# Dataiku, Iguazio vs Cloudways Comparison

| | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.8 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 214 | 4 | 1,126 | 
| **Largest Market Segment** | Enterprise (60.9% of reviews) | Mid-Market (50.0% of reviews) | Small-Business (91.9% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | $11.00 | 

---
## Top Pros & Cons

### Dataiku

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

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

### Iguazio

Pros:
- AI Capabilities (1 reviews)
- AI Integration (1 reviews)

Cons:
- Complexity (1 reviews)
- Cost Transparency (1 reviews)

### Cloudways

Pros:
- Ease of Use (151 reviews)
- Customer Support (122 reviews)

Cons:
- Expensive (51 reviews)
- Pricing Issues (44 reviews)

---
## Ratings Comparison
| Rating | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
  | **Meets Requirements** | 8.7 (184 reviews) | Not enough data | 9.2 (958 reviews) | 
  | **Ease of Use** | 8.7 (183 reviews) | Not enough data | 9.1 (970 reviews) | 
  | **Ease of Setup** | 8.1 (144 reviews) | Not enough data | 9.1 (771 reviews) | 
  | **Ease of Admin** | 8.0 (61 reviews) | Not enough data | 9.1 (637 reviews) | 
  | **Quality of Support** | 8.6 (167 reviews) | Not enough data | 9.2 (928 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (61 reviews) | Not enough data | 9.3 (627 reviews) | 
  | **Product Direction (% positive)** | 8.9 (179 reviews) | Not enough data | 9.2 (935 reviews) | 

---
## Pricing

### Dataiku

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Iguazio

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Cloudways

#### Entry-Level Pricing

Plan:   Managed Digital Ocean 1GB - Standard

Price: $11.00

Description: 1GB RAM, 1 Core Processor 

Key Features:
- 25GB Storage 
- 1TB Bandwidth
- Cloudflare Add-on

[Browse all 23 editions](https://www.g2.com/products/cloudways/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.1/10 | 100 |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Reports

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

#### Data Preparation

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

#### Data Modeling and Blending

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

#### Generative AI

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

#### Agentic AI - Analytics Platforms

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

#### Self Service 

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

#### Deployment & Integration - Analytics Platforms

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

#### Advanced Analytics

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

#### Performance & Scalability - Analytics Platforms

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

#### Advanced Analytics & Modeling - Analytics Platforms

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

#### Agentic AI Capabilities - Analytics Platforms

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

#### Personalized Intelligence - Analytics Platforms

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

#### Building Reports

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

### MLOps Platforms

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

#### Deployment

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

#### Deployment

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

#### Management

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

#### Operations

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

#### Management

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

#### Generative AI

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

### WebOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | 8.9/10 | 47 |

#### Functionality

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Developer Tools** | Not enough data | Not enough data | 8.8 (41 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.5 (41 reviews) | 
| **Website Staging** | Not enough data | Not enough data | 9.1 (45 reviews) | 

#### Management

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Web Content Dedication** | Not enough data | Not enough data | 9.1 (40 reviews) | 
| **Website Hosting** | Not enough data | Not enough data | 9.2 (45 reviews) | 
| **Role-Based Permissions** | Not enough data | Not enough data | 8.5 (39 reviews) | 

#### Support

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **CMS Variety** | Not enough data | Not enough data | 8.7 (38 reviews) | 
| **Multi-CMS Support** | Not enough data | Not enough data | 8.6 (37 reviews) | 
| **Compliance** | Not enough data | Not enough data | 9.0 (35 reviews) | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.2/10 | 92 |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### System

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Data Ingestion & Wrangling** | 8.6 (77 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Language Support** | 8.4 (79 reviews) | Not enough data | Not enough data | 
| **Drag and Drop** | 8.9 (81 reviews) | Not enough data | Not enough data | 
| **Pre-Built Algorithms** | 8.6 (81 reviews) | Not enough data | Not enough data | 
| **Model Training** | 8.6 (80 reviews) | Not enough data | Not enough data | 

#### Model Development

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Feature Engineering** | 8.5 (79 reviews) | Not enough data | Not enough data | 

