# MongoDB Atlas, Progress MarkLogic vs Amazon DocumentDB Comparison

| | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 368 | 65 | 44 | 
| **Largest Market Segment** | Small-Business (57.4% of reviews) | Enterprise (53.1% of reviews) | Small-Business (33.3% of reviews) | 
| **Entry Level Price** | No pricing available | Free | $0.10 GB/month (prices may vary across AWS regions)   GB | 

---
## Top Pros & Cons

### MongoDB Atlas

Pros:
- Ease of Use (8 reviews)
- User Interface (7 reviews)

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

### Progress MarkLogic

**Not enough data**

### Amazon DocumentDB

Pros:
- Cloud Computing (1 reviews)
- Easy Integrations (1 reviews)

Cons:
- Complexity (1 reviews)
- Dependency Issues (1 reviews)

---
## Ratings Comparison
| Rating | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
  | **Meets Requirements** | 8.9 (270 reviews) | 8.7 (62 reviews) | 8.6 (38 reviews) | 
  | **Ease of Use** | 9.0 (271 reviews) | 8.1 (61 reviews) | 8.6 (37 reviews) | 
  | **Ease of Setup** | 9.1 (101 reviews) | 8.2 (37 reviews) | 8.5 (11 reviews) | 
  | **Ease of Admin** | 8.7 (96 reviews) | 8.2 (30 reviews) | 8.2 (10 reviews) | 
  | **Quality of Support** | 8.7 (241 reviews) | 8.2 (59 reviews) | 8.6 (37 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (91 reviews) | 8.7 (30 reviews) | 8.5 (10 reviews) | 
  | **Product Direction (% positive)** | 9.3 (266 reviews) | 9.4 (61 reviews) | 7.9 (33 reviews) | 

---
## Pricing

### MongoDB Atlas

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Progress MarkLogic

#### Entry-Level Pricing

Plan: Developer

Price: Free

Description: The fastest way to start building your app with all of MarkLogic’s key features.

Key Features:
- Multi-model Database
- Integrated Search Engine
- Scalability and Elasticity

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

#### Free Trial

Yes

### Amazon DocumentDB

#### Entry-Level Pricing

Plan: Amazon DocumentDB Pricing

Price: $0.10 GB/month (prices may vary across AWS regions)   GB

Description: Amazon DocumentDB is priced in four dimensions: 1) On-demand instances The amount of compute instances for a cluster (pricing per second with a 10-minute minimum); 2) Database I/O: The amount of I/O used when reading and writing data to your cluster’s storage volume (pricing per million I/Os); 3) Database storage: The amount of data stored in your cluster's storage volume (pricing per GB/month); 4) Backup storage: The amount of backup storage used in excess of your cluster’s database storage usage (pricing per GB/month). Other AWS-wide costs (such as data transfer between applications and DocumentDB across Availability Zones) may also apply.


[Learn more about Amazon DocumentDB](https://www.g2.com/products/amazon-documentdb/reviews)

#### Free Trial

No

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **MongoDB Atlas** | 8.6/10 | 62 |
| **Progress MarkLogic** | N/A | N/A |
| **Amazon DocumentDB** | N/A | N/A |

#### Reports

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

#### Self Service 

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **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 | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **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 | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **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 | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **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 |
|---|---|---|
| **MongoDB Atlas** | 8.6/10 | 64 |
| **Progress MarkLogic** | N/A | N/A |
| **Amazon DocumentDB** | N/A | N/A |

#### Reports

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

#### Reports

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Reports Interface** | 8.6 (53 reviews) | Not enough data | Not enough data | 
| **Share Reports** | 8.6 (51 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 7.9 (48 reviews) | Not enough data | Not enough data | 

#### Generative AI

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

#### Data Updates

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Historical Snapshots** | 8.6 (46 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.7 (54 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Sharing** | 8.6 (49 reviews) | Not enough data | Not enough data | 
| **Co-Editing** | 8.5 (43 reviews) | Not enough data | Not enough data | 
| **Devices** | 8.1 (47 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Historical Snapshots** | 8.6 (44 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.7 (50 reviews) | Not enough data | Not enough data | 
| **Email Reports** | 8.3 (46 reviews) | Not enough data | Not enough data | 

### Enterprise Search Software

| Product | Score | Reviews |
|---|---|---|
| **MongoDB Atlas** | N/A | N/A |
| **Progress MarkLogic** | 8.6/10 | 7 |
| **Amazon DocumentDB** | N/A | N/A |

