The Fastest for Serial Workloads

If you asked ‘what made the best processor’ fifteen years ago, the obvious answers were performance, power and price. As time has marched on, this list has started to include integrated graphics, bandwidth, platform integration, platform upgradability, core-to-core latency, and of course, cores. Marching up from a single x86 core through to CPUs that carry 10 cores for consumers, 28 cores for enterprise and 72 cores for add-in cards makes the task of creating a perfect processor almost impossible – there is no way to satisfy all of the properties that build a processor today. Both AMD and Intel start from basic building blocks (a single core) and then configure processors around that core, adding in more cores, connectivity, and then binning to the right voltage/frequency and pricing appropriately. The end result is a stack of processors aimed at different segments of the market.

The pair of Kaby Lake-X processors cover one main area listed above more than any others: core performance. By having the latest CPU microarchitecture and placing it on the newest high-end desktop platform there is room at the top for more frequency leading to a higher pure performance product. As a byproduct these CPUs are power efficient, leading to a high performance per watt, and are situated in a platform with extensive IO options. Ultimately this is where the Kaby Lake-X customer will sit: someone who wants high single thread performance but is not after massive multi-core performance. This would typically cover the majority of gamers and enthusiasts, but not necessarily content creators.

The benefits in the benchmarks are clear against the nearest competition: these are the fastest CPUs to open a complex PDF, at the top for office work, and at the top for most web interactions by a noticeable amount.

The downsides are pure throughput workflows, such as neuron simulation, rendering and non-video encoding.

The parts in the middle are the ones to dissect, and these get interesting. Let me pull up a few graphs that illustrate this middle of the road position: Chromium Compilation, Agisoft Photoscan and WinRAR.

Office: Chromium Compile (v56)

System: Agisoft Photoscan 1.0 Total Time

Encoding: WinRAR 5.40

These three results show the Core i7-7740X performing above any AMD chips of similar price, but the Core i5-7640X performing below any Ryzen 7 or Ryzen 5 parts. This comes down to the workload in each of these benchmarks, and how the processor configurations affect that. All three of these real-world benchmarks are variable-thread workloads. Some elements are serialized and rely on a high single-thread performance, while other elements are fully parallelizable and can take advantage of cores and threads (sometimes threads do not necessarily help). The benchmarks are ultimately limited by Amdahl’s Law, where single thread speed affects the whole test, but multiple-threads only helps the parallelizable parts. With sufficiently parallelizable code, it becomes a balance between the two.

So for the Core i7-7740X, up against the Ryzen 7 1700 at an equivalent price, the Core i7 has eight threads and the Ryzen 7 has sixteen, but the Core i7 has a much higher single thread performance. So for these benchmarks, having a high performance metric like this means that despite having half the cores/threads of the AMD part, the Core i7 can take the lead very easily.

But the Core i5-7640X has a different task. It has four cores, like the Core i7, but no hyperthreading, so it sits at four threads. Its direct competitor, the Ryzen 5 1600X, has six cores with simultaneous multithreading, leading to twelve threads. This gives the AMD processor a 3:1 advantage in threads, and for each of these three benchmarks it can parallelize the code sufficiently that the single thread performance of the Intel CPU is not enough. Moving from a 2:1 ratio with the Core i7 to a 3:1 ratio with the Core i5 is a turning point for ST performance compared to MT performance.

So with the X299 confusion, are these CPUs worth recommending?

When Kaby Lake-X first came out, a number of technology experts were confused at Intel’s plans. It made sense to launch the latest microarchitecture on the high-end desktop platform, although launching it in a quad-core form was an idea out-of-left-field, especially for a platform that is geared towards multiple cores, more memory, and more memory bandwidth. In that paradigm, the Kaby Lake-X is an oddball processor design choice.

There are bigger factors at play however – if Intel launched 6-10 core parts on KBL, it would cannibalize their Skylake-X and Skylake-SP sales. Also, as we’ve seen with Skylake-X CPUs, those enterprise cores are now different to the consumer Skylake-S cores, with different cache structures and AVX-512. So if Intel had launched >4 cores on KBL-X, they would have likely had to scrap Skylake-X.

But that’s a slight tangent.

