Miscellaneous Performance Metrics

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

3D Rendering - CINEBENCH R15

We use CINEBENCH R15 for 3D rendering evaluation. The program provides three benchmark modes - OpenGL, single threaded and multi-threaded. Evaluation of different PC configurations in all three modes provided us the following results.

3D Rendering - CINEBENCH R15 - Single Thread

3D Rendering - CINEBENCH R15 - Multiple Threads

3D Rendering - CINEBENCH R15 - OpenGL

In the single-threaded mode, the performance of the Ryzen 5 2400G in the DeskMini A300 is pretty much equivalent to the Core i3-8100 in the DeskMini 310. The Ryzen system pulls ahead by a significant margin in the multi-threaded case, even surpassing other 4C/8T systems such as the Bean Canyon NUC (admittedly featuring a CPU with almost half the TDP of the Ryzen 5 2400G). OpenGL performance is not as good as expected, though it is much better than the DeskMini 310.

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

The x265 benchmarks have the A300 coming in the lower half of the graphs, and it is highly likely to be due to the Intel-optimized x265 encoder executable used in the benchmark. We are attempting to source an x265 executable version optimized for Ryzen. However, we couldn't find one in time for this review.

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 compression rates of the DeskMini 310 and DeskMini A300 are similar, but, the Ryzen system has a significant lead in the decompression rate.

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

The higher memory speed (DDR4-3000) gives the DeskMini A300 a leg up, but, the core cryptographic operations seem to be accelerated better in the Intel-based systems. This is also seen in the 7-Zip AES encryption benchmark below.

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

On the decryption side, the Ryzen system has a significant advantage, which could be related to the buffer sizing and organization of the benchmark data.

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

The Ryzen system performs significantly better than the rest of the systems, particularly in the decryption benchmark.

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 DeskMini A300 takes the least time of all for the first stage, but, the other stages see it in the middle of the graph. Overall, the Ryzen system is ahead of the DeskMini 310 in this benchmark.

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.

Dolphin Emulator Benchmark

Here, the Ryzen system doesn't fare as well as expected, coming in with the same amount of time as the Zotac MI553 with the Core i5-7300HQ. All the other modern systems (including the DeskMini 310) complete the benchmark sooner by a minute or more.

Storage Performance

On the storage side, one option would be repetition of our strenuous SSD review tests on the drive(s) in the PC. Fortunately, to avoid that overkill, PCMark 8 has a storage bench where certain common workloads such as loading games and document processing are replayed on the target drive. Results are presented in two forms, one being a benchmark number and the other, a bandwidth figure. We ran the PCMark 8 storage bench on selected PCs and the results are presented below.

Futuremark PCMark 8 Storage Bench - Score

Futuremark PCMark 8 Storage Bench - Bandwidth

Despite the usage of a budget PCIe 3.0 x2 SSD, we see the storage bench numbers almost approaching systems equipped with PCIe 3.0 x4 SSDs. In any case, as a budget play (the 500GB WD SN500 can be sourced for as low as $65), the numbers above are quite good.

UL Benchmarks - PCMark, 3DMark, and VRMark GPU Performance - Gaming Workloads
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  • Alexvrb - Saturday, April 27, 2019 - link

    I just want to know if it supports cTDP, and if so, does it work well. Some boards do better than others.
  • CharonPDX - Friday, April 26, 2019 - link

    Now that "integrated graphics" are starting to reach actually-usable levels, I'd like to see VR added to these SFF reviews. We keep the Oculus Rift in the living room, but have to bring the "gaming PC" out every time we want to use it. I'd love to get a small "capable enough for basic VR games" PC to just live in the living room to run the Oculus.

    Relatedly, it mentions the DP, HDMI, and VGA ports - but does the front panel USB-C port allow video output via DisplayPort Alternate Mode? If it can play basic VR games acceptably (BeatSaber is the big one,) I'd rather use the front-panel USB-C with one of Accell's USB-C VR adapters.
  • GreenReaper - Friday, April 26, 2019 - link

    It's "usable" up to 1080p on a single screen. Most VR systems use resolutions higher than this, one in each eye, and require twice the frame rates offered here. Don't get me wrong: I want this too, but if top-end Navi-based APUs *doubled* performance they'd still struggle, and they're a year away. Maybe if we had a dual-APU system? (Man, now I'm imagining this for a console.)
  • piasabird - Friday, April 26, 2019 - link

    I have the Intel 310 version of the Desk Mini. I think on your review it is too technical while not stressing the ease at which a 2.5 SSD can be installed. The Data/power connectors on the back of the motherboard make it fairly easy and with not much cable clutter. However, I found the cables were easier to connect if you remove the motherboard first. Since some people may want to use a 2.5 SSD, you should have tested that. I wish a similar design was available in Mini-ITX. However, it seems unavailable on the consumer level for the most modern CPU's like the one used in this review.
  • mikato - Tuesday, April 30, 2019 - link

    I completely agree. I don't think it was mentioned anywhere in the review that you can add a 2.5" drive - and you can actually add 2 x 2.5" drives according to the ASRock specs page. That sets it apart from other mini PCs significantly. Most only support 1 x 2.5" drive, or the thin NUCs don't support any. That gives you some solid storage options. You can actually forgo the media server and have both ends of the HTPC in one compact box (front-end with all streaming options, and the file storage for local media).
  • sor - Friday, April 26, 2019 - link

    I picked up two for my kids, with 2400Gs. Can’t beat the price. I have them mounted to the backs of their monitors which makes for a compact powerful all in one.

    I’ve got Ubuntu 19.04 on them and they run Dota2 like butter. Better than my 2018 MacBook Pro with discrete Radeon 560x.

    My only ask might be two more rear USB ports, but it hasn’t been an issue so far.
  • sor - Friday, April 26, 2019 - link

    Come on guys! The wraith cooler fits and is clearly superior to the boxed one.

    It may not be listed as supported dimensionally, but you just need to take the superficial ring off the fan and you can ease it in with a little care.
  • oliwek - Saturday, April 27, 2019 - link

    Or just add a low profile Noctua cooler, it's dead silent even under full load, and you won't ever see (nowhere near) 80 degrees celsius as with the stock cooler!
    https://noctua.at/en/nh-l9a-am4
  • sor - Friday, April 26, 2019 - link

    I just checked and I’m averaging about 57FPS on my 2400G deskmini A300w in 1080p, all settings max.

    That’s about 50% better performance than the review sees, which is huge. I am running Ubuntu 19.04 out of the box (no munching with drivers).

    I AM using the wraith cooler as mentioned, which is also a difference. Are the windows drivers that bad? Or is it the cooler, or something else?
  • oliwek - Saturday, April 27, 2019 - link

    The stock cooler is adequate for a 35watts athlon 200ge, but I'd avoid those high temps with 65W APUs we see here. I don't understand why not to mod the Wraith cooler as you chose to, as it's delivered with the processor, or else take an aftermarket low profile cooler (the Noctua looks like it was designed around this A300 motherboard).

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