# Databricks vs Dataiku Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Dataiku excels in its no-code capabilities, making it accessible for both technical and non-technical users. Users appreciate the ease of collaboration, with features that allow for quick sharing of workbooks among coworkers, which enhances teamwork and productivity.
- **Users say** that Databricks stands out for its robust AI features and usability, particularly when handling large datasets. Reviewers highlight the query generator as a favorite feature, which simplifies data manipulation and analysis, allowing users to focus more on insights rather than infrastructure concerns.
- **According to verified reviews** , Dataiku's setup process is praised for its simplicity, with users noting that the web version facilitates a smooth onboarding experience. This ease of setup is a significant advantage for teams looking to get started quickly without extensive training.
- **Reviewers mention** that Databricks offers a unified vision of data governance, which is crucial for organizations managing large volumes of data. Users appreciate the strong governance features that help maintain data integrity and compliance, making it a reliable choice for enterprise-level applications.
- **G2 reviewers highlight** that while Dataiku provides a hybrid approach with VisualML for model selection, some users feel it may not fully meet their specific workflow needs, indicating potential configuration challenges that could hinder efficiency in certain scenarios.
- **Users report** that Databricks' innovation and ease of use contribute to a seamless transition for teams moving to the platform. Many find that the platform's capabilities allow for rapid scaling and adaptation, which is essential in today's fast-paced data environments.



| | Databricks | Dataiku | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 1,358 | 224 | 
| **Largest Market Segment** | Enterprise (47.9% of reviews) | Enterprise (62.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Databricks

Pros:
- Features (192 reviews)
- Ease of Use (154 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 (665 reviews) | 8.7 (194 reviews) | 
  | **Ease of Use** | 8.8 (1035 reviews) | 8.7 (193 reviews) | 
  | **Ease of Setup** | 8.4 (884 reviews) | 8.1 (154 reviews) | 
  | **Ease of Admin** | 8.4 (193 reviews) | 8.0 (61 reviews) | 
  | **Quality of Support** | 8.8 (645 reviews) | 8.5 (177 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (197 reviews) | 8.6 (61 reviews) | 
  | **Product Direction (% positive)** | 9.6 (645 reviews) | 8.9 (188 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

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.5/10 | 390 |
| **Dataiku** | N/A | N/A |

#### Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Reports Interface** | 9.1 (24 reviews) | 7.8 (77 reviews) | 
| **Steps to Answer** | 8.3 (20 reviews) | 7.8 (77 reviews) | 
| **Graphs and Charts** | 9.2 (22 reviews) | 7.6 (77 reviews) | 
| **Score Cards** | 8.8 (16 reviews) | 7.5 (75 reviews) | 
| **Dashboards** | 9.2 (29 reviews) | 7.6 (77 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Calculated Fields** | 8.6 (17 reviews) | 8.2 (77 reviews) | 
| **Data Column Filtering** | 8.9 (21 reviews) | 8.6 (76 reviews) | 
| **Data Discovery** | 9.1 (23 reviews) | 8.4 (76 reviews) | 
| **Search** | 8.7 (21 reviews) | 8.0 (75 reviews) | 
| **Collaboration / Workflow** | 9.1 (23 reviews) | 8.7 (75 reviews) | 
| **Automodeling** | 8.9 (15 reviews) | 8.1 (75 reviews) | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Predictive Analytics** | 9.1 (20 reviews) | 8.4 (75 reviews) | 
| **Data Visualization** | 9.0 (22 reviews) | 7.8 (77 reviews) | 
| **Big Data Services** | 9.6 (29 reviews) | 8.1 (75 reviews) | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Transformation** | 9.3 (222 reviews) | 8.5 (94 reviews) | 
| **Data Modeling** | 9.0 (221 reviews) | 8.6 (91 reviews) | 
| **WYSIWYG Report Design** | 7.8 (174 reviews) | 7.8 (86 reviews) | 
| **Integration APIs** | 8.7 (224 reviews) | 8.1 (90 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### 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 | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 39 |
| **Dataiku** | N/A | N/A |

#### Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Reports Interface** | 9.1 (24 reviews) | 7.8 (77 reviews) | 
| **Steps to Answer** | 8.3 (20 reviews) | 7.8 (77 reviews) | 
| **Graphs and Charts** | 9.2 (22 reviews) | 7.6 (77 reviews) | 
| **Score Cards** | 8.8 (16 reviews) | 7.5 (75 reviews) | 
| **Dashboards** | 9.2 (29 reviews) | 7.6 (77 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | 
| **Share Reports** | Not enough data | Not enough data | 
| **Steps to Answer** | 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 | 
| **Generative AI** | Not enough data | Not enough data | 

