vs

Memgraph vs TigerGraph

Memgraph: In-memory, Cypher-compatible graph database in C++ for streaming and real-time graph workloads. TigerGraph: Distributed MPP graph database built for deep-link analytics on very large graphs.

key differences

  • Licensing: Memgraph is source-available (Business Source License 1.1 (Community) / Memgraph Enterprise License); TigerGraph is proprietary (Proprietary (free Community Edition)).
  • TigerGraph is built for larger datasets (≤ 1 PB) than Memgraph (≤ 10 TB).
  • Horizontal scaling is none in Memgraph and native in TigerGraph.
  • Only Memgraph has full-text search, geospatial, triggers, ttl / expiry, in-memory.
  • Only TigerGraph has compression, encryption at rest.

choose memgraph for

  • +Real-time fraud detection on streaming transactions
  • +Network and IT topology monitoring
  • +GraphRAG and agent memory
  • +Supply chain optimization

best at · Traversal, Graph analytics, Real-time analytics

choose tigergraph for

  • +Real-time fraud and AML detection
  • +Supply chain and network analysis
  • +Customer 360 and entity resolution
  • +Recommendation engines over large catalogs

best at · Graph analytics, Traversal, Real-time analytics

overview
Primary model
Graph
Graph
Also supports
Vector
Vector
Type
Database engine
Database engine
Status
Active
Active
Developer
Memgraph Ltd.
TigerGraph, Inc.
First release
2017
2017
Latest version
3.14.0 (Oct 21, 2026)
4.2.5 (Sep 2, 2026)
License
Source-availableBusiness Source License 1.1 (Community) / Memgraph Enterprise License
ProprietaryProprietary (free Community Edition)
Free tier
✓
✓
popularity
WhichDB Score
24.4
16.6
Rank
#124
#198
GitHub stars
4.6K
–
Stack Overflow questions
506
38
scale & guarantees
Comfortable data size
Medium (≤ 10 TB)
Large (≤ 1 PB)
Horizontal scaling
None
Native
Multi-region
None
Read replicas
ACID
Full
Full
Consistency
Strong
Strong
Schema
Flexible
Strict
Architecture
In memory, Primary replica, Client server
Distributed, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
—
✓
Serverless
—
—
Embedded
—
—
Edge
—
—
Clouds
–
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
Cypher
GSQL, openCypher, GQL
Client languages
Python, JavaScript, Java, Go, C#, Rust, C/C++
Python (pyTigerGraph), Java, JavaScript, Go
Best for
Traversal, Graph analytics, Real-time analytics, Streaming
Graph analytics, Traversal, Real-time analytics, Knowledge graph

Memgraph vs TigerGraph: FAQ

What is the difference between Memgraph and TigerGraph?

Memgraph: In-memory, Cypher-compatible graph database in C++ for streaming and real-time graph workloads. TigerGraph: Distributed MPP graph database built for deep-link analytics on very large graphs. Licensing: Memgraph is source-available (Business Source License 1.1 (Community) / Memgraph Enterprise License); TigerGraph is proprietary (Proprietary (free Community Edition)). TigerGraph is built for larger datasets (≤ 1 PB) than Memgraph (≤ 10 TB). Horizontal scaling is none in Memgraph and native in TigerGraph.

When should I choose Memgraph over TigerGraph?

Choose Memgraph for real-time fraud detection on streaming transactions; network and IT topology monitoring; and GraphRAG and agent memory. Choose TigerGraph for real-time fraud and AML detection; supply chain and network analysis; and customer 360 and entity resolution.

Is Memgraph or TigerGraph more popular?

Memgraph ranks #124 on the WhichDB Score (24.4/100) and TigerGraph ranks #198 (16.6/100). Popularity is not fit: check the requirements that matter for your project.

Are Memgraph and TigerGraph open source?

Not in the OSI sense. Memgraph is source-available: you can read the code, but the license restricts some uses, typically offering it as a competing managed service. License: Business Source License 1.1 (Community) / Memgraph Enterprise License. No. TigerGraph is proprietary, closed-source software.