# AWS Glue, Veeam Data Platform vs NAKIVO Backup & Replication Comparison

| | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.6 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 199 | 717 | 352 | 
| **Largest Market Segment** | Enterprise (47.6% of reviews) | Mid-Market (60.3% of reviews) | Small-Business (57.7% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | Starting at $3.50 1 Starting at $3.5 per workload/month Per Month | 

---
## Top Pros & Cons

### AWS Glue

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

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

### Veeam Data Platform

Pros:
- Ease of Use (114 reviews)
- Backup Solutions (111 reviews)

Cons:
- Backup Issues (37 reviews)
- Expensive (36 reviews)

### NAKIVO Backup & Replication

Pros:
- Ease of Use (89 reviews)
- Backup Solutions (74 reviews)

Cons:
- Backup Issues (19 reviews)
- Backup Problems (13 reviews)

---
## Ratings Comparison
| Rating | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
  | **Meets Requirements** | 8.5 (156 reviews) | 9.4 (582 reviews) | 9.4 (292 reviews) | 
  | **Ease of Use** | 8.4 (159 reviews) | 9.1 (588 reviews) | 9.6 (300 reviews) | 
  | **Ease of Setup** | 8.6 (74 reviews) | 8.8 (520 reviews) | 9.4 (286 reviews) | 
  | **Ease of Admin** | 8.3 (68 reviews) | 9.0 (502 reviews) | 9.4 (268 reviews) | 
  | **Quality of Support** | 8.3 (154 reviews) | 8.9 (548 reviews) | 9.4 (270 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (68 reviews) | 9.0 (486 reviews) | 9.4 (264 reviews) | 
  | **Product Direction (% positive)** | 9.0 (155 reviews) | 9.1 (566 reviews) | 9.6 (285 reviews) | 

---
## Pricing

### AWS Glue

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Veeam Data Platform

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### NAKIVO Backup & Replication

#### Entry-Level Pricing

Plan: Enterprise Essentials/Enterprise (Starting at $3.5 per workload/month)

Price: Starting at $3.50 1 Starting at $3.5 per workload/month Per Month

Description: Perpetual License: From $329 per CPU socket Subscription License: From $3.5 per workload/month

Key Features:
- Install on Windows, Linux, Raspberry Pi, or as a VA/AMI
- All Pro Essentials/Pro features plus:
- Backup to Cloud

[Browse all 3 editions](https://www.g2.com/products/nakivo-backup-replication/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Machine Learning Data Catalog

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.7/10 | 20 |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Data Governance

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **User Access Management** | 8.6 (17 reviews) | Not enough data | Not enough data | 
| **Dynamic Data Masking** | 8.8 (14 reviews) | Not enough data | Not enough data | 
| **Data Lineage** | 8.7 (14 reviews) | Not enough data | Not enough data | 

#### Data Preparation

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Search** | 8.2 (17 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | 8.9 (15 reviews) | Not enough data | Not enough data | 
| **Data Transformation** | 8.9 (16 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 8.8 (18 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Commenting** | 8.2 (16 reviews) | Not enough data | Not enough data | 
| **Profiling and Classification** | 9.0 (16 reviews) | Not enough data | Not enough data | 
| **Business and Data Glossary** | 8.9 (16 reviews) | Not enough data | Not enough data | 
| **Metadata Management ** | 8.6 (18 reviews) | Not enough data | Not enough data | 

#### Artificial Intelligence

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Machine Learning Recommendations** | Feature Not Available | Not enough data | Not enough data | 
| **Natural Language Query** | Feature Not Available | Not enough data | Not enough data | 
| **Automatic Data Cleansing** | Feature Not Available | Not enough data | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 |
|---|---|---|
| **AWS Glue** | 8.4/10 | 70 |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Data Source Access

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Breadth of Data Sources** | 8.5 (60 reviews) | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | 8.4 (61 reviews) | Not enough data | Not enough data | 
| **API Connectivity** | 8.5 (57 reviews) | Not enough data | Not enough data | 

#### Data Interaction

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Profiling and Classification** | 8.4 (58 reviews) | Not enough data | Not enough data | 
| **Metadata Management** | 8.5 (62 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 8.3 (61 reviews) | Not enough data | Not enough data | 
| **Data Joining** | 8.8 (61 reviews) | Not enough data | Not enough data | 
| **Data Blending** | 8.6 (54 reviews) | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | 8.9 (59 reviews) | Not enough data | Not enough data | 
| **Data Sharing** | 8.6 (57 reviews) | Not enough data | Not enough data | 
| **Data Governance** | 8.3 (58 reviews) | Not enough data | Not enough data | 

