# Dataiku vs Microsoft Fabric Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Dataiku excels in user experience, particularly with its graphical user interface, which allows users to manage code and datasets visually. This feature has been highlighted as making the platform very soothing to use, especially for those looking to quickly prototype and launch their MVPs.
- **Users say** that Microsoft Fabric stands out for its seamless integration of various data services, including data engineering, ETL, and analytics. Reviewers appreciate how this unified platform reduces data movement and enhances efficiency, making it a strong choice for comprehensive data projects.
- **According to verified reviews** , Dataiku offers a free entry-level price, which is appealing for organizations looking to explore AI capabilities without initial investment. This accessibility is a significant advantage for teams wanting to get started with AI integration.
- **Reviewers mention** that Microsoft Fabric's quality of support is notably high, with users praising the responsiveness and helpfulness of the support team. This can be a crucial factor for businesses that require reliable assistance during implementation and ongoing use.
- **G2 reviewers highlight** that while Dataiku has a strong presence in the enterprise market, it has fewer recent reviews compared to Microsoft Fabric. This could suggest that while Dataiku is well-regarded, the feedback may not reflect the most current user experiences as effectively as Microsoft Fabric's more recent reviews.
- **Users report** that both platforms have strong scalability features, but Microsoft Fabric edges out with slightly higher ratings in this area. This makes it a more attractive option for organizations anticipating growth and needing a solution that can scale with their data needs.



| | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 198 | 43 | 
| **Largest Market Segment** | Enterprise (61.7% of reviews) | Enterprise (39.0% of reviews) | 
| **Entry Level Price** | Free 3 Users | No pricing available | 

---
## Top Pros & Cons

### Dataiku

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

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

### Microsoft Fabric

Pros:
- Ease of Use (17 reviews)
- Customer Support (8 reviews)

Cons:
- Learning Curve (4 reviews)
- Feature Limitations (3 reviews)

---
## Ratings Comparison
| Rating | Dataiku | Microsoft Fabric | 
|---|---|---|
  | **Meets Requirements** | 8.7 (176 reviews) | 9.4 (36 reviews) | 
  | **Ease of Use** | 8.8 (175 reviews) | 9.0 (37 reviews) | 
  | **Ease of Setup** | 8.1 (136 reviews) | 8.9 (20 reviews) | 
  | **Ease of Admin** | 8.0 (61 reviews) | 8.7 (9 reviews) | 
  | **Quality of Support** | 8.5 (160 reviews) | 9.1 (36 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (61 reviews) | 9.4 (9 reviews) | 
  | **Product Direction (% positive)** | 9.0 (173 reviews) | 9.7 (36 reviews) | 

---
## Pricing

### Dataiku

#### Entry-Level Pricing

Plan: Install Dataiku on Your Infrastructure

Price: Free 3 Users

Description: Download Free Edition on Mac, Linux, or virtual machine | Collaborate with up to 3 users | Prepare data and build basic data projects and apps (no deployment, automation, governance)

Key Features:
- Visual Data Prep & AutoML
- Full Code (Python, R) Data Prep & ML
- The LLM Mesh

[Browse all 3 editions](https://www.g2.com/products/dataiku/pricing)

#### Free Trial

Yes

### Microsoft Fabric

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.1/10 | 99 |
| **Microsoft Fabric** | N/A | N/A |

#### Reports

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Reports Interface** | 7.8 (76 reviews) | Not enough data | 
| **Steps to Answer** | 7.7 (75 reviews) | Not enough data | 
| **Graphs and Charts** | 7.5 (76 reviews) | Not enough data | 
| **Score Cards** | 7.5 (74 reviews) | Not enough data | 
| **Dashboards** | 7.6 (76 reviews) | Not enough data | 

#### Data Preparation

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Connectors** | 8.7 (65 reviews) | Not enough data | 
| **Data Governance** | 8.2 (63 reviews) | Not enough data | 

#### Data Modeling and Blending

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Data Querying** | 8.6 (62 reviews) | Not enough data | 
| **Data Filtering** | 8.6 (62 reviews) | Not enough data | 
| **Data Blending** | 8.7 (62 reviews) | Not enough data | 

#### Generative AI

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI Text Generation** | 7.9 (51 reviews) | Not enough data | 
| **AI Text Summarization** | 8.0 (50 reviews) | Not enough data | 

