System Performance

While synthetic test performance is one thing, and hopefully we’ve covered that well with SPEC, interactive performance in real use-cases behaves differently, and here software can play a major role in terms of the perceived performance.

I will openly admit that our iOS system performance suite looks extremely meager: we are only really left with our web browser tests, as iOS is quite lacking in meaningful alternatives such as to PCMark on the Android side.

Speedometer 2.0 - OS WebView

Speedometer 2.0 is the most up-to-date industry standard JavaScript benchmark which tests the most common and modern JS framework performance.

The A12 sports a massive jump of 31% over the A11, again pointing out that Apple’s advertised performance figures are quite underselling the new chipset.

We’re also seeing a small boost from iOS 12 on the previous generation devices. Here the boost comes not only thanks to an a change in how iOS’s scheduler handles load, but also thanks to further improvements in the ever evolving JS engine that Apple uses.

WebXPRT 3 - OS WebView

WebXPRT 3 is also a browser test, however its workloads are more wide-spread and varied, containing also a lot of processing tests. Here the iPhone XS showcases a smaller 11% advantage over the iPhone X.

Former devices here also see a healthy boost in performance, with the iPhone X ticking up from 134 to 147 points, or 10%. The iPhone 7’s A10 sees a larger boost of 33%, something we’ll get into more detail in a little bit.

iOS12 Scheduler Load Ramp Analyzed

Apple promised a significant performance improvement in iOS12, thanks to the way their new scheduler is accounting for the loads from individual tasks. The operating system’s kernel scheduler tracks execution time of threads, and aggregates this into an utilisation metric which is then used by for example the DVFS mechanism. The algorithm which decides on how this load is accounted over time is generally simple a software decision – and it can be tweaked and engineered to whatever a vendor sees fit.

Because iOS’s kernel is closed source, we’re can’t really see what the changes are, however we can measure their effects. A relatively simple way to do this is to track frequency over time in a workload from idle, to full performance. I did this on a set of iPhones ranging from the 6 to the X (and XS), before and after the iOS12 system update.

Starting off with the iPhone 6 with the A8 chipset, I had some odd results on iOS11 as the scaling behaviour from idle to full performance was quite unusual. I repeated this a few times yet it still came up with the same results. The A8’s CPU’s idled at 400MHz, and remained here for 110ms until it jumped to 600MHz and then again 10ms later went on to the full 1400MHz of the cores.

iOS12 showcased a more step-wise behaviour, scaling up earlier and also reaching full performance after 90ms.

The iPhone 6S had a significantly different scaling behaviour on iOS11, and the A9 chip’s DVFS was insanely slow. Here it took a total of 435ms for the CPU to reach its maximum frequency. With the iOS12 update, this time has been massively slashed down to 80ms, giving a great boost to performance in shorter interactive workloads.

I was quite astonished to see just how slow the scheduler was before – this is currently the very same issue that is handicapping Samsung’s Exynos chipsets and maybe other Android SoCs who don’t optimise their schedulers. While the hardware performance might be there, it just doesn’t manifest itself in short interactive workloads because the scheduler load tracking algorithm is just too slow.

The A10 had similar bad characteristics as the A9, with time to full performance well exceeding 400ms. In iOS12, the iPhone 7 slashes this roughly in half, to around 210ms. It’s odd to see the A10 being more conservative in this regard compared to the A9 – but this might have something to do with the little cores.

In this graph, it’s also notable to see the frequency of the small cores Zephyr cores – they start at 400MHz and peak at 1100MHz. The frequency in the graph goes down back to 758MHz because at this point there was a core switch over to the big cores, which continue their frequency ramp up until maximum performance.

On the Apple A11 – I didn’t see any major changes, and indeed any differences could just be random noise between measuring on the different firmwares. Both in iOS11 and iOS12, the A11 scales to full frequency in about 105ms. Please note the x-axis in this graph is a lot shorter than previous graphs.

Finally on the iPhone XS’s A12 chipset, we can’t measure any pre- and post- update as the phone comes with iOS12 out of the box. Here again we see that it reaches full performance after 108ms, and we see the transition of the tread from the Tempest cores over to the Vortex cores.

Overall, I hope this is the best and clear visual representation of the performance differences that iOS12 brings to older devices.

