MLPerf Client vs SPECapc for Siemens NX 2024
MLPerf Client
mlcommons.orgSPECapc for Siemens NX 2024
gwpg.spec.orgSide by side
| Figure | MLPerf Client | SPECapc for Siemens NX 2024 |
|---|---|---|
| Price from | — | Free |
| Free plan | — | Yes |
| Free trial | — | — |
| Open source | — | — |
| Windows | Yes | Yes |
| macOS | Yes | — |
| Linux | Yes | — |
| iOS | Yes | — |
| Plans published | 0 | 4 |
| Spec score · PC benchmark tools | 7.7 (#39) | 8.8 (#2) |
| Spec score · PC Benchmark Software | 7.6 (#47) | 8.2 (#22) |
| Custom test profiles | Yes | Yes |
| Free plan | Yes | Yes |
| Maker | MLCommons describes itself as an open AI engineering consortium that develops benchmarks through collaboration between industry and academia. | The benchmark is provided by SPEC, a nonprofit corporation that develops standardized benchmarks and tools for evaluating computer performance and energy efficiency. |
| Operating systems | Windows 11; macOS Tahoe 26; iPadOS 26; Ubuntu Linux 24.04 | Microsoft Windows 10; Microsoft Windows 11 |
| Purpose | MLPerf Client benchmarks LLM, generative image, and agentic AI performance on personal computers, including laptops, desktops, and workstations. | The benchmark measures Siemens NX CAD and CAM software performance. |
| Support | Users can submit questions, feature requests, or problems through the support form for working-group review and response as needed. | SPEC provides technical help for benchmark-related issues, but does not assist with hardware problems, non-SPEC software issues or hardware- or software-specific tuning. |
| Workload areas | LLM inference; image generation; agentic AI | Viewport graphics; model loading; model export; mass-property calculations; closest-point calculations |
Plans
SPECapc for Siemens NX 2024
- User communityPrice not published
- Computer-related product seller license$2,500 a month
- SPECapc for SNX 2024 — non-vendor licenseFree
- SPECapc for SNX 2024 — vendor license$2,500, paid once
In their own words
MLPerf Client
MLPerf Client has no write-up on Specifiction yet; its figures are above.
SPECapc for Siemens NX 2024
SPECapc for Siemens NX 2024 has no write-up on Specifiction yet; its figures are above.