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Insights to your cloud infrastructure that will help you optimize performance, compare with your competitors and position yourself better in the market.




We provide benchmarks with key parameters that deliver essential insights into your cloud infrastructure. For providers with specialized needs, we offer advanced benchmarking solutions, including complex evaluations like MLCommons.

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Email us at: info@skydeck.io

Your performance is our purpose



Optimize Your Cloud Infrastructure with Data-Driven Insights



We provide benchmarks with key parameters that deliver essential insights into your cloud infrastructure. Our reports are designed for clarity and ease of use, presenting crucial metrics that directly impact your cloud performance.

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Simple to complex benchmark metrics


These metrics represent the baseline insights we provide, with more complex and detailed metrics available based on the specific needs of the provider. We not only highlight these key factors but also illuminate how they influence your infrastructure, offering actionable insights for further improvements.
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Hardware Specifications:

  • GPU Model and Count: Model and number of GPUs used.

  • CPU Details: Type, architecture, model, vendor ID, number of cores, threads, and sockets.

  • Memory: Total, used, free, and available memory.

  • Storage: Type and size of storage used.

  • Power and Clock Metrics: GPU power limit and clock speeds.
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Performance Metrics:

  • Server Boot and Ready Times: Time taken for server boot-up and readiness.

  • Bandwidth and Throughput: Average bandwidth and overall system throughput.

  • Processing Speed: Iterations per second, inference tokens per second, and average epoch time.
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GPU-Specific Metrics:

  • Running GPU Model and Driver Version: GPU model in use and driver version.

  • Temperature and Performance State: GPU temperature during operation and performance state.
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Rating & Percentile Metrics:

  • Performance Rankings: Percentile and rating for iterations per second, inference tokens per second, and average epoch time.
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Pricing Metrics:

  • On-Demand Pricing: Cost for using the instance.