#### Visualization

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Graphs and Charts** | Not enough data | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Formats** | Not enough data | Not enough data | 
| **Mobile Dashboards** | Not enough data | Not enough data | 
| **Public Dashboards** | Not enough data | Not enough data | 
| **Private Dashboards** | Not enough data | Not enough data | 

#### Data Updates

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 
| **Real-Time Updating** | Not enough data | Not enough data | 

#### Collaboration

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Sharing** | Not enough data | Not enough data | 
| **Co-Editing** | Not enough data | Not enough data | 
| **Devices** | Not enough data | Not enough data | 

#### Data Updates

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Historical Snapshots** | Not enough data | Not enough data | 
| **Real-Time Updating** | Not enough data | Not enough data | 
| **Email Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Interactive Elements** | Not enough data | Not enough data | 
| **Single Page View** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Functions/Calculations** | Not enough data | Not enough data | 
| **Historical Reporting** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Real-Time Updates** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Relational Display** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.2/10 | 395 |
| **Dataiku** | 8.1/10 | 102 |

#### Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Reports Interface** | 9.1 (24 reviews) | 7.8 (77 reviews) | 
| **Steps to Answer** | 8.3 (20 reviews) | 7.8 (77 reviews) | 
| **Graphs and Charts** | 9.2 (22 reviews) | 7.6 (77 reviews) | 
| **Score Cards** | 8.8 (16 reviews) | 7.5 (75 reviews) | 
| **Dashboards** | 9.2 (29 reviews) | 7.6 (77 reviews) | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Connectors** | 9.4 (15 reviews) | 8.7 (66 reviews) | 
| **Data Governance** | 9.2 (16 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** | 9.4 (16 reviews) | 8.7 (63 reviews) | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### 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) | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Autonomous Task Execution** | 9.2 (15 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 | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Calculated Fields** | 8.6 (17 reviews) | 8.2 (77 reviews) | 
| **Data Column Filtering** | 8.9 (21 reviews) | 8.6 (76 reviews) | 
| **Data Discovery** | 9.1 (23 reviews) | 8.4 (76 reviews) | 
| **Search** | 8.7 (21 reviews) | 8.0 (75 reviews) | 
| **Collaboration / Workflow** | 9.1 (23 reviews) | 8.7 (75 reviews) | 
| **Automodeling** | 8.9 (15 reviews) | 8.1 (75 reviews) | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **No-code Dashboard Builder** | 8.9 (15 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 (15 reviews) | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Predictive Analytics** | 9.1 (20 reviews) | 8.4 (75 reviews) | 
| **Data Visualization** | 9.0 (22 reviews) | 7.8 (77 reviews) | 
| **Big Data Services** | 9.6 (29 reviews) | 8.1 (75 reviews) | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Large data handling and Query Speed** | 9.6 (19 reviews) | Not enough data | 
| **Concurrent User Support** | 9.8 (11 reviews) | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Modeling and Governance** | 9.5 (16 reviews) | Not enough data | 
| **Notebook and Script Integration** | 9.0 (16 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** | 9.5 (17 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 9.5 (13 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 9.2 (15 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 | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Transformation** | 9.3 (222 reviews) | 8.5 (94 reviews) | 
| **Data Modeling** | 9.0 (221 reviews) | 8.6 (91 reviews) | 
| **WYSIWYG Report Design** | 7.8 (174 reviews) | 7.8 (86 reviews) | 
| **Integration APIs** | 8.7 (224 reviews) | 8.1 (90 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Drag & Drop** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Storytelling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Financing Management** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Scorecards** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **Project Tracking** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Goal Setting/Tracking** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Financial Reporting** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 

