C++ Graph Database Popularity Ranking
ArangoDB leads with a score of 69.4, followed by Memgraph (63.6) and QLever (62.9) — 32 engines ranked, July 2026.
| # | 1mo | Name | Score | Tier |
|---|---|---|---|---|
| 1 | = | 69.4 | Leader | |
| 2 | ▲2 | 63.6 | Strong | |
| 3 | = | 62.9 | Strong | |
| 4 | ▼2 | 61.4 | Strong | |
| 5 | ▲1 | 58.0 | Strong | |
| 6 | ▲1 | 57.9 | Strong | |
| 7 | ▼2 | 56.3 | Strong | |
| 8 | ▲1 | 51.7 | Strong | |
| 9 | ▲2 | 51.2 | Strong | |
| 10 | = | 48.5 | Growing | |
| 11 | ▲1 | 47.9 | Growing | |
| 12 | ▼4 | 46.9 | Growing | |
| 13 | ▲1 | 45.7 | Growing | |
| 14 | ▲3 | 45.2 | Growing | |
| 15 | = | 44.9 | Growing | |
| 16 | = | 42.8 | Growing | |
| 17 | ▼4 | 42.6 | Growing | |
| 18 | ▲3 | 42.0 | Growing | |
| 19 | ▲1 | 41.8 | Growing | |
| 20 | ▲3 | 40.9 | Growing | |
| 21 | ▼3 | 40.3 | Growing | |
| 22 | ▼3 | 39.1 | Growing | |
| 23 | ▼1 | 37.8 | Growing | |
| 24 | = | 35.3 | Growing | |
| 25 | = | 31.7 | Growing | |
| 26 | = | 31.6 | Growing | |
| 27 | = | 29.2 | Emerging | |
| 28 | new | 24.5 | Emerging | |
| 29 | = | 20.4 | Emerging | |
| 30 | ▼2 | 20.0 | Emerging | |
| 31 | ▼1 | 16.1 | Emerging | |
| 32 | ▼1 | 15.1 | Emerging |
1 additional engine has too little public signal to be ranked.