#### Compatibility

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Federated Search** | Not enough data | 8.8 (7 reviews) | Not enough data | 
| **File Types** | Not enough data | 9.0 (7 reviews) | Not enough data | 
| **Global Language Support** | Not enough data | 8.3 (7 reviews) | Not enough data | 

#### Agentic AI - Enterprise Search Software

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Feature Not Available | Not enough data | 
| **Multi-step Planning** | Not enough data | Feature Not Available | Not enough data | 
| **Cross-system Integration** | Not enough data | Feature Not Available | Not enough data | 
| **Adaptive Learning** | Not enough data | Feature Not Available | Not enough data | 
| **Proactive Assistance** | Not enough data | Feature Not Available | Not enough data | 
| **Decision Making** | Not enough data | Feature Not Available | Not enough data | 

#### Search Queries

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Typo Tolerance** | Not enough data | 8.3 (7 reviews) | Not enough data | 
| **Faceted Search** | Not enough data | 8.8 (7 reviews) | Not enough data | 
| **Synonyms** | Not enough data | 9.0 (5 reviews) | Not enough data | 
| **Highlighting** | Not enough data | 8.3 (5 reviews) | Not enough data | 
| **Natural Language** | Not enough data | 8.6 (6 reviews) | Not enough data | 

#### AI powered search - Enterprise Search Software

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Generative RAG (Retrieval augmented generation)** | Not enough data | Not enough data | Not enough data | 
| **Relevance Tuning** | Not enough data | Not enough data | Not enough data | 
| **NLP & Semantic search** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Personalization** | Not enough data | 8.1 (6 reviews) | Not enough data | 
| **Search Analytics** | Not enough data | 8.9 (6 reviews) | Not enough data | 
| **Integrations** | Not enough data | 8.6 (6 reviews) | Not enough data | 

#### Compatibility - Enterprise Search Software

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **File Types** | Not enough data | Not enough data | Not enough data | 
| **Federated Search** | Not enough data | Not enough data | Not enough data | 
| **Global Language Support** | Not enough data | Not enough data | Not enough data | 

#### Functionality - Enterprise Search Software

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Search Analytics** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 

#### Search Queries - Enterprise Search Software

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Highlighting** | Not enough data | Not enough data | Not enough data | 
| **Faceted Search** | Not enough data | Not enough data | Not enough data | 
| **Typo Tolerance** | Not enough data | Not enough data | Not enough data | 
| **Synonyms** | Not enough data | Not enough data | Not enough data | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **MongoDB Atlas** | N/A | N/A |
| **Progress MarkLogic** | 8.6/10 | 9 |
| **Amazon DocumentDB** | N/A | N/A |

#### Data Management

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Data Integration** | Not enough data | 8.9 (9 reviews) | Not enough data | 
| **Data Discovery** | Not enough data | 8.7 (9 reviews) | Not enough data | 
| **Multi - Platform** | Not enough data | 8.7 (9 reviews) | Not enough data | 
| **Metadata** | Not enough data | 8.7 (9 reviews) | Not enough data | 

#### Analytics

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Data Analytics** | Not enough data | 8.9 (9 reviews) | Not enough data | 

#### Security

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Compliance** | Not enough data | 8.3 (9 reviews) | Not enough data | 
| **Governance** | Not enough data | 8.3 (8 reviews) | Not enough data | 
| **Data Protection** | Not enough data | 8.7 (9 reviews) | Not enough data | 

#### Generative AI

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.8 (6 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 8.6 (6 reviews) | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Feature Not Available | Not enough data | 
| **Multi-step Planning** | Not enough data | Feature Not Available | Not enough data | 
| **Cross-system Integration** | Not enough data | Feature Not Available | Not enough data | 
| **Adaptive Learning** | Not enough data | Feature Not Available | Not enough data | 
| **Decision Making** | Not enough data | Feature Not Available | Not enough data | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **MongoDB Atlas** | 8.9/10 | 61 |
| **Progress MarkLogic** | 8.5/10 | 21 |
| **Amazon DocumentDB** | 9.2/10 | 11 |

#### Data Management

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Data Model** | 9.2 (56 reviews) | 8.3 (19 reviews) | 9.4 (6 reviews) | 
| **Data Types** | 9.3 (56 reviews) | 8.8 (20 reviews) | 9.0 (5 reviews) | 
| **Built - In Search** | 8.7 (53 reviews) | 8.6 (20 reviews) | 9.7 (5 reviews) | 
| **Event Triggers** | 8.7 (50 reviews) | 8.6 (17 reviews) | 9.3 (5 reviews) | 

