System Performance: Miscellaneous Workloads

Standardized benchmarks such as UL's PCMark 10 and BAPCo's SYSmark take a holistic view of the system and process a wide range of workloads to arrive at a single score. Some systems are required to excel at specific tasks - so it is often helpful to see how a computer performs in specific scenarios such as rendering, transcoding, JavaScript execution (web browsing), etc. This section presents focused benchmark numbers for specific application scenarios.

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 GEEKOM A5 performs similar to the other Cezanne system in the list, and there are no other surprises. The combination of a 35W cTDP and the processor generation mean that the system slots right in the middle in both operating modes.

Transcoding: Handbrake 1.5.1

Handbrake is one of the most user-friendly open source transcoding front-ends in the market. It allows users to opt for either software-based higher quality processing or hardware-based fast processing in their transcoding jobs. Our new test suite uses the 'Tears of Steel' 4K AVC video as input and transcodes it with a quality setting of 19 to create a 720p AVC stream and a 1080p HEVC stream.

Transcoding - x264

Transcoding - x265_10bit

Software transcoding performance depends on the number of available threads and the available power budget, even when the comparison is across different processor generations. Similar to the 3D rendering workload, the A5 makes its mark in the middle of the pack.

Transcoding - VCE H.264

Transcoding - VCE H.265

Hardware transcoding performance using VCE depends on the iGPU clock rates, which in turn depends on the available power budget for long-term tasks. The A5 has a slight edge in the power budget over the other Cezanne system, and that shows up as a significant delta in the FPS numbers for VCE processing. Other than that, it is easy to note that the numbers improve with newer iGPU generations.

Archiving: 7-Zip 21.7

The 7-Zip benchmark is carried over from our previous test suite with an update to the latest version of the open source compression / decompression software.

7-Zip Compression Rate

7-Zip Decompression Rate

The Cezanne SoC packs 8 high-performance Zen 3 cores, and has an edge over Intel-based processors for multi-threaded workloads like compression and decompression. That is reflected in the scores above, with the A5 being bettered only by systems sporting SoCs with Zen 3+ cores.

Web Browsing: JetStream, Speedometer, and Principled Technologies WebXPRT4

Web browser-based workloads have emerged as a major component of the typical home and business PC usage scenarios. For headless systems, many applications based on JavaScript are becoming relevant too. In order to evaluate systems for their JavaScript execution efficiency, we are carrying over the browser-focused benchmarks from the WebKit developers used in our notebook reviews. Hosted at BrowserBench, JetStream 2.0 benchmarks JavaScript and WebAssembly performance, while Speedometer measures web application responsiveness.

BrowserBench - Jetstream 2.0

BrowserBench - Speedometer 2.0

From a real-life workload perspective, we also process WebXPRT4 from Principled Technologies. WebXPRT4 benchmarks the performance of some popular JavaScript libraries that are widely used in websites.

Principled Technologies WebXPRT4

All the web browsing benchmarks see the A5 land in the middle of the pack around the same spot as the other Cezanne system in the list. These tests bring out the single-threaded performance capability, and the Intel-based systems have a slight edge in each generation. Short bursts of high clock speeds help a bit, particular for the real-world simulating WebXPRT4 benchmark.

Application Startup: GIMP 2.10.30

A new addition to our systems test suite is AppTimer - a benchmark that loads up a program and determines how long it takes for it to accept user inputs. We use GIMP 2.10.30 with a 50MB multi-layered xcf file as input. What we test here is the first run as well as the cached run - normally on the first time a user loads the GIMP package from a fresh install, the system has to configure a few dozen files that remain optimized on subsequent opening. For our test we delete those configured optimized files in order to force a ???fresh load??? every second time the software is run.

AppTimer: GIMP 2.10.30 Startup

As it turns out, GIMP does optimizations for every CPU thread in the system, which requires that higher thread-count processors take a lot longer to run. So the test runs quick on systems with fewer threads, however fast cores are also needed. The performance is essentially equivalent to the ASRock Industrial's Cezanne system we evaluated back in 2021.

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 the case of IoT servers, many applications - including web server functionality and VPN - need cryptography 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 4.5GB RAM drive in which a 4GB 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

Hardware acceleration is available for the operations in all of the systems. The time taken for processing is directly dependent on the number of cores and available power budget. It must be noted that the AMD-based systems enjoying a distinct advantage over the Intel ones in this department, and it is no surprise to see the A5 in the top 3, bettered only by systems with Zen 3+ cores.

Workstation Performance - SPECworkstation 3.1 GPU Performance: Synthetic Benchmarks
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  • Reflex - Monday, December 11, 2023 - link

    This is just a bizarre comment. These systems have a near top end CPU from the previous generation and can have up to 64GB of RAM. The vast majority of PC's sold are around 16GB of RAM and nobody complains about that (and this mini PC has twice that). Yes, web browsers can eat up a lot of memory, but regardless regular people and even many power users who aren't gamers are well served by these.

    As much as I love my overbuilt ITX system the fact is that I could get by on one of these things fine for everything but gaming, and I usually have 3 browsers open with dozens of tabs in each (guess what? Browsers hibernate tabs not in use), I do photo editing via Capture One and run a ton of messaging apps, some work applications and a desktop AI solution and my Ryzen 5700G handles it without breaking a sweat. I have 64GB of memory, which these mini PC's can handle as well, and my memory usage is rarely more than 35-50%.

    I don't know what you believe a regular user does that requires so much more than what they offer but you may need a reality check.
  • ballsystemlord - Tuesday, December 12, 2023 - link

    As I said to another reply, I mistakenly thought the mini-PC was equipped with 16GB of RAM.
  • t.s - Friday, December 15, 2023 - link

    still, 16GB of RAM is enough for running 20 tabs or more. Well, except, like they said, you watch dual 8k vr. BTW, I'm now with 32 firefox tab, 11GB RAM usage.
  • StevoLincolnite - Wednesday, December 13, 2023 - link

    Depends on the browser and what is going on.
    Some browsers are known to aggressively cache data into RAM.

    However 8GB of Ram+Windows+Firefox I can happily run a dozen or more tabs with a decent SSD with music streaming in the background.
  • garblah - Friday, December 8, 2023 - link

    No AV1 decoding in hardware. Small chance it could be an issue in a few of years, though the rise of AV1 to prominence has been slow.

    Not sure this configuration could brute force 4K AV1 playback without dropping frames. At any rate, I don't think the highest quality streaming content will be found as AV1 for another 4 years at minimum.
  • garblah - Friday, December 8, 2023 - link

    *I see 8K 60p AV1 was tested for CPU usage. Why 8K 60p only... hmm.
  • Samus - Saturday, December 9, 2023 - link

    Is this OS license actually legit?
  • meacupla - Sunday, December 10, 2023 - link

    Win11 pro keys cost $36 for the end user. They probably cost like $10 for geekom, who get volume discounts
  • Samus - Wednesday, December 13, 2023 - link

    Sure, except this is equipped with Windows Enterprise...that's normally reserved for corporate and site-licensing, not end-user\resale applications.

    Very strange.
  • gz-0 - Saturday, December 9, 2023 - link

    The comparison with different setups shows this to be the best for value. I was surprised that Intel setups seemed so inferior to the AMD setups.
    Looked closely at the lower cost, lower performances of the other AMD units. This seems to be the best. My previous experiences were with a Celeron 8GB memory unit. The lack of hardware ports was treated with external plugin ports.

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