MLX Benchmarks
Measure device LLM performance
Free · Designed for iPad. Not verified for macOS.
Benchmark MLX models on your own device and compare speed across configurations.
MLX Benchmark helps you understand how large language models perform on your hardware. Select a model and quantization, set context length and iterations, and run repeatable benchmarks that capture load time, tokenization time, time to first token, throughput, memory usage, and jitter. View detailed metrics grids, visualize comparisons in charts, and manage downloaded model repos directly in the app. Built for developers and AI enthusiasts who want clear, on-device performance insights without leaving their device.
Features:
- Model selection with quantization details
- Configurable prompt, context length, and iterations
- Metrics for load, tokenization, first-token latency, throughput, jitter, and memory
- Charts to compare runs and devices
- Downloaded model management (list, delete, refresh)
- Optional Supabase upload for aggregating benchmark results
Ratings & Reviews
- This app hasn’t received enough ratings or reviews to display an overview.
Minor fixes and improvements.
The developer, Costantino Pistagna, 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.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- Costantino Pistagna
- Size
- 18.6 MB
- Category
- Utilities
- Compatibility
Requires iOS 18.6 or later.
- iPhone
Requires iOS 18.6 or later. - iPad
Requires iPadOS 18.6 or later. - Mac
Requires macOS 15.6 or later and a Mac with Apple M1 chip or later.
- iPhone
- Languages
- English and Italian
- Age Rating
4+
- 4+
- Copyright
- © 2025 - Sofapps di Costantino Pistagna