{"slug":"arangodb","name":"ArangoDB","domain":"arangodb.com","best_rank":5,"categories":1,"entries":[{"slug":"best-graph-databases-for-fraud-detection","title":"Best graph databases for fraud detection","rank":5,"of":7,"score":2,"appearances":2,"modelRanks":{"Claude":5,"Gemini":5},"reason":"Multi-model (graph + document + search) fits fraud teams that need entity documents, KYC records, and relationship traversal in one engine with one query language (AQL), decent horizontal scaling via SmartGraphs, and permissive licensing history makes self-hosting economical. Near-tie with Memgraph — pick Arango for mixed workloads, Memgraph for streaming latency.","reasons":[{"model":"Claude","reason":"Multi-model (graph + document + search) fits fraud teams that need entity documents, KYC records, and relationship traversal in one engine with one query language (AQL), decent horizontal scaling via SmartGraphs, and permissive licensing history makes self-hosting economical. Near-tie with Memgraph — pick Arango for mixed workloads, Memgraph for streaming latency."},{"model":"Gemini","reason":"Multi-model (document + graph) architecture allows storing rich entity profiles and transactional logs in the same system as the graph structure. Perfect for fraud analysts who need to seamlessly query relational transactional details and relationship paths using AQL."}],"fixes":[{"model":"Claude","fix":"Graph traversal performance and native graph algorithm library trail dedicated graph engines; the 2024+ BUSL license shift complicates the \"free open source\" assumption for commercial use."},{"model":"Gemini","fix":"Query execution is slower for native, deep graph traversals compared to specialized native graph databases like Neo4j or Memgraph when scaling past a few hops."}],"updated":"2026-07-16","api":"https://modelsagree.com/api/v1/best/best-graph-databases-for-fraud-detection.json"}],"page":"https://modelsagree.com/product/arangodb","check":"https://modelsagree.com/check?q=ArangoDB","updated":"2026-07-16T19:40:04.046Z","attribution":"modelsagree.com, CC BY 4.0"}