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Practical courses, calculators, provider data, and market evidence for understanding AI workloads, models, GPUs, infrastructure, and economics.
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Term of the Day
Export controls are government rules that restrict where certain chips, systems, or technologies can be sold. AI accelerators are affected because advanced chips can support strategic and military-relevant capabilities. Restrictions can change demand flows, chip designs, and regional access to compute.
Learn moreToday's Lesson
Learn why higher AI benchmark scores may not lower production cost, and how token usage, latency, retries, and context size affect serving spend.
Start the lessonCompute College curriculum
81 plain-English lessons across 9 tracks — from GPUs and model costs to prompt design, context, power, data centers, and market structure.
Explore Compute CollegeNewNew Compute College track
Learn how prompts and context shape model quality, token usage, latency, retries, and inference cost.
Providers
Current reviewed list price per GPU-hour and the H100-equivalent rate for each provider, each from a public price page with an editorial check and how long that price has held. Rows outside the review window are kept in the source data but not shown.
