MLPerf Client

Free#29 of 72 in PC Benchmark Software

MLPerf Client: A free, open-source benchmark for local LLM, image-generation, and agentic AI workloads. Ranked #29 of 72 in PC Benchmark Software by our editors (6.5/10); pricing: Free plan; best for testing local AI inference and generation performance.

6.5/10★★★☆☆Editor score

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At a glance

• Editor score
  6.5 / 10
• Pricing
  Free plan
• Best for
  Testing local AI inference and generation performance
• Free plan
  Yes
• Paid from
  Free
• Workload areas
  LLM inference; image generation; agentic AI
• Facts checked
  23 Sep 2026

• Where it wins

  • Benchmarks LLM, image-generation, and agentic AI workloads
  • Offers GUI and command-line runs with configurable JSON profiles
  • Supports hardware acceleration and exports results to CSV

• Where it doesn't

  • Focuses on AI workloads rather than general PC benchmarking
  • Offline runs require dependencies to be downloaded first
  • Support is available through tickets

Our verdict on MLPerf Client

MLPerf Client is an open benchmark for evaluating AI workloads on personal computers, including laptops, desktops, workstations, and iPads. It measures local execution of large language model, image-generation, and agentic AI tasks using standardized tasks and metrics. Its free, open-source approach suits people comparing AI performance on their own hardware, while its specialized scope is less suited to buyers seeking a broad PC benchmark covering general computing workloads.

The benchmark spans three AI workload areas: LLM inference, image generation, and agentic AI. Users can run it through a graphical interface or command line, configure benchmark profiles in JSON, and export results as CSV for analysis. Hardware acceleration provider support gives the tool paths for accelerated execution. These options make it relevant both to people who want to run a benchmark interactively and to those who want CLI automation or custom test profiles. It supports Windows 11, macOS Tahoe 26, iPadOS 26, and Ubuntu Linux 24.04.

MLPerf Client can run benchmarks offline after dependencies have been downloaded, which can suit evaluations where network access is not available during execution. That requirement means preparation is part of the workflow. Support is provided through tickets. Choose MLPerf Client if your priority is measuring local AI inference, image generation, or agentic AI performance and you value configurable runs and exported results. Choose a broader PC benchmark instead if you need to assess general system performance beyond AI workloads.

Your product? Our editors can test MLPerf Client in depth and publish a review, labelled as paid · from $149/mo →

MLPerf Client pricing

MLPerf Client fact sheet

Alternatives to MLPerf Client

• GGeekbenchA broad benchmark suite for comparing CPU and GPU performance across five platforms.9.3
• PassMark PerformanceTestA broad benchmark suite with free standard tests and a $39 one-time advanced tier.9.1
• 3DMarkA broad benchmark suite for comparing GPU, CPU, storage, and gaming performance.9.1

See all MLPerf Client alternatives →

Featured on iTechGuides

MLPerf Client is listed in our PC Benchmark Software directory. Add the badge to your site — it links back to this page.

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 7 Oct 2026 · How we research and update