Chasm Inference Service dynamically routes LLM inference requests among shared providers and dedicated clusters based on latency, load, performance, and cost. It offers OpenAI-compatible API calls, autoscaling, automated cluster management, token-speed optimization, pay-as-you-go pricing, enterprise-grade security, and a 99.9% uptime SLA for startups, scale-ups, and enterprises.