RunInfra

RunInfra is a platform that benchmarks GPUs, optimizes kernels, and deploys a production API for any open-source model, solving the problem of selecting and tuning the right serving stack for inference. It sells to developers and engineering teams at enterprises who need to deploy models with predictable latency, throughput, and cost. The platform differentiates by providing transparent benchmark receipts and an exportable stack that customers can inspect and self-host, contrasting with opaque managed services.

Key features

• GPU benchmarking and selection
• Serving engine comparison (vLLM, SGLang, TensorRT-LLM)
• Kernel tuning and speculative decoding
• Quantization (AWQ int4)
• FlashAttention v2 integration
• Continuous batching and prefix caching
• Latency and throughput measurement
• VRAM and cost tracking
• Deployment kit export
• SOC 2 Type II compliance
• Encryption in transit and at rest
• Role-based access control and tenant isolation