GPU Performance - Gaming Workloads

The Beast Canyon NUC's gaming prowess was evaluated using our 2018 gaming test suite (to ensure we have a good set of comparison points from our previous reviews):

  • Civlization VI (DX12)
  • Dota 2
  • F1 2017
  • Grand Theft Auto V
  • Middle Earth: Shadow of War
  • Far Cry 5

Most system reviews take a handful of games and process them at one resolution / quality settings for comparison purposes. Recently, we have seen many pre-built systems coming out with varying gaming capabilities. Hence, it has become imperative to give consumers an idea of how a given system performs over a range of resolutions and quality settings for each game. With our latest suite, we are able to address this aspect.

Civilization VI (DX12)

The Civilization series of turn-based strategy games is very popular. For such games, the frame rate is not necessarily an important factor in the gaming experience. However, with Civilization VI, Firaxis has cranked up the visual fidelity to make the game more attractive. As a result, the game can be taxing on the GPU as well as the CPU, particularly in the DirectX 12 mode.

Civilization VI (DirectX 12) Performance

We processed the built-in benchmark at two different resolutions (1080p and 2160p), and with two different quality settings (medium and ultra, with the exact differences detailed here). All settings and resolutions point to the Beast Canyon being the runaway winner. It is the CPU capabilities that probably edge the scores here, given that the RTX 3060 and RTX 2070 perform quite similar to each other in most of the other workloads.

Dota 2

Dota 2 has been featuring in our mini-PC and notebook reviews for a few years now, but, it still continues to be a very relevant game. Our evaluation was limited to a custom replay file at 1080p resolution with enthusiast settings ('best-looking' preset). We have now revamped our testing to include multiple resolutions - This brings out the fact that the game is CPU-limited in many configurations.

Dota 2 allows for multiple renderers - we use the DirectX 11 mode. The rendering settings are set to 'enthusiast level' (best-looking, which has all options turned on, and at Ultra level, except for the Shadow Quality set to 'High'). We cycle through different resolutions after setting the monitor resolution to match the desired resolution. The core scripts and replay files are sourced from Jonathan Liebig's original Dota 2 benchmarking instructions which used a sequence of frames from Match 3061101068.

Dota 2 - Enthusiast Quality Performance

Dota 2 is not a taxing benchmark for these high-end systems, and the Beast Canyon is either comfortably on top, or within the margin of error when things are too close to call.

F1 2017

Our gaming system reviews have always had a representative racing game in it. While our previous benchmark suite for PCs featured Dirt 2, we have moved on to the more recent F1 2017 from Codemasters for our revamp.

F1 2017 - Ultra Quality Performance

The supplied example benchmark (with some minor tweaks) is processed at four different resolutions while maintaining the graphics settings at the built-in 'Ultra' level. The trend observed in previous games holds true here also, with the Beast Canyon emerging on top.

Grand Theft Auto V

GTA doesn’t provide graphical presets, but opens up the options to users and extends the boundaries by pushing even the hardest systems to the limit using Rockstar’s Advanced Game Engine under DirectX 11. Whether the user is flying high in the mountains with long draw distances or dealing with assorted trash in the city, when cranked up to maximum it creates stunning visuals but hard work for both the CPU and the GPU. For our test we have scripted a version of the in-game benchmark. The in-game benchmark consists of five scenarios: four short panning shots with varying lighting and weather effects, and a fifth action sequence that lasts around 90 seconds. We use only the final part of the benchmark, which combines a flight scene in a jet followed by an inner city drive-by through several intersections followed by ramming a tanker that explodes, causing other cars to explode as well. This is a mix of distance rendering followed by a detailed near-rendering action sequence.

Grand Theft Auto V Performance

We processed the benchmark across various resolutions and quality settings (detailed here). The results are presented above.Except for the 4KMax setting where the Ghost Canyon takes the lead, it is the Beast Canyon outperforming all other systems here.

Middle Earth: Shadow of War

Middle Earth: Shadow of War is an action RPG. In our previous gaming benchmarks suite, we used its prequel - Shadow of Mordor. Produced by Monolith and using the new LithTech Firebird engine and numerous detail add-ons, Shadow of War goes for detail and complexity. The graphics settings include standard options such as Graphical Quality, Lighting, Mesh, Motion Blur, Shadow Quality, Textures, Vegetation Range, Depth of Field, Transparency and Tessellation. There are standard presets as well. The game also includes a 'Dynamic Resolution' option that automatically alters graphics quality to hit a pre-set frame rate. We benchmarked the game at four different resolutions - 4K, 1440p, 1080p, and 720p. Two standard presets - Ultra and Medium - were used at each resolution after turning off the dynamic resolution option.

