MLPerf Client vs SiSoftware Sandra
MLPerf Client
mlcommons.orgSiSoftware Sandra
sisoftware.co.ukSide by side
| Figure | MLPerf Client | SiSoftware Sandra |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | Yes |
| Open source | — | — |
| Windows | Yes | Yes |
| macOS | Yes | — |
| Linux | Yes | — |
| iOS | Yes | — |
| Android | — | Yes |
| Plans published | 0 | 5 |
| Spec score · PC benchmark tools | 7.7 (#39) | 8.6 (#8) |
| Spec score · PC Benchmark Software | 7.6 (#47) | 8.1 (#27) |
| Free plan | Yes | Yes |
| Operating systems | Windows 11; macOS Tahoe 26; iPadOS 26; Ubuntu Linux 24.04 | Windows; Android |
| Purpose | MLPerf Client benchmarks LLM, generative image, and agentic AI performance on personal computers, including laptops, desktops, and workstations. | Sandra is described as a remote analysis, benchmarking, and diagnostic utility for PCs, servers, mobile devices, and networks. |
| Workload areas | LLM inference; image generation; agentic AI | CPU,memory,cache,graphics/GPGPU,storage,network/Internet,cryptography,software virtual machines |
Plans
SiSoftware Sandra
- Sandra LiteFree
- Personal Edition$74.99, paid once
- Business Edition$199.99, paid once
- Tech Support Edition$299.99, paid once
- Enterprise Edition$2,295, paid once
In their own words
MLPerf Client
MLPerf Client has no write-up on Specifiction yet; its figures are above.
SiSoftware Sandra
SiSoftware Sandra is a remote analysis, benchmarking, and diagnostic utility for PCs, servers, mobile devices, and networks. It runs on Windows and Android and covers CPU, memory, cache, graphics and GPGPU, storage, networking and internet, cryptography, and software virtual machines. Information modules include TPM cryptoprocessors, biometric devices, virtual machines, storage spaces, and SQL Server databases. Benchmarks cover TPM cryptography, DNS, internet connections, and Java and .NET virtual machines. For GPU and APU workloads, the release lists OpenCL, CUDA, DirectX Compute Shader, OpenGL Compute, and Vulkan support. Sandra also has a comparison database. Sandra Lite is free for personal and educational use; other uses are treated as evaluation software. Listed paid editions are Personal Edition at 74.99 USD once, Business Edition at 199.99 USD once, Tech Support Edition at 299.99 USD once, and Enterprise Edition at 2295.00 USD once. The maker is headquartered in London, United Kingdom, and was founded in 1995.