Comparison
Kùzu vs Memgraph
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.
Kùzu full profile →Memgraph full profile →
Score
vioscaleAI score
Kùzu37 / 100medium · 65%
Memgraph55 / 100medium · 58%
Pricing
Free tier
Model
Kùzuopen_source
Memgraphfree
Price level
Integrations
Security
Gdpr
Kùzu–
Memgraph✓
Vulnerabilities
KùzuCount: 0 · Source: https://advisories.ecosyste.ms/api/v1/advisories?ecosystem=pypi&package_name=kuzu&per_page=100 · Last 12m: 0
Adoption
Dependent repos
Github stars
Package downloads weekly
Kùzu85,242
Memgraph–
Activity
Release
Cadence days
License
Spdx
KùzuMIT
Memgraph–
Language
Market
Availability
Kùzu–
MemgraphAvailable worldwide
Capabilities
Feature-by-feature on the axes that matter for graph databases. “-” means undocumented, not absent.
Model
Graph model
KùzuProperty graph
MemgraphProperty graph
Query language(s)
KùzuCypher
MemgraphCypher
Transactions
ACID transactions
KùzuFull
MemgraphFull
Consistency model
KùzuStrong
MemgraphStrong
Architecture
Storage
KùzuNative graph
MemgraphNative graph
Distributed / scale
KùzuSingle-node
MemgraphClustered
Replication / HA
Kùzu-
Memgraph✓
OLTP vs OLAP
KùzuBoth
MemgraphBoth
Deployment
Deployment
KùzuEmbedded
MemgraphSelf-hosted
Search
Full-text search
KùzuBuilt-in
MemgraphBuilt-in
Built-in vector search
Kùzu✓
Memgraph✓
Licensing
Licence class
KùzuPermissive OSS
MemgraphPermissive OSS
Portability
openCypher / TinkerPop standard
Kùzu✓
Memgraph✓
What each one is
The product in its own terms, so the numbers below have context.
Kùzu
Kuzu is an in-application graph database designed for rapid query processing on large analytical datasets. It provides native full-text and vector search functionality.
Independently observed
Memgraph
LeaderA 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
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Kùzu
Open sourceFree tier
Open source, MIT licensed
as of verify ↗
Memgraph
LeaderFreeFree 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 verify ↗
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Platforms
Web
Kùzu✓
Memgraph✓
iOS
Kùzu✓
Memgraph✗
Android
Kùzu✓
Memgraph✗
macOS
Kùzu✓
Memgraph✓
Windows
Kùzu✓
Memgraph✓
Linux
Kùzu✗
Memgraph✓
CLI
Kùzu✓
Memgraph✓
Deployment
Cloud / SaaS
Kùzu✗
Memgraph✓
Self-hosted
Kùzu✓
Memgraph✓
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
Kùzu
3 total
- Delta Lake
- Azure
- Google Cloud Storage
Independently observed
Memgraph
Leader15 total
- Kafka
- Pulsar
- Redpanda
- Cognee
- AWS (via Marketplace)
- LangChain
- LlamaIndex
- OpenAI
- Cohere
- Apache Spark
- Kerberos
- LDAP
- MCP
- LiteLLM
- Neo4j
Independently observed
Still deciding?
Kùzu or Memgraph: 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.