Embedded Popularity Ranking
Embedded graph databases, ranked monthly by adoption, activity, community and research signals.
LadybugDB leads with a score of 61.7, followed by TinkerGraph (55.8) and Kuzu (55.7) — 26 engines ranked, October 2026.
| # | 1mo | Name | Score | Tier |
|---|---|---|---|---|
| 1 | = | 61.7 | Strong | |
| 2 | = | 55.8 | Strong | |
| 3 | = | 55.7 | Strong | |
| 4 | ▲1 | 49.1 | Growing | |
| 5 | ▼1 | 46.9 | Growing | |
| 6 | = | 41.1 | Growing | |
| 7 | = | 40.2 | Growing | |
| 8 | = | 38.8 | Growing | |
| 9 | = | 38.8 | Growing | |
| 10 | = | 35.8 | Growing | |
| 11 | ▲2 | 34.9 | Growing | |
| 12 | = | 34.8 | Growing | |
| 13 | ▼2 | 31.8 | Growing | |
| 14 | = | 30.3 | Growing | |
| 15 | = | 28.2 | Emerging | |
| 16 | = | 27.4 | Emerging | |
| 17 | = | 27.2 | Emerging | |
| 18 | = | 26.9 | Emerging | |
| 19 | ▲1 | 25.0 | Emerging | |
| 20 | ▲2 | 23.4 | Emerging | |
| 21 | ▼2 | 22.2 | Emerging | |
| 22 | ▼1 | 21.2 | Emerging | |
| 23 | = | 15.3 | Emerging | |
| 24 | = | 12.0 | Emerging | |
| 25 | new | 10.1 | Emerging | |
| 26 | ▼1 | 9.5 | Emerging |
