List Your NUC Capabilities Here

So I ran these benchmarks with a Convolution file, from @grossmsj loaded into Roon Core, and replaying 24/88 Daft Punk Random Access Memories as a comparison to the NUC8i7 (4 Core machine)

Convolution Filter running on one Zone 43.6x

Convolution Filter running on two Zones 37.1x (on the original zone)
Convolution Filter running on three Zones 37X (on the original zone)
Convolution Filter running on four Zones 40x (on the original zone)

So that’s 4 zones, with DSP on each zone and no impact of each additional zone, and the NUC5i3 ROCK server has no problem supporting 4 playback zones with DSP!

Playback of Redbook file with Convolution DSP and PCM Upsampling (Power of 2) 15.8x (without Convolution DSP it was 21.1x)

Playback of Redbook file with Convolution DSP and PCM Upsampling (Max Rate) 12.7x (without Convolution DSP it was 15.3x)

Playback of DSD64 with Convolution DSP and PCM conversion to Max PCM rate is 7.3x (without Convolution DSP was 7.4x)

Playback of DSD128 with Convolution DSP and PCM conversion to Max PCM rate is 3.9x (without Convolution DSP it was 4.1x)

Playback of DSD256 with Convolution DSP and PCM conversion to Max PCM rate is 2.9x (without Convolution DSP was also 2.9x)

Playback of MQA 352.8KHz with Convolution DSP and conversion to Max PCM rate is 7.3x (without Convolution DSP was 8.6x)

Playback of 24/352.8 with Convolution DSP and conversion to Max PCM rate is 7.5x
(without Convolution DSP was 9x)

‘Upsampling’ 24/88.2 to DSD64 with Convolution DSP is 6.4x

‘Upsampling’ 24/88.2 to DSD128 with Convolution DSP is 4.3x

So final stress test
Zone 1: 24/88.2 with Convolution DSP ‘upsampled’ to DSD128: 4.3x
Zone 2: 24/352.8 with Convolution DSP converted to Max PCM 24/192: 7x
Zone 3: 16/44.1 with Convolution DSP with DSP Attentuating volume: 85.7x
Zone 4: 16/44.1 with Convolution DSP ‘upsampled to DSD64: 6.8x

So simultaneous 4 zone playback supported with Convolution DSP on each zone, with some level of DSP conversion, including DSD128 and DSD64 conversion on 2 of the zones.

Have I missed anything?

I think ROCK running on a NUC5i3 can do DSP!
Thanks, Simon.


No. I won’t accept it! It violates my preconceived ideas. Your NUC5i3 has special super powers.
Seriously, this is really helpful. You put a lot of work into this. I now have a healthy respect for how well the i3 can handle Roon.
Still glad I bought the i7. :wink:

Are you using more than one processing core?

In the DSD ‘upsampling’ I have the ‘enable use of multiple cores’ set.

I observed very predictable behaviour earlier in my tests, when you unset this option, i.e. processing speed was halved.
However the purpose of a multiple core processor is to allow the workload to be across multiple cores, instead of being bound to a single core.
It is an implementation of the Von Neumann computing architecture to be able to undertake this.

Other than that I am just letting RoonOS manage the hardware to get the job done, which it did!

And if you can get can get this level of processing done, with a 2 Core i3 based unit, why the need for anything more? You are just wasting your money on additional processing capacity you are not going to use.


That is good to know. I actually decommissioned my 5i5 because I wanted to be able to do more but I now appreciate that apart from upsampling DSD to the really big numbers I could have stuck with it. I never used the parallelize function.

Hopefully these benchmarks debunk the idea and preconceptions, particularly here on this forum, that you need the most latest NUC with the most powerful processor to run Roon Core using ROCK.

The Intel core CPU architecture, has probably not changed dramatically in the last 5 years, since the introduction of 14nm processes. From reading the notes on the different processor generations it looks they have worked on GPU performance to support the requirements of 4K & higher resolutions, higher RAM addressing and integrating WiFi & Bluetooth to ‘on chip’ processing.
Plus introductions fixes for the Security vulnerabilities discovered, with hardware fixes over initial BIOS updates.

It is only in the Cannon Lake, Whiskey Lake & Ice Lake series have Intel been trying to release on a shrunk 10nm die, but that hasn’t gone that well, with many of these being back on 14nm production, including the forthcoming Comet Lake, 10th Generation.
Plus I don’t believe these were released in NUC devices or supported by ROCK.

