Miscellaneous Performance Metrics

This section looks at some of the other commonly used benchmarks representative of the performance of specific real-world applications.

Web Browser Benchmarks - JetStream and Speedometer

Web browser-based workloads have emerged as a major component of the typical home and business PC usage scenarios. This sub-section deals with the browser-focused benchmarks from the WebKit developers. Hosted at BrowserBench, JetStream 2.0 benchmarks JavaScript and WebAssembly performance, while Speedometer measures web application responsiveness. We also process MotionMark, but the confidence level of the results vary as much as +/-35%. Hence, we present only the Jetstream 2.0 and Speedometer results for the three top browsers below.

Web Browser - Speedometer 2.0

Web Browser - JetStream 2.0

In order to maintain reproducibility, we self-host the BrowserBench benchmarks (git clone of the WebKit repository as on July 1, 2021). The browser versions used for the numbers above are presented in the table included in each system's review. Since this is a new benchmark in the suite, the tables for all systems presented in the graphs above are given below.

Zotac ZBOX MAGNUS ONE (ECM73070C) Browser Bench
  Speedometer 2.0 JetStream 2.0 MotionMark 1.2
Microsoft Edge
(92.0.902.55)
144.2 ± 0.92 171.505 669.43 ± 29.55%
Google Chrome
(92.0.4515.107)
159 ± 2.9 169.176 906.14 ± 2.05%
Mozilla Firefox
(90.0.2.7872)
124 ± 2.5 102.192 317.84 ± 31.01%

BAPCo's SYSmark 25 and UL's PCMark benchmarks both include web browser activities as part of their evaluation scheme. However, the performance for this increasingly important workload tends to get lost in the presentation of a single number. JetStream and Speedometer help us focus on how different PC configurations vary in terms of the user experience with respect to web browsers. The MAGNUS ONE performs slightly better than the Ghost Canyon NUC, but falls well behind the latest Tiger Lake-based Beast Canyon NUC.

3D Rendering - CINEBENCH R23

We use CINEBENCH R23 for 3D rendering evaluation. R23 provides two benchmark modes - single threaded and multi-threaded. Evaluation of different PC configurations in both supported modes provided us the following results.

3D Rendering - CINEBENCH R23 - Single Thread

3D Rendering - CINEBENCH R23 - Multiple Threads

The micro-architectural improvements in Tiger Lake mean that the Beast Canyon NUC is the runaway winner here. The MAGNUS ONE and the Ghost Canyon NUC perform similarly for the single-threaded case, but the extra TDP allows the MAGNUS ONE to outscore it in the multi-threaded scenario.

x265 Benchmark

Next up, we have some video encoding benchmarks using x265 v2.8. The appropriate encoder executable is chosen based on the supported CPU features. In the first case, we encode 600 1080p YUV 4:2:0 frames into a 1080p30 HEVC Main-profile compatible video stream at 1 Mbps and record the average number of frames encoded per second.

Video Encoding - x265 - 1080p

Our second test case is 1200 4K YUV 4:2:0 frames getting encoded into a 4Kp60 HEVC Main10-profile video stream at 35 Mbps. The encoding FPS is recorded.

Video Encoding - x265 - 4K 10-bit

Both the Ghost Canyon NUC and the Beast Canyon NUC outscore the MAGNUS ONE, though the difference is not very significant between the Ghost Canyon NUC and the ZBOX system. The MAGNUS ONE suffers because of the single-channel memory here.

7-Zip

7-Zip is a very effective and efficient compression program, often beating out OpenCL accelerated commercial programs in benchmarks even while using just the CPU power. 7-Zip has a benchmarking program that provides tons of details regarding the underlying CPU's efficiency. In this subsection, we are interested in the compression and decompression rates when utilizing all the available threads for the LZMA algorithm.

7-Zip LZMA Compression Benchmark

7-Zip LZMA Decompression Benchmark

The 65W TDP Core i7-10700 should easily beat the Ghost Canyon NUC here, but the system is held back by the single channel memory configuration.

Cryptography Benchmarks

Cryptography has become an indispensable part of our interaction with computing systems. Almost all modern systems have some sort of hardware-acceleration for making cryptographic operations faster and more power efficient. In this sub-section, we look at two different real-world applications that may make use of this acceleration.

BitLocker is a Windows features that encrypts entire disk volumes. While drives that offer encryption capabilities are dealt with using that feature, most legacy systems and external drives have to use the host system implementation. Windows has no direct benchmark for BitLocker. However, we cooked up a BitLocker operation sequence to determine the adeptness of the system at handling BitLocker operations. We start off with a 2.5GB RAM drive in which a 2GB VHD (virtual hard disk) is created. This VHD is then mounted, and BitLocker is enabled on the volume. Once the BitLocker encryption process gets done, BitLocker is disabled. This triggers a decryption process. The times taken to complete the encryption and decryption are recorded. This process is repeated 25 times, and the average of the last 20 iterations is graphed below.

BitLocker Encryption Benchmark

BitLocker Decryption Benchmark

Despite being handicapped by the single-channel memory, the MAGNUS ONE performs well enough to come just behind the Tiger Lake-based Beast Canyon in this cryptography benchmark.

Creation of secure archives is best done through the use of AES-256 as the encryption method while password protecting ZIP files. We re-use the benchmark mode of 7-Zip to determine the AES256-CBC encryption and decryption rates using pure software as well as AES-NI. Note that the 7-Zip benchmark uses a 48KB buffer for this purpose.