#### Agentic AI - Analytics Platforms

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

#### Self Service 

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Calculated Fields** | 8.2 (76 reviews) | Not enough data | 
| **Data Column Filtering** | 8.6 (75 reviews) | Not enough data | 
| **Data Discovery** | 8.4 (75 reviews) | Not enough data | 
| **Search** | 7.9 (74 reviews) | Not enough data | 
| **Collaboration / Workflow** | 8.7 (74 reviews) | Not enough data | 
| **Automodeling** | 8.1 (74 reviews) | Not enough data | 

#### Deployment & Integration - Analytics Platforms

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

#### Advanced Analytics

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Predictive Analytics** | 8.4 (74 reviews) | Not enough data | 
| **Data Visualization** | 7.8 (76 reviews) | Not enough data | 
| **Big Data Services** | 8.0 (74 reviews) | Not enough data | 

#### Performance & Scalability - Analytics Platforms

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

#### Advanced Analytics & Modeling - Analytics Platforms

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

#### Agentic AI Capabilities - Analytics Platforms

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

#### Personalized Intelligence - Analytics Platforms

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

#### Building Reports

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Data Transformation** | 8.5 (92 reviews) | Not enough data | 
| **Data Modeling** | 8.6 (89 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.7 (85 reviews) | Not enough data | 
| **Integration APIs** | 8.1 (89 reviews) | Not enough data | 

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.4/10 | 15 |
| **Microsoft Fabric** | 8.9/10 | 25 |

#### Deployment

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Language Flexibility** | 8.1 (15 reviews) | 9.1 (21 reviews) | 
| **Framework Flexibility** | 8.7 (15 reviews) | 8.9 (20 reviews) | 
| **Versioning** | 8.6 (15 reviews) | 8.9 (19 reviews) | 
| **Ease of Deployment** | 8.9 (15 reviews) | 8.7 (21 reviews) | 
| **Scalability** | 9.0 (15 reviews) | 9.3 (21 reviews) | 

#### Deployment

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Language Flexibility** | 7.8 (12 reviews) | 8.7 (19 reviews) | 
| **Framework Flexibility** | 8.5 (13 reviews) | 9.4 (18 reviews) | 
| **Versioning** | 8.5 (13 reviews) | 9.0 (20 reviews) | 
| **Ease of Deployment** | 8.8 (13 reviews) | 9.3 (18 reviews) | 
| **Scalability** | 8.8 (13 reviews) | 9.3 (17 reviews) | 

#### Management

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Cataloging** | 7.6 (13 reviews) | 8.8 (18 reviews) | 
| **Monitoring** | 8.5 (13 reviews) | 8.9 (19 reviews) | 
| **Governing** | 8.3 (13 reviews) | 9.0 (19 reviews) | 
| **Model Registry** | 7.8 (13 reviews) | 9.1 (17 reviews) | 

#### Operations

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Metrics** | 8.5 (13 reviews) | 8.9 (18 reviews) | 
| **Infrastructure management** | 8.3 (13 reviews) | 9.0 (19 reviews) | 
| **Collaboration** | 8.8 (13 reviews) | 9.2 (20 reviews) | 

#### Management

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Cataloging** | 7.5 (12 reviews) | 8.7 (17 reviews) | 
| **Monitoring** | 8.5 (13 reviews) | 8.8 (16 reviews) | 
| **Governing** | 7.9 (13 reviews) | 8.8 (16 reviews) | 

#### Generative AI

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI Text Generation** | 8.3 (6 reviews) | 7.9 (15 reviews) | 
| **AI Text Summarization** | 8.3 (6 reviews) | 8.2 (16 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.2/10 | 89 |
| **Microsoft Fabric** | N/A | N/A |

#### System

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (75 reviews) | Not enough data | 

#### Model Development

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Language Support** | 8.4 (78 reviews) | Not enough data | 
| **Drag and Drop** | 8.8 (78 reviews) | Not enough data | 
| **Pre-Built Algorithms** | 8.6 (78 reviews) | Not enough data | 
| **Model Training** | 8.5 (77 reviews) | Not enough data | 

