I think it might actually be easier to inspect the BEAM over those other VMs. For one, it is much older and stable. And secondly, the BEAM has a lot of self-introspection features.
I highly recommend the talk The Soul of Erlang and Elixir by Sasa Juric which shows off the essence of the BEAM.