GPU Performance - Gaming Workloads

The gaming test suite for SFF PCs was revamped in mid-2018 with six different games:

  • 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. Our test suite is 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). There are no surprises here, with the RTX 2070 performing way better than the previous-generation GPUs. Operating the RTX 2070 in x16 mode results in slightly better performance (around 3 - 4 fps better, but very much dependent on the quality and resolution) compared to a x8 configuration

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

Due to the CPU-limited nature of the game, the Ghost Canyon NUC is not able to emerge as a clear winner here. However, the performance is more than enough to provide an excellent experience across all resolutions and quality settings for Dota 2.

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.

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.

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

While the Ghost Canyon NUC is the best of the lot, the interesting aspect to observe here is that x8 or x16 essentially makes no difference to the game's performance.

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

As expected, the Ghost Canyon NUC configuration performs much better than any of the other configurations in the list. The x16 mode delivers slightly more FPS compared to the x8 mode across all tested resolutions and quality settings, unlike what we saw in the Shadow of War gaming workload.

Overall, the NUC9i9QNX combined with the ASUS RTX 2070 Mini manages to deliver more gaming performance than any other SFF PC we have seen so far - even managing to surpass larger systems in the process.

Miscellaneous Performance Metrics GPU Performance for Workstations - SPECviewperf 13
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  • Deicidium369 - Saturday, April 18, 2020 - link

    No, Jimmy it's not made to impress you, I could not care less about what you think. The point is that I am not an Intel fanboy - I prefer Intel AFTER taking the best AMD has to offer in consideration. For that year back when the AMD Athlon 2400XP (pretty sure that was the model) I was sure my next PC would be AMD also - then Core dropped ... and the Sun set on that idea.

    So when Ryzen released - I put together a 1700 system, It was OK but not great - good for budget builds. The 2700X was very good, few issues, good performance, paired that with a Vega VII - and that was just meh. The 3950 is not bad, but nothing special - I do not have any use for a HEDT system - we migrated from LGA2011v3 to Intel Scalable Xeon for our engineering workstations - although the 2nd socket never got populated - still was the solid choice.

    You should try to add something other than being a reflexive little troll - all you do, as does qasar is to call people fanboys - but ALL you add to the conversation is calling other people fanboy - when you 2 are the biggest fanboys I have run into. Kiddies you shouldn't be putting so much of your own self worth into what some corporation is doing - maybe when you get older you will get some perspective - back in my day I fought the Mac vs Atari ST vs Amiga wars, and later the Netscape vs IE wars - so I understand the mentality - but that 30 years ago.

    Now run along, Jimmy and clean the basement.

    Yeah you mean the guy who could not find the slide that said full scene RT in the cloud? Replied with the Slide that he could not find - and he later PM'd me, And still did not refute a single thing I said. So fight your own battles.
  • Korguz - Sunday, April 19, 2020 - link

    " I am not an Intel fanboy " yea right, your post reek of it, even though you keep saying other wise.

    and in return, all you do is call people names and insult them cause all you have left, you cant give proof of ANYTHING you say, cause it is all your personal opinion and bias. thats funny, seems a of people refuted what you said, even Johan. what the point of calling me jimmy anyway, does it make you feel better about yourself some how ?
  • Korguz - Sunday, April 19, 2020 - link

    and your " facts " are still BS, thats why you havent replied to that thread, or the one on tom's, cause you have nothing.
    "You should try to add something other than being a reflexive little troll " and so should you, try posting some links or sources to back up what you say. " but ALL you add to the conversation is calling other people fanboy " and all you do is instult people and call them names, point is ?
    " Kiddies you shouldn't be putting so much of your own self worth into what some corporation is doing " ha, you should talk. looks like you were refuted on tom's so you came here to spread your BS instead.
  • Korguz - Sunday, April 19, 2020 - link

    johan = jarred
  • Operandi - Friday, April 17, 2020 - link

    LOL, and you think this is going to sell?

    If this thing wasn't over priced at least the vast majority of the work of building a SFC system would be done and that would be small win. Still wildly inferior to what you can do with off the shelf iTX hardware (Intel or AMD, dosn't mater) but it would be something. As it is this a over priced cluster fuck disaster of a design that dose nothing you can't do with off the shelf parts. Good job Intel.
  • Deicidium369 - Friday, April 17, 2020 - link

    I honestly have NO CLUE what the exact use case for this system is - Intel calls it a NUC - I DO NOT consider this to be a NUC system... Again, no clue.
  • Korguz - Friday, April 17, 2020 - link

    " work on something that would, you know, sell. " that implies you think this would sell.
  • Deicidium369 - Sunday, April 19, 2020 - link

    Jimmy - go clean the basement. You seem to be following me - look bud - I don't care what you are into, I am married and your obvious infatuation is starting to creep me out. Seriously - stay away.
  • Korguz - Sunday, April 19, 2020 - link

    of frank, when i am done that, i will help you clean out the garage. cause obviously, you are incapable of that
  • Spunjji - Friday, April 24, 2020 - link

    Your posts here are the worst. 🤦‍♂️

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