We don't have a benchmark between the analytical engine in GraphScope (aka. GAE) with GraphX/Giraph. But we do have evaluated the performance of the underlying engine of GAE (libgrape-lite) with LDBC Graph Analytics Benchmark and it achieves higher performance comparably to the state-of-the-art systems [2].

[1]: https://github.com/alibaba/libgrape-lite

[2]: https://github.com/alibaba/libgrape-lite/blob/master/Perform...