7-Zip AES256-CBC Encryption Benchmark

7-Zip AES256-CBC Decryption Benchmark

Yet another cryptography application is secure network communication. OpenSSL can take advantage of the acceleration provided by the host system to make operations faster. It also has a benchmark mode that can use varying buffer sizes. We recorded the processing rate for a 8KB buffer using the hardware-accelerated AES256-CBC-HAC-SHA1 feature.

OpenSSL Encryption Benchmark

OpenSSL Decryption Benchmark

Despite the single-channel memory handicap, the MAGNUS ONE performs very similar to the Ghost Canyon NUC in the above benchmarks. The Beast Canyon NUC with Tiger Lake is in a league of its own, as expected.

Agisoft Photoscan

Agisoft PhotoScan is a commercial program that converts 2D images into 3D point maps, meshes and textures. The program designers sent us a command line version in order to evaluate the efficiency of various systems that go under our review scanner. The command line version has two benchmark modes, one using the CPU and the other using both the CPU and GPU (via OpenCL). We present the results from our evaluation using the CPU mode only. The benchmark (v1.3) takes 84 photographs and does four stages of computation:

  • Stage 1: Align Photographs (capable of OpenCL acceleration)
  • Stage 2: Build Point Cloud (capable of OpenCL acceleration)
  • Stage 3: Build Mesh
  • Stage 4: Build Textures

We record the time taken for each stage. Since various elements of the software are single threaded, and others multithreaded, it is interesting to record the effects of CPU generations, speeds, number of cores, and DRAM parameters using this software.

Agisoft PhotoScan Benchmark - Stage 1

Agisoft PhotoScan Benchmark - Stage 2

Agisoft PhotoScan Benchmark - Stage 3

Agisoft PhotoScan Benchmark - Stage 4

The single-channel memory configuration significantly hurts the MAGNUS ONE in the Photoscan benchmark, with the system coming in the middle of the pack overall - performing even worse than Kaby Lake-based systems in some segments.

Dolphin Emulator

Wrapping up our application benchmark numbers is the new Dolphin Emulator (v5) benchmark mode results. This is again a test of the CPU capabilities, and the memory bandwidth doesn't play much of a role.

Dolphin Emulator Benchmark

The MAGNUS ONE performs well enough to surpass the Ghost Canyon NUC despite the single-channel penalty.

UL Benchmarks - PCMark and 3DMark GPU Performance - Gaming Workloads
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  • Samus - Sunday, August 15, 2021 - link

    I'm surprised nobody has pointed out the obvious here: this thing looks better than a PS5\XBOXX while actually being smaller and more powerful. Sure it costs more but it isn't like you can actually but a PS5 or XBOXX for MSRP anyway...
  • lemurbutton - Sunday, August 15, 2021 - link

    Most people do get the PS5/XSX at MSRP. This thing is 4.8x more expensive.
  • Threska - Sunday, August 15, 2021 - link

    More closely resembles a fat Motorola Cable Modem.
  • Spunjji - Monday, August 16, 2021 - link

    "looks better than"
    Hmmm, I'd argue it's about the same at best? YMMV

    "more powerful"
    Certainly, but -

    "it costs more"
    As lemurbutton pointed out, it costs 4.8x more - and it's not 4.8x more powerful.

    To me the comparison looks pretty favourable to the console, unless you have a specific need for a PC.
  • Oxford Guy - Sunday, August 15, 2021 - link

    ‘Overall, the system has an effective thermal solution, but that comes at the cost of fan noise. For a gaming mini-PC with a 220W TDP GPU, that is to be expected.’

    I see buttons for Temperatures and Power but no data about decibels (noise pollution), such as decibels-per-watt, peak noise, etc.

    Since fan noise is to be expected, one would expect to be able to know how much there is of it, in order to decide if it’s worth having in order to obtain the often dubious benefit of a somewhat smaller case.

    Also, does the slow RAM (in terms of the latency being 22) operate in single channel mode?
  • twotwotwo - Sunday, August 15, 2021 - link

    With apologies for some shameless brand cheerleading, I'd love to see a similar "essentially prebuilt" SFF Ryzen option with dGPU; even a weak or past-gen dGPU could fit the non-APU chips into a smaller form factor. Retail-available APUs no longer lag the CPUs as much as they did between the Matisse launch and the 5x00G release, so maybe the difference is less dramatic now, but it's still a seemingly unfilled niche.
  • easp - Monday, August 16, 2021 - link

    I keep thinking this is a Motorola cable modem, circa 2014, when I see the hero picture for the article.
  • aj654987 - Thursday, August 19, 2021 - link

    I normally dont care much about looks of cases but for $2400 it should look cooler than this. This looks like those giant router/modem combo boxes the ISPs use, its ugly.
  • noident - Tuesday, August 31, 2021 - link

    Got this one as a barebone (1420 EUR Magnus One, + 70 EUR for 16 Gigs and 130 EUR for 1TB Samsung M2) This PC really performs as expected. The best thing is I just can put it on the desk so the child will not fiddle with any funny lights (very decent design with that glowing ring).

    The downside is the noise though. Since I'm playing with headphones it doesn't really bother me but taking off the headphones during gaming is like realizing you just disembarked from an airplane. Zotac should do something about the CPU and PSU fan.

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