Last Run: April 10, 2026 | Commit: eaf3e84 | 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 |
84.8 |
114K/s |
🥇 0.7ms |
🥇 0.0s |
128MB |
| 🥈 |
SQLite |
47.6 |
17K/s |
1.3ms |
1.6s |
142MB |
| 🥉 |
LevelGraph |
43.2 |
4K/s |
1.6ms |
🥇 0.0s |
336MB |
| 4 |
Graphology |
41.9 |
21K/s |
2.3ms |
🥇 0.1s |
354MB |
Overall Score - Medium Dataset
| Rank |
Engine |
Score |
Ingestion |
Traversal |
PageRank |
Memory |
| 🥇 |
CongraphDB |
100.0 |
🥇 118K/s |
🥇 0.5ms |
🥇 14.5s |
🥇 385MB |
| 🥈 |
Kuzu |
70.0 |
85K/s |
🥇 0.7ms |
32.0s |
720MB |
| 🥉 |
Neo4j |
68.4 |
92K/s |
🥇 0.7ms |
24.5s |
1850MB |
| 4 |
Graphology |
57.8 |
72K/s |
🥇 0.6ms |
78.0s |
980MB |
| 5 |
SQLite |
30.3 |
42K/s |
6.1ms |
68.0s |
680MB |
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 |