Workstation Performance - SPECworkstation 3.1

SFF PCs traditionally do not lend themselves to workstation duties. However, a recent trend towards miniaturized workstations has been observed. While the 4X4 BOX-7840U is primarily marketed towards office workloads and home users, its capabilities encouraged us to benchmark the system for both content creation workloads as well as professional applications. Towards this, we processed the SPEC benchmark geared towards workstations without discrete GPUs - SPECworkstation 3.10.

SPECworkstation 3.1

The SPECworkstation 3.1 benchmark measures workstation performance based on a number of professional applications. It includes more than 140 tests based on 30 different workloads that exercise the CPU, graphics, I/O and memory hierarchy. These workloads fall into different categories.

  • Media and Entertainment (3D animation, rendering)
  • Product Development (CAD/CAM/CAE)
  • Life Sciences (medical, molecular)
  • Financial Services
  • Energy (oil and gas)
  • General Operations
  • GPU Compute

Individual scores are generated for each test and a composite score for each category is calculated based on a reference machine (HP Z240 tower workstation using an Intel E3-1240 v5 CPU, an AMD Radeon Pro WX3100 GPU, 16GB of DDR4-2133, and a SanDisk 512GB SSD). Official benchmark results generated automatically by the benchmark itself are linked in the table below for the systems being compared.

SPECworkstation 3.1 Official Results (2K)
ASRock 4X4 BOX-7840U (Performance) Run Summary
ASRock 4X4 BOX-7840U (Normal) Run Summary
ASRock 4X4 BOX-5800U (Performance) Run Summary
Beelink GTR7 Run Summary
ASRock NUC BOX-1360P-D5 (Performance) Run Summary
ASRock 4X4 BOX-7735U (Performance) Run Summary
Intel NUC13ANKi7 (Arena Canyon) Run Summary
ASRock NUCS BOX-1360P-D4 Run Summary
ASRock 4X4 BOX-4800U Run Summary
GEEKOM A5 Run Summary
Intel NUC12WSKi7 (Wall Street Canyon) Run Summary
ASRock NUC BOX-1260P Run Summary
GEEKOM AS 6 (ASUS PN53) Run Summary
GEEKOM Mini IT13 Run Summary

Details of the tests in each category, as well as an overall comparison of the systems on a per-category basis are presented below.

Media and Entertainment

The Media and Entertainment category comprises of workloads from five distinct applications:

  • The Blender workload measures system performance for content creation using the open-source Blender application. Tests include rendering of scenes of varying complexity using the OpenGL and ray-tracing renderers.
  • The Handbrake workload uses the open-source Handbrake application to transcode a 4K H.264 file into a H.265 file at 4K and 2K resolutions using the CPU capabilities alone.
  • The LuxRender workload benchmarks the LuxCore physically based renderer using LuxMark.
  • The Maya workload uses the SPECviewperf 13 maya-05 viewset to replay traces generated using the Autodesk Maya 2017 application for 3D animation.
  • The 3ds Max workload uses the SPECviewperf 13 3dsmax-06 viewset to replay traces generated by Autodesk's 3ds Max 2016 using the default Nitrous DX11 driver. The workload represents system usage for 3D modeling tasks.

SPECworkstation 3.1 - Media and Entertainment

Product Development

The Product Development category comprises of eight distinct workloads:

  • The Rodinia (CFD) workload benchmarks a computational fluid dynamics (CFD) algorithm.
  • The WPCcfd workload benchmarks another CFD algorithm involving combustion and turbulence modeling.
  • The CalculiX workload uses the Calculix finite-element analysis program to model a jet engine turbine's internal temperature.
  • The Catia workload uses the catia-05 viewset from SPECviewperf 13 to replay traces generated by Dassault Systemes' CATIA V6 R2012 3D CAD application.
  • The Creo workload uses the creo-02 viewset from SPECviewperf 13 to replay traces generated by PTC's Creo, a 3D CAD application.
  • The NX workload uses the snx-03 viewset from SPECviewperf 13 to replay traces generated by the Siemens PLM NX 8.0 CAD/CAM/CAE application.
  • The Solidworks workload uses the sw-04 viewset from SPECviewperf 13 to replay traces generated by Dassault Systemes' SolidWorks 2013 SP1 CAD/CAE application.
  • The Showcase workload uses the showcase-02 viewset from SPECviewperf 13 to replay traces from Autodesk's Showcase 2013 3D visualization and presentation application

SPECworkstation 3.1 - Product Development

Life Sciences

The Life Sciences category comprises of four distinct test sets:

  • The LAMMPS set comprises of five tests simulating different molecular properties using the LAMMPS molecular dynamics simulator.
  • The NAMD set comprises of three tests simulating different molecular interactions.
  • The Rodinia (Life Sciences) set comprises of four tests - the Heartwall medical imaging algorithm, the Lavamd algorithm for calculation of particle potential and relocation in a 3D space due to mutual forces, the Hotspot algorithm to estimate processor temperature with thermal simulations, and the SRAD anisotropic diffusion algorithm for denoising.
  • The Medical workload uses the medical-02 viewset from SPECviewperf 13 to determine system performance for the Tuvok rendering core in the ImageVis3D volume visualization program.

SPECworkstation 3.1 - Life Sciences

Financial Services

The Financial Services workload set benchmarks the system for three popular algorithms used in the financial services industry - the Monte Carlo probability simulation for risk assessment and forecast modeling, the Black-Scholes pricing model, and the Binomial Options pricing model.

SPECworkstation 3 - Financial Services

Energy

The Energy category comprises of workloads simulating various algorithms used in the oil and gas industry:

  • The FFTW workload computes discrete Fourier transforms of large matrices.
  • The Convolution workload computes the convolution of a random 100x100 filter on a 400 megapixel image.
  • The SRMP workload processes the Surface-Related Multiples Prediction algorithm used in seismic data processing.
  • The Kirchhoff Migration workload processes an algorithm to calculate the back propogation of a seismic wavefield.
  • The Poisson workload takes advantage of the OpenMP multi-processing framework to solve the Poisson's equation.
  • The Energy workload uses the energy-02 viewset from SPECviewperf 13 to determine system performance for the open-source OPendTec seismic visualization application.

SPECworkstation 3 - Energy

General Operations

In the General Options category, the focus is on workloads from widely used applications in the workstation market:

  • The 7zip workload represents compression and decompression operations using the open-source 7zip file archiver program.
  • The Python workload benchmarks math operations using the numpy and scipy libraries along with other Python features.
  • The Octave workload performs math operations using the Octave programming language used in scientific computing.
  • The Storage workload evaluates the performance of the underlying storage device using transaction traces from multiple workstation applications.

SPECworkstation 3 - General Operations

GPU Compute

In the GPU Compute category, the focus is on workloads taking advantage of the GPU compute capabilities using either OpenCL or CUDA, as applicable:

  • The LuxRender benchmark is the same as the one seen in the media and entertainment category.
  • The Caffe benchmark measures the performance of the Caffe deep-learning framework.
  • The Folding@Home benchmark measures the performance of the system for distributed computing workloads focused on tasks such as protein folding and drug design.

We only process the OpenCL variants of the benchmark, as the CUDA version doesn't process correctly with default driver installs.

SPECworkstation 3 - GPU Compute

Most of the workloads in the SPECworkstation 3.1 suite benefit immensely from multiple fast cores. The AMD Phoenix systems have an advantage in that aspect, and it shows across all of the workloads. Interestingly, the 65W GTR7 doesn't always come out on top, and we suspect this is due to the availability of a more mature BIOS in the 4X4 BOX-7840U.

GPU Performance: Synthetic Benchmarks System Performance: Multi-Tasking
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  • ingwe - Thursday, December 28, 2023 - link

    Can the system be powered via one of the USB4 ports? I didn't see that noted but would much prefer that option. Particularly with the size of the power brick.
  • meacupla - Thursday, December 28, 2023 - link

    I doubt it. They have "USB/DP" labelled, but the lack of "/PD" is a sign that it most likely does not.
  • TheinsanegamerN - Tuesday, January 2, 2024 - link

    No, its wired to use the power brick for power input.
  • kenyee - Thursday, December 28, 2023 - link

    They should have made both Ethernet ports 2.5GB.
    Nice design otherwise....
  • meacupla - Thursday, December 28, 2023 - link

    I'm kind of curious to know why they include a 120W power adapter when it only consumes 74W at full load.
    Do the 5x USB ports support 10W output each or something?
  • PeachNCream - Friday, December 29, 2023 - link

    In this case 120W as a worst-case scenario with a bit of wiggle room seems reasonable especially when compared to nerds that routinely vastly overestimate their power supply needs and stuff a irrationally overspec PSU into the dinosaur-obsolete desktop form factor gaming/streaming/"esports" case.
  • TheinsanegamerN - Tuesday, January 2, 2024 - link

    USB 3 supports .9 amp per port, so 2.7 total, plus 1 for the 2 on the back. 3.7x5 is 18.5. 92.5 overall.

    Most off the shelf supplies are either 90, 120, or 135. So a 120 it is then. This also gives you headroom for capacitor aging and heat related power draw.
  • mode_13h - Thursday, December 28, 2023 - link

    I don't see how they can pitch it as an industrial PC without ECC support (which I assume it lacks, since it wasn't mentioned).

    As a generic mini-PC, it does look like a good option, both in terms of multithreaded performance and efficiency. Too bad they didn't manage to close the gap with Intel's Raptor Lake-P NUCs, on idle power.
  • PeachNCream - Friday, December 29, 2023 - link

    They're probably just using that in marketing materials so that retail/home buyers feel like they're getting something more reliable because its supposedly designed for industry usage. It's similar to how companies proclaim something is "off-road" to sell something to someone that might drive through their neighbor's yard or hit a curb at the grocery store. Also, if everyone does it, you can't be the vendor left out or people will ask, "Why does such-and-such not have a Sport Utility Vehicle Super Sport model? The word sport should be in the name or its not as good!"
  • charlesg - Friday, December 29, 2023 - link

    I agree with Peaches.

    It's basically marketing, which is mostly, um, using appealing terms, true or not.

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