#### Availability

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Auto Sharding** | 8.9 (48 reviews) | 8.3 (17 reviews) | 8.6 (6 reviews) | 
| **Auto Recovery** | 8.6 (49 reviews) | 8.6 (18 reviews) | 9.5 (7 reviews) | 
| **Data Replication** | 9.0 (52 reviews) | 8.3 (18 reviews) | 9.0 (5 reviews) | 

#### Performance

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Query Optimization** | 8.6 (54 reviews) | 8.1 (18 reviews) | 8.7 (5 reviews) | 

#### Security

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Role-Based Authorization** | 9.0 (55 reviews) | 8.5 (18 reviews) | 9.7 (5 reviews) | 
| **Authentication** | 9.2 (56 reviews) | 8.1 (18 reviews) | 9.2 (6 reviews) | 
| **Audit Logs** | 8.8 (51 reviews) | 8.1 (18 reviews) | 10.0 (5 reviews) | 
| **Encryption** | 9.0 (53 reviews) | 8.5 (18 reviews) | 10.0 (7 reviews) | 

#### Support

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Multi-Model** | 8.5 (52 reviews) | 8.6 (17 reviews) | 8.7 (5 reviews) | 
| **Operating Systems** | 9.2 (50 reviews) | 8.3 (17 reviews) | 8.7 (5 reviews) | 
| **BI Connectors** | 8.7 (40 reviews) | 8.6 (17 reviews) | 8.0 (5 reviews) | 

### Database as a Service (DBaaS)

| Product | Score | Reviews |
|---|---|---|
| **MongoDB Atlas** | 8.8/10 | 159 |
| **Progress MarkLogic** | N/A | N/A |
| **Amazon DocumentDB** | 9.3/10 | 19 |

#### Configuration

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Application Performance** | 9.2 (136 reviews) | Not enough data | 9.3 (16 reviews) | 
| **Orchestration** | 8.5 (117 reviews) | Not enough data | 8.7 (15 reviews) | 
| **Database Monitoring** | 9.0 (129 reviews) | Not enough data | 8.6 (14 reviews) | 
| **Anomaly Detection** | 8.3 (109 reviews) | Not enough data | 8.7 (13 reviews) | 
| **Network Security** | 9.0 (121 reviews) | Not enough data | 9.0 (14 reviews) | 

#### Database Administration

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Provisioning** | 8.8 (125 reviews) | Not enough data | 9.2 (14 reviews) | 
| **Governance** | 8.8 (116 reviews) | Not enough data | 8.8 (13 reviews) | 
| **Auditing** | 8.6 (110 reviews) | Not enough data | 9.4 (13 reviews) | 

#### Availability

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Scalability** | 9.2 (129 reviews) | Not enough data | 9.4 (14 reviews) | 
| **Backup** | 8.8 (125 reviews) | Not enough data | 9.7 (15 reviews) | 
| **Archiving** | 8.5 (113 reviews) | Not enough data | 9.6 (13 reviews) | 
| **Indexing** | 9.0 (127 reviews) | Not enough data | 9.0 (15 reviews) | 

#### Security

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Data Masking** | 8.7 (74 reviews) | Not enough data | 9.4 (9 reviews) | 
| **Authentication And Single Sign-On** | 9.0 (80 reviews) | Not enough data | 9.4 (9 reviews) | 
| **Data Anonymization** | 8.7 (72 reviews) | Not enough data | 9.3 (9 reviews) | 

#### Data Management

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Data Replication** | 8.7 (79 reviews) | Not enough data | 9.7 (10 reviews) | 
| **Advanced Data Analytics** | 8.8 (68 reviews) | Not enough data | 9.8 (10 reviews) | 

### NoSQL Databases

| Product | Score | Reviews |
|---|---|---|
| **MongoDB Atlas** | N/A | N/A |
| **Progress MarkLogic** | N/A | N/A |
| **Amazon DocumentDB** | N/A | N/A |

#### Database Features

| Feature | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **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):** [Document Databases](https://www.g2.com/categories/document-databases)

**Unique to MongoDB Atlas (2):** [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools)

**Unique to Progress MarkLogic (5):** [XML Databases](https://www.g2.com/categories/xml-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [RDF Databases](https://www.g2.com/categories/rdf-databases), [Enterprise Search Software](https://www.g2.com/categories/enterprise-search-software), [Data Fabric Software](https://www.g2.com/categories/data-fabric)

