RunInfra

RunInfra, developed by Y Combinator-backed RightNow AI (SOC 2 Type II certified, NVIDIA Inception Program member), is an AI model optimization and deployment platform that helps users optimize any Hugging Face model for production, benchmarking serving configurations, tuning runtime parameters, and generating deployment-ready stacks. Model optimization compares serving engines like vLLM, SGLang, and TensorRT-LLM while auto-tuning quantization and KV cache configuration, hardware comparison tests performance across L4, A100, H100, H200, and B200 GPUs, and transparent benchmarking provides p95 latency, throughput, and cost-per-million-token metrics before deployment. Flexible deployment lets users run managed endpoints, export self-hosting kits, or use partner clouds like RunPod and Modal, and model API hosting offers serverless access to optimized models like DeepSeek V4 Flash.