# MongoDB vs Progress MarkLogic Comparison
---
## AI Generated Summary
- **G2 reviewers report** that MongoDB excels in its flexibility, particularly with its "no schema" approach, allowing developers to iterate quickly without the need for complex migrations. This is a significant advantage for teams looking to adapt their data structures rapidly.
- **Users say** that Progress MarkLogic stands out for its ability to handle multiple types of data on a single platform, providing fast search and query performance. This capability is particularly beneficial for organizations that require a unified solution for document storage and integration.
- **Reviewers mention** that MongoDB's document-based structure is ideal for real project data, especially in environments like Node.js, where storing JSON-like data directly as documents accelerates development compared to traditional relational databases.
- **According to verified reviews** , Progress MarkLogic offers robust security features and a unified data governance model, which users appreciate for ensuring data consistency and security across various applications.
- **G2 reviewers highlight** that while both products have strong support, MongoDB's quality of support is rated slightly higher, with users noting responsive assistance that enhances their overall experience with the platform.
- **Users report** that while Progress MarkLogic has a solid performance in real-time processing and flexible search capabilities, MongoDB's sub-100ms data retrieval speeds make it a preferred choice for applications requiring high-speed access to data.



| | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 557 | 66 | 
| **Largest Market Segment** | Small-Business (38.1% of reviews) | Enterprise (53.1% of reviews) | 
| **Entry Level Price** | No pricing available | Free | 

---
## Top Pros & Cons

### MongoDB

Pros:
- Ease of Use (12 reviews)
- Flexibility (11 reviews)

Cons:
- Difficult Learning (6 reviews)
- Query Complexity (5 reviews)

### Progress MarkLogic

**Not enough data**

---
## Ratings Comparison
| Rating | MongoDB | Progress MarkLogic | 
|---|---|---|
  | **Meets Requirements** | 8.8 (432 reviews) | 8.7 (62 reviews) | 
  | **Ease of Use** | 8.7 (433 reviews) | 8.1 (61 reviews) | 
  | **Ease of Setup** | 8.5 (206 reviews) | 8.2 (37 reviews) | 
  | **Ease of Admin** | 8.1 (179 reviews) | 8.2 (30 reviews) | 
  | **Quality of Support** | 8.5 (377 reviews) | 8.2 (59 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (159 reviews) | 8.7 (30 reviews) | 
  | **Product Direction (% positive)** | 9.1 (411 reviews) | 9.4 (61 reviews) | 

---
## Pricing

### MongoDB

#### 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

---
## Features Comparison By Category

### Enterprise Search Software

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

#### Compatibility

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

#### Agentic AI - Enterprise Search Software

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

#### Search Queries

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

#### AI powered search - Enterprise Search Software

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

#### Functionality

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

#### Compatibility - Enterprise Search Software

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

#### Functionality - Enterprise Search Software

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

#### Search Queries - Enterprise Search Software

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

### Data Fabric

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

#### Data Management

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

#### Analytics

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

#### Security

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

#### Generative AI

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

#### Agentic AI - Data Fabric

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

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **MongoDB** | 8.5/10 | 118 |
| **Progress MarkLogic** | 8.5/10 | 21 |

#### Data Management

| Feature | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Data Model** | 8.9 (104 reviews) | 8.3 (19 reviews) | 
| **Data Types** | 8.9 (95 reviews) | 8.8 (20 reviews) | 
| **Built - In Search** | 8.5 (87 reviews) | 8.6 (20 reviews) | 
| **Event Triggers** | 8.5 (83 reviews) | 8.6 (17 reviews) | 

#### Availability

| Feature | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Auto Sharding** | 8.3 (82 reviews) | 8.3 (17 reviews) | 
| **Auto Recovery** | 8.3 (83 reviews) | 8.6 (18 reviews) | 
| **Data Replication** | 8.6 (86 reviews) | 8.3 (18 reviews) | 

#### Performance

| Feature | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Query Optimization** | 8.5 (89 reviews) | 8.1 (18 reviews) | 

#### Security

| Feature | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Role-Based Authorization** | 8.4 (84 reviews) | 8.5 (18 reviews) | 
| **Authentication** | 8.7 (89 reviews) | 8.1 (18 reviews) | 
| **Audit Logs** | 8.5 (84 reviews) | 8.1 (18 reviews) | 
| **Encryption** | 8.6 (82 reviews) | 8.5 (18 reviews) | 

