
neo4j
TigerGraph DB
FalkorDB
Azure Cosmos DB
Redis
Serverless Headless CMS by Webiny
TerminusDB
Memgraph is the graph engine that powers AI context.

OpenStack
Amazon EC2
OpenShift
Google Compute Engine
Hostwinds
Docker Compose
AlwaysData
Apache's CloudStack is a Project backed by Citrix and designed to be a direct competitor to...

Which is more popular?
Based on our record, Memgraph seems to be a lot more popular than CloudStack. While we know about 24 links to Memgraph, we've tracked only 1 mention of CloudStack.
Website, pricing, platforms and company facts side by side.
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| Website | memgraph.com | cloudstack.apache.org |
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| Company | 2017 | — |
| Listed in |
In their own words, as submitted to SaaSHub.


Memgraph is a high-performance, in-memory graph database that powers real-time AI context and graph analytics at scale. Vector search finds what's similar. Graph reasoning finds what's connected — following relationships, dependencies, and hierarchies that similarity alone can't capture. Modern...
No description of CloudStack yet.
What each product offers, as listed by its team.


Possible disadvantages
An editorial look at what each product does well and who it suits.


No analysis of Memgraph yet.
Overall verdict
Why this product is good
Recommended for
CloudStack is recommended for enterprises and service providers that need a customizable and scalable cloud solution. It is particularly suitable for those who require support for multiple hypervisors and need to integrate with existing infrastructure components. It is also ideal for organizations preferring open-source solutions with active community support.
Walkthroughs and reviews on video.
What is Memgraph? | Office Hours #1
More videos
Apache CloudStack - Storage - Snapshots - Code Review
More videos
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Memgraph and CloudStack. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


The product is very robust and easy to use. I highly recommend it to anyone who needs to analyze streaming data in real-time.
We have no reviews of CloudStack yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Auto-remediating into a worse state. The classic failure is auto-scaling a service to handle elevated error rates that are themselves caused by a downstream dependency. The service scales, hammers the dependency harder, and the... - Source: dev.to / 5 months ago
Suggestion: check out Memgraph for graph db storage - https://memgraph.com/. I work at Memgraph as DX Engineer so feel free to ping me in case you have questions about it: https://memgraph.com/office-hours Your solution looks interesting... - Source: Hacker News / almost 2 years ago
Memgraph — Real-time graph database for streaming data. - Source: dev.to / over 2 years ago
You could look at the Apache Cloudstack project Https://cloudstack.apache.org/index.html. Source: over 4 years ago
When comparing Memgraph and CloudStack, you can also consider the following products.

Meet Neo4j: The graph database platform powering today's mission-critical enterprise applications, including artificial intelligence, fraud detection and recommendations.
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OpenStack software controls large pools of compute, storage, and networking resources throughout a datacenter, managed through a dashboard or via the OpenStack API.
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Application and Data, Data Stores, and Graph Database as a Service
Compare TigerGraph DB to Memgraph or CloudStack:

Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. Free to join, pay only for what you use.
Compare Amazon EC2 to Memgraph or CloudStack:

Build Fast and Accurate GenAI Apps with GraphRAG at Scale
Compare FalkorDB to Memgraph or CloudStack:

OpenShift gives you all the tools you need to develop, host and scale your apps in the public or private cloud. Get started today.
Compare OpenShift to Memgraph or CloudStack: