DeepInfra Serves 700B+ Tokens/Day on NVIDIA Blackwell Ultra B300s

gharik · x · 2026-08-06

DeepInfra announced it is now serving over 700 billion tokens per day just on OpenRouter, alongside significant volume via private endpoints.

Infrastructure-wise, it is fully deployed on NVIDIA Blackwell Ultra B300 chips within the US. The company also noted that open-source models like DeepSeek V4 Flash are now production-grade, achieving a 90% cache hit rate and drastically reducing the cost per token, signaling an inflection point in token economics.

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