Penetration testing involves hiring external consultants for time-boxed engagements to identify vulnerabilities, whereas bug bounties engage a large community of testers with diverse expertise and skills, providing continuous coverage and incentivizing researchers to find high-quality bugs. The key differences between the two models lie in their approach, scope, and results, with bug bounties offering advantages such as increased diversity, ongoing coverage, and higher payouts for severe vulnerabilities.