# Amazon Neptune, MongoDB Atlas vs Neo4j Graph Database Comparison

| | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 30 | 371 | 133 | 
| **Largest Market Segment** | Small-Business (58.6% of reviews) | Small-Business (57.9% of reviews) | Small-Business (43.5% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | Free | 

---
## Top Pros & Cons

### Amazon Neptune

**Not enough data**

### MongoDB Atlas

Pros:
- Ease of Use (7 reviews)
- Scalability (5 reviews)

Cons:
- Expensive Pricing (3 reviews)
- Unclear Pricing (3 reviews)

### Neo4j Graph Database

Pros:
- Database Management (1 reviews)
- Design Flexibility (1 reviews)

Cons:
- Backup Issues (1 reviews)
- Data Management Issues (1 reviews)

---
## Ratings Comparison
| Rating | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
  | **Meets Requirements** | 8.9 (26 reviews) | 8.9 (272 reviews) | 8.5 (73 reviews) | 
  | **Ease of Use** | 9.1 (27 reviews) | 9.0 (275 reviews) | 8.2 (75 reviews) | 
  | **Ease of Setup** | 8.7 (9 reviews) | 9.1 (105 reviews) | 8.7 (31 reviews) | 
  | **Ease of Admin** | 9.0 (10 reviews) | 8.7 (96 reviews) | 8.0 (28 reviews) | 
  | **Quality of Support** | 9.2 (24 reviews) | 8.7 (242 reviews) | 8.5 (64 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (10 reviews) | 8.8 (91 reviews) | 8.8 (24 reviews) | 
  | **Product Direction (% positive)** | 9.6 (27 reviews) | 9.3 (268 reviews) | 9.0 (68 reviews) | 

---
## Pricing

### Amazon Neptune

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### MongoDB Atlas

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Neo4j Graph Database

#### Entry-Level Pricing

Plan: AuraDB Free

Price: Free

Description: A fully-managed graph database for free; no commitment required.

Key Features:
- console.neo4j.io

[Learn more about Neo4j Graph Database](https://www.g2.com/products/neo4j-graph-database/reviews)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Amazon Neptune** | N/A | N/A |
| **MongoDB Atlas** | 8.6/10 | 62 |
| **Neo4j Graph Database** | N/A | N/A |

#### Reports

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.2 (51 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.2 (49 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.9 (57 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.9 (46 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 8.9 (55 reviews) | Not enough data | 

#### Self Service 

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **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 | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **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 | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **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 | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **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 |
|---|---|---|
| **Amazon Neptune** | N/A | N/A |
| **MongoDB Atlas** | 8.6/10 | 64 |
| **Neo4j Graph Database** | N/A | N/A |

#### Reports

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.2 (51 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 8.2 (49 reviews) | Not enough data | 
| **Graphs and Charts** | Not enough data | 8.9 (57 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.9 (46 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 8.9 (55 reviews) | Not enough data | 

#### Reports

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.6 (53 reviews) | Not enough data | 
| **Share Reports** | Not enough data | 8.6 (51 reviews) | Not enough data | 
| **Steps to Answer** | Not enough data | 7.9 (48 reviews) | Not enough data | 

#### Generative AI

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Visualization

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Graphs and Charts** | Not enough data | 9.0 (56 reviews) | Not enough data | 
| **Score Cards** | Not enough data | 8.4 (46 reviews) | Not enough data | 
| **Dashboards** | Not enough data | 9.2 (55 reviews) | Not enough data | 
| **Formats** | Not enough data | 8.5 (49 reviews) | Not enough data | 

#### Data Updates

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.6 (46 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 8.7 (54 reviews) | Not enough data | 

#### Collaboration

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Sharing** | Not enough data | 8.6 (49 reviews) | Not enough data | 
| **Co-Editing** | Not enough data | 8.5 (43 reviews) | Not enough data | 
| **Devices** | Not enough data | 8.1 (47 reviews) | Not enough data | 

#### Data Updates

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Historical Snapshots** | Not enough data | 8.6 (44 reviews) | Not enough data | 
| **Real-Time Updating** | Not enough data | 8.7 (50 reviews) | Not enough data | 
| **Email Reports** | Not enough data | 8.3 (46 reviews) | Not enough data | 

### Database Management Systems (DBMS)

| Product | Score | Reviews |
|---|---|---|
| **Amazon Neptune** | N/A | N/A |
| **MongoDB Atlas** | N/A | N/A |
| **Neo4j Graph Database** | N/A | N/A |

