Last Run: April 17, 2026 | Commit: ed22125 | Version: 1.0.0
Current rankings based on overall performance across all metrics.
Overall Score - Small Dataset
| Rank |
Engine |
Score |
Ingestion |
Traversal |
PageRank |
Memory |
| 🥇 |
CongraphDB |
80.8 |
95K/s |
🥇 0.7ms |
🥇 0.0s |
133MB |
| 🥈 |
SQLite |
42.3 |
17K/s |
1.4ms |
1.8s |
179MB |
| 🥉 |
LevelGraph |
42.1 |
3K/s |
1.7ms |
🥇 0.0s |
415MB |
| 4 |
Graphology |
40.9 |
18K/s |
2.4ms |
🥇 0.1s |
433MB |
| 5 |
Ladybug |
28.6 |
0K/s |
14.0ms |
🥇 0.0s |
489MB |
Overall Score - Medium Dataset
| Rank |
Engine |
Score |
Ingestion |
Traversal |
PageRank |
Memory |
| 🥇 |
CongraphDB |
85.1 |
69K/s |
🥇 0.6ms |
🥇 0.0s |
501MB |
| 🥈 |
LevelGraph |
45.8 |
2K/s |
1.7ms |
🥇 0.0s |
2124MB |
| 🥉 |
Graphology |
29.7 |
7K/s |
58.8ms |
🥇 2.4s |
2870MB |
| 4 |
SQLite |
23.1 |
7K/s |
10.4ms |
51.1s |
651MB |
Overall Score - Large Dataset
| Rank |
Engine |
Score |
Ingestion |
Traversal |
PageRank |
Memory |
| 🥇 |
CongraphDB |
100.0 |
🥇 110K/s |
🥇 0.6ms |
🥇 168.0s |
🥇 3250MB |
| 🥈 |
Neo4j |
72.7 |
88K/s |
🥇 0.8ms |
285.0s |
8200MB |
| 🥉 |
Kuzu |
70.9 |
82K/s |
🥇 0.8ms |
380.0s |
5800MB |
| 4 |
Graphology |
57.7 |
68K/s |
🥇 0.8ms |
920.0s |
8500MB |
| 5 |
SQLite |
28.6 |
38K/s |
13.0ms |
850.0s |
5200MB |