I don't think there is a difference. Without certain Sphinx extensions, `:math:` is required, but for the extensions we use, just single backquotes are fine. I think you only need `math` for equations that go on their own line, like https://github.com/sympy/sympy/blob/master/sympy/functions/special/bessel.py#L80.