Kimi K3 hits 391 tokens/s per user on TPU v7 with open-source vLLM megakernels

woosuk_k · x · 2026-10-21

Inferact reports Kimi K3 running on vLLM TorchTPU reaching 391 tokens/s per user on SemiAnalysis' AgentX benchmark, powered by their TPU megakernels.

The result holds up on real, long-context, production-level agentic workloads. It's publicly viewable on InferenceX, and the megakernels are open source.

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