, and machine learning. This unified approach is praised for creating a single source of truth, which is crucial for data-driven decision-making.
- **According to verified reviews** , Dataiku shines with its template solutions that speed up implementations and its user-friendly recipes, making it accessible for users who may not have extensive technical backgrounds. This focus on ease of use is a significant advantage for teams looking to onboard quickly.
- **G2 reviewers highlight** that while Dataiku has a solid foundation for data workflows, it sometimes struggles with specific configuration needs, which can lead to challenges in meeting unique user requirements. This contrasts with Databricks, which is noted for its flexibility and adaptability to various workflows.
- **Users appreciate** the quality of support from both platforms, but Databricks edges out with slightly higher ratings in this area. Reviewers have noted that the support team is responsive and knowledgeable, which is essential for resolving issues quickly and maintaining productivity.



| | Databricks | Dataiku | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 803 | 201 | 
| **Largest Market Segment** | Enterprise (43.6% of reviews) | Enterprise (61.0% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Databricks

Pros:
- Features (192 reviews)
- Ease of Use (155 reviews)

Cons:
- Learning Curve (78 reviews)
- Expensive (71 reviews)

### Dataiku

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

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

---
## Ratings Comparison
| Rating | Databricks | Dataiku | 
|---|---|---|
  | **Meets Requirements** | 9.0 (627 reviews) | 8.7 (179 reviews) | 
  | **Ease of Use** | 8.9 (645 reviews) | 8.7 (178 reviews) | 
  | **Ease of Setup** | 8.7 (518 reviews) | 8.0 (139 reviews) | 
  | **Ease of Admin** | 8.4 (190 reviews) | 8.0 (61 reviews) | 
  | **Quality of Support** | 8.8 (604 reviews) | 8.5 (163 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (194 reviews) | 8.6 (61 reviews) | 
  | **Product Direction (% positive)** | 9.6 (608 reviews) | 9.0 (174 reviews) | 

---
## Pricing

### Databricks

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Dataiku

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.2/10 | 229 |
| **Dataiku** | 8.1/10 | 100 |

#### Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Reports Interface** | 9.0 (22 reviews) | 7.8 (77 reviews) | 
| **Steps to Answer** | 8.4 (18 reviews) | 7.7 (76 reviews) | 
| **Graphs and Charts** | 9.0 (19 reviews) | 7.6 (77 reviews) | 
| **Score Cards** | 8.8 (16 reviews) | 7.5 (75 reviews) | 
| **Dashboards** | 9.3 (24 reviews) | 7.6 (77 reviews) | 

#### Data Preparation

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Connectors** | 9.4 (13 reviews) | 8.7 (66 reviews) | 
| **Data Governance** | 9.4 (13 reviews) | 8.2 (64 reviews) | 

#### Data Modeling and Blending

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Querying** | 9.4 (15 reviews) | 8.6 (63 reviews) | 
| **Data Filtering** | 9.3 (14 reviews) | 8.6 (63 reviews) | 
| **Data Blending** | 9.3 (15 reviews) | 8.7 (63 reviews) | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 9.5 (16 reviews) | 8.0 (52 reviews) | 
| **AI Text Summarization** | 9.6 (13 reviews) | 8.0 (51 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Autonomous Task Execution** | 9.5 (14 reviews) | Not enough data | 
| **Multi-step Planning** | 9.4 (12 reviews) | Not enough data | 
| **Cross-system Integration** | 9.2 (13 reviews) | Not enough data | 
| **Adaptive Learning** | 9.1 (13 reviews) | Not enough data | 
| **Natural Language Interaction** | 9.2 (14 reviews) | Not enough data | 
| **Proactive Assistance** | 9.9 (13 reviews) | Not enough data | 
| **Decision Making** | 9.7 (12 reviews) | Not enough data | 

