MLCommons®, the open engineering consortium behind the widely used MLPerf® suite of AI benchmarks, today announced that MLPerf® Mobile, its flagship mobile AI performance benchmarking tool, is now available for the first time on the Google Play Store.
Previously offered only as a downloadable APK, MLPerf Mobile can now be easily accessed and installed by a global audience of Android users directly through Google Play. The free, open-source app empowers users to measure how well their smartphones and tablets handle real-world artificial intelligence (AI) and machine learning (ML) tasks.
“Publishing MLPerf Mobile to the Play Store is a major milestone in making AI benchmarking more accessible and transparent,” said Mostafa El-Khamy, chair of the Mobile working group at MLCommons. “Now anyone—from developers and hardware reviewers to everyday users—can assess their device’s AI performance using benchmarks developed collaboratively through MLCommons.”
What is MLPerf Mobile?
MLPerf Mobile is an AI benchmarking app designed to evaluate mobile device performance on state-of-the-art ML workloads, including:
- Image classification
- Object detection
- Image segmentation
- Language understanding
- Super-resolution upscaling
- Text-to-image generation
The app uses on-device hardware acceleration where supported and is optimized for Android via TensorFlow Lite delegate fallback. MLPerf Mobile supports both casual usage for quick performance insights and official benchmarking for MLCommons member submissions.
Key Features:
- First-time availability on the Google Play Store
- Benchmarks based on the latest AI models and workloads
- Tuned performance for modern mobile SoCs with hardware AI acceleration
- Multiple test modes: from fast casual tests to full MLPerf-compliant runs
- Configurable cool-down periods to reduce thermal throttling
- Optional cloud-based result storage with multi-device access (free account required)
MLPerf Mobile is maintained by the MLPerf Mobile Working Group, part of MLCommons®, a non-profit AI engineering organization with over 125 member institutions spanning academia and industry.
Download MLPerf Mobile today.
MLPerf Mobile is available for free on the Google Play Store.
For technical users, source code and documentation remain available on the MLCommons GitHub repository. Issues, contributions, and feedback are welcome.
For additional information on MLCommons and details on becoming a member, please visit MLCommons.org or email [email protected].
About MLCommons®
MLCommons is an open engineering consortium with a mission to make machine learning better for everyone. The organization produces industry-leading benchmarks, datasets, and best practices that span the full range of ML applications—from massive cloud training to resource-constrained edge devices. Its MLPerf benchmark suite has become the de facto standard for evaluating AI performance.
Learn more at www.mlcommons.org.