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

The results track what was observed in the media and entertainment category workloads in SPECworkstation 3.

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 Ghost Canyon NUC surprisingly performs better than systems equipped with CPUs sporting much higher TDPs.

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

Given the brief nature of the benchmark workload and the large number of available threads, it is no surprise that the Ghost Canyon NUC performs significantly better than the rest of the systems in this workload.

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 BitLocker benchmark results are a bit surprising, particularly given the clear performance benefits of the Core i9-9980HK for cryptography applications in the other applications 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

As expected, the 8C/16T configuration allows for fast encryption and decryption irrespective of the use of pure software or AES-NI instructions.

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

These results are not surprising given the core count and operating frequency profile of the CPU in the Ghost Canyon NUC.

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 Ghost Canyon NUC is better than any of the other considered systems across all Photoscan stages.

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

In fact, the 249s taken by the Ghost Canyon NUC is the fastest amongst all SFF PCs we have evaluated with this benchmark.

SPECworkstation 3 Benchmark GPU Performance - Gaming Workloads
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  • Silma - Friday, April 17, 2020 - link

    Just saw your gaming benchmarks are in 720p. Why?
    If this computer can't have decent gaming at 1080p, what's the point of spending $1,300 ?
  • ganeshts - Friday, April 17, 2020 - link

    Some are at 720p to provide context when compared with older SFF PCs we have evaluated before. Every benchmark has a 4K entry too. Please click the appropriate selection button to view the 4K comparison graph.
  • nandnandnand - Friday, April 17, 2020 - link

    Turn your script blocker off if you don't see any buttons for 1080p, 2160p, etc.
  • ballsystemlord - Friday, April 17, 2020 - link

    @Ganesh This review is far more complete then the recent AMD laptop one. Why?
    I was really hoping for more details but then thought you might have reduced the amount of benchmarks only to see you're fine review on this NUC.
  • ganeshts - Friday, April 17, 2020 - link

    Different reviewers having different amounts of time to spend on a particular review. Ian covers a lot lot more things than I do (I publish one or two pieces a month, Ian publishes two or three a week)
  • ballsystemlord - Friday, April 17, 2020 - link

    I'm sorry to hear that Ian's so busy. Thanks for your fast reply!
  • ballsystemlord - Friday, April 17, 2020 - link

    I noticed one spelling error (I didn't read the whole thing throughly):

    "Though make no mistake: while biggest than the smallest NUCs, this is still well within the realm of SFF PCs."
    Incorrect suffix:
    "Though make no mistake: while bigger than the smallest NUCs, this is still well within the realm of SFF PCs."
  • Namisecond - Friday, April 17, 2020 - link

    Ganesh brings up an interesting comparison to the Zotac discrete GPU boxes. Those are very hit or miss, because of their very niche, boutique pricing and Intel wants to charge almost double what Zotac is charging. They're both in the same, roughly 5 Liter, range with a very similar features list, including a standard PCIe graphics card on a PCIe x16 slot. But how does that compare to a DIY enthusiast build?

    Well I've got news for Intel. I just built a 5.25 Liter SFF PC using off-the-shelf, industry standard desktop components for around $700USD (the BoM might be $800 now). The ease of upgrading and appearance is arguably better too. No cheap plastic trim. If something breaks, I can hit up a plethora of 3rd party vendors for spare parts. Why did I build this specific machine? Because of the hype around the NUC 9 announcement 3-4 months back. I wanted to see where the state of DIY SFF was. Back in the days when I first got started building SFFs, case choices were very slim and they were pretty big. It all came down to the enclosures. Now with cases like the Velka 3, the Geeek A30 and the no-name Shenzen K39, companies like Zotac and Intel have to step up their game, especially for the prices they're charging. For Zotac, I think they'll continue on doing as they have. The price premium they charge can be justified, to an enthusiast, as time saved in sourcing and building. Intel's NUC 9 on the other hand....probably won't do very well. The price premium they charge is very hard to justify, considering vendor and platform lock-in...unless you place a high value on bragging rights.
  • Deicidium369 - Sunday, April 19, 2020 - link

    I have had NUCs since the first model and have over 60 deployed as we speak. The original was used non stop for 3 years as a MQTT server - and had never had issues - I have had absolutely zero failures or issues - did get a bum stick of RAM that took a bit to diag.

    I agree that this and the Comet Lake NUC will not do great - I think Comet Lake in general is not going to do well - even if you need a machine TODAY, and want an upgrade path to Rocket Lake fine - socket compatible - but won't have PCIe4 that the "Z590" will have so....

    Am looking forward to the NUC10 with Tiger Lake.
  • kwinz - Friday, April 17, 2020 - link

    If you are wondering about similar size AMD Zen2 8 core products check out the HP EliteDesk 705 G5 Small Form Factor computer. It's absolutely amazing for the size and comes with up to 4 year on site warranty for business customers.

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