#### Data Exporting

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Breadth of Integrations** | 8.6 (58 reviews) | Not enough data | Not enough data | 
| **Ease of Integrations** | 8.2 (58 reviews) | Not enough data | Not enough data | 
| **Data Workflows** | 8.4 (61 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **AI Text Generation** | 6.9 (8 reviews) | Not enough data | Not enough data | 

### IT Resilience Orchestration Automation (ITRO)

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Administration

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance** | Not enough data | Not enough data | Not enough data | 
| **Administration Console** | Not enough data | Not enough data | Not enough data | 

#### Operations

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Service Management** | Not enough data | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **IT Discovery** | Not enough data | Not enough data | Not enough data | 
| **Intelligent Automation** | Not enough data | Not enough data | Not enough data | 

#### Recovery

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Disaster Recovery** | Not enough data | Not enough data | Not enough data | 
| **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | 
| **Incident Reports** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - IT Resilience Orchestration Automation (ITRO)

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Data Virtualization

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.0/10 | 28 |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Administration

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Database Management** | 9.1 (23 reviews) | Not enough data | Not enough data | 
| **Access Control** | 9.0 (23 reviews) | Not enough data | Not enough data | 
| **Data Security** | 9.1 (25 reviews) | Not enough data | Not enough data | 

#### Federation

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Architecture** | 9.1 (24 reviews) | Not enough data | Not enough data | 
| **Provisioning** | 9.2 (23 reviews) | Not enough data | Not enough data | 
| **Orchestration** | 8.9 (22 reviews) | Not enough data | Not enough data | 
| **API / Integrations** | 8.9 (22 reviews) | Not enough data | Not enough data | 

#### Transformation

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Data Visualization** | 8.7 (24 reviews) | Not enough data | Not enough data | 
| **Application Performance** | 9.1 (23 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | 8.6 (24 reviews) | Not enough data | Not enough data | 

### Server Backup

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | 8.7/10 | 283 |
| **NAKIVO Backup & Replication** | 8.8/10 | 137 |

#### Compatibility 

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **File Server Backup** | Not enough data | 9.5 (251 reviews) | 9.5 (104 reviews) | 
| **Database Server Backup** | Not enough data | 9.2 (245 reviews) | 9.4 (95 reviews) | 
| **Virtual Machines** | Not enough data | 9.6 (257 reviews) | 9.6 (119 reviews) | 
| **Repository Models** | Not enough data | 9.1 (230 reviews) | 9.3 (104 reviews) | 

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Continuous Backup** | Not enough data | 9.2 (226 reviews) | 9.4 (100 reviews) | 
| **Disaster Recovery** | Not enough data | 9.3 (241 reviews) | 9.4 (105 reviews) | 
| **Storage Capacity** | Not enough data | 9.1 (241 reviews) | 9.3 (110 reviews) | 
| **Remote Backup** | Not enough data | 9.0 (228 reviews) | 9.3 (101 reviews) | 
| **Activity Monitoring** | Not enough data | 8.9 (218 reviews) | 9.2 (107 reviews) | 

#### Compliance

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Security Standards** | Not enough data | 9.1 (223 reviews) | 9.1 (100 reviews) | 
| **Cloud Data Protection** | Not enough data | 8.7 (169 reviews) | 8.8 (89 reviews) | 
| **Data Deduplication** | Not enough data | 8.8 (215 reviews) | 9.0 (99 reviews) | 

#### Agentic AI - Server Backup

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (12 reviews) | 7.4 (16 reviews) | 
| **Multi-step Planning** | Not enough data | 7.8 (12 reviews) | 8.3 (17 reviews) | 
| **Cross-system Integration** | Not enough data | 8.0 (11 reviews) | 9.4 (18 reviews) | 
| **Adaptive Learning** | Not enough data | 8.0 (11 reviews) | 6.8 (13 reviews) | 
| **Proactive Assistance** | Not enough data | 7.6 (11 reviews) | 7.8 (13 reviews) | 
| **Decision Making** | Not enough data | 8.2 (11 reviews) | 7.3 (13 reviews) | 

### Online Backup

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | 8.5/10 | 172 |
| **NAKIVO Backup & Replication** | 8.4/10 | 38 |

#### Functionality

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Real-time Sync** | Not enough data | 8.8 (123 reviews) | 9.0 (37 reviews) | 
| **Storage Capacity** | Not enough data | 9.1 (136 reviews) | 9.2 (35 reviews) | 
| **Remote Backup** | Not enough data | 8.9 (132 reviews) | 9.2 (36 reviews) | 
| **Versioning** | Not enough data | 8.9 (124 reviews) | 9.1 (35 reviews) | 
| **Mobile Backup Application** | Not enough data | 7.5 (83 reviews) | 7.8 (32 reviews) | 

#### Compatibility 

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Disk Backup** | Not enough data | 9.2 (144 reviews) | 9.3 (36 reviews) | 
| **Local Backup** | Not enough data | 9.4 (142 reviews) | 9.2 (35 reviews) | 
| **Storage Formats** | Not enough data | 9.1 (130 reviews) | 9.3 (34 reviews) | 

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **File Sharing** | Not enough data | 8.5 (117 reviews) | 8.8 (34 reviews) | 
| **Security Standards** | Not enough data | 9.1 (131 reviews) | 9.2 (34 reviews) | 
| **Encrypted Storage** | Not enough data | 9.1 (128 reviews) | 8.9 (36 reviews) | 

#### Agentic AI - Online Backup

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.9 (8 reviews) | 6.7 (5 reviews) | 
| **Multi-step Planning** | Not enough data | 7.9 (8 reviews) | 6.7 (5 reviews) | 
| **Cross-system Integration** | Not enough data | 8.2 (10 reviews) | 7.3 (5 reviews) | 
| **Adaptive Learning** | Not enough data | 7.4 (9 reviews) | 7.7 (5 reviews) | 
| **Proactive Assistance** | Not enough data | 7.6 (9 reviews) | 8.0 (5 reviews) | 
| **Decision Making** | Not enough data | 7.6 (9 reviews) | 7.3 (5 reviews) | 

### SaaS Backup

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | 8.9/10 | 18 |

#### Functionality

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Real-time Sync** | Not enough data | Not enough data | 8.6 (16 reviews) | 
| **Storage Capacity** | Not enough data | Not enough data | 9.2 (16 reviews) | 
| **Remote Backup** | Not enough data | Not enough data | 9.4 (15 reviews) | 
| **Versioning** | Not enough data | Not enough data | 9.4 (16 reviews) | 

#### Compatibility 

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Endpoint Variety** | Not enough data | Not enough data | 8.8 (15 reviews) | 
| **SaaS Application Variety** | Not enough data | Not enough data | 9.0 (16 reviews) | 
| **Storage Formats** | Not enough data | Not enough data | 8.7 (14 reviews) | 

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **File Sharing** | Not enough data | Not enough data | 8.2 (15 reviews) | 
| **Security Standards** | Not enough data | Not enough data | 8.7 (14 reviews) | 
| **Encrypted Storage** | Not enough data | Not enough data | 9.1 (15 reviews) | 

#### Agentic AI - SaaS Backup

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | 

### File Recovery

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | 9.0/10 | 226 |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Compatibility 

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **File Formats** | Not enough data | 9.2 (189 reviews) | Not enough data | 
| **Partitions** | Not enough data | Feature Not Available | Not enough data | 
| **Mobile** | Not enough data | Feature Not Available | Not enough data | 

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Backup** | Not enough data | 9.5 (211 reviews) | Not enough data | 
| **Storage** | Not enough data | 9.2 (204 reviews) | Not enough data | 
| **File Scan** | Not enough data | 8.8 (124 reviews) | Not enough data | 

#### Security 

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Encryption** | Not enough data | 9.1 (182 reviews) | Not enough data | 
| **Data Protection** | Not enough data | 9.2 (190 reviews) | Not enough data | 
| **File Deletion** | Not enough data | 8.8 (180 reviews) | Not enough data | 

#### Agentic AI - File Recovery

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.6 (7 reviews) | Not enough data | 

### Data Loss Prevention (DLP)

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Administration

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Data Management** | Not enough data | Not enough data | Not enough data | 
| **Incident Logs** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 

