# Elastic Stack, Lenses vs HubSpot Data Hub Comparison

| | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.2 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 103 | 17 | 576 | 
| **Largest Market Segment** | Mid-Market (42.9% of reviews) | Enterprise (50.0% of reviews) | Small-Business (67.5% of reviews) | 
| **Entry Level Price** | No pricing available | Free | $0.00 Per Month | 

---
## Top Pros & Cons

### Elastic Stack

Pros:
- Ease of Use (3 reviews)
- Flexibility (3 reviews)

Cons:
- Resource Management (3 reviews)
- Complexity Issues (2 reviews)

### Lenses

Pros:
- Ease of Use (7 reviews)
- User Interface (6 reviews)

Cons:
- Feature Limitations (5 reviews)
- Limitations (5 reviews)

### HubSpot Data Hub

Pros:
- Ease of Use (119 reviews)
- Automation (90 reviews)

Cons:
- Limitations (58 reviews)
- Missing Features (40 reviews)

---
## Ratings Comparison
| Rating | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
  | **Meets Requirements** | 8.9 (75 reviews) | 8.2 (13 reviews) | 8.7 (361 reviews) | 
  | **Ease of Use** | 8.0 (72 reviews) | 9.4 (14 reviews) | 8.7 (472 reviews) | 
  | **Ease of Setup** | 7.6 (32 reviews) | 7.6 (11 reviews) | 8.6 (346 reviews) | 
  | **Ease of Admin** | 7.6 (24 reviews) | 8.8 (11 reviews) | 8.9 (203 reviews) | 
  | **Quality of Support** | 8.2 (68 reviews) | 7.4 (14 reviews) | 8.8 (336 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (22 reviews) | 8.5 (10 reviews) | 9.1 (202 reviews) | 
  | **Product Direction (% positive)** | 9.0 (72 reviews) | 5.5 (13 reviews) | 8.5 (354 reviews) | 

---
## Pricing

### Elastic Stack

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Lenses

#### Entry-Level Pricing

Plan: Community Edition

Price: Free

Description: Run it now, for free, forever. Connect it to up to 2 Kafka clusters or your local instance.

Key Features:
- Full observability features
- Supports all kafka vendors
- 2 user accounts

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

#### Free Trial

Yes

### HubSpot Data Hub

#### Entry-Level Pricing

Plan: Operations Hub Free

Price: $0.00 Per Month

Description: No credit card required

Key Features:
- Two way data sync
- Default field mappings
- Third-party integrations

[Browse all 4 editions](https://www.g2.com/products/hubspot-data-hub/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.2/10 | 43 |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Reports

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | Not enough data | 

#### Self Service 

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.5/10 | 45 |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Reports

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | Not enough data | 

#### Reports

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Reports Interface** | 8.6 (21 reviews) | Not enough data | Not enough data | 
| **Share Reports** | 8.7 (20 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 8.3 (20 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | 9.0 (7 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 9.0 (8 reviews) | Not enough data | Not enough data | 

#### Visualization

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Graphs and Charts** | 8.8 (21 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.8 (20 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 9.0 (23 reviews) | Not enough data | Not enough data | 
| **Formats** | 8.7 (22 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (22 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 9.0 (23 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Sharing** | 8.6 (22 reviews) | Not enough data | Not enough data | 
| **Co-Editing** | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Devices** | 8.3 (22 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (27 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.4 (34 reviews) | Not enough data | Not enough data | 
| **Email Reports** | 8.2 (29 reviews) | Not enough data | Not enough data | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | 9.4/10 | 12 |

#### Data Source Access

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | 9.6 (9 reviews) | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | 9.6 (9 reviews) | 
| **API Connectivity** | Not enough data | Not enough data | 9.5 (10 reviews) | 

#### Data Interaction

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | 9.6 (9 reviews) | 
| **Metadata Management** | Not enough data | Not enough data | 9.5 (10 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Data Joining** | Not enough data | Not enough data | 9.2 (8 reviews) | 
| **Data Blending** | Not enough data | Not enough data | 9.2 (8 reviews) | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | 9.8 (7 reviews) | 
| **Data Sharing** | Not enough data | Not enough data | 9.6 (8 reviews) | 
| **Data Governance** | Not enough data | Not enough data | 9.4 (8 reviews) | 