#### Self Service 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Calculated Fields** | 8.6 (17 reviews) | 8.2 (77 reviews) | 
| **Data Column Filtering** | 8.7 (18 reviews) | 8.6 (76 reviews) | 
| **Data Discovery** | 9.0 (19 reviews) | 8.4 (76 reviews) | 
| **Search** | 8.8 (19 reviews) | 8.0 (75 reviews) | 
| **Collaboration / Workflow** | 9.0 (20 reviews) | 8.7 (75 reviews) | 
| **Automodeling** | 8.9 (15 reviews) | 8.1 (75 reviews) | 

#### Deployment & Integration - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **No-code Dashboard Builder** | 8.8 (14 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 9.6 (15 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 9.4 (13 reviews) | Not enough data | 
| **Data Source Connectivity** | 9.6 (13 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Predictive Analytics** | 9.1 (20 reviews) | 8.4 (75 reviews) | 
| **Data Visualization** | 8.9 (19 reviews) | 7.8 (77 reviews) | 
| **Big Data Services** | 9.5 (23 reviews) | 8.1 (75 reviews) | 

#### Performance & Scalability - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Large data handling and Query Speed** | 9.4 (14 reviews) | Not enough data | 
| **Concurrent User Support** | 9.8 (11 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Modeling and Governance** | 9.4 (14 reviews) | Not enough data | 
| **Notebook and Script Integration** | 9.2 (15 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 9.2 (13 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 9.2 (14 reviews) | Not enough data | 
| **Natural Language Queries** | 9.4 (15 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 9.5 (13 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 9.2 (14 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 9.5 (13 reviews) | Not enough data | 
| **Role-based Insight Personalization** | 8.8 (15 reviews) | Not enough data | 
| **Conversational and Prompt-based Analytics** | 9.2 (14 reviews) | Not enough data | 

#### Building Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Transformation** | 9.1 (176 reviews) | 8.5 (93 reviews) | 
| **Data Modeling** | 8.7 (164 reviews) | 8.6 (90 reviews) | 
| **WYSIWYG Report Design** | 7.8 (133 reviews) | 7.8 (86 reviews) | 
| **Integration APIs** | 8.6 (167 reviews) | 8.1 (90 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.8/10 | 120 |
| **Dataiku** | N/A | N/A |

#### Administration

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Modelling** | 8.8 (102 reviews) | Not enough data | 
| **Recommendations** | 8.6 (96 reviews) | Not enough data | 
| **Workflow Management** | 9.0 (97 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 8.8 (102 reviews) | Not enough data | 

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Business Glossary** | 8.5 (90 reviews) | Not enough data | 
| **Data Discovery** | 8.7 (89 reviews) | Not enough data | 
| **Data Profililng** | 8.7 (91 reviews) | Not enough data | 
| **Reporting and Visualization** | 8.6 (90 reviews) | Not enough data | 
| **Data Lineage** | 8.8 (89 reviews) | Not enough data | 

#### Compliance

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Sensitive Data Compliance** | 8.9 (102 reviews) | Not enough data | 
| **Training and Guidelines** | 8.7 (95 reviews) | Not enough data | 
| **Policy Enforcement** | 8.9 (97 reviews) | Not enough data | 
| **Compliance Monitoring** | 8.8 (98 reviews) | Not enough data | 

#### Security

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Access Control** | 9.0 (91 reviews) | Not enough data | 
| **Roles Management** | 8.9 (89 reviews) | Not enough data | 
| **Compliance Management** | 8.8 (89 reviews) | Not enough data | 

#### Data Quality

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Preparation** | 9.0 (97 reviews) | Not enough data | 
| **Data Distribution** | 8.8 (96 reviews) | Not enough data | 
| **Data Unification** | 9.0 (97 reviews) | Not enough data | 

