MLPerf Client vs SPECapc for Maya 2024
MLPerf Client
mlcommons.orgSPECapc for Maya 2024
gwpg.spec.orgSide by side
| Figure | MLPerf Client | SPECapc for Maya 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) | 8.6 (#7) |
| Spec score · PC Benchmark Software | 7.6 (#47) | 8.0 (#30) |
| Custom test profiles | Yes | Yes |
| Free plan | Yes | Yes |
| Operating systems | Windows 11; macOS Tahoe 26; iPadOS 26; Ubuntu Linux 24.04 | Windows 10 or 11 64-bit |
| Purpose | MLPerf Client benchmarks LLM, generative image, and agentic AI performance on personal computers, including laptops, desktops, and workstations. | The benchmark evaluates system performance when running Autodesk Maya 2024 3D animation and visual effects software. |
| 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 not hardware problems, non-SPEC software issues or hardware- or software-specific tuning. |
| Workload areas | LLM inference; image generation; agentic AI | graphics rendering,viewport modes,animation playback,3D model rotation,CPU ray tracing,evaluation caching |
Plans
SPECapc for Maya 2024
- Non-commercial licensePrice not published
- Commercial license$2,500 a month
- Free licenseFree
- 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 Maya 2024
SPECapc for Maya 2024 has no write-up on Specifiction yet; its figures are above.