### Application Development Platforms

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

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Continuous Integration** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Backup and Recovery** | Not enough data | Not enough data | 
| **Multiple Programming Languages Supported** | Not enough data | Not enough data | 
| **Continuous Deployment** | Not enough data | Not enough data | 
| **Code Development** | Not enough data | Not enough data | 
| **For No-Code Development** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Graphical User Interface** | Not enough data | Not enough data | 
| **For Low-Code Development** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **UI Prototyping** | Not enough data | Not enough data | 
| **Source Control** | Not enough data | Not enough data | 
| **Software Development** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Web App Development** | Not enough data | Not enough data | 
| **Custom Development** | Not enough data | Not enough data | 
| **Code Repository Integration** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Mobile Development** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Game Development** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Application Security** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Automated Testing** | Not enough data | Not enough data | 
| **Integrated Development Environment** | Not enough data | Not enough data | 
| **Offline Access** | Not enough data | Not enough data | 
| **Debugging** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Compatibility Testing** | Not enough data | Not enough data | 
| **Pre-built Templates** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Code Editing** | Not enough data | Not enough data | 

#### Functionality

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Ease of Use** | Not enough data | Not enough data | 
| **File Management** | Not enough data | Not enough data | 
| **Multi-Language Support** | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | 
| **Straight-Out-the-Box Functionality** | Not enough data | Not enough data | 
| **Help Guides** | Not enough data | Not enough data | 
| **Patching & Updates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Change Management** | Not enough data | Not enough data | 
| **Deployment Management** | Not enough data | Not enough data | 
| **Performance Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Lifecycle Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

### Artificial Intelligence

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

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 

### Data Management Software

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

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Cleansing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Data Verification** | Not enough data | Not enough data | 
| **Information Governance** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Behavior Analytics** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Interactive queries** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Master Data Management** | Not enough data | Not enough data | 
| **Task Scheduling** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Customer Database** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Full Text Search** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Data Analysis Tools** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 

### Generative AI

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

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Code Generation** | Not enough data | Not enough data | 
| **Text to Image** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Virtual Characters and Avatars** | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | Not enough data | 
| **Personalization and Recommendation** | Not enough data | Not enough data | 
| **Conditional Generation** | Not enough data | Not enough data | 
| **Transformer Model** | Not enough data | Not enough data | 
| **Automated Image & Video Editing** | Not enough data | Not enough data | 
| **Interactive and Co-Creative Systems** | Not enough data | Not enough data | 
| **Text Summarization** | Not enough data | Not enough data | 
| **Data Augmentation** | Not enough data | Not enough data | 
| **Variation Autoencoder Models** | Not enough data | Not enough data | 
| **Adversarial Training** | Not enough data | Not enough data | 
| **Transfer Learning and Fine-tuning** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | Not enough data | Not enough data | 
| **Creative Design** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Foundation Model** | Not enough data | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.8/10 | 143 |
| **Dataiku** | N/A | N/A |

#### Administration

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Modelling** | 8.9 (105 reviews) | Not enough data | 
| **Recommendations** | 8.6 (96 reviews) | Not enough data | 
| **Workflow Management** | 9.0 (100 reviews) | Not enough data | 
| **Dashboards and Visualizations** | 8.8 (106 reviews) | Not enough data | 

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Business Glossary** | 8.5 (90 reviews) | Not enough data | 
| **Data Discovery** | 8.7 (91 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 (91 reviews) | Not enough data | 

#### Compliance

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Sensitive Data Compliance** | 8.9 (102 reviews) | Not enough data | 
| **Training and Guidelines** | 8.7 (97 reviews) | Not enough data | 
| **Policy Enforcement** | 9.0 (102 reviews) | Not enough data | 
| **Compliance Monitoring** | 8.8 (98 reviews) | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Access Control** | 9.0 (96 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** | 9.1 (99 reviews) | Not enough data | 
| **Data Distribution** | 8.8 (96 reviews) | Not enough data | 
| **Data Unification** | 9.1 (104 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 | 
| **Data Storage Management** | Not enough data | 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 | 
| **Generative AI** | Not enough data | 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** | 9.0 (18 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 | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Active Directory Integration** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Archiving & Retention** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Authentication** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **HIPAA Compliant** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 218 |
| **Dataiku** | N/A | N/A |

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Reporting** | 8.7 (180 reviews) | Not enough data | 
| **Auditing** | 8.5 (169 reviews) | Not enough data | 

#### Functionality

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Extraction** | 9.1 (188 reviews) | Not enough data | 
| **Transformation** | 9.3 (192 reviews) | Not enough data | 
| **Loading** | 9.2 (182 reviews) | Not enough data | 
| **Automation** | 9.0 (177 reviews) | Not enough data | 
| **Scalability** | 9.2 (183 reviews) | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Integration Management** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Pipeline Management** | Not enough data | Not enough data | 
| **Job Scheduling** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Data Quality Control** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Accounting Integration** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **eCommerce Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **CRM** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Performance Management** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Data Analysis Tools** | Not enough data | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 102 |
| **Dataiku** | 8.5/10 | 18 |