#### Machine/Deep Learning Services

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

#### Machine/Deep Learning Services

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

#### Deployment

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

#### Generative AI

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

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

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

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Responses

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

#### Automation - AI Agents

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

#### Platform

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

#### Autonomy -  AI Agents

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

#### Generative AI

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

### WordPress Hosting

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | 8.5/10 | 236 |

#### Performance

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Plugins and Theme support** | Not enough data | Not enough data | 8.5 (201 reviews) | 
| **Site management** | Not enough data | Not enough data | 9.1 (211 reviews) | 
| **Technical Support** | Not enough data | Not enough data | 9.1 (222 reviews) | 
| **Caching** | Not enough data | Not enough data | 8.8 (213 reviews) | 
| **Free Website Transfers** | Not enough data | Not enough data | 9.0 (201 reviews) | 

#### Security

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Backup** | Not enough data | Not enough data | 9.4 (218 reviews) | 
| **Activity monitoring** | Not enough data | Not enough data | 8.9 (208 reviews) | 
| **Malware identification and removal** | Not enough data | Not enough data | 8.1 (185 reviews) | 
| **WAF and DDoS Protectiob** | Not enough data | Not enough data | 8.4 (182 reviews) | 

#### Free Resources

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Email** | Not enough data | Not enough data | 6.8 (187 reviews) | 
| **Domain** | Not enough data | Not enough data | 6.7 (182 reviews) | 
| **SSL Certificates** | Not enough data | Not enough data | 9.3 (220 reviews) | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 7.5/10 | 29 |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

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

#### Cost and Efficiency - Generative AI Infrastructure

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

#### Integration and Extensibility - Generative AI Infrastructure

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

#### Security and Compliance - Generative AI Infrastructure

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

#### Usability and Support - Generative AI Infrastructure

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

### Cloud Web Hosting

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | 8.9/10 | 216 |

#### Performance - Cloud Web Hosting

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Caching** | Not enough data | Not enough data | 9.0 (193 reviews) | 
| **Intuitive Control Panel** | Not enough data | Not enough data | 8.9 (205 reviews) | 
| **Opering System** | Not enough data | Not enough data | 8.4 (177 reviews) | 
| **Server Redundancy** | Not enough data | Not enough data | 8.4 (174 reviews) | 

#### Support - Cloud Web Hosting

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Free SSL** | Not enough data | Not enough data | 9.5 (192 reviews) | 
| **Auto-scaling** | Not enough data | Not enough data | 8.8 (181 reviews) | 
| **Flexible Pricing - Cloud Web Hosting** | Not enough data | Not enough data | 8.7 (188 reviews) | 
| **Support** | Not enough data | Not enough data | 9.1 (197 reviews) | 

#### Security - Cloud Web Hosting

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Compliance and Certifications** | Not enough data | Not enough data | 9.0 (175 reviews) | 
| **Backup** | Not enough data | Not enough data | 9.2 (191 reviews) | 
| **Data Security** | Not enough data | Not enough data | 9.1 (179 reviews) | 

### Machine Learning

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

#### Integration - Machine Learning

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

#### Learning - Machine Learning

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

### Large Language Model Operationalization (LLMOps)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Customization - AI Agent Builders

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

#### Functionality - AI Agent Builders

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

#### Data and Analytics - AI Agent Builders

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

#### Integration - AI Agent Builders

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

### VPS Hosting Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | 8.8/10 | 390 |

#### Agentic AI - Virtual Private Servers (VPS)

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Hosting Management

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Storage Limits** | Not enough data | Not enough data | 8.7 (360 reviews) | 
| **Bandwidth Allowance** | Not enough data | Not enough data | 8.9 (365 reviews) | 
| **Email Hosting** | Not enough data | Not enough data | 7.1 (279 reviews) | 
| **Control Panel Integration** | Not enough data | Not enough data | 8.1 (328 reviews) | 
| **CMS Support** | Not enough data | Not enough data | 8.8 (327 reviews) | 
| **Web Framework Support** | Not enough data | Not enough data | 8.5 (290 reviews) | 
| **E-Commerce Integration** | Not enough data | Not enough data | 8.7 (300 reviews) | 
| **File Management** | Not enough data | Not enough data | 8.3 (321 reviews) | 
| **Database Support** | Not enough data | Not enough data | 8.7 (337 reviews) | 
| **Security Tools** | Not enough data | Not enough data | 9.0 (336 reviews) | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Agentic AI - AWS Marketplace

