There are numerous benchmarks implemented in Chapel, some of which are competitive with other implementations (see paper reference in article). There is a growing standard library and literally thousands of test codes that represent a broad set of functionality. That said, Chapel is not yet a product grade language, nor is it promoted as such.

Chapel may not be an appropriate replacement for all MPI programs, but it can be used for some programs today.