| Time to Hire | 7 days (pre-vetted vibe coding developers) | 8 - 16 weeks (recruitment + notice period) | 1 - 4 weeks |
| Up-Front Cost | Zero recruitment fees | 15 - 25% hiring expense (agency, HR overhead) | Platform fees + 10 - 20% markup |
| Vibe Coding Skill Verification | 5-stage vetting - AI tool proficiency, spec-driven workflow, code review habits, production track record | Self-assessed during interviews, difficult to verify AI workflow depth | Unvetted, portfolios rarely reflect real AI-assisted workflow quality |
| AI Workflow Maturity | Spec-driven workflows, context engineering, and human review gates standard on every project | Varies by individual hire | Free-form prompting with limited review processes |
| Test Coverage | 70 - 80% standard across projects | Depends on individual engineering practices | 30 - 40% industry average or skipped entirely |
| Retention / Ramp-Down Risk | Contract-based with flexible scaling and quick replacement options | High - salary, notice period, severance commitments | High turnover and project continuity risks |
| Management Overhead | Solution architect + project manager included with weekly sprint demos | Full HR, payroll, and infrastructure management required | Client handles coordination and workflow management |
| IP & Security | NDA-backed, ISO 27001:2022 certified workspace, compliance-ready workflows | Direct internal control | Varies significantly by contractor |
| Compliance Experience | HIPAA, SOC 2, PCI-DSS, and GDPR delivery experience | Depends on the individual's hiring background | Rarely verified |
| Hidden Costs | None. AI tools, infrastructure, and benefits included | Benefits, facilities, and compliance overhead | Escrow fees, scope creep, rework cycles |
| Ideal For | AI MVPs, SaaS platforms, compliance-heavy builds, team augmentation | Long-term proprietary platforms | Short-term prototypes, micro-features, experimental projects |