#### Management

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Data dictionary** | Not enough data | Not enough data | Not enough data | 
| **Data Replication** | Not enough data | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | Not enough data | 

#### Maintenance

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Data Migration** | Not enough data | Not enough data | Not enough data | 
| **Backup and Recovery** | Not enough data | Not enough data | Not enough data | 
| **Multi-User Environment** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Data Encryption** | Not enough data | Not enough data | Not enough data | 
| **User Access Control** | Not enough data | Not enough data | Not enough data | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **Amazon Neptune** | N/A | N/A |
| **MongoDB Atlas** | 8.9/10 | 62 |
| **Neo4j Graph Database** | N/A | N/A |

#### Data Management

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Data Model** | Not enough data | 9.2 (57 reviews) | Not enough data | 
| **Data Types** | Not enough data | 9.3 (56 reviews) | Not enough data | 
| **Built - In Search** | Not enough data | 8.6 (54 reviews) | Not enough data | 
| **Event Triggers** | Not enough data | 8.7 (50 reviews) | Not enough data | 

#### Availability

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | 8.9 (48 reviews) | Not enough data | 
| **Auto Recovery** | Not enough data | 8.6 (49 reviews) | Not enough data | 
| **Data Replication** | Not enough data | 9.0 (52 reviews) | Not enough data | 

#### Performance

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Query Optimization** | Not enough data | 8.5 (55 reviews) | Not enough data | 

#### Security

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Role-Based Authorization** | Not enough data | 9.0 (55 reviews) | Not enough data | 
| **Authentication** | Not enough data | 9.2 (56 reviews) | Not enough data | 
| **Audit Logs** | Not enough data | 8.8 (51 reviews) | Not enough data | 
| **Encryption** | Not enough data | 9.0 (53 reviews) | Not enough data | 

#### Support

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Multi-Model** | Not enough data | 8.5 (52 reviews) | Not enough data | 
| **Operating Systems** | Not enough data | 9.2 (50 reviews) | Not enough data | 
| **BI Connectors** | Not enough data | 8.7 (40 reviews) | Not enough data | 

### Graph Databases

| Product | Score | Reviews |
|---|---|---|
| **Amazon Neptune** | 9.2/10 | 8 |
| **MongoDB Atlas** | N/A | N/A |
| **Neo4j Graph Database** | 7.5/10 | 23 |

#### Data Management

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Data Model** | 9.4 (6 reviews) | Not enough data | 7.7 (22 reviews) | 
| **Data Types** | 9.3 (5 reviews) | Not enough data | 8.3 (20 reviews) | 
| **Built - In Search** | 9.7 (5 reviews) | Not enough data | 8.0 (20 reviews) | 
| **Event Triggers** | 8.7 (5 reviews) | Not enough data | 7.5 (14 reviews) | 
| **Query Language** | 8.7 (5 reviews) | Not enough data | 8.2 (21 reviews) | 

#### Availability

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | 7.1 (12 reviews) | 
| **Auto Recovery** | Not enough data | Not enough data | 6.9 (13 reviews) | 

#### Performance

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Query Optimization** | 9.0 (5 reviews) | Not enough data | 7.4 (19 reviews) | 

#### Security

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Role-Based Authorization** | 9.0 (5 reviews) | Not enough data | 7.9 (15 reviews) | 
| **Authentication** | 9.3 (5 reviews) | Not enough data | 8.0 (16 reviews) | 
| **Audit Logs** | 9.7 (5 reviews) | Not enough data | 7.6 (15 reviews) | 
| **Encryption** | 9.0 (5 reviews) | Not enough data | 7.1 (14 reviews) | 

#### Support

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Multi-Model** | 9.3 (5 reviews) | Not enough data | 7.2 (15 reviews) | 
| **BI Connectors** | 9.7 (5 reviews) | Not enough data | 6.2 (15 reviews) | 
| **Operating Systems** | 9.3 (5 reviews) | Not enough data | 7.7 (17 reviews) | 

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **Amazon Neptune** | 9.2/10 | 22 |
| **MongoDB Atlas** | 8.8/10 | 162 |
| **Neo4j Graph Database** | N/A | N/A |

#### Configuration

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Application Performance** | 9.1 (17 reviews) | 9.2 (136 reviews) | Not enough data | 
| **Orchestration** | 8.9 (15 reviews) | 8.5 (118 reviews) | Not enough data | 
| **Database Monitoring** | 8.9 (16 reviews) | 9.0 (130 reviews) | Not enough data | 
| **Anomaly Detection** | 8.8 (14 reviews) | 8.3 (110 reviews) | Not enough data | 
| **Network Security** | 9.5 (14 reviews) | 8.9 (123 reviews) | Not enough data | 