#### Maintainence

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Quality Management** | 8.8 (88 reviews) | Not enough data | 
| **Policy Management** | 8.8 (87 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 8.4 (85 reviews) | Not enough data | 
| **AI Text Summarization** | 8.5 (84 reviews) | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Autonomous Task Execution** | 8.8 (13 reviews) | Not enough data | 
| **Multi-step Planning** | 9.0 (14 reviews) | Not enough data | 
| **Cross-system Integration** | 9.2 (17 reviews) | Not enough data | 
| **Adaptive Learning** | 8.8 (15 reviews) | Not enough data | 
| **Natural Language Interaction** | 9.2 (15 reviews) | Not enough data | 
| **Decision Making** | 9.2 (16 reviews) | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 200 |
| **Dataiku** | N/A | N/A |

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Reporting** | 8.7 (177 reviews) | Not enough data | 
| **Auditing** | 8.5 (169 reviews) | Not enough data | 

#### Functionality

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Extraction** | 9.1 (182 reviews) | Not enough data | 
| **Transformation** | 9.3 (184 reviews) | Not enough data | 
| **Loading** | 9.1 (178 reviews) | Not enough data | 
| **Automation** | 9.1 (173 reviews) | Not enough data | 
| **Scalability** | 9.2 (175 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 87 |
| **Dataiku** | 8.5/10 | 16 |

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Language Flexibility** | 9.0 (70 reviews) | 8.2 (16 reviews) | 
| **Framework Flexibility** | 8.9 (69 reviews) | 8.8 (16 reviews) | 
| **Versioning** | 9.0 (71 reviews) | 8.6 (16 reviews) | 
| **Ease of Deployment** | 9.0 (71 reviews) | 9.0 (16 reviews) | 
| **Scalability** | 9.0 (73 reviews) | 9.1 (16 reviews) | 

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Language Flexibility** | 9.0 (67 reviews) | 7.9 (13 reviews) | 
| **Framework Flexibility** | 8.8 (67 reviews) | 8.6 (14 reviews) | 
| **Versioning** | 8.7 (71 reviews) | 8.6 (14 reviews) | 
| **Ease of Deployment** | 9.0 (70 reviews) | 8.9 (14 reviews) | 
| **Scalability** | 9.1 (71 reviews) | 8.9 (14 reviews) | 

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Cataloging** | 9.0 (70 reviews) | 7.7 (14 reviews) | 
| **Monitoring** | 8.9 (71 reviews) | 8.6 (14 reviews) | 
| **Governing** | 9.2 (67 reviews) | 8.5 (14 reviews) | 
| **Model Registry** | 9.0 (74 reviews) | 8.0 (14 reviews) | 

#### Operations

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Metrics** | 8.8 (67 reviews) | 8.6 (14 reviews) | 
| **Infrastructure management** | 8.9 (68 reviews) | 8.5 (14 reviews) | 
| **Collaboration** | 9.1 (69 reviews) | 8.9 (14 reviews) | 

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Cataloging** | 8.9 (67 reviews) | 7.7 (13 reviews) | 
| **Monitoring** | 8.8 (66 reviews) | 8.6 (14 reviews) | 
| **Governing** | 9.1 (64 reviews) | 8.1 (14 reviews) | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 8.6 (34 reviews) | 8.6 (7 reviews) | 
| **AI Text Summarization** | 8.6 (34 reviews) | 8.6 (7 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.7/10 | 229 |
| **Dataiku** | 8.2/10 | 90 |

#### System

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.9 (185 reviews) | 8.6 (76 reviews) | 

#### Model Development

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Language Support** | 8.8 (192 reviews) | 8.4 (79 reviews) | 
| **Drag and Drop** | 8.0 (195 reviews) | 8.9 (79 reviews) | 
| **Pre-Built Algorithms** | 8.4 (192 reviews) | 8.6 (79 reviews) | 
| **Model Training** | 8.7 (198 reviews) | 8.5 (78 reviews) | 

#### Model Development

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Feature Engineering** | 8.5 (177 reviews) | 8.5 (79 reviews) | 

#### Machine/Deep Learning Services

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Computer Vision** | 8.2 (180 reviews) | 8.0 (75 reviews) | 
| **Natural Language Processing** | 8.6 (187 reviews) | 8.1 (75 reviews) | 
| **Natural Language Generation** | 8.3 (179 reviews) | 7.9 (74 reviews) | 
| **Artificial Neural Networks** | 8.2 (178 reviews) | 7.9 (73 reviews) | 