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Language Flexibility** | 9.0 (71 reviews) | 8.2 (16 reviews) | 
| **Framework Flexibility** | 9.0 (71 reviews) | 8.8 (16 reviews) | 
| **Versioning** | 9.0 (73 reviews) | 8.6 (16 reviews) | 
| **Ease of Deployment** | 9.0 (75 reviews) | 9.0 (17 reviews) | 
| **Scalability** | 9.0 (74 reviews) | 9.1 (16 reviews) | 

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Language Flexibility** | 9.0 (69 reviews) | 7.9 (13 reviews) | 
| **Framework Flexibility** | 8.8 (68 reviews) | 8.6 (14 reviews) | 
| **Versioning** | 8.7 (73 reviews) | 8.6 (14 reviews) | 
| **Ease of Deployment** | 9.0 (74 reviews) | 9.0 (15 reviews) | 
| **Scalability** | 9.1 (72 reviews) | 8.9 (14 reviews) | 

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Cataloging** | 9.0 (71 reviews) | 7.9 (15 reviews) | 
| **Monitoring** | 8.9 (71 reviews) | 8.8 (16 reviews) | 
| **Governing** | 9.2 (68 reviews) | 8.6 (16 reviews) | 
| **Model Registry** | 9.0 (75 reviews) | 8.1 (15 reviews) | 

#### Operations

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Metrics** | 8.8 (68 reviews) | 8.7 (15 reviews) | 
| **Infrastructure management** | 9.0 (69 reviews) | 8.5 (14 reviews) | 
| **Collaboration** | 9.2 (73 reviews) | 9.0 (15 reviews) | 

#### Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Cataloging** | 8.9 (68 reviews) | 7.7 (13 reviews) | 
| **Monitoring** | 8.8 (66 reviews) | 8.6 (14 reviews) | 
| **Governing** | 9.1 (66 reviews) | 8.1 (14 reviews) | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 8.7 (35 reviews) | 8.6 (7 reviews) | 
| **AI Text Summarization** | 8.6 (35 reviews) | 8.6 (7 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.7/10 | 244 |
| **Dataiku** | 8.2/10 | 93 |

#### System

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.9 (187 reviews) | 8.6 (77 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Model Development

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Language Support** | 8.8 (196 reviews) | 8.4 (79 reviews) | 
| **Drag and Drop** | 8.1 (200 reviews) | 8.9 (82 reviews) | 
| **Pre-Built Algorithms** | 8.4 (195 reviews) | 8.6 (82 reviews) | 
| **Model Training** | 8.8 (204 reviews) | 8.6 (81 reviews) | 
| **Database Support** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 

#### Model Development

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Feature Engineering** | 8.5 (178 reviews) | 8.5 (79 reviews) | 

#### Machine/Deep Learning Services

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Computer Vision** | 8.2 (182 reviews) | 8.0 (75 reviews) | 
| **Natural Language Processing** | 8.6 (191 reviews) | 8.1 (75 reviews) | 
| **Natural Language Generation** | 8.3 (181 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 (165 reviews) | 7.8 (69 reviews) | 
| **Deep Learning** | 8.5 (167 reviews) | 8.0 (71 reviews) | 

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Managed Service** | 8.6 (187 reviews) | 8.1 (75 reviews) | 
| **Application** | 8.8 (190 reviews) | 8.3 (78 reviews) | 
| **Scalability** | 9.0 (200 reviews) | 8.4 (77 reviews) | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Customizable Reports** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Semantic Search** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Categorization/Grouping** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Data Profiling** | Not enough data | Not enough data | 
| **Linked Data Management** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Text Mining** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Endpoint Management** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **ML Algorithm Library** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 8.4 (94 reviews) | 8.1 (61 reviews) | 
| **AI Text Summarization** | 8.5 (94 reviews) | 8.1 (61 reviews) | 
| **AI Text-to-Image** | 7.8 (92 reviews) | 7.8 (60 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 