Middle Earth: Shadow of War Performance

The Ghost Canyon NUC and the Beast Canyon NUC perform very similarly at higher resolutions in this benchmark. Both outperform the other systems handily across the board, though.

Far Cry 5

Ubisoft's Far Cry 5 is an action-adventure first-person shooter game released in March 2018. The game comes with an in-built benchmark and has standard pre-sets for quality settings. We benchmarked the game at four different resolutions - 720p, 1080p, 1440p, and 2160p. Two preset quality settings were processed at each resolution - normal and ultra.

Far Cry 5 Performance

Similar to the other games, the RTX 3060 combined with the Tiger Lake-H CPU help the Beast Canyon come out on top across all resolutions and quality settings.

Overall, the Tiger Lake-H CPU's capabilities complement the prowess of the GeForce RTX 3060 nicely to provide a gameplay experience better than previous generation systems. As we shall see later on, this is at a lower price point while maintaining similar power consumption levels.

Miscellaneous Performance Metrics Power Consumption and Thermal Performance
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  • meacupla - Friday, July 30, 2021 - link

    Of all the parts that are likely to fail prematurely in a PC, the least likely is the CPU, followed by the mobo.

    For mobo failures, it's either DOA, or after 5yrs+. By the time you hit 5yrs+, there is a high likelyhood you can't find a replacement ITX mobo anyways, thus forcing you to buy both CPU+mobo, and potentially RAM.

    I mean, if you are that worried about premature failure outside of warranty, just buy a 3yr or 5yr extended warranty with the seller.
  • mode_13h - Monday, August 2, 2021 - link

    In terms of part replaceability, I'd worry that the form factor would be a big impediment to part selection. That'd be the main rationale for preferring a standard desktop.

    The main reason I'd buy this machine is that it's the only way to get a Tiger Lake-H, outside of laptop.
  • TheinsanegamerN - Thursday, July 29, 2021 - link

    I see that cooling and all I can think of is *noise*
  • meacupla - Friday, July 30, 2021 - link

    From what I've seen in other reviews, it's very quiet, even at full load.
  • Spunjji - Friday, July 30, 2021 - link

    I really don't trust most reviewers' assessments of what is and it not quiet, sadly. It does look like it might be engineered well enough not to be a constant irritant, but that type of fan has a high noise floor and a relatively high pitch by default.
  • meacupla - Friday, July 30, 2021 - link

    Okay, well, you can go down your "I don't trust most reviewers" rabbit hole then.
  • Oxford Guy - Wednesday, August 11, 2021 - link

    I trust that this review’s comment about production BIOS fan noise is an example of tasteful understatement.
  • willis936 - Friday, July 30, 2021 - link

    You see 3x 120x25 mm fans and think "that's going to be loud"?
  • alpha754293 - Thursday, July 29, 2021 - link

    a) This is the formerly Sun Microsystems Penguin on steroids.
    (Add-in card based computers is nothing new. Google it.)

    b) It would be interesting to see a time history trace/plot of the CPU frequency during the CPU stress test because I've found that the 100 mm x 100 mm generation of Intel NUCs - the CPUs were SEVERELY limited and would thermal throttle very quickly under full CPU load such that you weren't ever able to use said Intel NUCs to its fullest potential.

    c) It's really a shame that AMD doesn't have something like this.
  • AdrianBc - Thursday, July 29, 2021 - link

    The thermal behavior of the 100 mm x 100 mm NUCs has varied a lot from generation to generation, because they have used different coolers, some more efficient others less efficient, some noisier other less noisy.

    I have more than a dozen of different NUCs and I believe that the best coolers were in their 8th generation, i.e. 2018/2019, with Coffee Lake or Cannon Lake CPUs (Cannon Lake was of course a pathetic CPU, but they used the same good coolers like Coffee Lake).

    Those 8th generation NUC coolers were practically silent in normal operation and they allowed in the i7 Cofee Lake model a power dissipation of 50 W for the first half minute then of 30 W forever, which was much better than any laptop that used the same CPU (e.g. Apple).

    So with adequate coolers it is possible to have good performance even in the 100 mm x 100 mm (4 inch) size.

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