#### Machine/Deep Learning Services

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Natural Language Understanding** | 8.4 (164 reviews) | 7.8 (69 reviews) | 
| **Deep Learning** | 8.4 (165 reviews) | 8.0 (71 reviews) | 

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Managed Service** | 8.6 (185 reviews) | 8.1 (75 reviews) | 
| **Application** | 8.8 (187 reviews) | 8.3 (78 reviews) | 
| **Scalability** | 9.0 (195 reviews) | 8.4 (77 reviews) | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 8.3 (92 reviews) | 8.1 (61 reviews) | 
| **AI Text Summarization** | 8.5 (93 reviews) | 8.1 (61 reviews) | 
| **AI Text-to-Image** | 7.7 (91 reviews) | 7.8 (60 reviews) | 

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

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Autonomous Task Execution** | 9.4 (14 reviews) | Not enough data | 
| **Multi-step Planning** | 9.1 (13 reviews) | Not enough data | 
| **Cross-system Integration** | 8.9 (14 reviews) | Not enough data | 
| **Adaptive Learning** | 9.1 (13 reviews) | Not enough data | 
| **Natural Language Interaction** | 9.5 (16 reviews) | Not enough data | 
| **Proactive Assistance** | 9.4 (12 reviews) | Not enough data | 
| **Decision Making** | 9.6 (13 reviews) | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 225 |
| **Dataiku** | N/A | N/A |

#### Data Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Integration** | 9.1 (197 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.9 (187 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.9 (190 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.8 (188 reviews) ✓ Verified | Not enough data | 
| **In-Database Machine Learning** | 8.7 (175 reviews) ✓ Verified | Not enough data | 
| **Data Lake Analytics** | 9.1 (179 reviews) ✓ Verified | Not enough data | 

#### Integration

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI/ ML Integration** | 8.9 (183 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.8 (174 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 9.1 (185 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **On-Premise** | 8.0 (163 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 9.2 (186 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Scalability** | 9.2 (191 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Governance** | 8.9 (182 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 9.0 (175 reviews) ✓ Verified | Not enough data | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 8.6 (85 reviews) | Not enough data | 
| **AI Text Summarization** | 8.5 (83 reviews) | Not enough data | 

### AI Agents For Business Operations

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

#### Responses

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

### Database Management Systems (DBMS)

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

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data dictionary** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | 

#### Maintenance

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Migration** | Not enough data | Not enough data | 
| **Backup and Recovery** | Not enough data | Not enough data | 
| **Multi-User Environment** | Not enough data | Not enough data | 

#### Security

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.1/10 | 90 |
| **Dataiku** | N/A | N/A |

#### Data Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Integration** | 9.1 (75 reviews) | Not enough data | 
| **Metadata** | 8.9 (78 reviews) | Not enough data | 
| **Self-service** | 8.9 (76 reviews) | Not enough data | 
| **Automated workflows** | 9.2 (76 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Autonomous Task Execution** | 9.5 (16 reviews) | Not enough data | 
| **Multi-step Planning** | 9.4 (14 reviews) | Not enough data | 
| **Cross-system Integration** | 9.4 (16 reviews) | Not enough data | 
| **Adaptive Learning** | 9.4 (15 reviews) | Not enough data | 
| **Decision Making** | 9.7 (15 reviews) | Not enough data | 

