Open Models vs Frontier Models: Who Actually Wins? | The $100K Token Budget Every Engineer Will Need
20VC with Harry Stebbings
Jul 4, 2026
Clay Bavor argues that the future of enterprise AI lies in high-leverage, agentic workflows rather than simple chatbots. By prioritizing 'forward-deployed' engineering and deep integration, Sierra helps Fortune 50 companies automate complex, regulated tasks. Bavor emphasizes that the true competitive advantage is not just the model, but the craftsmanship and intensity applied to solving specific, high-stakes business problems.
Key insight: Bavor predicts that token spend will eventually account for 20% of an engineer's total compensation, signaling a shift where AI-driven productivity becomes a core component of operational capital allocation.
