Neo4j Graph Database Reviews in June 2026: User Ratings, Pros & Cons

"Best graph visualization"

What do you like best about Neo4j Graph Database? Visualization is best when done in neo4j; it has many plugins that make the task of the user experience best. Moreover, the Knowledge graph in Neo4j is best. What do you dislike about Neo4j Graph Database? we cannot stop the database when not using enterprise version, and since I'm using the docker version of neo4j, it takes excellent effect to take backup without stopping What problems is Neo4j Graph Database solving and how is that ...

"quick to get up and running"

What do you like best about Neo4j Graph Database? AuroraDB was quick to set up and made for simple prototyping and exploring graph technologies. The tutorials for Cypher and graph technologies are well done and very informative. What do you dislike about Neo4j Graph Database? Some of the functions in APOC were available in Aurora. As a result, I had to mess around w/ a local install. That made it more difficult to share with colleagues. What problems is Neo4j Graph Database solving and how ...

"I just started on their tech and it sounds interesting."

What do you like best about Neo4j Graph Database? It's speed and simplicity. Yes, it takes a bit of time to learn the syntax, but it pays off in reduced SQL calls saving on storage compute and processing timelines. What do you dislike about Neo4j Graph Database? I did not find a lot of resources to help when I got stuck. Also, the setup process was a bit tedious, especially with only the documentation to go off, but I managed to figure out the drivers issues. What problems is Neo4j Graph ...

"Wonderful tool for creating Knowledge Graph- providing explanability to Black Box ML Models"

What do you like best about Neo4j Graph Database? Very Easy to convert a standard dataset to graphical form which provides more detailing and understandability. What do you dislike about Neo4j Graph Database? Yet not encountered, still exploring NEO4J What problems is Neo4j Graph Database solving and how is that benefiting you? Neo4J for Graphical Data Science and its integration with Python

"cool"

What do you like best about Neo4j Graph Database? Very intuitive and engaging. Love the different labs that neo4j offers to understand the various use cases. Easy to get on with. One good thing is browser, desktop and aura db all have a unified user experience What do you dislike about Neo4j Graph Database? CQL is a learning curve. Not easy to understand the syntaxes. Even though neo4j bloom is intuitive, it has many features that require some training to fully make use of it What problems ...

"Wonderful tool for creating Knowledge Graph- providing explanability to Black Box ML Models"

What do you like best about Neo4j Graph Database? Very Easy to convert a standard dataset to graphical form which provides more detailing and understandability. What do you dislike about Neo4j Graph Database? Yet not encountered, still exploring NEO4J What problems is Neo4j Graph Database solving and how is that benefiting you? Neo4J for Graphical Data Science and its integration with Python

"Re-wires the way brain understands data"

What do you like best about Neo4j Graph Database? Never experienced Hyper Agility of an App that handles > 10k rows of data. That's not the basic reason. Neo4J helps you validate your thoughts. By connecting nodes & other tags and all possible information about a particular topic; you get to see the grammatic scope of a matter which is more important than the numeric scope which we can see through Excel etc. What do you dislike about Neo4j Graph Database? Nothing as such - the technology at ...

"Built a n4j knowledge lake to assist with validation and automating operations"

What do you like best about Neo4j Graph Database? The ability to tie together vastly diverse datasets within our service offerings, compare them to provisioning (actual) and automate remediation as well as traditional reporting functionalities. This has allowed us to rapidly create functionality where no native integrations exist and map our client experience with our service catalog (planned services) What do you dislike about Neo4j Graph Database? The biggest difficulty is creating ...

"Epic in every way"

What do you like best about Neo4j Graph Database? The multi labels. Everyone is so kind and helpful, and the community is amazing. I'm extremely glad that it's maintained Cypher as I find it so much more enjoyable to use than the other languages for graphs on the market. The integrations are easy to todo, and it enables me to use all the data science of python with ease. What do you dislike about Neo4j Graph Database? AuraDB is extremely pricey, much higher than MongoDB which makes it ...

"Very useful database that solves some complicated use cases for my enterprise"

What do you like best about Neo4j Graph Database? Neo4j focuses on the relationship aspect of data storage, which is convenient for the use case of my enterprise where we are trying to track the assets on our network and the relationships between those assets. Also, the suite of tools available speeds up development significantly. Spinning up a docker container and trying out data models and Cypher queries locally allows for quick developer growth for learning the Neo4j landscape. What do ...