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Execution times for basic graph operations on Erdős-Rényi random graph G(1M, 100M). Times are in seconds. Overall, SNAP is about two times slower than iGraph at generating the graph but it is 15 times faster at loading and saving it to the disk. NetworkX is 5 to 200 times slower than SNAP.
| Execution time [seconds] | |||
|---|---|---|---|
| Operation | SNAP | iGraph | NetworkX |
| Generate | 139.3 | 74.2 | 748.7 |
| Save | 3.3 | 47.0 | 757.2 |
| Load | 4.6 | 87.8 | 522.0 |
