The AI Commoditization Moment: How Generic Models Are Disrupting Frontier AI Pricing

Chinese AI models have achieved pricing parity with US frontier models while maintaining comparable performance, creating a 90% price discount similar to generic pharmaceuticals. The compressed timeline from innovation to commoditization—measured in weeks rather than decades—poses a fundamental challenge to the business model of high-cost AI development. Three forces drive this commoditization: model distillation, hyperscaler subsidies, and DeepSeek's ultra-low training cost precedent.