Benchmark vs. Live Dashboard: Why Two Throughput Numbers Diverged in a Spatial Engine Project

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A developer building geo-sentinel, a spatial telemetry pipeline, found that a standalone benchmark showed over 350,000 H3 lookups per second while the live Grafana dashboard showed about 100-125 pings per second. The benchmark measured raw algorithmic speed with no network or I/O, while the live pipeline measured end-to-end throughput through a Redpanda broker. The live rate was limited by the simulated producer's configured ping rate rather than the H3 evaluation logic. The developer chose to label and scope the two results separately instead of presenting them as one continuous measurement. The project is a demo and does not claim production-scale features.

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