#### Model Development

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Feature Engineering** | 8.5 (78 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Computer Vision** | 8.0 (74 reviews) | Not enough data | 
| **Natural Language Processing** | 8.1 (74 reviews) | Not enough data | 
| **Natural Language Generation** | 7.9 (73 reviews) | Not enough data | 
| **Artificial Neural Networks** | 7.9 (72 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Natural Language Understanding** | 7.7 (68 reviews) | Not enough data | 
| **Deep Learning** | 8.0 (70 reviews) | Not enough data | 

#### Deployment

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Managed Service** | 8.1 (74 reviews) | Not enough data | 
| **Application** | 8.2 (77 reviews) | Not enough data | 
| **Scalability** | 8.3 (76 reviews) | Not enough data | 

#### Generative AI

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI Text Generation** | 8.1 (60 reviews) | Not enough data | 
| **AI Text Summarization** | 8.0 (60 reviews) | Not enough data | 
| **AI Text-to-Image** | 7.7 (59 reviews) | Not enough data | 

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

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

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Microsoft Fabric** | N/A | N/A |

#### Responses

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

#### Automation - AI Agents

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

#### Platform

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

#### Autonomy -  AI Agents

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

#### Generative AI

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

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 7.3/10 | 25 |
| **Microsoft Fabric** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI High Availability** | 7.9 (17 reviews) | Not enough data | 
| **AI Model Training Scalability** | 7.5 (18 reviews) | Not enough data | 
| **AI Inference Speed** | 7.2 (16 reviews) | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI Cost per API Call** | 6.8 (16 reviews) | Not enough data | 
| **AI Resource Allocation Flexibility** | 7.3 (8 reviews) | Not enough data | 
| **AI Energy Efficiency** | 7.9 (8 reviews) | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI Multi-cloud Support** | 7.3 (16 reviews) | Not enough data | 
| **AI Data Pipeline Integration** | 7.5 (17 reviews) | Not enough data | 
| **AI API Support and Flexibility** | 7.2 (15 reviews) | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | 7.1 (15 reviews) | Not enough data | 
| **AI Role-based Access Control** | 7.2 (15 reviews) | Not enough data | 
| **AI Data Encryption** | 7.6 (15 reviews) | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI Documentation Quality** | 7.0 (17 reviews) | Not enough data | 
| **AI Community Activity** | 6.9 (15 reviews) | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.2/10 | 29 |
| **Microsoft Fabric** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Integration** | 8.7 (26 reviews) | Not enough data | 

#### Learning - Machine Learning

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Training Data** | 8.3 (27 reviews) | Not enough data | 
| **Actionable Insights** | 7.9 (28 reviews) | Not enough data | 
| **Algorithm** | 8.0 (28 reviews) | Not enough data | 

### Large Language Model Operationalization (LLMOps)

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 7.5/10 | 11 |
| **Microsoft Fabric** | N/A | N/A |

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Prompt Optimization Tools** | 8.3 (11 reviews) | Not enough data | 
| **Template Library** | 7.9 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Batch Processing Support** | 7.1 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Model Comparison Dashboard** | 7.7 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Fine-Tuning Interface** | 7.6 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **SDK & API Integrations** | 7.9 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **One-Click Deployment** | 8.5 (11 reviews) | Not enough data | 
| **Scalability Management** | 7.7 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Content Moderation Rules** | 6.8 (11 reviews) | Not enough data | 
| **Policy Compliance Checker** | 6.7 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Drift Detection Alerts** | 7.3 (11 reviews) | Not enough data | 
| **Real-Time Performance Metrics** | 7.4 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Data Encryption Tools** | 7.6 (11 reviews) | Not enough data | 
| **Access Control Management** | 7.4 (11 reviews) | Not enough data | 

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Request Routing Optimization** | 7.1 (11 reviews) | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Microsoft Fabric** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Microsoft Fabric** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

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

#### Performance Optimization & Analytics - AI Orchestration

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

#### Governance & Compliance Controls - AI Orchestration

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

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Microsoft Fabric** | N/A | N/A |

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

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.3/10 | 39 |
| **Microsoft Fabric** | N/A | N/A |

#### Statistical Tool

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Scripting** | 8.2 (35 reviews) | Not enough data | 
| **Data Mining** | 8.5 (35 reviews) | Not enough data | 
| **Algorithms** | 8.0 (35 reviews) | Not enough data | 