**Unique to Amazon DocumentDB (1):** [Database as a Service (DBaaS) Providers](https://www.g2.com/categories/database-as-a-service-dbaas)


---
## Reviewer Demographics

### By Company Size

| Segment | MongoDB Atlas | Progress MarkLogic | Amazon DocumentDB | 
|---|---|---|---|
| **Small-Business** | 57.4% | 25.0% | 33.3% | 
| **Mid-Market** | 25.4% | 21.9% | 33.3% | 
| **Enterprise** | 17.2% | 53.1% | 33.3% | 

### By Industry

#### MongoDB Atlas

- **Computer Software:** 30.0%
- **Information Technology and Services:** 21.9%
- **Higher Education:** 4.1%
- **Education Management:** 4.1%
- **Financial Services:** 3.2%
- **Consumer Services:** 2.0%
- **Telecommunications:** 1.7%
- **Internet:** 1.5%
- **Insurance:** 1.5%
- **Marketing and Advertising:** 1.5%
- **Other:** 28.6%

#### Progress MarkLogic

- **Information Technology and Services:** 31.3%
- **Computer Software:** 17.2%
- **Banking:** 4.7%
- **Financial Services:** 4.7%
- **Retail:** 3.1%
- **Computer & Network Security:** 3.1%
- **Legal Services:** 3.1%
- **Insurance:** 3.1%
- **Airlines/Aviation:** 1.6%
- **Architecture & Planning:** 1.6%
- **Other:** 26.6%

#### Amazon DocumentDB

- **Information Technology and Services:** 23.8%
- **Computer Software:** 19.0%
- **Internet:** 4.8%
- **Banking:** 4.8%
- **Food & Beverages:** 4.8%
- **Entertainment:** 4.8%
- **Accounting:** 2.4%
- **Automotive:** 2.4%
- **Biotechnology:** 2.4%
- **Broadcast Media:** 2.4%
- **Other:** 28.6%

---
## Alternatives

### Alternatives to MongoDB Atlas

- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (529 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 Relational Database Service (RDS)](https://www.g2.com/products/amazon-relational-database-service-rds/reviews) — 4.5/5 stars (906 reviews)
- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (746 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 (240 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [Google Cloud BigTable](https://www.g2.com/products/google-cloud-bigtable/reviews) — 4.4/5 stars (41 reviews)

### Alternatives to Progress MarkLogic

- [MongoDB](https://www.g2.com/products/mongodb/reviews) — 4.5/5 stars (554 reviews)
- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (529 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (679 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (396 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (735 reviews)
- [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews)
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (765 reviews)
- [Guru](https://www.g2.com/products/guru/reviews) — 4.7/5 stars (2316 reviews)

### Alternatives to Amazon DocumentDB

- [Couchbase](https://www.g2.com/products/couchbase/reviews) — 4.3/5 stars (150 reviews)
- [Google Cloud Firestore](https://www.g2.com/products/google-cloud-firestore/reviews) — 4.2/5 stars (97 reviews)
- [MongoDB](https://www.g2.com/products/mongodb/reviews) — 4.5/5 stars (554 reviews)
- [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1010 reviews)
- [DigitalOcean](https://www.g2.com/products/digitalocean/reviews) — 4.6/5 stars (746 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)
- [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)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (618 reviews)

---
## Top Discussions

### 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..."

### Progress MarkLogic

- Title: [what will be scope of marklogic developers in future ?](https://www.g2.com/discussions/2437-what-will-be-scope-of-marklogic-developers-in-future) — 4 comments, 1 upvote
  > **Top comment:** "MarkLogic Developers have knowledge of and are using the most advanced Enterprise NoSQL database on the market.  That is not likely to change any time soon."
- Title: [What is MarkLogic used for?](https://www.g2.com/discussions/marklogic-what-is-marklogic-used-for) — 1 comment, 1 upvote
  > **Top comment:** "MarkLogic software is a robust platform for handling different data formats, enabling powerful applications, and ensuring robust data management. If you’re..."
- Title: [Is MarkLogic open source?](https://www.g2.com/discussions/is-marklogic-open-source) — 1 comment, 1 upvote
  > **Top comment:** "Yes , MarkLogic is open source"

### Amazon DocumentDB

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/mongodb-atlas-vs-progress-marklogic-vs-amazon-documentdb)