#### Support

| Feature | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Multi-Model** | 8.6 (82 reviews) | 8.6 (17 reviews) | 
| **Operating Systems** | 8.9 (84 reviews) | 8.3 (17 reviews) | 
| **BI Connectors** | 8.0 (69 reviews) | 8.6 (17 reviews) | 

### AWS Marketplace

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

#### Agentic AI - AWS Marketplace

| Feature | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 

### NoSQL Databases

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

#### Database Features

| Feature | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Storage** | Not enough data | Not enough data | 
| **Availability** | Not enough data | Not enough data | 
| **Stability** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 
| **Security** | Not enough data | Not enough data | 
| **Data Manipulation** | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Document Databases](https://www.g2.com/categories/document-databases)

**Unique to MongoDB (1):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)

**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)


---
## Reviewer Demographics

### By Company Size

| Segment | MongoDB | Progress MarkLogic | 
|---|---|---|
| **Small-Business** | 38.1% | 25.0% | 
| **Mid-Market** | 26.0% | 21.9% | 
| **Enterprise** | 36.0% | 53.1% | 

### By Industry

#### MongoDB

- **Computer Software:** 23.1%
- **Information Technology and Services:** 20.8%
- **Internet:** 5.0%
- **Financial Services:** 4.0%
- **Education Management:** 3.1%
- **Higher Education:** 2.3%
- **Telecommunications:** 2.3%
- **Retail:** 2.1%
- **Banking:** 2.1%
- **Computer & Network Security:** 1.7%
- **Other:** 33.3%

#### 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%

---
## Alternatives

### Alternatives to MongoDB

- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (530 reviews)
- [Couchbase](https://www.g2.com/products/couchbase/reviews) — 4.3/5 stars (150 reviews)
- [Redis Software](https://www.g2.com/products/redis-software/reviews) — 4.5/5 stars (134 reviews)
- [Arango](https://www.g2.com/products/arango/reviews) — 4.6/5 stars (115 reviews)
- [Google Cloud Firestore](https://www.g2.com/products/google-cloud-firestore/reviews) — 4.2/5 stars (97 reviews)
- [CouchDB](https://www.g2.com/products/couchdb/reviews) — 3.9/5 stars (64 reviews)
- [RethinkDB](https://www.g2.com/products/rethinkdb/reviews) — 4.3/5 stars (15 reviews)
- [OrientDB](https://www.g2.com/products/orientdb/reviews) — 3.9/5 stars (60 reviews)
- [RavenDB](https://www.g2.com/products/ravendb/reviews) — 4.4/5 stars (14 reviews)
- [Azure Cosmos DB](https://www.g2.com/products/azure-cosmos-db/reviews) — 4.2/5 stars (68 reviews)

### Alternatives to Progress MarkLogic

- [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (530 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (814 reviews)
- [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (402 reviews)
- [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews)
- [MongoDB Atlas](https://www.g2.com/products/mongodb-atlas/reviews) — 4.5/5 stars (371 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (756 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 (1227 reviews)
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) — 4.6/5 stars (764 reviews)
- [Guru](https://www.g2.com/products/guru/reviews) — 4.7/5 stars (2317 reviews)

---
## Top Discussions

### MongoDB

- Title: [What is MongoDB used for?](https://www.g2.com/discussions/what-is-mongodb-used-for) — 3 comments, 1 upvote
  > **Top comment:** "MongoDB is a NoSQL database, that works on concepts of documents, and collections rather than tables and relations. "
- Title: [Is MongoDB a software?](https://www.g2.com/discussions/is-mongodb-a-software) — 2 comments
  > **Top comment:** "It's a platform not moreover a software"
- Title: [How to make MongoDB to accept joins](https://www.g2.com/discussions/15671-how-to-make-mongodb-to-accept-joins) — 2 comments, 1 upvote
  > **Top comment:** "As MongoDB is a document oriented Database.  So data is distributed across different nodes and in order to apply joins, a data should be collected on a..."
- Title: [What is MongoDB and its advantages?](https://www.g2.com/discussions/what-is-mongodb-and-its-advantages) — 1 comment
  > **Top comment:** "Mongodb is nosql database. Which doesn't follow relational model , It is based on documents collection.Documents basically follows BSON i.e. binary JSON...."
- Title: [What can MongoDB be used for?](https://www.g2.com/discussions/what-can-mongodb-be-used-for) — 1 comment, 1 upvote
  > **Top comment:** "Database"

### 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"

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