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Aerospike Graph vs TigerGraph

Aerospike Graph: Gremlin graph layer on the Aerospike database for billion-edge graphs with predictable latency. TigerGraph: Distributed MPP graph database built for deep-link analytics on very large graphs.

key differences

  • Transactions: Aerospike Graph offers limited ACID; TigerGraph offers full.
  • Only Aerospike Graph has online schema changes.
  • Only TigerGraph has transactions, vector search, stored procedures, streaming ingest.

choose aerospike-graph for

  • +Identity resolution graphs in ad tech
  • +Real-time fraud detection
  • +Customer 360 at large scale
  • +Device graphs

best at · Traversal, OLTP, 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

Aerospike GraphGremlin graph layer on the Aerospike database for billion-edge graphs with predictable latency.
TigerGraphDistributed MPP graph database built for deep-link analytics on very large graphs.
overview
Primary model
Graph
Graph
Also supports
–
Vector
Type
Database engine
Database engine
Status
Active
Active
Developer
Aerospike, Inc.
TigerGraph, Inc.
First release
2023
2017
Latest version
3.3.3 (Oct 21, 2026)
4.2.5 (Sep 2, 2026)
License
ProprietaryProprietary (Aerospike Enterprise)
ProprietaryProprietary (free Community Edition)
Free tier
—
✓
popularity
WhichDB Score
1.7
16.6
Rank
#518
#198
GitHub stars
–
–
Stack Overflow questions
–
38
scale & guarantees
Comfortable data size
Large (≤ 1 PB)
Large (≤ 1 PB)
Horizontal scaling
Native
Native
Multi-region
Read replicas
Read replicas
ACID
Limited
Full
Consistency
Strong, Eventual
Strong
Schema
Schemaless
Strict
Architecture
Distributed, Client server
Distributed, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
—
✓
Serverless
—
—
Embedded
—
—
Edge
—
—
Clouds
AWS, Google Cloud, 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
Gremlin
GSQL, openCypher, GQL
Client languages
Java, Python, JavaScript, .NET, Go
Python (pyTigerGraph), Java, JavaScript, Go
Best for
Traversal, OLTP, Real-time analytics
Graph analytics, Traversal, Real-time analytics, Knowledge graph
Add more to this comparisonNot sure either fits? Try smart match

Aerospike Graph vs TigerGraph: FAQ

What is the difference between Aerospike Graph and TigerGraph?

Aerospike Graph: Gremlin graph layer on the Aerospike database for billion-edge graphs with predictable latency. TigerGraph: Distributed MPP graph database built for deep-link analytics on very large graphs. Transactions: Aerospike Graph offers limited ACID; TigerGraph offers full. Only Aerospike Graph has online schema changes. Only TigerGraph has transactions, vector search, stored procedures, streaming ingest.

When should I choose Aerospike Graph over TigerGraph?

Choose Aerospike Graph for identity resolution graphs in ad tech, real-time fraud detection and customer 360 at large scale. Choose TigerGraph for real-time fraud and AML detection; supply chain and network analysis; and customer 360 and entity resolution.

Is Aerospike Graph or TigerGraph more popular?

TigerGraph ranks #198 on the WhichDB Score (16.6/100) and Aerospike Graph ranks #518 (1.7/100). Popularity is not fit: check the requirements that matter for your project.

Are Aerospike Graph and TigerGraph open source?

No. Aerospike Graph is proprietary, closed-source software. No. TigerGraph is proprietary, closed-source software.