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

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Autonomous Task Execution** | 9.4 (15 reviews) | Not enough data | 
| **Multi-step Planning** | 9.1 (13 reviews) | Not enough data | 
| **Cross-system Integration** | 9.0 (15 reviews) | Not enough data | 
| **Adaptive Learning** | 9.0 (14 reviews) | Not enough data | 
| **Natural Language Interaction** | 9.5 (17 reviews) | Not enough data | 
| **Proactive Assistance** | 9.5 (14 reviews) | Not enough data | 
| **Decision Making** | 9.6 (14 reviews) | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

### Data Warehouse

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 244 |
| **Dataiku** | N/A | N/A |

#### Data Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Integration** | 9.1 (203 reviews) ✓ Verified | Not enough data | 
| **Data Compression** | 8.9 (187 reviews) ✓ Verified | Not enough data | 
| **Data Quality** | 8.9 (193 reviews) ✓ Verified | Not enough data | 
| **Built-In Data Analytics** | 8.8 (189 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 (191 reviews) ✓ Verified | Not enough data | 
| **BI Tool Integration** | 8.8 (174 reviews) ✓ Verified | Not enough data | 
| **Data lake Integration** | 9.1 (187 reviews) ✓ Verified | Not enough data | 

#### Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **On-Premise** | 8.0 (164 reviews) ✓ Verified | Not enough data | 
| **Cloud** | 9.2 (189 reviews) ✓ Verified | Not enough data | 

#### Performance 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Scalability** | 9.2 (197 reviews) ✓ Verified | Not enough data | 

#### Security

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Governance** | 8.9 (189 reviews) ✓ Verified | Not enough data | 
| **Data Security** | 9.0 (176 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 | 
| **Generative AI** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Parallel Processing** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **In-Database Processing** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Match & Merge** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **In-Memory Processing** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | 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 | 
| **Multi-Language** | 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 | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | 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 | 
| **Drag & Drop Editor** | Not enough data | Not enough data | 
| **Human-in-the-loop (HITL)** | 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 | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Agent Collaboration** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Feedback Management** | Not enough data | Not enough data | 
| **For No-Code Development** | Not enough data | Not enough data | 
| **Version Control** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Dynamic Modeling** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Memory Management** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 
| **Cost Management** | Not enough data | Not enough data | 
| **Scheduling** | Not enough data | Not enough data | 
| **Natural Language Interface** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Multiple LLM Models** | Not enough data | Not enough data | 
| **Integration Management** | Not enough data | Not enough data | 
| **Customizable Frameworks** | Not enough data | Not enough data | 
| **Pre-built Templates** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Intent Recognition** | Not enough data | Not enough data | 
| **Contextual Guidance** | Not enough data | Not enough data | 
| **Rules-Based Workflow** | Not enough data | Not enough data | 
| **Attended Automation** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Sales/Marketing** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Business Process Automation** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 
| **Code-free Development** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Automated Responses** | Not enough data | Not enough data | 
| **Knowledge Management** | Not enough data | Not enough data | 
| **Transfers/Routing** | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customer Experience Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Customer Engagement** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Unattended Automation** | Not enough data | Not enough data | 
| **Conversation Intelligence** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.1/10 | 101 |
| **Dataiku** | N/A | N/A |

#### Data Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Integration** | 9.1 (78 reviews) | Not enough data | 
| **Metadata** | 8.8 (79 reviews) | Not enough data | 
| **Self-service** | 8.9 (75 reviews) | Not enough data | 
| **Automated workflows** | 9.2 (77 reviews) | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Autonomous Task Execution** | 9.4 (15 reviews) | Not enough data | 
| **Multi-step Planning** | 9.4 (13 reviews) | Not enough data | 
| **Cross-system Integration** | 9.4 (16 reviews) | Not enough data | 
| **Adaptive Learning** | 9.4 (14 reviews) | Not enough data | 
| **Decision Making** | 9.6 (14 reviews) | Not enough data | 

#### Analytics

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Analytics capabilities** | 9.0 (78 reviews) | Not enough data | 
| **Dasboard visualizations** | 8.7 (74 reviews) | Not enough data | 

#### Monitoring and Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Observability** | 8.7 (74 reviews) | Not enough data | 
| **Testing capabilities** | 8.7 (75 reviews) | Not enough data | 

#### Cloud Deployment

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Hybrid cloud support** | 9.1 (69 reviews) | Not enough data | 
| **Cloud migration capabilities** | 9.1 (70 reviews) | Not enough data | 

