In v6.4.5, the latest version currently. The accepted solution no longer works, this does:

<TextField
  slotProps={{
    htmlInput: {
      sx: {
        textAlign: "right",
      },
    },
  }}
/>

Note that the styling here is set on htmlInput, not input