Comparison with Other Engines

We compared Gunrock against several other engines for graph analytics:

Below are comparative results on 5 primitives times 9 datasets in terms of graph throughput (millions of edges per second, MTEPS) ...

... and elapsed time (ms).

Here's a "Small Multiple Dot Plot" (design by Joe Mako) that shows Gunrock speedup over different engines on different primitives and datasets:

Source data, with links to the output JSON for each run