#### Data Exporting

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | 9.4 (8 reviews) | 
| **Ease of Integrations** | Not enough data | Not enough data | 9.6 (9 reviews) | 
| **Data Workflows** | Not enough data | Not enough data | 9.8 (9 reviews) | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.3 (8 reviews) | 

### Data Masking

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | 9.0/10 | 6 |
| **HubSpot Data Hub** | N/A | N/A |

#### Data Masking

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Sensitive Fields** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Dynamic Masking** | Not enough data | 8.3 (5 reviews) | Not enough data | 
| **Static Masking** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Consistent Masking** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Random Masking** | Not enough data | 7.7 (5 reviews) | Not enough data | 

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Data

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Processing** | Not enough data | 7.7 (5 reviews) | Not enough data | 
| **Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | 7.7 (5 reviews) | Not enough data | 
| **Real-Time Processing** | Not enough data | 8.0 (5 reviews) | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Reporting & Analytics** | Not enough data | 8.3 (5 reviews) | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Administration

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Feature Not Available | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Feature Not Available | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

### Cloud Migration

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | 8.4/10 | 52 |

#### Functionality

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Migration** | Not enough data | Not enough data | 8.8 (41 reviews) | 
| **Data Variety** | Not enough data | Not enough data | 9.0 (39 reviews) | 
| **Alerts and Logging** | Not enough data | Not enough data | Feature Not Available | 
| **Data Replication** | Not enough data | Not enough data | 9.0 (27 reviews) | 

#### Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Backup and Recovery** | Not enough data | Not enough data | Feature Not Available | 
| **Integration Variety** | Not enough data | Not enough data | 8.6 (43 reviews) | 
| **Access and Security** | Not enough data | Not enough data | 9.2 (39 reviews) | 
| **Real time Monitoring** | Not enough data | Not enough data | Feature Not Available | 

#### Security

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Protection** | Not enough data | Not enough data | 8.8 (28 reviews) | 

#### Agentic AI - Cloud Migration

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.6 (7 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 6.9 (7 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 7.6 (7 reviews) | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Functionality

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Artificial Intelligence** | Not enough data | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | Not enough data | 
| **Systems Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Issue Resolution

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Root Cause Identification** | Not enough data | Not enough data | Not enough data | 
| **Proactive Identification** | Not enough data | Not enough data | Not enough data | 
| **Resolution Guidance** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **System Integration** | Not enough data | Not enough data | Not enough data | 
| **Alerting** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.6/10 | 16 |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Data Preparation

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Sources** | 8.6 (12 reviews) | Not enough data | Not enough data | 
| **Indexing** | 9.1 (13 reviews) | Not enough data | Not enough data | 
| **Automated Tagging** | 8.8 (11 reviews) | Not enough data | Not enough data | 
| **Data Blending** | 8.2 (10 reviews) | Not enough data | Not enough data | 

#### Analysis

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Track Trends** | 8.2 (10 reviews) | Not enough data | Not enough data | 
| **Detect Anomalies** | 8.2 (10 reviews) | Not enough data | Not enough data | 
| **Metric and Event Data** | 9.0 (13 reviews) | Not enough data | Not enough data | 
| **Search** | 9.0 (14 reviews) | Not enough data | Not enough data | 
| **Alerts** | 8.3 (12 reviews) | Not enough data | Not enough data | 
| **Live Tail** | 8.0 (9 reviews) | Not enough data | Not enough data | 

#### Visualization

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Dashboards** | 9.0 (12 reviews) | Not enough data | Not enough data | 
| **Data Discovery** | 8.6 (11 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Log Analysis

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Compliance** | Not enough data | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Responses

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 7.7/10 | 5 |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Model** | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Built - In Search** | 8.0 (5 reviews) | Not enough data | Not enough data | 
| **Event Triggers** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Availability

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | Not enough data | 
| **Auto Recovery** | 7.0 (5 reviews) | Not enough data | Not enough data | 
| **Data Replication** | 8.0 (5 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Query Optimization** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | Not enough data | 
| **Authentication** | 8.0 (5 reviews) | Not enough data | Not enough data | 
| **Audit Logs** | Not enough data | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | Not enough data | 

