There are two pretty big differences. The first is that venture debt is usually only available to very established companies, as far as startups go, and have restrictive covenants (regarding cash balance, profitability, other indebtedness, etc). The second is that most venture debt comes with warrant coverage, so the lender ends up taking equity as well.