vs

MarkLogic vs MongoDB

MarkLogic: Enterprise multi-model database for XML, JSON and RDF with built-in search and semantic RAG. MongoDB: The default document database: flexible BSON documents, rich queries and built-in sharding.

key differences

  • Licensing: MarkLogic is proprietary (Proprietary commercial licence); MongoDB is source-available (Server Side Public License v1 (Community); commercial (Enterprise)).
  • Only MarkLogic has triggers, stored procedures, time travel.
  • Only MongoDB has change data capture, materialized views, ttl / expiry, in-memory.

choose marklogic for

  • +Publishing and media content repositories
  • +Government and intelligence data hubs
  • +Financial regulatory and trade data integration
  • +Semantic knowledge graphs combined with documents

best at · Content, Search, Knowledge graph

choose mongodb for

  • +Product catalogs with highly variable attributes
  • +Content management and user-generated content
  • +Mobile and web backends that evolve their schema weekly
  • +IoT and event data with time-series collections

best at · OLTP, Content, Metadata

overview
Primary model
Document
Document
Also supports
XML, RDF / Triple Store, Search Engine, Graph, Vector, Spatial
Search Engine, Vector, Time-Series, Spatial
Type
Database engine
Database engine
Status
Active
Active
Developer
Progress Software
MongoDB, Inc.
First release
2003
2009
Latest version
12.1.0 (Sep 10, 2026)
9.0.4 (Oct 14, 2026)
License
ProprietaryProprietary commercial licence
Source-availableServer Side Public License v1 (Community); commercial (Enterprise)
Free tier
✓
✓
popularity
WhichDB Score
21.6
80.5
Rank
#138
#4
GitHub stars
–
28.7K
Stack Overflow questions
3.9K
175.2K
scale & guarantees
Comfortable data size
Large (≤ 1 PB)
Large (≤ 1 PB)
Horizontal scaling
Native
Native
Multi-region
Read replicas
Read replicas
ACID
Full
Full
Consistency
Strong
Tunable, Causal
Schema
Flexible
Flexible
Architecture
Distributed, Client server
Primary replica, Distributed, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
—
✓
Serverless
—
—
Embedded
—
—
Edge
—
—
Clouds
AWS, Azure
AWS, Google Cloud, Azure
capabilities
Transactions
✓
✓
Joins
✓
✓
Secondary indexes
✓
✓
Full-text search
✓
✓
Vector search
✓
✓
Geospatial
✓
✓
JSON
✓
✓
Change data capture
—
✓
Triggers
✓
—
Stored procedures
✓
—
Materialized views
—
✓
TTL / expiry
—
✓
Pub/Sub
—
—
Columnar storage
—
—
In-memory
—
✓
Durable persistence
✓
✓
Compression
✓
✓
Encryption at rest
✓
✓
Role-based access
✓
✓
Time travel
✓
—
Branching
—
—
Online schema changes
✓
✓
Streaming ingest
—
—
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
XQuery, Server-side JavaScript, SPARQL, SQL, Optic API
MongoDB Query API (MQL), Aggregation pipeline
Client languages
Java, JavaScript, Python, C#
C, C++, C#, Go, Java, Kotlin, JavaScript, PHP
Best for
Content, Search, Knowledge graph, Metadata
OLTP, Content, Metadata, IoT

MarkLogic vs MongoDB: FAQ

What is the difference between MarkLogic and MongoDB?

MarkLogic: Enterprise multi-model database for XML, JSON and RDF with built-in search and semantic RAG. MongoDB: The default document database: flexible BSON documents, rich queries and built-in sharding. Licensing: MarkLogic is proprietary (Proprietary commercial licence); MongoDB is source-available (Server Side Public License v1 (Community); commercial (Enterprise)). Only MarkLogic has triggers, stored procedures, time travel. Only MongoDB has change data capture, materialized views, ttl / expiry, in-memory.

When should I choose MarkLogic over MongoDB?

Choose MarkLogic for publishing and media content repositories; government and intelligence data hubs; and financial regulatory and trade data integration. Choose MongoDB for product catalogs with highly variable attributes; content management and user-generated content; and mobile and web backends that evolve their schema weekly.

Is MarkLogic or MongoDB more popular?

MongoDB ranks #4 on the WhichDB Score (80.5/100) and MarkLogic ranks #138 (21.6/100). Popularity is not fit: check the requirements that matter for your project.

Are MarkLogic and MongoDB open source?

No. MarkLogic is proprietary, closed-source software. Not in the OSI sense. MongoDB is source-available: you can read the code, but the license restricts some uses, typically offering it as a competing managed service. License: Server Side Public License v1 (Community); commercial (Enterprise).