#### Governance

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Compliance** | Not enough data | Not enough data | Not enough data | 
| **Data Visibility** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Encryption** | Not enough data | Not enough data | Not enough data | 
| **Endpoint Intelligence** | Not enough data | Not enough data | Not enough data | 
| **Activity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Breach Detection** | Not enough data | Not enough data | Not enough data | 

### Database Backup

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | 9.2/10 | 51 |

#### Functionality

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Data Backup** | Not enough data | Not enough data | 9.5 (48 reviews) | 
| **Backup Automation** | Not enough data | Not enough data | 9.6 (48 reviews) | 
| **Integration** | Not enough data | Not enough data | 9.2 (46 reviews) | 
| **Diverse Database Handling** | Not enough data | Not enough data | 9.2 (45 reviews) | 

#### Admin

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Backup Management** | Not enough data | Not enough data | 9.5 (47 reviews) | 

#### Agentic AI - Database Backup

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 9.3 (5 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 9.7 (5 reviews) | 

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 8.9/10 | 80 |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Reporting** | 8.7 (61 reviews) | Not enough data | Not enough data | 
| **Auditing** | 8.7 (56 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Extraction** | 9.0 (67 reviews) | Not enough data | Not enough data | 
| **Transformation** | 8.9 (73 reviews) | Not enough data | Not enough data | 
| **Loading** | 9.2 (70 reviews) | Not enough data | Not enough data | 
| **Automation** | 8.8 (68 reviews) | Not enough data | Not enough data | 
| **Scalability** | 8.9 (68 reviews) | Not enough data | Not enough data | 

### Disaster Recovery

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | 8.7/10 | 177 |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Functionality

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **On Premises Recovery** | Not enough data | 9.3 (167 reviews) | Not enough data | 
| **Cloud Recovery** | Not enough data | 8.6 (129 reviews) | Not enough data | 
| **Prior State Recovery** | Not enough data | 9.0 (147 reviews) | Not enough data | 
| **Recovery Automation** | Not enough data | 8.6 (134 reviews) | Not enough data | 
| **Replication** | Not enough data | 9.1 (148 reviews) | Not enough data | 

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Local Management** | Not enough data | 9.3 (163 reviews) | Not enough data | 
| **Infrastructure Compatibility** | Not enough data | 9.2 (162 reviews) | Not enough data | 
| **Solution Integration** | Not enough data | 8.9 (138 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | 8.8 (135 reviews) | Not enough data | 
| **RTO and RPO Management** | Not enough data | 8.7 (135 reviews) | Not enough data | 

#### Agentic AI - Disaster Recovery

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.6 (9 reviews) | Not enough data | 
| **Multi-step Planning** | Not enough data | 8.1 (9 reviews) | Not enough data | 
| **Cross-system Integration** | Not enough data | 8.0 (9 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **Natural Language Interaction** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 8.8 (10 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 8.8 (10 reviews) | Not enough data | 

### Data Replication

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | 9.1/10 | 22 |
| **Veeam Data Platform** | 8.8/10 | 122 |
| **NAKIVO Backup & Replication** | 8.8/10 | 41 |

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Real-Time Analytics** | 9.1 (18 reviews) | 8.9 (99 reviews) | 9.0 (38 reviews) | 
| **Solution Integration** | 9.0 (19 reviews) | 8.8 (94 reviews) | 8.7 (35 reviews) | 
| **Infrastructure Compatibility** | 9.1 (18 reviews) | 9.2 (110 reviews) | 9.1 (38 reviews) | 
| **Monitoring** | 9.1 (17 reviews) | 9.1 (111 reviews) | 8.9 (39 reviews) | 

#### Solution Provision

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **System Failover** | 9.0 (16 reviews) | 8.8 (96 reviews) | 8.6 (34 reviews) | 
| **Pay by Usage** | 8.8 (15 reviews) | 7.9 (83 reviews) | 8.5 (35 reviews) | 
| **Service Provision** | 8.9 (16 reviews) | 8.7 (90 reviews) | 8.9 (34 reviews) | 

### Cloud File Storage

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Functionality

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Storage Scaling** | Not enough data | Not enough data | Not enough data | 
| **Backup Support** | Not enough data | Not enough data | Not enough data | 
| **File Security** | Not enough data | Not enough data | Not enough data | 
| **File Organization** | Not enough data | Not enough data | Not enough data | 

#### Cloud Support

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Service Support** | Not enough data | Not enough data | Not enough data | 
| **Cloud Transparency** | Not enough data | Not enough data | Not enough data | 
| **Cloud Migration Support** | Not enough data | Not enough data | Not enough data | 