Of course, as a headless server you don’t need any of the display capabilities, GPU performance, graphics rendering, etc.
ROCK only uses wired networking so no WiFi or Bluetooth usage.
Plus we have seen that ROCK only needs 8GB for OS & DB, until the library is that massive that it starts crashing.
A music server will sit in a network behind a NAT unit and Firewall (whether discrete or the ISP’s provided router, but these are normally very low quality implementations & add huge network bottlenecks) so the hardware fixes to the Meltdown and Spectre vulnerabilities are not required.

So I would say, most of the later NUC generations have offered no significant improvement to ROCK performance (certainly not enough to warrant additional spend) and the additional performance of an i5 or i7 processor, at the higher processing speeds are unnecessary for the required application in the audio processing algorithms employed in the RoonOS. There is just extra heat to deal with, which is undesired in a music server environment, as it needs to be cooled which introduces additional electrical noise.

But a good exercise to undertake.


So, what do those processing speeds mean. What does 21.1X actually mean?

NUC Clone (HP 260 G3), i3 7130U, 8GB RAM, 256gb NVMe PCIe SSD.

I put on a basic parametric EQ to test out DSP and also see some of these processing figures you all throw up. Mine came out as 30.5x on the EQ.

Have had no issues with this device running ROCK

It is a measure of the load relative to consuming a full core.

Roon currently runs the DSP engine on one CPU core per zone–so “2.0x” means you’re using 50% of one CPU core to play music in this zone.
21.1x is a fraction of this, circa 5% of one CPU core for that zone.


Also to add to @simon_pepper’s good explanation, if you don’t see a processing speed, it means it’s negligible to the system.


Good idea.

NUC5i3 (£200 used). 70k tracks in library, one zone, DSP - handles all PCM rates, DSD can get up to 256 just, 128 is more stable though - processing speed around 2 in that mode, much higher with PCM

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This explains why I sometimes don’t see it come up. Suggesting my NUC clone is more than enough for my needs for now.

This is very helpful @Phil_Wright. It shows an ‘edge case’ where computing power is limited.
High bit-rate DSD AND some form of signal processing seems to put a real hurtin’ on the processor.
I don’t have any DSD 256 to put it to a test on a NUC8i7. I’d bet it would be somewhat similar with one core, but separation would happen with multiple endpoints playing same.


To clarify, I have very little high res music, so I’m talking about the NUC’s ability to upsample to high PCM and DSD. I should have added that in normal use I don’t have any EQ or similar.

I was a bit nervous getting the 5i3 but had to do something as my previous 2010 Mac mini had finally conceded defeat. So far it’s fine though - does everything I need it to and handles more than I expected it to.


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I understand.
So if I upsample a 24-bit FLAC to DSD256 with a convolution filter, I’m running around 2X on a NUC8i7. That same file without DSD256 upsampling, but with convolution is around 90X.
If I simply run a DSD64 file with convolution only it runs around 3.7X and drops to ~1.7X with upsampling to DSD256. Why anyone would want to do that is beyond me. But putting DSD and convolution together requires some grunt. Even so, the i3 is up to the challenge!


I’m considering Roon and trying to assess the overall costs. Finding the best practices in network set ups and harware requirements takes some time, as the whole system is kinda vast (sorry, English isn’t my first language).

As mentioned in this thread, Roon requirements look to be on the cautious side vs. user experience.
Could you help me to choose a suitable nuc (I3/I5/I7) according to my needs ?

  • Upsampling PCM to 192.24 (no DSD), rarely downsampling DSD to 192.24
  • Convolution filters
  • 2000 albums library
  • Ethernet only streamer/dac and Chromecast
    Thank you very much

If you can buy 8i7beh then take it. is with a large supply, and certainly works. Personally, I use it and I have no problems with it.

Hi @Abolive,
Welcome to the Roon Community!
An i3 NUC will get the job done for you. It will be able to handle the convolution filter and upsampling. Since your library isn’t really large and you don’t specify a lot of endpoints that will work fine. If you have the extra $100 dollars, move up the the i5. Maybe the best bang for the buck.
If you have the mindset “I want as much computer as I can buy now” (I’m that way) you’d want the i7. But it is certainly more than you need.
RAM is cheap, so get 8GB, and you really must have a SSD to install Roon. In a NUC this is the M.2 SSD drive. It doesn’t need to be large. Since ROCK only puts Roon OS and the database on it, bigger isn’t better if you’re library isn’t large.


Hi @Maxxim_M,
Thank you for your reply.
I’m sure it would work, but I would like to keep the costs down if I can. I’m actually looking for the cheapest nuc that would not limit me for my usage needs.

Hi @grossmsj ,
Thank you for the warm welcome!
Your reply points towards a simpler nuc, that I feel could be enough for me.
I think the I5 would a safe bet, if it is only 100 more. Ok for 8GB :+1: