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When do you think we should run this benchmark? Friday, 1pm? Monday 8AM? Wednesday 11AM?

I definitely suspect all these models are being degraded during heavy loads.

This hypothesis is tested regularly by plenty of live benchmarks. The services usually don't decay in performance.