As its name implies, Gigabyte's $500 Gaming Box RX 580 8G Graphic Card eGPU comes with an AMD Radeon RX580, the exact same card you'd find in the $700 Blackmagic eGPU.
In all fairness, I haven't tried either the Blackmagic eGPU or Gigabyte's own eGPU. Still, I can't imagine that Blackmagic's model includes $200 worth of extras that make it worth buying over Gigabyte's.