#### Generative AI

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Text Generation** | 9.1 (42 reviews) | Not enough data | 
| **AI Text Summarization** | 9.0 (42 reviews) | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.8/10 | 13 |
| **Dataiku** | 7.5/10 | 35 |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI High Availability** | 10.0 (5 reviews) | 8.0 (18 reviews) | 
| **AI Model Training Scalability** | 10.0 (10 reviews) | 7.5 (22 reviews) | 
| **AI Inference Speed** | 10.0 (6 reviews) | 7.2 (19 reviews) | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Cost per API Call** | 10.0 (5 reviews) | 7.0 (17 reviews) | 
| **AI Resource Allocation Flexibility** | 9.3 (7 reviews) | 7.6 (11 reviews) | 
| **AI Energy Efficiency** | 10.0 (5 reviews) | 8.1 (9 reviews) | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Multi-cloud Support** | 9.0 (7 reviews) | 7.6 (18 reviews) | 
| **AI Data Pipeline Integration** | 10.0 (7 reviews) | 8.3 (24 reviews) | 
| **AI API Support and Flexibility** | 10.0 (5 reviews) | 7.5 (17 reviews) | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | 10.0 (5 reviews) | 7.6 (18 reviews) | 
| **AI Role-based Access Control** | 9.7 (5 reviews) | 7.4 (16 reviews) | 
| **AI Data Encryption** | 10.0 (5 reviews) | 7.7 (16 reviews) | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Databricks | Dataiku | 
|---|---|---|
| **AI Documentation Quality** | 10.0 (7 reviews) | 6.9 (24 reviews) | 
| **AI Community Activity** | 9.7 (5 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) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### 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) | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Predictive Modeling** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Endpoint Management** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **ML Algorithm Library** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 

### Large Language Model Operationalization (LLMOps)

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

#### 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 | 7.8 (13 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** | 10.0/10 | 7 |
| **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 | 
| **API Security** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **Authentication** | 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 | 
| **Multimedia Support** | Not enough data | Not enough data | 
| **Multi-Modal Input Support** | Not enough data | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Analytics & Reporting** | 10.0 (5 reviews) | 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 | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Version Control** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 
| **Personalization** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Webhooks** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Fallback Handling** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Multiple LLM Models** | Not enough data | Not enough data | 
| **Built-in AI Assistant** | Not enough data | Not enough data | 
| **Automated Testing** | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Pre-built Templates** | Not enough data | Not enough data | 
| **Agent Design Tools** | Not enough data | Not enough data | 
| **Deep Learning** | Not enough data | Not enough data | 
| **Model Training** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Debugging** | Not enough data | Not enough data | 
| **Deployment Management** | 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) | 
| **Time Series Analysis** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 

#### 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) | 
| **Customizable Reports** | Not enough data | Not enough data | 

#### 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) | 
| **Generative AI** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Demand Forecasting** | Not enough data | Not enough data | 
| **AI/Machine Learning** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **For Healthcare** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Decision Support** | Not enough data | Not enough data | 
| **Modeling & Simulation** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Retail** | Not enough data | Not enough data | 
| **For Education** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Graphical Workflow Editor** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Business Rules Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Clustering** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 

### Database as a Service (DBaaS)

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

#### Configuration

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Application Performance** | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | 
| **Database Monitoring** | Not enough data | Not enough data | 
| **Anomaly Detection** | Not enough data | Not enough data | 
| **Network Security** | Not enough data | Not enough data | 

#### Database Administration

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Provisioning** | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 

#### Availability

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Scalability** | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | 
| **Archiving** | Not enough data | Not enough data | 
| **Indexing** | Not enough data | Not enough data | 

#### Security

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Masking** | Not enough data | Not enough data | 
| **Authentication And Single Sign-On** | Not enough data | Not enough data | 
| **Data Anonymization** | Not enough data | Not enough data | 

#### Data Management

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Replication** | Not enough data | Not enough data | 
| **Advanced Data Analytics** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 9.0/10 | 536 |
| **Dataiku** | N/A | N/A |

#### Database

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Real-Time Data Collection** | 8.8 (259 reviews) | Not enough data | 
| **Data Distribution** | 9.0 (255 reviews) | Not enough data | 
| **Data Lake** | 9.4 (337 reviews) | Not enough data | 

#### Integrations

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Hadoop Integration** | 8.3 (224 reviews) | Not enough data | 
| **Spark Integration** | 9.1 (302 reviews) | Not enough data | 