#### Data Analysis

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Analysis** | 8.5 (37 reviews) | Not enough data | 
| **Data Interaction** | 8.8 (37 reviews) | Not enough data | 

#### Decision Making

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Modeling** | 8.6 (35 reviews) | Not enough data | 
| **Data Visualizations** | 7.9 (36 reviews) | Not enough data | 
| **Report Generation** | 7.8 (35 reviews) | Not enough data | 
| **Data Unification** | 8.6 (36 reviews) | Not enough data | 

#### Generative AI

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **AI Text Generation** | 8.6 (20 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (20 reviews) | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.7/10 | 47 |
| **Microsoft Fabric** | N/A | N/A |

#### Data Transformation

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Real-Time Analytics** | 8.5 (44 reviews) | Not enough data | 
| **Data Querying** | 9.2 (39 reviews) | Not enough data | 

#### Connectivity

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Hadoop Integration** | 8.2 (38 reviews) | Not enough data | 
| **Spark Integration** | 8.3 (40 reviews) | Not enough data | 
| **Multi-Source Analysis** | 8.7 (41 reviews) | Not enough data | 
| **Data Lake** | 8.9 (44 reviews) | Not enough data | 

#### Operations

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Data Visualization** | 8.1 (42 reviews) | Not enough data | 
| **Data Workflow** | 9.1 (41 reviews) | Not enough data | 
| **Governed Discovery** | 8.7 (40 reviews) | Not enough data | 
| **Embedded Analytics** | 8.6 (40 reviews) | Not enough data | 
| **Notebooks** | 8.9 (35 reviews) | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Microsoft Fabric** | N/A | N/A |

#### Agentic AI - AI Agents

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

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.7/10 | 94 |
| **Microsoft Fabric** | N/A | N/A |

#### Building Reports

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Data Transformation** | 8.5 (92 reviews) | Not enough data | 
| **Data Modeling** | 8.6 (89 reviews) | Not enough data | 
| **WYSIWYG Report Design** | 7.7 (85 reviews) | Not enough data | 
| **Integration APIs** | 8.1 (89 reviews) | Not enough data | 

#### Platform

| Feature | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms)

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



---
## Reviewer Demographics

### By Company Size

| Segment | Dataiku | Microsoft Fabric | 
|---|---|---|
| **Small-Business** | 18.0% | 24.4% | 
| **Mid-Market** | 20.2% | 36.6% | 
| **Enterprise** | 61.7% | 39.0% | 

### By Industry

#### Dataiku

- **Financial Services:** 14.9%
- **Pharmaceuticals:** 7.7%
- **Manufacturing:** 5.5%
- **Retail:** 5.5%
- **Consulting:** 5.0%
- **Information Technology and Services:** 5.0%
- **Insurance:** 5.0%
- **Banking:** 4.4%
- **Oil & Energy:** 4.4%
- **Airlines/Aviation:** 3.3%
- **Other:** 39.2%

#### Microsoft Fabric

- **Information Technology and Services:** 19.5%
- **Insurance:** 14.6%
- **Manufacturing:** 7.3%
- **Education Management:** 7.3%
- **Commercial Real Estate:** 4.9%
- **Marketing and Advertising:** 4.9%
- **Electrical/Electronic Manufacturing:** 4.9%
- **Food & Beverages:** 4.9%
- **Architecture & Planning:** 2.4%
- **Civic & Social Organization:** 2.4%
- **Other:** 26.8%

---
## Alternatives

### Alternatives to Dataiku

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 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 (3650 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 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) — 4.2/5 stars (53 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)

### Alternatives to Microsoft Fabric

- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (768 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (743 reviews)
- [Saturn Cloud](https://www.g2.com/products/saturn-cloud-saturn-cloud/reviews) — 4.8/5 stars (320 reviews)
- [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.9/5 stars (281 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews)
- [IBM watsonx.ai](https://www.g2.com/products/ibm-watsonx-ai/reviews) — 4.4/5 stars (143 reviews)
- [Roboflow](https://www.g2.com/products/roboflow/reviews) — 4.7/5 stars (145 reviews)

---
## Top Discussions

### Dataiku

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

- 25 types of interactive charts

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

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

### Microsoft Fabric

No discussions available for this product.

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