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Applied AI·August 21, 2026·1 min read

$16,000 Quad AI Geekom mini PC cluster gets DeepSeek V4 Flash treatment with 512GB RAM — reaches 14.61 tokens per second

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A $16,000 mini-PC cluster pushing ~14.6 tok/s on DeepSeek V4 Flash shows that mid-range, on-prem inference for serious workloads is now within a single team’s capex. CIOs with data residency or privacy constraints should be actively benchmarking these local clusters against managed cloud for cost, latency, and control.