H1Bs hired by companies like Amazon and Microsoft tend to be near the beginning of their careers, so a direct comparison to an average salary can be misleading. At least at Microsoft, the company helps H1Bs become permanent residents which would totally eliminate any ability the company has to underpay them.

Disclosure: I work at Microsoft.