Taichi solves a different problem. It's (mainly) a tensor compiler that targets kernel generation on different architectures, while Chapel is for orchestrating

Taichi solves a different problem. It's (mainly) a tensor compiler that targets kernel generation on different architectures, while Chapel is for orchestrating and communicating between computations over distributed memory spaces (and heterogeneous devices).