#### Database Administration

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Provisioning** | 9.2 (16 reviews) | 8.8 (126 reviews) | Not enough data | 
| **Governance** | 8.6 (16 reviews) | 8.8 (117 reviews) | Not enough data | 
| **Auditing** | 8.7 (14 reviews) | 8.6 (111 reviews) | Not enough data | 

#### Availability

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Scalability** | 8.8 (17 reviews) | 9.2 (129 reviews) | Not enough data | 
| **Backup** | 9.4 (18 reviews) | 8.8 (126 reviews) | Not enough data | 
| **Archiving** | 8.9 (15 reviews) | 8.5 (113 reviews) | Not enough data | 
| **Indexing** | 8.9 (15 reviews) | 9.0 (128 reviews) | Not enough data | 

#### Security

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Data Masking** | 10.0 (6 reviews) | 8.7 (74 reviews) | Not enough data | 
| **Authentication And Single Sign-On** | 9.4 (6 reviews) | 9.0 (81 reviews) | Not enough data | 
| **Data Anonymization** | 9.0 (5 reviews) | 8.7 (72 reviews) | Not enough data | 

#### Data Management

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Data Replication** | 9.7 (6 reviews) | 8.7 (79 reviews) | Not enough data | 
| **Advanced Data Analytics** | 10.0 (5 reviews) | 8.8 (68 reviews) | Not enough data | 

### NoSQL Databases

| Product | Score | Reviews |
|---|---|---|
| **Amazon Neptune** | N/A | N/A |
| **MongoDB Atlas** | N/A | N/A |
| **Neo4j Graph Database** | N/A | N/A |

#### Database Features

| Feature | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **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):** [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas)

**Unique to Amazon Neptune (1):** [Graph Databases](https://www.g2.com/categories/graph-databases)

**Unique to MongoDB Atlas (2):** [Document Databases](https://www.g2.com/categories/document-databases), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to Neo4j Graph Database (2):** [Graph Databases](https://www.g2.com/categories/graph-databases), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms)


---
## Reviewer Demographics

### By Company Size

| Segment | Amazon Neptune | MongoDB Atlas | Neo4j Graph Database | 
|---|---|---|---|
| **Small-Business** | 58.6% | 57.9% | 43.5% | 
| **Mid-Market** | 17.2% | 25.1% | 29.8% | 
| **Enterprise** | 24.1% | 17.0% | 26.7% | 

### By Industry

#### Amazon Neptune

- **Computer Software:** 20.0%
- **Accounting:** 13.3%
- **Information Technology and Services:** 13.3%
- **Marketing and Advertising:** 10.0%
- **Animation:** 3.3%
- **Arts and Crafts:** 3.3%
- **Automotive:** 3.3%
- **Banking:** 3.3%
- **Business Supplies and Equipment:** 3.3%
- **Consumer Goods:** 3.3%
- **Other:** 23.3%

#### MongoDB Atlas

- **Computer Software:** 30.0%
- **Information Technology and Services:** 21.9%
- **Higher Education:** 4.0%
- **Education Management:** 4.0%
- **Financial Services:** 3.2%
- **Consumer Services:** 2.0%
- **Telecommunications:** 1.7%
- **Internet:** 1.4%
- **Insurance:** 1.4%
- **Marketing and Advertising:** 1.4%
- **Other:** 28.8%

#### Neo4j Graph Database

- **Computer Software:** 25.2%
- **Information Technology and Services:** 16.8%
- **Internet:** 5.3%
- **Telecommunications:** 4.6%
- **Hospital & Health Care:** 3.1%
- **Higher Education:** 3.1%
- **Financial Services:** 3.1%
- **Marketing and Advertising:** 3.1%
- **Transportation/Trucking/Railroad:** 2.3%
- **Pharmaceuticals:** 2.3%
- **Other:** 31.3%

---
## Alternatives

### Alternatives to Amazon Neptune

- [Arango](https://www.g2.com/products/arango/reviews) — 4.6/5 stars (115 reviews)
- [Azure Cosmos DB](https://www.g2.com/products/azure-cosmos-db/reviews) — 4.2/5 stars (68 reviews)
- [OrientDB](https://www.g2.com/products/orientdb/reviews) — 3.9/5 stars (60 reviews)
- [Dgraph](https://www.g2.com/products/dgraph/reviews) — 4.7/5 stars (22 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [ScyllaDB](https://www.g2.com/products/scylladb/reviews) — 4.5/5 stars (427 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews)
- [Ninox](https://www.g2.com/products/ninox/reviews) — 4.7/5 stars (362 reviews)

