Comparison

Memgraph vs TigerGraph

On the evidence we track, Memgraph leads this comparison with a composite score of 55/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Memgraph full profile →TigerGraph full profile →

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.

★Memgraph55

TigerGraph41

Attribute comparison across 2 tools
Attribute	MemgraphLeader	TigerGraph
vioscaleAI score	55 / 100medium · 58%	41 / 100medium · 71%
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	free	freemium
Price levelpricing.price_level	free	low
Transparentpricing.transparent	✗	✗
Integrations
Countintegrations.count	9	6
Security
Gdprsecurity.gdpr	✓	-
Trust centersecurity.trust_center	-	https://www.tigergraph.com/blog/from-compliance-to-competitive-moat-takeaways-from-fintech-meetup-2026/
Vulnerabilitiessecurity.vulnerabilities	Count: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=helm&package_name=memgraph%2Fmemgraph-mcp&per_page=100 · Last 12m: 0	-
Reliability
Sla pctreliability.sla_pct	-	99.95
Adoption
Dependent reposadoption.dependent_repos	0	-
Github starsadoption.github_stars	4,617	-
Activity
Commits last 30dactivity.commits_last_30d	100	-
Release
Cadence daysrelease.cadence_days	18	-
Historyrelease.history	20 items	-
Language
Primarylanguage.primary	C++	-
Market
Availabilitymarket.availability	Available worldwide	Available worldwide
Content
Faqcontent.faq	7 items	5 items

Score

vioscaleAI score

Memgraph55 / 100medium · 58%

TigerGraph41 / 100medium · 71%

Pricing

Free tier

Memgraph✓

TigerGraph✓

Model

Memgraphfree

TigerGraphfreemium

Price level

Memgraphfree

TigerGraphlow

Transparent

Memgraph✗

TigerGraph✗

Integrations

Count

Memgraph9

TigerGraph6

Security

Gdpr

Memgraph✓

TigerGraph–

Trust center

Memgraph–

TigerGraphhttps://www.tigergraph.com/blog/from-compliance-to-competitive-moat-takeaways-from-fintech-meetup-2026/

Vulnerabilities

MemgraphCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=helm&package_name=memgraph%2Fmemgraph-mcp&per_page=100 · Last 12m: 0

TigerGraph–

Reliability

Sla pct

Memgraph–

TigerGraph99.95

Adoption

Dependent repos

Memgraph0

TigerGraph–

Github stars

Memgraph4,617

TigerGraph–

Activity

Commits last 30d

Memgraph100

TigerGraph–

Release

Cadence days

Memgraph18

TigerGraph–

History

Memgraph20 items

TigerGraph–

Language

Primary

MemgraphC++

TigerGraph–

Market

Availability

MemgraphAvailable worldwide

TigerGraphAvailable worldwide

Content

Faq

Memgraph7 items

TigerGraph5 items

Capabilities

Feature-by-feature on the axes that matter for graph databases. “-” means undocumented, not absent.

Capability comparison for Graph Databases
Capability	Memgraph	TigerGraph
Model
Graph model	Property graph	Property graph
Query language(s)	Cypher	GSQL, GraphQL, GQL
Transactions
ACID transactions	Full	-
Consistency model	Strong	Strong
Architecture
Storage	Native graph	Native graph
Distributed / scale	Clustered	Clustered
Replication / HA	✓	✓
OLTP vs OLAP	Both	Both
Deployment
Deployment	Self-hosted	-
Search
Full-text search	Built-in	-
Built-in vector search	✓	-
Licensing
Licence class	Permissive OSS	Proprietary
Portability
openCypher / TinkerPop standard	✓	✗

Model

Graph model

MemgraphProperty graph

TigerGraphProperty graph

Query language(s)

MemgraphCypher

TigerGraphGSQL, GraphQL, GQL

Transactions

ACID transactions

MemgraphFull

TigerGraph-

Consistency model

MemgraphStrong

TigerGraphStrong

Architecture

Storage

MemgraphNative graph

TigerGraphNative graph

Distributed / scale

MemgraphClustered

TigerGraphClustered

Replication / HA

Memgraph✓

TigerGraph✓

OLTP vs OLAP

MemgraphBoth

TigerGraphBoth

Deployment

MemgraphSelf-hosted

TigerGraph-

Full-text search

MemgraphBuilt-in

TigerGraph-

Built-in vector search

Memgraph✓

TigerGraph-

Licensing

Licence class

MemgraphPermissive OSS

TigerGraphProprietary

Portability

openCypher / TinkerPop standard

Memgraph✓

TigerGraph✗

What each one is

The product in its own terms, so the numbers below have context.

Memgraph

Leader

A high-performance, in-memory database designed for real-time graph queries and reasoning in AI applications. It combines sub-millisecond traversals with native vector search, ACID transactions, and streaming data connectors for fraud detection, network analysis, and AI augmentation.

Independently observed

TigerGraph

A graph database platform that models relationships between data points, supporting enterprise deployments with features for compliance, fraud detection, real-time identity verification, and integration with existing enterprise infrastructure.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Memgraph

Leader

FreeFree tier

Community Edition is free. Enterprise and managed cloud pricing available upon request.

Community EditionFree
- Cypher query language
- Python client libraries
- LangChain and LlamaIndex integrations
- 40+ graph algorithms

as of 2026-10-15verify ↗

TigerGraph

Usage-basedFree tier

Usage-based pricing on compute instances and storage; free tier available

BasicPay-per-use VM instances and storage
PremiumPay-per-use VM instances and storage
EnterpriseContact sales

as of 2026-08-14verify ↗

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platform and deployment support comparison
Supports	Memgraph	TigerGraph
WebPlatforms	✓	✓
macOSPlatforms	✓	✗
WindowsPlatforms	✓	✗
LinuxPlatforms	✓	✗
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓

Platforms

Web

Memgraph✓

TigerGraph✓

macOS

Memgraph✓

TigerGraph✗

Windows

Memgraph✓

TigerGraph✗

Linux

Memgraph✓

TigerGraph✗

CLI

Memgraph✓

TigerGraph✗

Deployment

Cloud / SaaS

Memgraph✓

TigerGraph✓

Self-hosted

Memgraph✓

TigerGraph✓

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (4)

Kafka
Apache Spark
Kerberos
LDAP

Memgraph

Leader

15 total - 11 not shared

Pulsar
Redpanda
Cognee
AWS (via Marketplace)
LangChain
LlamaIndex
OpenAI
Cohere
MCP
LiteLLM
Neo4j

Independently observed

TigerGraph

15 total - 11 not shared

Snowflake
Apache Iceberg
AWS S3
MinIO
Ceph
Wasabi
SAML
OIDC
GraphQL
S3
Amazon S3

Independently observed

Still deciding?

Memgraph or TigerGraph: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.