Amazon Neptune vs Memgraph
No clear leader: Amazon Neptune (58.1) and Memgraph (54.9) are within the 5-point margin; treat as a tie. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.
Capabilities
Feature-by-feature on the axes that matter for graph databases. “-” means undocumented, not absent.
What each one is
The product in its own terms, so the numbers below have context.
Amazon Neptune
A fully managed, serverless graph database that automatically scales for handling billions of relationships. Supports standard query languages and provides ACID transactions, replication, and encryption to enhance AI applications with better context.
Memgraph
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.
Pricing
List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.
Amazon Neptune
Usage-based pricing. Free tier for 30 days. Options: on-demand hourly, serverless per capacity unit, or annual savings plan.
- On-demand$0.15 per vCPU-Hour
- Serverless-
- Database Savings Plan-
Memgraph
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
Platform & deployment
Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.
Integrations
What each product connects to. Counts come from the vendor's own integration directory where one exists.
- LangChain
Amazon Neptune
- Amazon Bedrock Knowledge Bases
- Strands AI Agents SDK
- Amazon Bedrock
- Strands AI
- GraphStorm
Memgraph
- Kafka
- Pulsar
- Redpanda
- Cognee
- AWS (via Marketplace)
- LlamaIndex
- OpenAI
- Cohere
- Apache Spark
- Kerberos
- LDAP
- MCP
- LiteLLM
- Neo4j
Amazon Neptune 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.