Hi everlycke
Yes, you just need to set the taxes inclusive or exclusive from Woocommerce Settings.
So, go to Woocommerce Settings > In 'General' tab enable the option 'Enable taxes' > And 'Tax' tab will appear > Select exclusive or inclusive tax.
Hope this helps,
Best Regards,
Andrea.