#### Analytics

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Analytics capabilities** | 9.0 (75 reviews) | Not enough data | 
| **Dasboard visualizations** | 8.7 (75 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Observability** | 8.7 (75 reviews) | Not enough data | 
| **Testing capabilities** | 8.7 (75 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Hybrid cloud support** | 9.1 (70 reviews) | Not enough data | 
| **Cloud migration capabilities** | 9.1 (71 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 9.1 (43 reviews) | Not enough data | 
| **AI Text Summarization** | 9.1 (43 reviews) | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.9/10 | 13 |
| **Dataiku** | 7.5/10 | 28 |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI High Availability** | 10.0 (6 reviews) | 8.0 (18 reviews) | 
| **AI Model Training Scalability** | 10.0 (8 reviews) | 7.6 (19 reviews) | 
| **AI Inference Speed** | 10.0 (7 reviews) | 7.4 (17 reviews) | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Cost per API Call** | 10.0 (6 reviews) | 7.0 (17 reviews) | 
| **AI Resource Allocation Flexibility** | 9.4 (8 reviews) | 7.6 (9 reviews) | 
| **AI Energy Efficiency** | 10.0 (6 reviews) | 8.1 (9 reviews) | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Multi-cloud Support** | 9.8 (7 reviews) | 7.5 (17 reviews) | 
| **AI Data Pipeline Integration** | 10.0 (7 reviews) | 7.8 (19 reviews) | 
| **AI API Support and Flexibility** | 10.0 (6 reviews) | 7.4 (16 reviews) | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | 10.0 (6 reviews) | 7.3 (16 reviews) | 
| **AI Role-based Access Control** | 9.7 (6 reviews) | 7.4 (16 reviews) | 
| **AI Data Encryption** | 10.0 (6 reviews) | 7.7 (16 reviews) | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Documentation Quality** | 10.0 (8 reviews) | 6.9 (20 reviews) | 
| **AI Community Activity** | 9.7 (6 reviews) | 7.1 (16 reviews) | 

### Machine Learning

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

#### Integration - Machine Learning

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

#### Learning - Machine Learning

| Feature | 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 |
|---|---|---|
| **Databricks** | N/A | N/A |
| **Dataiku** | 7.7/10 | 12 |

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

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

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

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

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

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

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

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

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

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

### AI Agent Builders

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

#### Customization - AI Agent Builders

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

#### Agentic AI - AWS Marketplace

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

#### Workflow Design & Integration - AI Orchestration

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

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

| Feature | 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 | 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 | 

### AI Gateways

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

#### Traffic Management & Performance - AI Gateways

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Token-Aware Rate Limiting** | Not enough data | Not enough data | 
| **Semantic Caching** | Not enough data | Not enough data | 
| **Multi-Model Routing & Fallbacks** | Not enough data | Not enough data | 

#### Governance & Observability - AI Gateways

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Privacy** | Not enough data | Not enough data | 
| **Cost Tracking** | Not enough data | Not enough data | 
| **Centralized API Key Security** | Not enough data | Not enough data | 

### Predictive Analytics

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

#### Statistical Tool

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

#### Decision Making

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

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 353 |
| **Dataiku** | N/A | N/A |

#### Database

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Real-Time Data Collection** | 8.8 (245 reviews) | Not enough data | 
| **Data Distribution** | 9.0 (251 reviews) | Not enough data | 
| **Data Lake** | 9.3 (279 reviews) | Not enough data | 

#### Integrations

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Hadoop Integration** | 8.3 (223 reviews) | Not enough data | 
| **Spark Integration** | 9.2 (283 reviews) | Not enough data | 

#### Platform

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Machine Scaling** | 9.0 (282 reviews) | Not enough data | 
| **Data Preparation** | 8.9 (261 reviews) | Not enough data | 
| **Spark Integration** | 9.2 (283 reviews) | Not enough data | 

#### Processing

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Cloud Processing** | 9.1 (260 reviews) | Not enough data | 
| **Workload Processing** | 9.0 (270 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 269 |
| **Dataiku** | 8.7/10 | 48 |

#### Data Transformation

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Real-Time Analytics** | 8.9 (231 reviews) | 8.6 (45 reviews) | 
| **Data Querying** | 9.1 (241 reviews) | 9.2 (40 reviews) | 

#### Connectivity

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Hadoop Integration** | 8.7 (210 reviews) | 8.2 (39 reviews) | 
| **Spark Integration** | 9.2 (235 reviews) | 8.3 (41 reviews) | 
| **Multi-Source Analysis** | 9.0 (225 reviews) | 8.8 (42 reviews) | 
| **Data Lake** | 9.2 (235 reviews) | 8.9 (45 reviews) | 

