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vLLM hits 954K tokens/s/GPU on DeepSeek V4.1 Flash in AgentX test

The vLLM team reports DeepSeek V4.1 Flash on SemiAnalysis AgentX reaching 954K tokens/s/GPU total throughput and 196 tok/s P90 per user, worth $38.96/GPU-hour at DeepSeek off-peak pricing.

vLLM
@vllm_projectArchived 6 days agoOriginally posted 2026.10.25
vLLM hits 954K tokens/s/GPU on DeepSeek V4.1 Flash in AgentX test
vLLM @vllm_projectOriginally posted 2026.10.25
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Beyond matching DeepInfer's performance, we also put vLLM to the test on @SemiAnalysis_ AgentX with real-world agentic workloads. At DeepSeek's off-peak pricing, vLLM delivers $38.96/GPU-hour revenue, with 954K tokens/s/GPU total throughput (cached+input+output) at 196 tokens/s P90 per user. This is the best DeepSeek-V4.1-Flash result on AgentX ever, powered by recent advancement in vLLM! Check out our blog for the full optimization story and how to reproduce the results 👇 Enjoy the read.

This post quotes another post: “vLLM serves DeepSeek V4.1 Flash on GB300 NVL72 at 954K tokens/s per GPU”

x.com/vllm_project/status/2114135647040778667Archived 2026.10.25 12:00