GPU Performance: Synthetic Benchmarks

Intel did not make significant changes in the integrated GPU when moving from Alder Lake to Raptor Lake. Process maturity has allowed it to clock the iGPU a bit higher, but the number of EUs remains the same as in the previous generation. GPU performance evaluation typically involved gaming workloads, and for select PCs, GPU compute. Prior to that, we wanted to take a look at the capabilities of the iGPU in the Core i7-1360P.

We have seen earlier that the performance of the Intel Iris Xe Graphics is miles ahead of previous iGPUs from both Intel and AMD. The benchmarks processed on the Mind Premium systems back up that aspect.

GFXBench

The DirectX 12-based GFXBench tests from Kishonti are cross-platform, and available all the way down to smartphones. As such, they are not very taxing for discrete GPUs and modern integrated GPUs. We processed the offscreen versions of the 'Aztec Ruins' benchmark.

GFXBench 5.0: Aztec Ruins Normal 1080p Offscreen

GFXBench 5.0: Aztec Ruins High 1440p Offscreen

Surprisingly, the Mind Premium configurations make it to the top half of the pack. A combination of driver improvements (compared to the version used in the review of the Arena Canyon NUC) and faster RAM probably contribute to this situation.

UL 3DMark

Four different workload sets were processed in 3DMark - Fire Strike, Time Spy, Night Raid, and Wild Life.

3DMark Fire Strike

The Fire Strike benchmark has three workloads. The base version is meant for high-performance gaming PCs. It uses DirectX 11 (feature level 11) to render frames at 1920 x 1080. The Extreme version targets 1440p gaming requirements, while the Ultra version targets 4K gaming system, and renders at 3840 x 2160. The graph below presents the overall score for the Fire Strike Extreme and Fire Strike Ultra benchmark across all the systems that are being compared.

UL 3DMark - Fire Strike Workloads

The Mind Premium makes it to the top half in these workloads, with the better iGPU in the newer Ryzen systems outperforming it. The higher power budget for the ASRock Industrial NUC BOX-1360P/D5 (40W vs 28W) gives it a slight edge among the Raptor Lake-P systems. The Arena Canyon NUC is probably held back by a combination of driver maturity and slower DDR4 RAM.

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

The observations made for the 3DMark Fire Strike workloads holds true for 3DMark Time Spy as well, with the Khadas Mind outperforming the Arena Canyon NUC, and being significantly behind only the RDNA2 / RDNA3 iGPU-based Ryzen systems.

3DMark Wild Life

The Wild Life workload was initially introduced as a cross-platform GPU benchmark in 2020. It renders at a 2560 x 1440 resolution using Vulkan 1.1 APIs on Windows. It is a relatively short-running test, reflective of mobile GPU usage. In mid-2021, UL released the Wild Life Extreme workload that was a more demanding version that renders at 3840 x 2160 and runs for a much longer duration reflective of typical desktop gaming usage.

UL 3DMark - Wild Life Workloads

This workload is no different as well, as the Arena Canyon NUC again falls behind the Khadas Mind systems despite the higher power budget. The new Ryzen systems outperform the Khadas Mind handily, though.

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

The faster RAM doesn't help the Khadas Mind in this workload, as the Arena Canyon NUC with its higher power budget manages to sneak past it in the Night Raid benchmark. The relative order remains the same for the other systems.

System Performance: Miscellaneous Workloads System Performance: Multi-Tasking
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  • wr3zzz - Thursday, September 14, 2023 - link

    This is what Intel NUC should've been. 450 grams, sleek look, magnetic snap-on interface for compatible docking station, e-GPU, portable and fixed displays.
  • hubick - Thursday, September 14, 2023 - link

    Thunderbolt eGPU's and stuff are already niche enough, and being invested in that ecosystem, the proprietary connector is a deal breaker for me. I fully lost interest when I saw the RAM was soldered. It's a shame they went proprietary, cuz this looks neat.
  • meacupla - Thursday, September 14, 2023 - link

    It has 32GB of LPDDR5 5200. How much more do you want?
  • Samus - Friday, September 15, 2023 - link

    Seriously, and there aren't really any options out there for high speed low profile memory. I'd take soldered LPDDR5 over any regular DDR4\5 socket, just make sure you get 16GB-32GB depending on your future use case. Nobody is going to keep running this thing 10 years from now when 32GB won't suffice.

