UL Benchmarks - PCMark and 3DMark

This section deals with a selection of the UL Futuremark benchmarks - PCMark 10, PCMark 8, and 3DMark. While the first two evaluate the system as a whole, 3DMark focuses on the graphics capabilities.

PCMark 10

UL's PCMark 10 evaluates computing systems for various usage scenarios (generic / essential tasks such as web browsing and starting up applications, productivity tasks such as editing spreadsheets and documents, gaming, and digital content creation). We benchmarked select PCs with the PCMark 10 Extended profile and recorded the scores for various scenarios. These scores are heavily influenced by the CPU and GPU in the system, though the RAM and storage device also play a part. The power plan was set to Balanced for all the PCs while processing the PCMark 10 benchmark.

Futuremark PCMark 10 - Essentials

Futuremark PCMark 10 - Productivity

Futuremark PCMark 10 - Gaming

Futuremark PCMark 10 - Digital Content Creation

Futuremark PCMark 10 - Extended

Other than the gaming scenario, the passively-cooled ECS LIVA Z2 turns out to be better than the Arches Canyon NUC. The June Canyon NUC comes out on by a huge margin.

PCMark 8

We continue to present PCMark 8 benchmark results (as those have more comparison points) while our PCMark 10 scores database for systems grows in size. PCMark 8 provides various usage scenarios (home, creative and work) and offers ways to benchmark both baseline (CPU-only) as well as OpenCL accelerated (CPU + GPU) performance. We benchmarked select PCs for the OpenCL accelerated performance in all three usage scenarios. These scores are heavily influenced by the CPU in the system. Despite its passive cooling, the ECS LIVA Z2 is a step ahead of the Arches Canyon NUC in all the workloads.

Futuremark PCMark 8 - Home OpenCL

Futuremark PCMark 8 - Creative OpenCL

Futuremark PCMark 8 - Work OpenCL

3DMark

UL's 3DMark comes with a diverse set of graphics workloads that target different Direct3D feature levels. Correspondingly, the rendering resolutions are also different. We use 3DMark 2.4.4264 to get an idea of the graphics capabilities of the system. In this section, we take a look at the performance of the Gemini Lake UCFF PCs across the different 3DMark workloads.

3DMark Ice Storm

This workload has three levels of varying complexity - the vanilla Ice Storm, Ice Storm Unlimited, and Ice Storm Extreme. It is a cross-platform benchmark (which means that the scores can be compared across different tablets and smartphones as well). All three use DirectX 11 (feature level 9) / OpenGL ES 2.0. While the Extreme renders at 1920 x 1080, the other two render at 1280 x 720. The graphs below present the various Ice Storm worloads' numbers for different systems that we have evaluated.

UL 3DMark - Ice Storm Workloads

3DMark Cloud Gate

The Cloud Gate workload is meant for notebooks and typical home PCs, and uses DirectX 11 (feature level 10) to render frames at 1280 x 720. The graph below presents the overall score for the workload across all the systems that are being compared.

UL 3DMark Cloud Gate Score

3DMark Sky Diver

The Sky Diver workload is meant for gaming notebooks and mid-range PCs, and uses DirectX 11 (feature level 11) to render frames at 1920 x 1080. The graph below presents the overall score for the workload across all the systems that are being compared.

UL 3DMark Sky Diver Score

3DMark Fire Strike Extreme

The Fire Strike benchmark has three workloads. The base version is meant for high-performance gaming PCs. Similar to Sky Diver, it uses DirectX 11 (feature level 11) to render frames at 1920 x 1080. The Ultra version targets 4K gaming system, and renders at 3840 x 2160. However, we only deal with the Extreme version in our benchmarking - It renders at 2560 x 1440, and targets multi-GPU systems and overclocked PCs. The graph below presents the overall score for the Fire Strike Extreme benchmark across all the systems that are being compared.

UL 3DMark Fire Strike Extreme Score

3DMark Time Spy

The Time Spy workload has two levels with different complexities. Both use DirectX 12 (feature level 11). However, the plain version targets high-performance gaming PCs with a 2560 x 1440 render resolution, while the Extreme version renders at 3840 x 2160 resolution. The graphs below present both numbers for all the systems that are being compared in this review.

UL 3DMark - Time Spy Workloads

3DMark Night Raid

The Night Raid workload is a DirectX 12 benchmark test. It is less demanding than Time Spy, and is optimized for integrated graphics. The graph below presents the overall score in this workload for different system configurations.

UL 3DMark Fire Strike Extreme Score

In terms of GPU performance, being actively cooled helps the Arches Canyon NUC come in second place for almost all relevant cases

BAPCo SYSmark 2018 Miscellaneous Performance Metrics
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  • mode_13h - Sunday, December 23, 2018 - link

    These aren't just light desktops, and perhaps you overestimate the size of the HTPC market.