#### Support

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | Not enough data | 

### Graph Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 9.2/10 | 5 |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Model** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **Built - In Search** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Event Triggers** | 8.7 (5 reviews) | Not enough data | Not enough data | 
| **Query Language** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Availability

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Auto Sharding** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Auto Recovery** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Query Optimization** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Role-Based Authorization** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Authentication** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Audit Logs** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Encryption** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Support

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | 8.4/10 | 210 |

#### Development 

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Real-Time Integration** | Not enough data | Not enough data | 8.9 (164 reviews) | 
| **API Designer** | Not enough data | Not enough data | Feature Not Available | 
| **Flow Designer** | Not enough data | Not enough data | 8.7 (31 reviews) ✓ Verified | 
| **Pre-Built Connectors** | Not enough data | Not enough data | 8.1 (30 reviews) ✓ Verified | 
| **Custom Connectors** | Not enough data | Not enough data | 8.1 (26 reviews) ✓ Verified | 
| **Reusable connectors** | Not enough data | Not enough data | 8.0 (24 reviews) | 
| **Multi - tenant architecture** | Not enough data | Not enough data | 8.1 (24 reviews) | 

#### Management 

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Monitoring & Notification** | Not enough data | Not enough data | 8.8 (32 reviews) ✓ Verified | 
| **Routing And Orchestration** | Not enough data | Not enough data | 8.7 (30 reviews) ✓ Verified | 
| **Data Mapping** | Not enough data | Not enough data | 8.3 (35 reviews) ✓ Verified | 
| **Data Transformation** | Not enough data | Not enough data | 8.3 (32 reviews) ✓ Verified | 
| **API Management** | Not enough data | Not enough data | 8.2 (25 reviews) | 

#### Security

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | 8.7 (26 reviews) ✓ Verified | 
| **Security Standards** | Not enough data | Not enough data | 8.5 (26 reviews) ✓ Verified | 
| **Communication Protocol** | Not enough data | Not enough data | 8.5 (26 reviews) ✓ Verified | 

#### Integration Options

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | Not enough data | 8.8 (26 reviews) ✓ Verified | 
| **Managed File Transfers** | Not enough data | Not enough data | 8.7 (22 reviews) ✓ Verified | 
| **Big Data Processing** | Not enough data | Not enough data | Feature Not Available | 
| **EDI** | Not enough data | Not enough data | Feature Not Available | 

#### Deployment 

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Hybrid** | Not enough data | Not enough data | 8.3 (22 reviews) | 
| **Cloud to Cloud** | Not enough data | Not enough data | 8.3 (24 reviews) | 

### Revenue Operations & Intelligence (RO&I)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | 8.6/10 | 61 |

#### Revenue Sourcing and Forecasting

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Revenue History** | Not enough data | Not enough data | 8.3 (49 reviews) | 
| **Pipeline Management** | Not enough data | Not enough data | 8.7 (56 reviews) | 
| **Dashboard Analytics** | Not enough data | Not enough data | 8.7 (57 reviews) | 
| **Multi-Device Data Visualization** | Not enough data | Not enough data | 8.4 (46 reviews) | 
| **Data Segmentation** | Not enough data | Not enough data | 8.5 (53 reviews) | 
| **Predictive Forecasting** | Not enough data | Not enough data | 8.1 (40 reviews) | 
| **Revenue Operations Cadence** | Not enough data | Not enough data | 8.4 (41 reviews) | 

#### CRM Data Enrichment

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Calendar Sync** | Not enough data | Not enough data | 8.7 (50 reviews) | 
| **Email Activity Capture** | Not enough data | Not enough data | 9.2 (53 reviews) | 
| **Conversation Intelligence** | Not enough data | Not enough data | 8.7 (45 reviews) | 
| **Marketing Leads** | Not enough data | Not enough data | 8.9 (49 reviews) | 
| **Contact Capture** | Not enough data | Not enough data | 8.9 (40 reviews) | 

