Comparison

Memgraph vs TigerGraph

On the evidence we track, Memgraph leads this comparison with a composite score of 57/100. 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 formatsJSON Markdown GraphQLor send Accept: application/json

★Memgraph57

TigerGraph43

Attribute comparison across 2 tools
Attribute	MemgraphLeader	TigerGraph
Vioscale score	57 / 100medium · 59%updating	43 / 100high · 75%updating
Pricing
Free tierpricing.free_tier	✓	✓
Modelpricing.model	freemium	freemium
Price levelpricing.price_level	low	low
Transparentpricing.transparent	✓	✗
Integrations
Countintegrations.count	5	13
Security
Gdprsecurity.gdpr	✓	-
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	4,364	-
Activity
Commits last 30dactivity.commits_last_30d	88	-
Release
Cadence daysrelease.cadence_days	18	-
Historyrelease.history	20 items	-
Language
Primarylanguage.primary	C++	-
Market
Availabilitymarket.availability	Available worldwide · Popular in US, EU · HQ HR	Available worldwide

Score

Vioscale score

Memgraph57 / 100medium · 59%updating

TigerGraph43 / 100high · 75%updating

Pricing

Free tier

Memgraph✓

TigerGraph✓

Model

Memgraphfreemium

TigerGraphfreemium

Price level

Memgraphlow

TigerGraphlow

Transparent

Memgraph✓

TigerGraph✗

Integrations

Count

Memgraph5

TigerGraph13

Security

Gdpr

Memgraph✓

TigerGraph–

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

Memgraph4,364

TigerGraph–

Activity

Commits last 30d

Memgraph88

TigerGraph–

Release

Cadence days

Memgraph18

TigerGraph–

History

Memgraph20 items

TigerGraph–

Language

Primary

MemgraphC++

TigerGraph–

Market

Availability

MemgraphAvailable worldwide · Popular in US, EU · HQ HR

TigerGraphAvailable worldwide

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

TigerGraph is a graph database that connects and understands relationships in data to enable context-aware enterprise AI and analytics. It performs fast multi-hop reasoning across connected data for fraud detection, customer intelligence, compliance, and other regulated business use cases at enterprise scale.

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

HybridFree tier30-day trial

Community Edition free forever. Enterprise and Cloud require contact or trial signup. Simple memory-based pricing with no per-query, per-compute, or per-replica charges.

Community EditionFree
- Full in-memory graph database
- ACID transactions with on-disk persistence
- High-availability replication
- Cypher query language
- Stream connectors (Kafka, Pulsar, Redpanda)
- +3 more
Enterprise Edition – AI PlatformContact sales
- Unlimited vector indexes
- Role-based and label-based access control
- SSO (Entra ID, Okta, OIDC, SAML)
- LDAP/PAM authentication
- Multi-tenancy
- +6 more
Enterprise Edition – Graph AnalyticsContact sales
- Role-based and label-based access control
- SSO (Entra ID, Okta, OIDC, SAML)
- LDAP/PAM authentication
- Multi-tenancy
- Automatic failover
- +5 more
Memgraph CloudStart with 14-day free trial
- Fully managed – no setup, no ops
- AWS hosted (6 regions)
- Automatic updates and backups
- Community support
OEM / SaaSContact sales
- Redistribution rights
- Embedded engine (not exposed standalone)
- Unlimited queries
- Unlimited compute
- Unlimited replicas
- +3 more

as of 2026-08-14verify ↗

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	✓	✓
CLIPlatforms	✓	✗
Cloud / SaaSDeployment	✓	✓
Self-hostedDeployment	✓	✓
On-premiseDeployment	✓	✗

Platforms

Web

Memgraph✓

TigerGraph✓

CLI

Memgraph✓

TigerGraph✗

Deployment

Cloud / SaaS

Memgraph✓

TigerGraph✓

Self-hosted

Memgraph✓

TigerGraph✓

On-premise

Memgraph✓

TigerGraph✗

Integrations

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

In common (1)

Kafka

Memgraph

Leader

5 total - 4 not shared

Pulsar
Redpanda
Cognee
AWS (via Marketplace)

Independently observed

TigerGraph

13 total - 12 not shared

Snowflake
Apache Spark
Apache Iceberg
AWS S3
MinIO
Ceph
Wasabi
Kerberos
SAML
OIDC
LDAP
GraphQL

Independently observed

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