Graph Layers for Relational Databases, Ranked Monthly
Graph layers that add graph capabilities to relational databases or query relational tables in place, ranked monthly across adoption, activity, community and research signals.
Apache AGE leads with a score of 61.9, followed by Ontop (58.8) and Google Cloud BigQuery Graph (54.0) — 14 engines ranked, September 2026.
| # | 1mo | Name | Score | Tier |
|---|---|---|---|---|
| 1 | ▲1 | 61.9 | Strong | |
| 2 | ▼1 | 58.8 | Strong | |
| 3 | ▲1 | 54.0 | Strong | |
| 4 | ▼1 | 51.7 | Strong | |
| 5 | ▲2 | 50.0 | Strong | |
| 6 | = | 48.3 | Growing | |
| 7 | ▼2 | 47.9 | Growing | |
| 8 | = | 41.3 | Growing | |
| 9 | ▲1 | 40.6 | Growing | |
| 10 | new | 39.3 | Growing | |
| 11 | ▼2 | 38.0 | Growing | |
| 12 | ▼1 | 35.3 | Growing | |
| 13 | ▼1 | 20.5 | Emerging | |
| 14 | new | 17.7 | Emerging |