#### Platform

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Machine Scaling** | 9.0 (331 reviews) | Not enough data | 
| **Data Preparation** | 9.1 (320 reviews) | Not enough data | 
| **Spark Integration** | 9.1 (302 reviews) | Not enough data | 

#### Processing

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Cloud Processing** | 9.1 (297 reviews) | Not enough data | 
| **Workload Processing** | 9.1 (302 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Databricks** | 8.9/10 | 286 |
| **Dataiku** | 8.7/10 | 48 |

#### Data Transformation

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Real-Time Analytics** | 8.9 (232 reviews) | 8.6 (45 reviews) | 
| **Data Querying** | 9.1 (245 reviews) | 9.2 (40 reviews) | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Connectivity

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Hadoop Integration** | 8.7 (210 reviews) | 8.2 (39 reviews) | 
| **Spark Integration** | 9.2 (236 reviews) | 8.3 (41 reviews) | 
| **Multi-Source Analysis** | 9.0 (229 reviews) | 8.8 (42 reviews) | 
| **Data Lake** | 9.2 (236 reviews) | 8.9 (45 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **What-if Analysis** | Not enough data | Not enough data | 
| **Statistical Analysis** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Operations

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Visualization** | 8.5 (233 reviews) | 8.1 (43 reviews) | 
| **Data Workflow** | 8.9 (239 reviews) | 9.1 (42 reviews) | 
| **Governed Discovery** | 8.6 (222 reviews) | 8.7 (41 reviews) | 
| **Embedded Analytics** | 8.7 (215 reviews) | 8.7 (41 reviews) | 
| **Notebooks** | 9.3 (240 reviews) | 8.9 (36 reviews) | 
| **Data Discovery** | Not enough data | Not enough data | 

#### 

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Warehousing** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Data Transformation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Cleansing** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Security** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 
| **High Volume Processing** | Not enough data | Not enough data | 
| **Database Support** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

### 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** | 8.7/10 | 362 |
| **Dataiku** | 8.7/10 | 96 |

#### Building Reports

| Feature | Databricks | Dataiku | 
|---|---|---|
| **Data Transformation** | 9.3 (222 reviews) | 8.5 (94 reviews) | 
| **Data Modeling** | 9.0 (221 reviews) | 8.6 (91 reviews) | 
| **WYSIWYG Report Design** | 7.8 (174 reviews) | 7.8 (86 reviews) | 
| **Integration APIs** | 8.7 (224 reviews) | 8.1 (90 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### 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 | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | 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 (10):** [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), [AI Gateways Software](https://www.g2.com/categories/ai-gateways), [Application Development Platforms ](https://www.g2.com/categories/application-development-platforms), [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Data Management Software](https://www.g2.com/categories/data-management-software), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**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** | 14.6% | 17.2% | 
| **Mid-Market** | 37.5% | 20.1% | 
| **Enterprise** | 47.9% | 62.7% | 

### By Industry

#### Databricks

- **Information Technology and Services:** 12.5%
- **Financial Services:** 12.3%
- **Computer Software:** 8.0%
- **Consulting:** 4.9%
- **Manufacturing:** 4.5%
- **Hospital & Health Care:** 4.4%
- **Retail:** 3.9%
- **Airlines/Aviation:** 3.3%
- **Oil & Energy:** 3.0%
- **Insurance:** 2.9%
- **Other:** 40.3%

#### Dataiku

- **Financial Services:** 14.0%
- **Pharmaceuticals:** 7.5%
- **Airlines/Aviation:** 7.0%
- **Manufacturing:** 6.0%
- **Retail:** 5.5%
- **Information Technology and Services:** 5.5%
- **Consulting:** 5.0%
- **Oil & Energy:** 4.5%
- **Insurance:** 4.5%
- **Banking:** 4.0%
- **Other:** 36.5%

---
## Alternatives

### Alternatives to Databricks

- [Cloudera](https://www.g2.com/products/cloudera/reviews) — 4.1/5 stars (136 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (763 reviews)
- [Teradata Autonomous Knowledge Platform](https://www.g2.com/products/teradata-autonomous-knowledge-platform/reviews) — 4.3/5 stars (376 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1223 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (891 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (739 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 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 (817 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (209 reviews)

### Alternatives to Dataiku

- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (739 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (891 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (531 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.5/5 stars (104 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 (3784 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1062 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 (57 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (817 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, 1 upvote
  > **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)