DeepSeek-V4.1-Flash Throughput Benchmarked Across 3 Tools on 4x RTX PRO 6000

TheZachMueller · x · 2026-11-03

A hands-on throughput benchmark of DeepSeek-V4.1-Flash-1017 on 4x RTX PRO 6000 GPUs with Engram RAM offload, testing 3 checkpoint variants across llm-inference-bench, NVIDIA Dynamo AIPerf, and SemiAnalysis AgentX, with and without DSpark up to 7 speculative draft tokens — arguing you should know where your inference server saturates.

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