
ArangoDB
Redis
OrientDB
MongoDB
Azure Cosmos DB
Apache Cassandra
CouchBase
Meet Neo4j: The graph database platform powering today's mission-critical enterprise applications, including artificial intelligence, fraud detection and recommendations.

imgix
ImageKit.io
Uploadcare
Cloudimage
Panopto
Sirv
Gumlet
Cloudinary is a cloud-based service for hosting videos and images designed specifically with the needs of web and mobile developers in mind.
Which is more popular?
Based on our record, neo4j seems to be more popular. It has been mentioned 36 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | neo4j.com | cloudinary.com |
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| Company | Startup from the United States · 500 - 999 employees · 2007 | — |
| Listed in |
What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
Cloudinary is recommended for web developers, mobile app developers, e-commerce businesses, content creators, and any organizations that require efficient handling of media assets. It's particularly useful for businesses that need to optimize and deliver large volumes of images and videos across multiple platforms and devices.
Walkthroughs and reviews on video.
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using neo4j and Cloudinary. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Neo4j is an open-source graph database, implemented in Java described as embedded, disk-based, fully transactional Java persistence engine that stores data structured in graphs rather than in tables. Neo4j Community...
Multi-Model: Neo4j is a single-model graph database. It does not support any other data models. If your application requires a document or key/value store, you would have to use a second database technology to support...
If you run website that heavily dependent on images (think portfolios of photography/design services), offloading your images to another server would be a good idea. You would end up saving a lot of precious...
Recommendations tracked on public social media and blogs since March 2021.


The stack runs on Qdrant for vector storage, Ollama for local embeddings, and optional Neo4j for a knowledge graph that I added later. I also set it up to route different operations to the best LLM for each task. It provides eleven tools... - Source: dev.to / 7 months ago
Perhaps the biggest promoter of the term has been Philip Rathle from Neo4j, which offers the best-known graph database system for storing knowledge graphs. But here's where the confusion starts: Is a knowledge graph something you store,... - Source: dev.to / 8 months ago
The key difference lies in the retrieval mechanism. Vector databases focus on semantic similarity by comparing numerical embeddings, while graph databases emphasize relations between entities. Two solutions for graph databases are... - Source: dev.to / over 1 year ago
Tracking Cloudinary since Mar 2021.
When comparing neo4j and Cloudinary, you can also consider the following products.

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Redis is an open source in-memory data structure project implementing a distributed, in-memory key-value database with optional durability.
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OrientDB - The World's First Distributed Multi-Model NoSQL Database with a Graph Database Engine.
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File uploading, media processing & content delivery for modern web apps
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