#### Automation

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Intelligent Data Management** | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | 

### Data Security

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Compliance

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | 

### Backup

| Product | Score | Reviews |
|---|---|---|
| **AWS Glue** | N/A | N/A |
| **Veeam Data Platform** | N/A | N/A |
| **NAKIVO Backup & Replication** | N/A | N/A |

#### Management

| Feature | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (1):** [Data Replication Software](https://www.g2.com/categories/data-replication)

**Unique to AWS Glue (6):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace), [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), [ETL Tools](https://www.g2.com/categories/etl-tools)

**Unique to Veeam Data Platform (7):** [Disaster Recovery Software](https://www.g2.com/categories/disaster-recovery), [Data Loss Prevention (DLP) Software](https://www.g2.com/categories/data-loss-prevention-dlp), [Online Backup Software](https://www.g2.com/categories/online-backup), [Server Backup Software](https://www.g2.com/categories/server-backup), [File Recovery Software](https://www.g2.com/categories/file-recovery-software), [Cloud File Storage Software](https://www.g2.com/categories/cloud-file-storage), [IT Resilience Orchestration Automation (ITRO) Software](https://www.g2.com/categories/it-resilience-orchestration-automation-itro)

**Unique to NAKIVO Backup & Replication (4):** [Database Backup Software](https://www.g2.com/categories/database-backup), [Server Backup Software](https://www.g2.com/categories/server-backup), [Online Backup Software](https://www.g2.com/categories/online-backup), [SaaS Backup Software](https://www.g2.com/categories/saas-backup)


---
## Reviewer Demographics

### By Company Size

| Segment | AWS Glue | Veeam Data Platform | NAKIVO Backup & Replication | 
|---|---|---|---|
| **Small-Business** | 23.0% | 21.9% | 57.7% | 
| **Mid-Market** | 29.3% | 60.3% | 38.5% | 
| **Enterprise** | 47.6% | 17.8% | 3.8% | 

### By Industry

#### AWS Glue

- **Information Technology and Services:** 18.3%
- **Computer Software:** 14.7%
- **Financial Services:** 6.3%
- **Hospital & Health Care:** 5.8%
- **Computer & Network Security:** 4.2%
- **Telecommunications:** 3.7%
- **Insurance:** 3.7%
- **Banking:** 3.1%
- **Airlines/Aviation:** 2.6%
- **Marketing and Advertising:** 2.6%
- **Other:** 35.1%

#### Veeam Data Platform

- **Information Technology and Services:** 19.0%
- **Government Administration:** 3.9%
- **Computer & Network Security:** 3.8%
- **Hospital & Health Care:** 3.6%
- **Financial Services:** 3.6%
- **Primary/Secondary Education:** 3.3%
- **Manufacturing:** 2.7%
- **Computer Software:** 2.7%
- **Construction:** 2.7%
- **Higher Education:** 2.7%
- **Other:** 52.0%

#### NAKIVO Backup & Replication

- **Information Technology and Services:** 23.3%
- **Computer & Network Security:** 8.7%
- **Computer Software:** 6.8%
- **Telecommunications:** 2.9%
- **Non-Profit Organization Management:** 1.9%
- **Hospital & Health Care:** 1.9%
- **Government Administration:** 1.9%
- **Retail:** 1.9%
- **Transportation/Trucking/Railroad:** 1.9%
- **Computer Networking:** 1.9%
- **Other:** 46.6%

---
## Alternatives

### Alternatives to AWS Glue

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (679 reviews)
- [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (794 reviews)
- [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (276 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 (770 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews)
- [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (211 reviews)
- [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (99 reviews)
- [Informatica PowerCenter](https://www.g2.com/products/informatica-powercenter/reviews) — 4.3/5 stars (90 reviews)

### Alternatives to Veeam Data Platform

- [Unitrends Backup and Recovery](https://www.g2.com/products/unitrends-backup-and-recovery/reviews) — 4.2/5 stars (453 reviews)
- [Cove Data Protection](https://www.g2.com/products/cove-data-protection/reviews) — 4.5/5 stars (432 reviews)
- [Arctera Backup Exec](https://www.g2.com/products/arctera-arctera-backup-exec/reviews) — 4.2/5 stars (275 reviews)
- [IBM Storage Protect](https://www.g2.com/products/ibm-storage-protect/reviews) — 4.1/5 stars (77 reviews)
- [IDrive Online and SaaS Backup, Object Storage e2](https://www.g2.com/products/idrive-online-and-saas-backup-object-storage-e2/reviews) — 4.4/5 stars (1921 reviews)
- [CyberSentriq](https://www.g2.com/products/cybersentriq/reviews) — 4.6/5 stars (387 reviews)
- [BDRShield](https://www.g2.com/products/bdrshield/reviews) — 4.3/5 stars (155 reviews)
- [Arcserve UDP](https://www.g2.com/products/arcserve-arcserve-udp/reviews) — 4.2/5 stars (136 reviews)
- [Datto SIRIS](https://www.g2.com/products/kaseya-datto-siris/reviews) — 4.6/5 stars (282 reviews)
- [AvePoint Confidence Platform](https://www.g2.com/products/avepoint-confidence-platform/reviews) — 4.5/5 stars (120 reviews)

### Alternatives to NAKIVO Backup & Replication

- [MSP360 Backup](https://www.g2.com/products/msp360-backup/reviews) — 4.5/5 stars (544 reviews)
- [Druva Data Security Cloud](https://www.g2.com/products/druva-data-security-cloud/reviews) — 4.7/5 stars (730 reviews)
- [Cove Data Protection](https://www.g2.com/products/cove-data-protection/reviews) — 4.5/5 stars (432 reviews)
- [BDRShield](https://www.g2.com/products/bdrshield/reviews) — 4.3/5 stars (155 reviews)
- [Hornetsecurity VM Backup](https://www.g2.com/products/hornetsecurity-vm-backup/reviews) — 4.7/5 stars (273 reviews)
- [Unitrends Backup and Recovery](https://www.g2.com/products/unitrends-backup-and-recovery/reviews) — 4.2/5 stars (453 reviews)
- [CyberSentriq](https://www.g2.com/products/cybersentriq/reviews) — 4.6/5 stars (387 reviews)
- [Arctera Backup Exec](https://www.g2.com/products/arctera-arctera-backup-exec/reviews) — 4.2/5 stars (275 reviews)
- [Acronis Cyber Protect Cloud](https://www.g2.com/products/acronis-cyber-protect-cloud/reviews) — 4.7/5 stars (1336 reviews)
- [Acronis Cyber Protect](https://www.g2.com/products/acronis-acronis-cyber-protect/reviews) — 4.3/5 stars (742 reviews)

---
## Top Discussions

### 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..."

### Veeam Data Platform

- Title: [What does Veeam Software Do?](https://www.g2.com/discussions/what-does-veeam-software-do) — 4 comments
  > **Top comment:** "Veeam Software are made for backup, replicate and store and recovery data in any way or plataform ( Cloud, On primeses )"
- Title: [What does Veeam Software Do?](https://www.g2.com/discussions/veeam-one-what-does-veeam-software-do) — 2 comments
  > **Top comment:** "Veeam is a professional solution for Data Protection, Data Backup, Data Recovery, Real time monitoring, Business Documentation and Reporting."
- Title: [Can I back up directly to Azure BLOB storage in V10](https://www.g2.com/discussions/27447-can-i-back-up-directly-to-azure-blob-storage-in-v10) — 2 comments, 1 upvote
  > **Top comment:** "I send backups to an Azure Blob via the Scale-Up Repository feature in Veeam (worked in v9 too). If you're uncertain how to do this, lean on the excellent..."
- Title: [Is a free trial available?](https://www.g2.com/discussions/is-a-free-trial-available) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, a fully-functional 30-day free trial is available and contains everything you need to get started (even if you're not currently a Veeam customer)."
- Title: [What is Automatic License Update?](https://www.g2.com/discussions/automatic-license-update) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Starting with v7 patch 4, Veeam Backup & Replication supports automatic license updates. With this feature enabled, Veeam backup server (or Veeam Backup..."

### NAKIVO Backup & Replication

- Title: [What is NAKIVO Backup & Replication used for?](https://www.g2.com/discussions/what-is-nakivo-backup-replication-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "NAKIVO Backup & Replication is a backup and disaster recovery solution for SMBs, enterprises and MSPs. It supports hybrid and multi-cloud environments,..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-glue-vs-veeam-data-platform-vs-nakivo-backup-replication)