### Alternatives to MongoDB Atlas

- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (530 reviews)
- [Google Cloud Firestore](https://www.g2.com/products/google-cloud-firestore/reviews) — 4.2/5 stars (97 reviews)
- [Azure Cosmos DB](https://www.g2.com/products/azure-cosmos-db/reviews) — 4.2/5 stars (68 reviews)
- [Amazon DocumentDB](https://www.g2.com/products/amazon-documentdb/reviews) — 4.3/5 stars (44 reviews)
- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (907 reviews)
- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (749 reviews)
- [Amazon Aurora](https://www.g2.com/products/amazon-aurora/reviews) — 4.5/5 stars (457 reviews)
- [Google Cloud SQL](https://www.g2.com/products/google-cloud-sql/reviews) — 4.5/5 stars (366 reviews)
- [Azure SQL Database](https://www.g2.com/products/azure-sql-database/reviews) — 4.5/5 stars (241 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)

### Alternatives to Neo4j Graph Database

- [Arango](https://www.g2.com/products/arango/reviews) — 4.6/5 stars (115 reviews)
- [Azure Cosmos DB](https://www.g2.com/products/azure-cosmos-db/reviews) — 4.2/5 stars (68 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [Redis Software](https://www.g2.com/products/redis-software/reviews) — 4.5/5 stars (134 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews)
- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (530 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2280 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)
- [OrientDB](https://www.g2.com/products/orientdb/reviews) — 3.9/5 stars (60 reviews)
- [Amazon Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (907 reviews)

---
## Top Discussions

### Amazon Neptune

No discussions available for this product.

### MongoDB Atlas

- Title: [can we axpect more feature available to students as developerss it would be verry helpful](https://www.g2.com/discussions/can-we-axpect-more-feature-available-to-students-as-developerss-it-would-be-verry-helpful) — 4 comments, 1 upvote
  > **Top comment:** "yes."
- Title: [Is MongoDB Atlas free?](https://www.g2.com/discussions/is-mongodb-atlas-free) — 3 comments
  > **Top comment:** "No it's not free - it's MongoDB's end to end management service "
- Title: [What is the difference between MongoDB and Mongodb Atlas?](https://www.g2.com/discussions/what-is-the-difference-between-mongodb-and-mongodb-atlas) — 2 comments
  > **Top comment:** "MongoDB is the Database only.  You can run MongoDB in your machine or in a server, but you would need to manage it. 
MongoDB Atlas is the Database as a..."
- Title: [How does MongoDB Atlas handle backups?](https://www.g2.com/discussions/backups) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "Continuous Backup:

MongoDB Atlas continuously backs up your data, ensuring your backups are just a few seconds behind the operational system. The platform..."
- Title: [What scale does MongoDB Atlas support?](https://www.g2.com/discussions/scalability-6bf8928f-a43e-41fa-a268-080310558f58) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "MongoDB is one of the most scalable databases on the planet, and MongoDB Atlas brings you that same scalability, but with us managing it for you:

You can..."

### Neo4j Graph Database

- Title: [Is neo4j enterprise free?](https://www.g2.com/discussions/is-neo4j-enterprise-free) — 2 comments
  > **Top comment:** "If you are a student aiming to be acquire new-age data science skills; enroll for an academic course and you can use it for free for certification purposes. "
- Title: [What is neo4j good for?](https://www.g2.com/discussions/what-is-neo4j-good-for) — 2 comments
  > **Top comment:** "Information has always been served in tabular forms majorly due to the early requirements of the banking industry. Soon, spreadsheets became a tool to assess..."
- Title: [What companies use neo4j?](https://www.g2.com/discussions/what-companies-use-neo4j) — 1 comment *(includes official response)*
  > **Top comment:** "Great question. This page https://neo4j.com/customers/ has a shortlist of referenceable customers.  Comcast, eBay, Adobe, and Microsoft, to name a few. "
- Title: [What are some of the benefits provided by the neo4j DBMS?](https://www.g2.com/discussions/what-are-some-of-the-benefits-provided-by-the-neo4j-dbms) — 1 comment
  > **Top comment:** "Very easy to grow database schema over time"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amazon-neptune-vs-mongodb-atlas-vs-neo4j-graph-database)