#### Operations

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Visualization** | 8.5 (232 reviews) | 8.1 (43 reviews) | 
| **Data Workflow** | 8.9 (232 reviews) | 9.1 (42 reviews) | 
| **Governed Discovery** | 8.6 (218 reviews) | 8.7 (41 reviews) | 
| **Embedded Analytics** | 8.7 (215 reviews) | 8.7 (41 reviews) | 
| **Notebooks** | 9.4 (237 reviews) | 8.9 (36 reviews) | 

### AI Agents

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

#### Agentic AI - AI Agents

| Feature | 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 |
|---|---|---|
| **Databricks** | 8.6/10 | 213 |
| **Dataiku** | 8.7/10 | 95 |

#### Building Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Transformation** | 9.1 (176 reviews) | 8.5 (93 reviews) | 
| **Data Modeling** | 8.7 (164 reviews) | 8.6 (90 reviews) | 
| **WYSIWYG Report Design** | 7.8 (133 reviews) | 7.8 (86 reviews) | 
| **Integration APIs** | 8.6 (167 reviews) | 8.1 (90 reviews) | 

#### Platform

| Feature | 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 (6):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [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), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders)

**Unique to Databricks (7):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [ETL Tools](https://www.g2.com/categories/etl-tools), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [AI Gateways Software](https://www.g2.com/categories/ai-gateways)

**Unique to Dataiku (7):** [ 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), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [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)


---
## Reviewer Demographics

### By Company Size

| Segment | Databricks | Dataiku | 
|---|---|---|
| **Small-Business** | 16.0% | 18.2% | 
| **Mid-Market** | 40.5% | 20.9% | 
| **Enterprise** | 43.6% | 61.0% | 

### By Industry

#### Databricks

- **Information Technology and Services:** 16.6%
- **Financial Services:** 10.2%
- **Computer Software:** 9.1%
- **Consulting:** 4.1%
- **Hospital & Health Care:** 3.5%
- **Retail:** 3.4%
- **Marketing and Advertising:** 3.3%
- **Insurance:** 3.0%
- **Telecommunications:** 2.8%
- **Manufacturing:** 2.6%
- **Other:** 41.5%

#### Dataiku

- **Financial Services:** 14.7%
- **Pharmaceuticals:** 8.2%
- **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:** 3.3%
- **Other:** 38.6%

---
## Alternatives

### Alternatives to Databricks

- [Cloudera Platform](https://www.g2.com/products/cloudera-platform/reviews) — 4.1/5 stars (136 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (375 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1227 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (658 reviews)
- [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (801 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (207 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 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)
- [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 (928 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (801 reviews)

---
## Top Discussions

### Databricks

- Title: [What is Lakehouse in Databricks?](https://www.g2.com/discussions/what-is-lakehouse-in-databricks) — 4 comments, 2 upvotes
  > **Top comment:** "Lakehouse architecture is the merging of the data warehouse and data lake concepts into a single platform, with built-in support for lineage maintenance and ML."
- Title: [What are the features of Databricks?](https://www.g2.com/discussions/what-are-the-features-of-databricks) — 4 comments, 2 upvotes
  > **Top comment:** "Delta Lake
Lakehosue platform
Schema evolution
Data quarantine & Data Quality
Data Integration & Transformations"
- Title: [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) — 3 comments
  > **Top comment:** "It will work like Hadoop, databricks provide the services like big data.
Databricks also work like in advanced level it's have capability to process large..."
- Title: [What is Databricks unified analytics platform?](https://www.g2.com/discussions/what-is-databricks-unified-analytics-platform) — 3 comments
  > **Top comment:** "Databricks' Unified Data Analytics Platform helps organizations accelerate innovation by unifying data science with engineering and business. With Databricks..."

### 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/databricks-vs-dataiku)