MLPerf Client

Run AI Benchmarks Locally

Free

MLPerf Client is a benchmark developed collaboratively at MLCommons to evaluate the performance of large language models (LLMs) and other AI workloads on personal computers–from laptops and desktops to workstations. By simulating real-world AI tasks, it provides clear metrics for understanding how well systems handle generative AI workloads. The MLPerf Client working group intends for this benchmark to drive innovation and foster competition, ensuring that PCs can meet the challenges of the AI-powered future. System requirements: iPad Pro (M2) or newer with 16GB or more of RAM

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What’s new in MLPerf Client v1.6 This release of MLPerf Client has the following new features and capabilities: Acceleration updates Updates to key components, including: Windows ML and the related ONNX Runtime and ORT GenAI components Llama.cpp Runtime updates from IHVs on Windows Runtime updates to MLX+Metal and Llama.cpp+Metal on macOS and iPad GUI updates Optimizations to reduce start-up times. Added a progress bar indicator at application start. Re-architected the application to improve stability. Added an option to disable download confirmation prompts when benchmarking starts so subsequent test batches can be dispatched with a single click. Introduced new capabilities for tracking and computing memory utilization during execution.

Version 1.6.0

The developer, MLCommons Association, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .

  • Data Not Collected

    The developer does not collect any data from this app.

    Privacy practices may vary, for example, based on the features you use or your age. Learn More

    Accessibility

    The developer has not yet indicated which accessibility features this app supports. Learn More

    Information

    Seller
    • MLCommons Association
    Size
    • 59.9 MB
    Category
    • Utilities
    Compatibility
    Requires iPadOS 16.0 or later.
    • iPad
      Requires iPadOS 16.0 or later.
    • Mac
      Requires macOS 12 or later and a Mac with Apple M1 chip or later.
    • Apple Vision
      Requires visionOS 1.0 or later.
    Languages
    • English
    Age Rating
    4+
    Copyright
    • © 2025 MLCommons Association
  • Privacy Policy

    • More by MLCommons Association

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