#### Account Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Nonengaged Accounts** | Not enough data | Not enough data | 8.0 (45 reviews) | 
| **Account optimization** | Not enough data | Not enough data | 8.3 (47 reviews) | 
| **Historical Patterns** | Not enough data | Not enough data | 8.3 (45 reviews) | 
| **Rep Performance** | Not enough data | Not enough data | 8.5 (42 reviews) | 
| **Account Engagement** | Not enough data | Not enough data | 8.5 (39 reviews) | 
| **Historical Win/Loss Patterns** | Not enough data | Not enough data | 8.3 (36 reviews) | 

#### Agentic AI - Revenue Operations & Intelligence (RO&I)

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.3 (6 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 9.2 (6 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 9.2 (6 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.6 (6 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.6 (6 reviews) | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 
| **Self-service** | Not enough data | Not enough data | Not enough data | 
| **Automated workflows** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Analytics capabilities** | Not enough data | Not enough data | Not enough data | 
| **Dasboard visualizations** | Not enough data | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Observability** | Not enough data | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Hybrid cloud support** | Not enough data | Not enough data | Not enough data | 
| **Cloud migration capabilities** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Functionality

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Real-time Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data quality monitoring** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **End to End visiblity** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Anomaly identification** | Not enough data | Not enough data | Not enough data | 
| **Single pane view** | Not enough data | Not enough data | Not enough data | 
| **Real-time alerts** | Not enough data | Not enough data | Not enough data | 
| **Data lineage** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Observability

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Data Security

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Compliance

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Access Management** | Not enough data | Not enough data | Not enough data | 
| **At-Risk Analysis** | Not enough data | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | Not enough data | 
| **API / integrations** | Not enough data | Not enough data | Not enough data | 

#### Security 

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | Not enough data | 
| **Data Transport** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Security Tools** | Not enough data | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Database

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Integrations

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Processing

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 

### Data Quality

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | 8.6/10 | 13 |

#### Functionality

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Identification** | Not enough data | Not enough data | 8.8 (10 reviews) | 
| **Correction** | Not enough data | Not enough data | 8.7 (9 reviews) | 
| **Normalization** | Not enough data | Not enough data | 8.7 (10 reviews) | 
| **Preventative Cleaning** | Not enough data | Not enough data | 8.7 (9 reviews) | 
| **Data Matching** | Not enough data | Not enough data | 8.7 (9 reviews) | 

#### Management

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.8 (11 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.9 (12 reviews) | 
| **Quality Audits** | Not enough data | Not enough data | 8.5 (9 reviews) | 
| **Dashboard** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Governance** | Not enough data | Not enough data | 8.7 (10 reviews) | 

#### Generative AI

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.7 (9 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 6.9 (9 reviews) | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Building Reports

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **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 | 

### NoSQL Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |

#### Database Features

| Feature | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Storage** | Not enough data | Not enough data | Not enough data | 
| **Availability** | Not enough data | Not enough data | Not enough data | 
| **Stability** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 
| **Security** | Not enough data | Not enough data | Not enough data | 
| **Data Manipulation** | Not enough data | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Stream Analytics Software](https://www.g2.com/categories/stream-analytics)

**Unique to Elastic Stack (6):** [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Graph Databases](https://www.g2.com/categories/graph-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Document Databases](https://www.g2.com/categories/document-databases), [Data Fabric Software](https://www.g2.com/categories/data-fabric)

**Unique to Lenses (9):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Data Masking Software](https://www.g2.com/categories/data-masking), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Data Observability Software](https://www.g2.com/categories/data-observability), [ETL Tools](https://www.g2.com/categories/etl-tools), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)

**Unique to HubSpot Data Hub (7):** [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Revenue Operations & Intelligence (RO&I) Software](https://www.g2.com/categories/revenue-operations-intelligence-ro-i), [Cloud Migration Software](https://www.g2.com/categories/cloud-migration), [iPaaS Software](https://www.g2.com/categories/ipaas), [ETL Tools](https://www.g2.com/categories/etl-tools), [Data Quality Tools](https://www.g2.com/categories/data-quality), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations)


---
## Reviewer Demographics

### By Company Size

| Segment | Elastic Stack | Lenses | HubSpot Data Hub | 
|---|---|---|---|
| **Small-Business** | 23.5% | 12.5% | 67.5% | 
| **Mid-Market** | 42.9% | 37.5% | 29.3% | 
| **Enterprise** | 33.7% | 50.0% | 3.2% | 

