Review
Having used both, I would definitely recommend ArangoDB. Not only is it multi-model, but it is more intuitive to use as a developer. And most importantly, it supports nested JSON in the graph nodes which in my opinion is a deal-breaker for neo4j. A storage engine should not influence the shape of your data models. A simple example is "node.location.lat", you can't do that with neo - you have to create a new 'location' node and connect it with an edge.
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