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

### AI Orchestration

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Workflow Design & Integration - AI Orchestration

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

#### Performance Optimization & Analytics - AI Orchestration

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

#### Governance & Compliance Controls - AI Orchestration

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

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

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

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

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

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

### Predictive Analytics

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

#### Statistical Tool

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

#### Data Analysis

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

#### Decision Making

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

#### Generative AI

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

### Cloud Platform as a Service (PaaS)

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | 9.0/10 | 107 |

#### Development

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Application Deployment** | Not enough data | Not enough data | 9.1 (95 reviews) | 
| **Development Tools** | Not enough data | Not enough data | 8.8 (87 reviews) | 
| **Development Environment** | Not enough data | Not enough data | 8.7 (87 reviews) | 
| **Language Support** | Not enough data | Not enough data | 8.8 (89 reviews) | 
| **Testing** | Not enough data | Not enough data | 8.8 (87 reviews) | 

#### Database

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | 8.9 (95 reviews) | 
| **Analytics** | Not enough data | Not enough data | 8.8 (89 reviews) | 
| **Auto Scaling** | Not enough data | Not enough data | 9.0 (85 reviews) | 
| **Backup / Recovery** | Not enough data | Not enough data | 9.1 (98 reviews) | 
| **Storage** | Not enough data | Not enough data | 9.2 (97 reviews) | 

#### Infrastructure

| Feature | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Networking** | Not enough data | Not enough data | 9.3 (89 reviews) | 
| **Virtual Machines** | Not enough data | Not enough data | 8.9 (92 reviews) | 
| **Security** | Not enough data | Not enough data | 9.1 (95 reviews) | 

### Big Data Analytics

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

#### Data Transformation

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

#### Connectivity

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

#### Operations

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

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | N/A | N/A |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Agentic AI - AI Agents

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

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Dataiku** | 8.7/10 | 95 |
| **Iguazio** | N/A | N/A |
| **Cloudways** | N/A | N/A |

#### Building Reports

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

#### Platform

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

---
## Categories

**Unique to Dataiku (13):** [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms), [AI Orchestration Software](https://www.g2.com/categories/ai-orchestration), [Large Language Model Operationalization (LLMOps) Software](https://www.g2.com/categories/large-language-model-operationalization-llmops), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders)

**Unique to Iguazio (3):** [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Cloud Platform as a Service (PaaS) Software](https://www.g2.com/categories/cloud-platform-as-a-service-paas), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Cloudways (6):** [Managed Hosting Platforms](https://www.g2.com/categories/managed-hosting), [WordPress Hosting Platforms](https://www.g2.com/categories/wordpress-hosting), [Cloud Web Hosting Platforms](https://www.g2.com/categories/cloud-web-hosting), [WebOps Platforms](https://www.g2.com/categories/webops-platforms), [VPS Hosting Platforms](https://www.g2.com/categories/vps-hosting-platforms), [Cloud Platform as a Service (PaaS) Software](https://www.g2.com/categories/cloud-platform-as-a-service-paas)


---
## Reviewer Demographics

### By Company Size

| Segment | Dataiku | Iguazio | Cloudways | 
|---|---|---|---|
| **Small-Business** | 18.3% | 25.0% | 91.9% | 
| **Mid-Market** | 20.8% | 50.0% | 6.7% | 
| **Enterprise** | 60.9% | 25.0% | 1.5% | 

### By Industry

#### Dataiku

- **Financial Services:** 14.2%
- **Pharmaceuticals:** 7.9%
- **Manufacturing:** 5.8%
- **Retail:** 5.8%
- **Information Technology and Services:** 5.8%
- **Consulting:** 5.3%
- **Insurance:** 4.7%
- **Banking:** 4.2%
- **Oil & Energy:** 4.2%
- **Airlines/Aviation:** 3.7%
- **Other:** 38.4%

#### Iguazio

- **Telecommunications:** 25.0%
- **Staffing and Recruiting:** 25.0%
- **Industrial Automation:** 25.0%
- **Computer Software:** 25.0%

#### Cloudways

- **Marketing and Advertising:** 15.3%
- **Information Technology and Services:** 13.4%
- **Computer Software:** 8.3%
- **Design:** 5.1%
- **Retail:** 5.0%
- **Internet:** 4.0%
- **Online Media:** 2.6%
- **Information Services:** 2.3%
- **Education Management:** 2.2%
- **Health, Wellness and Fitness:** 2.0%
- **Other:** 39.8%

---
## Alternatives

### Alternatives to Dataiku

- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (839 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.5/5 stars (91 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1334 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 (3692 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1011 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.3/5 stars (56 reviews)

### Alternatives to Iguazio

- [Kinsta](https://www.g2.com/products/kinsta/reviews) — 4.8/5 stars (1455 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (1334 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4006 reviews)
- [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (800 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (659 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [AWS Lambda](https://www.g2.com/products/aws-lambda/reviews) — 4.6/5 stars (1039 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1011 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (839 reviews)

### Alternatives to Cloudways

- [Hostinger](https://www.g2.com/products/hostinger/reviews) — 4.4/5 stars (819 reviews)
- [SiteGround](https://www.g2.com/products/siteground/reviews) — 4.2/5 stars (295 reviews)
- [Kinsta](https://www.g2.com/products/kinsta/reviews) — 4.8/5 stars (1455 reviews)
- [Pantheon](https://www.g2.com/products/pantheon/reviews) — 4.4/5 stars (723 reviews)
- [Hostwinds](https://www.g2.com/products/hostwinds/reviews) — 4.9/5 stars (438 reviews)
- [WP Engine](https://www.g2.com/products/wp-engine/reviews) — 4.6/5 stars (350 reviews)
- [A2 Hosting](https://www.g2.com/products/a2-hosting/reviews) — 4.4/5 stars (206 reviews)
- [DreamHost](https://www.g2.com/products/dreamhost/reviews) — 4.0/5 stars (152 reviews)
- [Liquid Web](https://www.g2.com/products/liquid-web-2024-07-24/reviews) — 4.2/5 stars (104 reviews)
- [Bluehost](https://www.g2.com/products/bluehost/reviews) — 3.4/5 stars (280 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..."

### Iguazio

- Title: [What is Iguazio used for?](https://www.g2.com/discussions/what-is-iguazio-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "Iguazio’s AI software enables enterprises to develop, deploy and manage AI applications, drastically
shortening the time required to create real business..."

### Cloudways

- Title: [How do l move a website created from the Godaddy site builder to Clouways hosting?](https://www.g2.com/discussions/35415-how-do-l-move-a-website-created-from-the-godaddy-site-builder-to-clouways-hosting) — 36 comments, 3 upvotes
  > **Top comment:** "I used WP All In One to transfer my sites (install on current, save site, install plugin on Cloudways, import). Done in minutes.

You can also use the..."
- Title: [How do I get high scores on https://pagespeed.web.dev/](https://www.g2.com/discussions/how-do-i-get-high-scores-on-https-pagespeed-web-dev) — 6 comments, 1 upvote
  > **Top comment:** "Hi John,
I’ve a similar concern as my website doesn’t show great speed on Google. But in reality, it opens pretty..."
- Title: [how to setup](https://www.g2.com/discussions/how-to-setup) — 4 comments, 1 upvote
  > **Top comment:** "https://www.gamekharido.live"
- Title: [How long is Cloudways free trial?](https://www.g2.com/discussions/how-long-is-cloudways-free-trial) — 3 comments
  > **Top comment:** "30$ worth of trail, not time specific "
- Title: [How much is Cloudways?](https://www.g2.com/discussions/how-much-is-cloudways) — 2 comments
  > **Top comment:** "It basically starts from $10 but depends on which hosting provider u are using for AWS  and Google Cloud the pricing is different."

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