### By Industry

#### Elastic Stack

- **Computer Software:** 24.2%
- **Information Technology and Services:** 22.1%
- **Telecommunications:** 5.3%
- **Financial Services:** 4.2%
- **Computer & Network Security:** 3.2%
- **Marketing and Advertising:** 3.2%
- **Automotive:** 3.2%
- **Consumer Services:** 2.1%
- **Internet:** 2.1%
- **Retail:** 2.1%
- **Other:** 28.4%

#### Lenses

- **Retail:** 12.5%
- **Human Resources:** 12.5%
- **Banking:** 12.5%
- **Consulting:** 6.3%
- **Transportation/Trucking/Railroad:** 6.3%
- **Sports:** 6.3%
- **Maritime:** 6.3%
- **Leisure, Travel & Tourism:** 6.3%
- **Information Technology and Services:** 6.3%
- **Financial Services:** 6.3%
- **Other:** 18.8%

#### HubSpot Data Hub

- **Information Technology and Services:** 12.6%
- **Marketing and Advertising:** 11.9%
- **Real Estate:** 9.7%
- **Computer Software:** 9.2%
- **Financial Services:** 5.0%
- **Consulting:** 4.0%
- **Education Management:** 3.4%
- **Management Consulting:** 2.3%
- **Accounting:** 2.0%
- **Health, Wellness and Fitness:** 2.0%
- **Other:** 37.9%

---
## Alternatives

### Alternatives to Elastic Stack

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1640 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (474 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (704 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1052 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (431 reviews)
- [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (446 reviews)

### Alternatives to Lenses

- [Confluent](https://www.g2.com/products/confluent/reviews) — 4.4/5 stars (114 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (704 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.5/5 stars (1157 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1237 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (739 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2272 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)

### Alternatives to HubSpot Data Hub

- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2058 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (737 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Jitterbit](https://www.g2.com/products/jitterbit/reviews) — 4.5/5 stars (604 reviews)
- [Boomi](https://www.g2.com/products/boomi/reviews) — 4.4/5 stars (505 reviews)
- [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews)
- [Integrately](https://www.g2.com/products/integrately/reviews) — 4.7/5 stars (704 reviews)
- [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) — 4.4/5 stars (25781 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4000 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (322 reviews)

---
## Top Discussions

### Elastic Stack

- Title: [What is Grafana and Kibana?](https://www.g2.com/discussions/what-is-grafana-and-kibana) — 1 comment
  > **Top comment:** "Grahical interfaces to underlying data sources."
- Title: [What are the features of Kibana?](https://www.g2.com/discussions/what-are-the-features-of-kibana) — 1 comment
  > **Top comment:** "Visualisation is the primary of kibana"

### Lenses

No discussions available for this product.

### HubSpot Data Hub

- Title: [What is HubSpot Operations Hub used for?](https://www.g2.com/discussions/what-is-hubspot-operations-hub-used-for) — 1 comment
  > **Top comment:** "HubSpot Operations Hub is used to sync data across apps, clean and manage your CRM data, and automate business processes—basically keeping your operations..."
- Title: [Does anybody knows how to sync PieSync with Intercom?](https://www.g2.com/discussions/12380-does-anybody-knows-how-to-sync-piesync-with-intercom) — 1 comment, 1 upvote
  > **Top comment:** "https://www.piesync.com/intercom/"
- Title: [What's the difference between PieSync and Zapier?](https://www.g2.com/discussions/what-s-different-about-piesync) — 1 comment, 2 upvotes
  > **Top comment:** "Piesynch is designed to provide two-way sync on a continual basis between apps, where Zapier is trigger-based and performs one-off tasks between apps."
- Title: [Which connectors do you support?](https://www.g2.com/discussions/connectors-supported) — 1 comment, 1 upvote
  > **Top comment:** "PieSync currently integrates with over 200 apps and services.  A full list can be found here:  https://www.piesync.com/connections/"

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/elastic-stack-vs-lenses-vs-hubspot-data-hub)