# Apache NiFi, HubSpot Data Hub vs AWS Glue Comparison

| | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 26 | 576 | 202 | 
| **Largest Market Segment** | Enterprise (50.0% of reviews) | Small-Business (67.5% of reviews) | Enterprise (47.9% of reviews) | 
| **Entry Level Price** | No pricing available | $0.00 Per Month | No pricing available | 

---
## Top Pros & Cons

### Apache NiFi

**Not enough data**

### HubSpot Data Hub

Pros:
- Ease of Use (113 reviews)
- Data Management (88 reviews)

Cons:
- Limitations (53 reviews)
- Missing Features (36 reviews)

### AWS Glue

Pros:
- Ease of Use (6 reviews)
- Data Integration (3 reviews)

Cons:
- Slow Performance (3 reviews)
- Debugging Difficulty (2 reviews)

---
## Ratings Comparison
| Rating | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
  | **Meets Requirements** | 9.3 (21 reviews) | 8.7 (361 reviews) | 8.5 (158 reviews) | 
  | **Ease of Use** | 8.3 (21 reviews) | 8.7 (472 reviews) | 8.4 (161 reviews) | 
  | **Ease of Setup** | 8.8 (10 reviews) | 8.6 (346 reviews) | 8.6 (76 reviews) | 
  | **Ease of Admin** | 8.5 (9 reviews) | 8.9 (203 reviews) | 8.3 (68 reviews) | 
  | **Quality of Support** | 7.4 (17 reviews) | 8.8 (336 reviews) | 8.3 (156 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.9 (9 reviews) | 9.1 (202 reviews) | 8.8 (68 reviews) | 
  | **Product Direction (% positive)** | 7.8 (21 reviews) | 8.5 (354 reviews) | 9.0 (157 reviews) | 

---
## Pricing

### Apache NiFi

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### 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

### AWS Glue

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | 8.7/10 | 20 |

#### Data Governance

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **User Access Management** | Not enough data | Not enough data | 8.6 (17 reviews) | 
| **Dynamic Data Masking** | Not enough data | Not enough data | 8.8 (14 reviews) | 
| **Data Lineage** | Not enough data | Not enough data | 8.7 (14 reviews) | 

#### Data Preparation

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Search** | Not enough data | Not enough data | 8.2 (17 reviews) | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | 8.9 (15 reviews) | 
| **Data Transformation** | Not enough data | Not enough data | 8.9 (16 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 8.8 (18 reviews) | 

#### Collaboration

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Commenting** | Not enough data | Not enough data | 8.2 (16 reviews) | 
| **Profiling and Classification** | Not enough data | Not enough data | 9.0 (16 reviews) | 
| **Business and Data Glossary** | Not enough data | Not enough data | 8.9 (16 reviews) | 
| **Metadata Management ** | Not enough data | Not enough data | 8.6 (18 reviews) | 

#### Artificial Intelligence

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Machine Learning Recommendations** | Not enough data | Not enough data | Feature Not Available | 
| **Natural Language Query** | Not enough data | Not enough data | Feature Not Available | 
| **Automatic Data Cleansing** | Not enough data | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 - Machine Learning Data Catalog

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | 9.4/10 | 12 |
| **AWS Glue** | 8.4/10 | 70 |

#### Data Source Access

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | 9.6 (9 reviews) | 8.5 (60 reviews) | 
| **Ease of Data Connectivity** | Not enough data | 9.6 (9 reviews) | 8.4 (61 reviews) | 
| **API Connectivity** | Not enough data | 9.5 (10 reviews) | 8.5 (57 reviews) | 

#### Data Interaction

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | 9.6 (9 reviews) | 8.4 (58 reviews) | 
| **Metadata Management** | Not enough data | 9.5 (10 reviews) | 8.5 (62 reviews) | 
| **Data Modeling** | Not enough data | 9.3 (9 reviews) | 8.3 (61 reviews) | 
| **Data Joining** | Not enough data | 9.2 (8 reviews) | 8.8 (61 reviews) | 
| **Data Blending** | Not enough data | 9.2 (8 reviews) | 8.6 (54 reviews) | 
| **Data Quality and Cleansing** | Not enough data | 9.8 (7 reviews) | 8.9 (59 reviews) | 
| **Data Sharing** | Not enough data | 9.6 (8 reviews) | 8.6 (57 reviews) | 
| **Data Governance** | Not enough data | 9.4 (8 reviews) | 8.3 (58 reviews) | 

#### Data Exporting

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | 9.4 (8 reviews) | 8.6 (58 reviews) | 
| **Ease of Integrations** | Not enough data | 9.6 (9 reviews) | 8.2 (58 reviews) | 
| **Data Workflows** | Not enough data | 9.8 (9 reviews) | 8.4 (61 reviews) | 

#### Generative AI

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.3 (8 reviews) | 6.9 (8 reviews) | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | 9.0/10 | 28 |

