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Vllm Xpu Bench

plugin

Benchmark a running vLLM-XPU OpenAI-compatible server on an Intel GPU using vllm bench. Measures TTFT (time-to-first-token), TPOT (time-per-output-token), ITL (inter-token latency), end-to-end latency, and throughput under concurrency. Covers online (vllm bench serve) and offline (vllm bench throughput) modes; concurrency sweeps and quant comparison live in references/sweep-and-compare.md. Use after vllm-xpu-run when the user asks "how fast is this?".

Works with: Claude Code (native)
native: this artifact type is that client's own format

Category: AI & Agents — see all ranked ›

Install (Claude Code):

/plugin marketplace add intel/gpu-ai-skills
/plugin install vllm-xpu-bench@intel-model-skillpack

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Vllm Xpu Bench scores 45 today. Pro keeps the series, so you can see whether that is a project getting better or one on its way down.

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source ↗  ·  plugin:intel/gpu-ai-skills/vllm-xpu-bench

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Measured 2026-09-13  ·  scorer s5  ·  how  ·  something wrong here?