MLPerf Client vs SPECapc for Creo 9
MLPerf Client
mlcommons.orgSPECapc for Creo 9
gwpg.spec.orgSide by side
| Figure | MLPerf Client | SPECapc for Creo 9 |
|---|---|---|
| Price from | — | $2,500/mo |
| 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) | 8.5 (#12) |
| Spec score · PC Benchmark Software | 7.6 (#47) | 8.0 (#29) |
| Free plan | Yes | Yes |
| Maker | MLCommons describes itself as an open AI engineering consortium that develops benchmarks through collaboration between industry and academia. | SPEC is a nonprofit corporation that develops standardized, vendor-agnostic benchmarks and tools; its About page does not state headquarters or founding year. |
| Operating systems | Windows 11; macOS Tahoe 26; iPadOS 26; Ubuntu Linux 24.04 | Windows 10 and Windows 11 64-bit |
| Purpose | MLPerf Client benchmarks LLM, generative image, and agentic AI performance on personal computers, including laptops, desktops, and workstations. | SPECapc for Creo 9 evaluates system performance when running PTC Creo 9. |
| Result export formats | CSV | HTML,ZIP |
| Support | Users can submit questions, feature requests, or problems through the support form for working-group review and response as needed. | SPEC offers technical assistance for benchmark-related issues but says it cannot assist with hardware installation or problems, non-SPEC software issues, or hardware- and software-specific tuning. |
| Workload areas | LLM inference; image generation; agentic AI | CPU performance,GPU and graphics performance,CPU rendering,IGES conversion,I/O performance |
Plans
SPECapc for Creo 9
- Free downloadFree
- Commercial license$2,500 a month
- FreeFree
- Commercial 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 Creo 9
SPECapc for Creo 9 has no write-up on Specifiction yet; its figures are above.