RunInfra serves open-weight models behind a single API that speaks both the OpenAI and Anthropic SDK formats, so switching providers takes one API key rather than a rewrite. Responses are tuned for speed, and cached context lowers the cost of the repeated prefixes that agent workloads generate.
It is positioned for agent builders specifically: predictable latency, open models, and billing that does not punish the long, chatty contexts agents need.
