System Performance

Our updated test suite for Windows 11-based SFF systems carries over some of the standard benchmarks we have been using over the last several years, including UL's PCMark and BAPCo's SYSmark. Starting this year, we are also including BAPCo's CrossMark multi-platform benchmarking tool.

UL Benchmark: PCMark 10

PCMark is a full-system benchmark which highlights CPU performance, but also includes the GPU, memory, and storage as factors in the outcome depending on the test being performed.

UL PCMark 10 Benchmarks
(Performance Scores - Higher is Better)
  Intel NUC12DCMi9
(Dragon Canyon)
Intel NUC11BTMi9
(Beast Canyon)
Digital Content Creation 6478 5734
Gaming 2189 2029
Productivity 7103 6722
Essentials 11056 10182
Overall 4505 4143

All workloads see a significant upgrade in scores as we move from Tiger Lake to Alder Lake in two machines with essentially identical thermal designs.

BAPCo SYSmark 25

BAPCo's SYSmark 25 replays traditional business workloads in a tightly controlled environment for consistent reproducibility. Energy measurement is also done to determine efficiency of the PC under test.

BAPCo SYSmark 25 Benchmarks
(Performance Scores - Higher is Better)
(Energy Consumption in Wh - Lower is Better)
  Intel NUC12DCMi9
(Dragon Canyon)
Intel NUC11BTMi9
(Beast Canyon)
Productivity 1927 (32.76 Wh) 1681 (26.22 Wh)
Creativity 2222 (31.44 Wh) 2006 (25.54 Wh)
Responsiveness 1476 1273
Overall 1972 (64.20 Wh) 1743 (51.76 Wh)

The Dragon Canyon NUC delivers significantly better performance at the cost of increased energy consumption - a 13% increase in scores for a 24% increase in energy consumption.

BAPCo CrossMark 1.0.1.86

BAPCo's CrossMark aims to simplify benchmark processing while still delivering scores that roughly tally with SYSmark. The main advantage is the cross-platform nature of the tool - allowing it to be run on smartphones and tablets as well.

BAPCo CrossMark 1.0.1.86 Benchmark
(Performance Scores - Higher is Better)
  Intel NUC12DCMi9
(Dragon Canyon)
Intel NUC11BTMi9
(Beast Canyon)
Productivity 1890 1733
Creativity 2164 1718
Responsiveness 1908 1702
Overall 2006 1722

The improvements seen in SYSmark 25 translate to CrossMark also, as expected.

Rendering: Cinebench R23

The Cinebench rendering benchmark can operate in two modes - single-threaded and multi-threaded.

Cinebench R23 Benchmarks
(Performance Scores - Higher is Better)
  Intel NUC12DCMi9
(Dragon Canyon)
Intel NUC11BTMi9
(Beast Canyon)
Single Thread 1833.69 1456.62
Multiple Threads 17951.68 11583.86

The upgrade in the single-threaded performance is quite welcome, given that both processors carry similar TDPs and clocks. On the multi-threaded front, the presence of 24 threads gives the Dragon Canyon a distinct advantage over the 16 threads in the Beast Canyon NUC.

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.

Handbrake 1.5.1 Transcoding Benchmarks
(Transcoding FPS - Higher is Better)
  Intel NUC12DCMi9
(Dragon Canyon)
Intel NUC11BTMi9
(Beast Canyon)
Software (x264)
(4K AVC to 720p AVC)
101.29 76.70
Hardware (qsv_h264)
(4K AVC to 720p AVC)
121.17 100.30
Software (x265_10bit)
(4K AVC to 1080p HEVC)
28.79 22.14
Hardware (qsv_h265_10bit)
(4K AVC to 1080p HEVC)
107.77 93.98

Hardware transcoding for HEVC is a lot faster than software (when compared to AVC in the same modes). Between Tiger Lake and Alder Lake, we see improvements in the transcoding rates across the board in the latter.

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 21.7 Benchmarks
(LZMA:x5:MT2 Algorithm Processing Rate in MBps - Higher is Better)
  Intel NUC12DCMi9
(Dragon Canyon)
Intel NUC11BTMi9
(Beast Canyon)
Compression 71.41 55.86
Decompression 1177.77 854.12

The higher number of threads in Alder Lake provides it with a distinct advantage in this multi-threading friendly benchmark.

