AI Model Performance Convergence and the Commoditization of AI Infrastructure

As AI model performance converges across vendors and model sizes on benchmarks like MMLU, the competitive advantage in the model layer will collapse, forcing differentiation to shift toward applications and developer tooling. Similar to cloud infrastructure, the AI model layer will commoditize with a few dominant providers, making open-source alternatives increasingly competitive with proprietary solutions.