How Workloads Actually Run on Hardware.

Deep-dive technical breakdowns explaining real hardware bottlenecks, pipeline architectures, and single-thread vs. multi-GPU behaviors in production.

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programs analyzed

Flight Sim•Aug 18, 2026

Flight & Physics Simulation

Physics engines, real-time rendering

Unlike most categories, the CPU is usually the first bottleneck here, not the GPU. The core physics loop runs mostly on one or two threads, so a high-clock CPU with fewer cores outperforms a many-core chip at a lower clock.

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programs analyzed

Video Editing

Encoders/decoders, color grading, VRAM

Video editing hides two separate GPU subsystems inside the same card: the compute engine (effects, color, scaling) and the dedicated hardware media engine (encode/decode). A GPU can be excellent at one and irrelevant to the other.

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Aug 18

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