Web Browsing: JetStream and Speedometer

Web browser-based workloads have emerged as a major component of the typical home and business PC usage scenarios. 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. We also process MotionMark, but the confidence level of the results vary as much as ±35%.

Intel NUC12DCMi9 (Dragon Canyon) Browser Bench
  Speedometer 2.0 JetStream 2.0 MotionMark 1.2
Microsoft Edge
(92.0.902.55)
279 ± 4 267.32 1221.43 ± 4.18%
Google Chrome
(92.0.4515.107)
289 ± 3.3 264.5 1101.27 ± 1.55%
Mozilla Firefox
(90.0.2.7872)
183 ± 3.2 153.96 989.06 ± 7.85%
Intel NUC11BTMi9 (Beast Canyon) Browser Bench
  Speedometer 2.0 JetStream 2.0 MotionMark 1.2
Microsoft Edge
(92.0.902.55)
181 ± 2.2 201.313 900.46 ± 14.16%
Google Chrome
(92.0.4515.107)
212.1 ± 2.1 201.097 1115.74 ± 5.54%
Mozilla Firefox
(90.0.2.7872)
164 ± 2.2 123.612 1072.12 ± 3.44%

Other than MotionMark, we see a significant uptick in performance for all browsers across all benchmarks when moving from Tiger Lake to Alder Lake.

Application Startup: GIMP 2.10.30

A new addition to our SFF 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. 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.

AppTimer: GIMP 2.10.30 Startup
(Time in Seconds - Lower is Better)
  Intel NUC12DCMi9
(Dragon Canyon)
Intel NUC11BTMi9
(Beast Canyon)
First Run 7.43 7.76
Decompression 4.01 3.87

Despite more cores in Dragon Canyon, their fast nature helps in achieving parity for first load times. However, the Beast Canyon enjoys a slight edge in the cache start.

Setup Notes and Platform Analysis GPU Performance
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  • vegemeister - Friday, February 25, 2022 - link

    36 W idle power lol. As much as an ultraportable laptop running flat out. Switching to a socketed desktop part was clearly a mistake.
  • CyrIng - Friday, February 25, 2022 - link

    Should we rather say 8 Pcore + 8 Ecore, short 8P + 8E , for a hybrid processor.
  • James5mith - Friday, February 25, 2022 - link

    Why is the best slot performance wise (CPU connected one on the back) the worst from a cooling perspective? That makes no sense.

    You can put in a PCIe5.0 NVMe drive in this slot! But you can't run it near capacity or it will melt.
  • thestryker - Friday, February 25, 2022 - link

    All of the M.2 slots are Gen4.
  • FXi - Friday, February 25, 2022 - link

    Sorry a small/modest liquid or even more silent cooling solution can be done in this size. And the soldered wifi is a turnoff because those standards change every 2-3 years far less than the lifespan of the rest of the system. For what this costs, and with how easy it is to build your own, they really have to tick all the user friendly and quiet boxes just right or their market is going to be pretty small.
  • bwj - Saturday, February 26, 2022 - link

    I really hate the case but I really like the compute element. With integral 10ge and dual TB ports it's quite nice. Would love to see another OEM putting the compute element into a simpler chassis, hopefully at a lower price. I built an i7 rig, complete with storage and memory, for $1300 but then I had to add TB and 10ge expansion cards. Would prefer an integrated package.
  • drbartsimpson - Wednesday, March 9, 2022 - link

    Would like to see a comparison with the just announced Mac Studio with the M1 Ultra
  • Dug - Friday, March 11, 2022 - link

    "In terms of internals, the Dragon Canyon's updates are also tempered by over-reliance on the PCH for almost all of the I/Os of the PC. In comparison, the Beast Canyon NUC had a better spread with the Thunderbolt 4 ports directly off the CPU. Given that the Alder Lake platform supports USB 3.2 Gen 2x2, a couple of the 20Gbps ports would have also been welcome on the Compute Element."

    You guys never test any of the ports, wifi, sound, or storage, so I guess we'll never know if it actually makes any difference in the real world.
    Also from the diagram, isn't the tb4 coming off of the cpu?

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