#### Administration

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | 9.1 (23 reviews) | 
| **Access Control** | Not enough data | Not enough data | 9.0 (23 reviews) | 
| **Data Security** | Not enough data | Not enough data | 9.1 (25 reviews) | 

#### Federation

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Architecture** | Not enough data | Not enough data | 9.1 (24 reviews) | 
| **Provisioning** | Not enough data | Not enough data | 9.2 (23 reviews) | 
| **Orchestration** | Not enough data | Not enough data | 8.9 (22 reviews) | 
| **API / Integrations** | Not enough data | Not enough data | 8.9 (22 reviews) | 

#### Transformation

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 8.7 (24 reviews) | 
| **Application Performance** | Not enough data | Not enough data | 9.1 (23 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 8.6 (24 reviews) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | 9.2/10 | 8 |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | 8.9/10 | 82 |

#### Management

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Reporting** | 9.4 (8 reviews) | Not enough data | 8.7 (61 reviews) | 
| **Auditing** | 9.0 (8 reviews) | Not enough data | 8.7 (56 reviews) | 

#### Functionality

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Extraction** | 9.6 (8 reviews) | Not enough data | 9.0 (67 reviews) | 
| **Transformation** | 9.3 (7 reviews) | Not enough data | 8.9 (73 reviews) | 
| **Loading** | 9.0 (8 reviews) | Not enough data | 9.2 (70 reviews) | 
| **Automation** | 9.4 (8 reviews) | Not enough data | 8.8 (69 reviews) | 
| **Scalability** | 8.5 (8 reviews) | Not enough data | 8.9 (70 reviews) | 

### Cloud Migration

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | 8.4/10 | 52 |
| **AWS Glue** | N/A | N/A |

#### Functionality

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Data Migration** | Not enough data | 8.8 (41 reviews) | Not enough data | 
| **Data Variety** | Not enough data | 9.0 (39 reviews) | Not enough data | 
| **Alerts and Logging** | Not enough data | Feature Not Available | Not enough data | 
| **Data Replication** | Not enough data | 9.0 (27 reviews) | Not enough data | 

#### Management

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

#### Security

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Data Protection** | Not enough data | 8.8 (28 reviews) | Not enough data | 

#### Agentic AI - Cloud Migration

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.6 (7 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 6.9 (7 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 7.6 (7 reviews) | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | 9.1/10 | 22 |

#### Management

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 9.1 (18 reviews) | 
| **Solution Integration** | Not enough data | Not enough data | 9.0 (19 reviews) | 
| **Infrastructure Compatibility** | Not enough data | Not enough data | 9.1 (18 reviews) | 
| **Monitoring** | Not enough data | Not enough data | 9.1 (17 reviews) | 

#### Solution Provision

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **System Failover** | Not enough data | Not enough data | 9.0 (16 reviews) | 
| **Pay by Usage** | Not enough data | Not enough data | 8.8 (15 reviews) | 
| **Service Provision** | Not enough data | Not enough data | 8.9 (16 reviews) | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Responses

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### iPaaS

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | 8.4/10 | 210 |
| **AWS Glue** | N/A | N/A |

#### Development 

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

#### Management 

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

#### Security

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Data Encryption** | Not enough data | 8.7 (26 reviews) ✓ Verified | Not enough data | 
| **Security Standards** | Not enough data | 8.5 (26 reviews) ✓ Verified | Not enough data | 
| **Communication Protocol** | Not enough data | 8.5 (26 reviews) ✓ Verified | Not enough data | 

#### Integration Options

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Data Virtualization** | Not enough data | 8.8 (26 reviews) ✓ Verified | Not enough data | 
| **Managed File Transfers** | Not enough data | 8.7 (22 reviews) ✓ Verified | Not enough data | 
| **Big Data Processing** | Not enough data | Feature Not Available | Not enough data | 
| **EDI** | Not enough data | Feature Not Available | Not enough data | 

#### Deployment 

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Hybrid** | Not enough data | 8.3 (22 reviews) | Not enough data | 
| **Cloud to Cloud** | Not enough data | 8.3 (24 reviews) | Not enough data | 

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

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | 8.6/10 | 61 |
| **AWS Glue** | N/A | N/A |

#### Revenue Sourcing and Forecasting

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

#### CRM Data Enrichment

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

#### Account Management

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

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

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

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Management

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | Not enough data | 
| **Remote Backup** | Not enough data | Not enough data | Not enough data | 
| **Storage Formats** | Not enough data | Not enough data | Not enough data | 
| **Scheduled Backups** | Not enough data | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | 

#### Reporting

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Documentation** | Not enough data | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | N/A | N/A |
| **AWS Glue** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Apache NiFi** | N/A | N/A |
| **HubSpot Data Hub** | 8.6/10 | 13 |
| **AWS Glue** | N/A | N/A |