    My employer actually uses NUCs for another purpose, entirely. A lot of things that would formerly be handled by lightweight servers can be done with a NUC. If you need to do some processing on-site (i.e. cannot move it into the cloud, or on a VM hosted by a big server), then NUCs are a pretty good option. I wish they had ECC, but it's not needed for our purpose (and there are industrial mini PCs that have it).
  • eastcoast_pete - Monday, December 24, 2018 - link

    I agree with you that, for the use you describe, these NUCs are (almost, no ECC) perfectly fine. I disagree on underestimating the size of the HTPC market. Unfortunately, there are plenty of people who think hey, this could be a cheap solution for my media needs.
    I wish Ganesh would have put a clear statement in his review along the lines of " these units are okay or even excellent for situations where you need a compact PC that can run general office software or on-site processing. However, if you hope to put these Gemini lake systems to use as HTPCs, you're better off looking elsewhere" or similar.
  • GreenReaper - Sunday, December 23, 2018 - link

    To be honest, these have not really been positioned as HTPC, but as ultra-compact form-factor PCs. Other places describe it as a "PC replacement" or for "entry-level digital signage", e.g.:

    "The NUC7PJYH kit also comes with dual Ultra HD 4K display support via two full-sized HDMI ports, consumer infrared, and a TOSLINK audio jack, they’ve got everything they need to stream media, play, or finish that last-minute presentation. In addition, with 3.2x better graphics, you can create robust entry-level digital signage at entry-level prices for your SMB customers."

    If you are looking for more in a NUC, and in particular HDR support, you probably want to be looking at Bean Canyon (CFL-U) or Hades Canyon (KBL-U) as described in https://www.anandtech.com/tag/htpc
  • speculatrix - Monday, December 31, 2018 - link

    The TOSLink port works perfectly under windows 10, with dd5.1 out.
  • Oxford Guy - Friday, December 28, 2018 - link

    "For example, in the average office scenario, it might not be worth purchasing a noisy and power-hungry PC just because it ends up with a 2000 score in the SYSmark 2014 SE benchmarks. In order to provide a balanced perspective, SYSmark 2018 also allows vendors and decision makers to track the energy consumption during each workload. In the graphs below, we find the total energy consumed by the PC under test for a single iteration of each SYSmark 2018 workload. For reference, the calibration system consumes 5.36 Wh for productivity"

    versus 6.03 for the LIVA and 6.60 for the NUC. So, they both fail the office work test. That is not what I expected nor what most would expect, since Atom in particular is supposed to be more, not less, energy-efficient for things like office work. Is it due to the i3-7100 being able to finish tasks more quickly, a storage speed bottleneck, or both? I assume it's the first one.

    It's also rather sad how slow these are when compared with Piledriver parts in the Cinebench tests. Even single-threaded Cinebench, which exposes how slow Piledriver is when compared with Intel's real CPUs, makes these low bad. The multicore performance is pitiful. Yes, I realize that Piledriver uses more energy. However, a processor like the 8370E is hardly an energy nightmare if it's not overclocked and it kicks the tar out of these chips (100 for single-threaded and 614 for multithreaded). The 8320E was ultra cheap at MicroCenter and even qualified for the motherboard price reduction. Color me underwhelmed when a design from 2011/2012 that wasn't much of an upgrade when it came out manages to greatly outperform parts being sold on the cusp of 2019, without using a tremendous amount of energy. Clearly, an officer worker would be happier with an 8320E than one of these CPUs and it's not even for sale anymore — let alone a Sandy Bridge chip which has better single-threaded performance.

    These boxes, then, seem to be for more niche activities, like HTPC use.
  • Oxford Guy - Friday, December 28, 2018 - link

    "makes these low bad" unfinished sentence... oops: "Makes these low low end chips seem particularly bad."
  • speculatrix - Monday, December 31, 2018 - link

    I bought a June Canyon NUC specifically because of the TOSLink optical output. I can vouch that, with the right drivers under windows 10 you can get Dolby Digital out, when playing Netflix from the Netflix app, or movies with the right audio codecs with VLC.
  • pseudoid - Wednesday, January 23, 2019 - link

    I thought I was in the PC aisle of Fry's Electronics store. Yeah, here it is 2019 and they are still trying to offload the NUC7s at retail prices. I bought NUC8s (one w/i5 and the other with the i7) in December 2018 and I'm tickled pink.
  • haralake - Friday, September 3, 2021 - link

    Hello! I would like to power NUC7PJYH NUC after a power failure. Specifically I want to use a mini ups with 12v 2a 30watt output. I read in the model information that 12-19v power supply is possible on NUC7PJYH, so I will not have a problem with 12v. But I would like to know if the 2a and 30watt provided by my ups are enough for NUC7PJYH.

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