# Graph Databases

Ranked by the Vioscale composite score: a confidence-weighted blend of independent signals, not user reviews.

| # | Software | Score | Confidence | Vendor |
|--:|---|--:|---|---|
| 1 | [TigerGraph](https://www.vioscale.ai/software/tigergraph) | 62.4 | 29% (low) | - |
| 2 | [Neo4j](https://www.vioscale.ai/software/neo4j) | 60.9 | 16% (low) | - |
| 3 | [FalkorDB](https://www.vioscale.ai/software/falkordb) | 56.9 | 41% (low) | - |
| 4 | [Memgraph](https://www.vioscale.ai/software/memgraph) | 54.1 | 30% (low) | - |
| 5 | [Dgraph](https://www.vioscale.ai/software/dgraph) | 53 | 27% (low) | - |
| 6 | [JanusGraph](https://www.vioscale.ai/software/janusgraph) | 52.9 | 36% (low) | - |
| 7 | [OrientDB](https://www.vioscale.ai/software/orientdb) | 52.5 | 30% (low) | - |
| 8 | [Amazon Neptune](https://www.vioscale.ai/software/amazon-neptune) | 47.2 | 31% (low) | - |
| 9 | [NebulaGraph](https://www.vioscale.ai/software/nebulagraph) | 41.4 | 26% (low) | - |
| 10 | [Kùzu](https://www.vioscale.ai/software/k-zu) | 40.5 | 20% (low) | - |
| 11 | [Apache AGE](https://www.vioscale.ai/software/apache-age) | 40.4 | 35% (low) | - |
| 12 | [Virtuoso](https://www.vioscale.ai/software/virtuoso) | 34.4 | 40% (low) | - |

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*Source: Vioscale (https://www.vioscale.ai/categories/graph-db).*