In terms of the iPhone XS – I haven’t had any issues at all with performance of the phone and it was fast. I have to admit I’m still a daily Android user, and I use my phones with animations completely turned off as I find they get in the way of the speed of a device. There’s no way to completely turn animation off in iOS, and while this is just my subjective personal opinion, I found they are quite hampering the true performance of the phone. In workloads that are not interactive, the iPhone XS just blazed through them without any issue or concern.

The A12 Tempest CPU & NN Performance Tests GPU Performance & Power
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  • Speedfriend - Monday, October 8, 2018 - link

    So you would expect them to use that powerful SOC to deliver real battery improvements, but somehow they can't. No one I speak to complains that their modern smartphone is slow, but everyone complains about battery life.
  • melgross - Saturday, October 6, 2018 - link

    It’s both. The deep dive isolates the SoC to a great extent. It can be done with any phone.
  • eastcoast_pete - Friday, October 5, 2018 - link

    Andrei, thanks for the review! Yes, these are outstanding phones at outrageous prices. I appreciate the in-depth testing and detailed background, especially on the A12's CPU and GPU. While I don't own an iPhone and don't like iOS, I also believe that, phone-wise, the XS and XS Max are the new kings of the hill. The A12's performance is certainly in PC laptop class, and I wonder if (or how) the recent Apple-Qualcomm spat that kept QC's modem tech out of the new iPhones has helped Intel to keep its status as CPU provider for Apple's laptops, at least for now.
    One final comment, and one question: Andrei, I agree with you 100% that Apple missed an opportunity when they decided on a rather middling battery capacity for the XS Max. If I buy a big phone, I expect a big battery. Give the XS Max a 5000 mAh or larger battery, and it really is "the Max", at least among iPhones. At that size, a few mm additional thickness are not as important as run time. Maybe Apple kept that upgrade for its mid-cycle refresh next year - look, bigger batteries.
    @Andrei. I remember reading somewhere that the iPhone X and 8 used 128 bit wide memory buses. Questions: Is that the case here, and how does the memory system and bus compare to Android phones? And, in your estimate, how much of the A12's speed advantages are due to Apple's memory speeds and bus width ?
  • dudedud - Friday, October 5, 2018 - link

    I was sure that only the A$X were 128bit, but i would also want to know if this had changed.
  • RSAUser - Saturday, October 6, 2018 - link

    A12 is definitely not in the laptop class unless you're looking at the extreme low power usage tier.

    Just because it is quite a but faster than the equivalent on mobile does Not mean it can compete at a different power envelope. If that were true, Intel would already have dominated the SoC market. It requires a completely different CPU design. It's wwhy they can use it for the touchbar on the macbook but not as a main processor.
  • ws3 - Sunday, October 7, 2018 - link

    This review did not compare the A12 with “mobile” Intel chips but rather with server chips. The A12 is on par with Skylake server CPUs on a single threaded basis. Let that sink in.

    As to why Intel doesn’t dominate the SoC space, Intel’s designs haven’t been energy efficient enougj and also the x86 instruction set offers no advantage on mobile.
  • tipoo - Thursday, October 18, 2018 - link

    It's already competing with laptop and desktop class chips, not just mobile fare. It's up there per core with Skylake server, and NOT normalized per clock, just core vs core.

    It's like people don't read these articles year over year and are still using lines from when A7 arrived...
  • tipoo - Thursday, October 18, 2018 - link

    Only the A10X and A8X were 128 bit, on mobile that's still power limited for memory bandwidth.
  • juicytuna - Friday, October 5, 2018 - link

    Apple's big cores are like magic at this point. 2-3x the performance per watt of the nearest competitors is just ridiculous.
  • sing_electric - Friday, October 5, 2018 - link

    I know this is almost a side point, but this really goes to show what a mess Android (Google/Qualcomm) is compared to iOS. At the rate Snapdragon is improving, it'll be 2020/2021 before Qualcomm sells a chip as fast as 2017's A11, and Google is shooting itself in the foot by not having APIs available that take advantage of Snapdragon's (relative) GPU strength.

    That's on top of other long-term Android issues (like how in 2018, Android phones still can't handle a 1:1 match of finger movement to scrolling, which the iPhone could in 2008). Honestly, if I wasn't so invested in Android at this point, I really consider switching now.

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