7/9 Solo vs Cluster: Where Two Sparks Beat One (and Where They Don't)
Neither topology dominates — cluster wins decode at every concurrency level, but 2x Solo wins prefill and TTFT under load. The right choice depends on the workload.
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Neither topology dominates — cluster wins decode at every concurrency level, but 2x Solo wins prefill and TTFT under load. The right choice depends on the workload.
The second DGX Spark arrived. Before writing a single line of config: check firmware. Then cables, SSH, Docker, vLLM, model cache — and Claude Code helping build the skills to manage it all.