#### Functionality

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Identification** | Not enough data | 8.8 (10 reviews) | Not enough data | 
| **Correction** | Not enough data | 8.7 (9 reviews) | Not enough data | 
| **Normalization** | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **Preventative Cleaning** | Not enough data | 8.7 (9 reviews) | Not enough data | 
| **Data Matching** | Not enough data | 8.7 (9 reviews) | Not enough data | 

#### Management

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Reporting** | Not enough data | 8.8 (11 reviews) | Not enough data | 
| **Automation** | Not enough data | 8.9 (12 reviews) | Not enough data | 
| **Quality Audits** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Dashboard** | Not enough data | 8.9 (11 reviews) | Not enough data | 
| **Governance** | Not enough data | 8.7 (10 reviews) | Not enough data | 

#### Generative AI

| Feature | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 6.7 (9 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 6.9 (9 reviews) | Not enough data | 

---
## Categories
**Shared Categories (1):** [ETL Tools](https://www.g2.com/categories/etl-tools)

**Unique to Apache NiFi (1):** [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)

**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), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [iPaaS Software](https://www.g2.com/categories/ipaas), [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)

**Unique to AWS Glue (6):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Virtualization Software](https://www.g2.com/categories/data-virtualization), [Data Preparation Software](https://www.g2.com/categories/data-preparation), [Machine Learning Data Catalog Software](https://www.g2.com/categories/machine-learning-data-catalog), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Apache NiFi | HubSpot Data Hub | AWS Glue | 
|---|---|---|---|
| **Small-Business** | 16.7% | 67.5% | 22.7% | 
| **Mid-Market** | 33.3% | 29.3% | 29.4% | 
| **Enterprise** | 50.0% | 3.2% | 47.9% | 

### By Industry

#### Apache NiFi

- **Telecommunications:** 8.3%
- **Internet:** 8.3%
- **Information Technology and Services:** 8.3%
- **Hospital & Health Care:** 8.3%
- **Health, Wellness and Fitness:** 8.3%
- **Computer Software:** 8.3%
- **Accounting:** 4.2%
- **Airlines/Aviation:** 4.2%
- **Automotive:** 4.2%
- **Banking:** 4.2%
- **Other:** 33.3%

#### 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%

#### AWS Glue

- **Information Technology and Services:** 18.1%
- **Computer Software:** 15.0%
- **Financial Services:** 6.7%
- **Hospital & Health Care:** 5.7%
- **Computer & Network Security:** 4.1%
- **Telecommunications:** 3.6%
- **Insurance:** 3.6%
- **Banking:** 3.1%
- **Airlines/Aviation:** 2.6%
- **Marketing and Advertising:** 2.6%
- **Other:** 34.7%

---
## Alternatives

### Alternatives to Apache NiFi

- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews)
- [IBM DataStage](https://www.g2.com/products/ibm-datastage/reviews) — 4.0/5 stars (73 reviews)
- [Pentaho Data Integration](https://www.g2.com/products/pentaho-data-integration/reviews) — 4.3/5 stars (17 reviews)
- [IBM StreamSets](https://www.g2.com/products/ibm-streamsets/reviews) — 4.0/5 stars (117 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews)
- [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews) — 4.3/5 stars (90 reviews)

### Alternatives to HubSpot Data Hub

- [Zapier](https://www.g2.com/products/zapier/reviews) — 4.5/5 stars (2071 reviews)
- [MuleSoft Anypoint Platform](https://www.g2.com/products/mulesoft-anypoint-platform/reviews) — 4.5/5 stars (748 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 (605 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 (25791 reviews)
- [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4002 reviews)
- [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews)

### Alternatives to AWS Glue

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (280 reviews)
- [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (782 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (212 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews)
- [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews) — 4.3/5 stars (90 reviews)

---
## Top Discussions

### Apache NiFi

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/"

### AWS Glue

- Title: [What does AWS Glue do?](https://www.g2.com/discussions/what-does-aws-glue-do) — 2 comments
  > **Top comment:** "AWS Glue is a serverless data integration service that makes it easier to discover, prepare, move, and integrate data from multiple sources for analytics,..."
- Title: [What are the main components of AWS Glue?](https://www.g2.com/discussions/what-are-the-main-components-of-aws-glue) — 2 comments
  > **Top comment:** "Data Catalog
Crawlers and data discovery
DataBrew"
- Title: [What is AWS Glue and how it works?](https://www.g2.com/discussions/what-is-aws-glue-and-how-it-works) — 1 comment
  > **Top comment:** "I used glue to create a batch job which can trigger and schedule an event and run the process. "
- Title: [What are the features of glue?](https://www.g2.com/discussions/what-are-the-features-of-glue) — 1 comment
  > **Top comment:** "AWS Glue is a fully managed extract, transform, and load (ETL) service offered by Amazon Web Services.
Features of AWS glue are
1.Data Catalog: AWS Glue..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/apache-nifi-vs-hubspot-data-hub-vs-aws-glue)