Model API Commoditization & Cost-Per-Task Competition

Falling token prices, multi-model access, prompt caching, specialized services, and developer tools exposing rate limits and spend are intensifying competition around cost per successful task rather than raw model benchmarks. Aggregated access lowers adoption friction, but quotas, latency, privacy, model-specific tools, availability, and migration costs still limit portability.