    Meanwhile most PC's ship with 16GB and I still see 8GB in laptops, which has been pretty standard for...10 years.
  • PeachNCream - Thursday, September 14, 2023 - link

    This was absolutely sent to Future for the free advertising that an article about it would generate AND it's a pretty stupid idea since, well laptop and desktop workstations both exist and offer either more flexibility and the same relative compute power (typically with a larger company's backing) OR more compute power for the same cost. The gimmicky form factor is only a gimmick and nothing more.
  • ganeshts - Thursday, September 14, 2023 - link

    'Product sent for free advertising' - The way PR works is that the agency is tasked with promoting product awareness. 'Advertising' - at least in the TV / Internet age - refers to something that focuses purely on the positives of a product and pushes viewers / readers to go out and purchase the product. It is always a good idea to approach any article or review with wariness, but it looks like you want to see malice where there is none.

    PR agencies and reps pitch countless products for review, and we don't have enough resources or man-hours to justify an AnandTech-level review for each of those pitched products. Personally, I take up a product for review only if it offers something new or novel. There is absolutely no doubt that the Mind Family of products is something that has not been attempted successfully before. It may appear gimmicky, but the engineering effort towards creating a 256 Gbps external peripheral interface is definitely not something to be viewed with derision (which is what your post comes across as).

    Every time a company tries to create something new with focus on multiple product categories - 'a jack of all trades', there is always going to be a 'master of one' competitor. The question is whether the new product can evolve over multiple generations to re-frame the paradigm. (I would take the example of an iPod that appeared when there were other MP3 players in the market too. In fact, other than branding and industrial design, it wasn't offering too much novelty. But, that slowly metamorphosed into the iPhone juggernaut over a 15 - 20 year timeframe).

    The reason I am typing out this lengthy response is not because I have a vested interest in promoting the Mind family. In fact, you can see we do not even carry a link to the crowdfunding site where Khadas is currently selling the system before moving it to the Khadas shop / Amazon. Rather, I want to make sure readers are able to see the big picture as well as detailed specifics on where Khadas should be improving. I would say that in the last 5 - 7 years, this mini-PC is probably the one that I have spent the most time in reviewing - just because it is very different from what is usually put out in this space. And, I would love readers to understand that.

    Coming back to the 'advertising' claims - did you even read the concluding section? Khadas actually links to various reviews from their crowfunding campaign. I suspect it is unlikely they are going to link to our review. We have always aimed to present a balanced view of products and its capabilities. As it stands today, Khadas still has much to prove. That said, there is plenty of potential and the Mind Link interface is certainly praiseworthy for its capabilities (it is better than external OCuLink and Thunderbolt 5 from a technical viewpoint).
  • meacupla - Thursday, September 14, 2023 - link

    When do you expect to see the GPU and monitor docks become available?
    When they do, are you going to review those?
  • ganeshts - Friday, September 15, 2023 - link

    The GPU should be available in June 2024. There is no ETA yet for the other peripherals.

    As for review, it depends on Khadas. If they offer, I will definitely take it up [ as we do have a concrete idea of how eGPU enclosures need to be evaluated - https://www.anandtech.com/show/13944 ]
  • meacupla - Friday, September 15, 2023 - link

    oof, that is a rough launch window for the GPU dock. They should have stuck to an already established connector, like occulink.
  • Samus - Friday, September 15, 2023 - link

    Probably not worth considering the i7-1360P. It is (in real world performance) virtually identical to the i5-1340P.

    I have two notebooks with an i5-1240P and i7-1260P respectively and you literally would never be able to tell them apart in any task. The only difference as far as I can tell is slightly higher base and boost clock, and the i7 has more L3 cache that doesn't seem to mean anything in most applications. The GPU core has an additional core (so 96 EU's over 80 EU's in the i5.) They are otherwise identical CPU's with the same P and E cores.

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