The Core i7-7740X appeals to users who want the fastest out-of-the-box single thread x86 processor on the market today. This means financial traders, gamers, and professionals working with serial code bases, or anyone with deep pockets that might think about upgrading to Skylake-X in the future. Enthusiast overclockers are likely to find the better binned CPUs fun as well.

That’s if you do not mind paying a premium for the X299 platform. For users who mind the cost, the Core i7-7700K is 98% of the way there on performance but can save a hundred dollars on the motherboard and offers the same functionality. In some of our benchmarks, where despite the high single thread performance having more cores helped, then spending a little more on the Skylake-X six-core Core i7-7800X is beneficial: for example, Luxmark and POV-Ray scored +33% for the 7800X over the 7740X.

The Core i7-7740X makes certain sense for a number of niche scenarios. By contrast, the Core i5-7640X doesn’t make much sense at all. There’s still the benefit of high single-thread performance and some good gaming performance in older titles, but in the variable threaded workloads it loses to AMD’s processors, sometimes by as much as 45%.  For a chip that comes in at $242, users should expect to pay about the same on a motherboard – whereas either an AMD part or the Core i5-7600K can go in a $120 motherboard and still be overclocked.

There are only two scenarios I can see where the Core i5 adds up. Firstly, users who just want to get onto X299 now and upgrade to a bigger CPU for quad-channel memory and more PCIe lanes later. The second is for professionals that know that their code cannot take advantage of hyperthreading and are happy with the performance. Perhaps in light of a hyperthreading bug (which is severely limited to minor niche edge cases), Intel felt a non-HT version was required.

In our recent CPU Buyers’ Guide (link autoupdates to the latest CPU guide) we suggested the Core i7-7740X for anyone wanting a Peak VR experience, and we still stand by that statement. It has enough threads and the biggest grunt to take on VR and the majority of enthusiast gaming experiences, if a user has pockets big enough.

The recommendations of the new CPUs boil down to platform costs. They seem a minor upgrade to the Kaby Lake-K processors and the Z270 platform, which is a platform that caters to a big audience with a more cost-sensitive structure for motherboards in mind. 

Power Consumption and Overclocking to 5.0 GHz
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  • Spoelie - Monday, July 24, 2017 - link

    On the first page, I assume the green highlight in the processor charts signifies an advantage for that side. Why are the cores/threads rows in the Ryzen side not highlighted? Or is 8/16 not better than 4/8?
  • Ian Cutress - Monday, July 24, 2017 - link

    Derp. Fixed.
  • Gothmoth - Monday, July 24, 2017 - link

    intel must really push money into anandtech. :) so many interesting things to report about and they spend time on a niche product.....
  • Ian Cutress - Monday, July 24, 2017 - link

    This has been in the works for a while because our CPU failed. I work on the CPU stuff - other editors work on other things ;) If you've got an idea, reach out to us. I can never guarantee anything (I've got 10+ ideas that I don't have time to do) but if it's interesting we'll see what we can do. Plus it helps us direct what other content we should be doing.
  • halcyon - Monday, July 24, 2017 - link

    This is an amazing amount of benchmarking with many options. thank you. Must have been a lot of work :-)
    The obvious idea is this:

    Gaming (modern CPU limited and most played games) & Productive work (rendering, encoding, 4K video work, R/statistics/Matlab)

    Test those under 4c/8t and 8c/16t CPUs both from AMD and Intel - all at most common non-esoteric overlock levels (+/-10%).

    This is what many of your readers want:

    How much does c. 5Ghz 4c/8t do vs 4.x Ghz 8c/16t when taken to it's everyday stable extreme, in modern games / productivity.

    The web is already full of benchmarks at stock speed. Or overclocked Ryzen R 7 against stock Intel, or OC intel against overclocked Ryzen - and the game/app selections are not very varied.

    The result is a simple graph that plots the (assumed) linear trend in performance/price and shows any deviations below/above the linear trend.

    Of course, if you already have the Coffee lake 6c/12t sample, just skip the 4c/8t and go with 6c/12t vs 8c/16 comparision.

    Thanks for all the hard work throughout all these years!
  • Ryan Smith - Monday, July 24, 2017 - link

    "so many interesting things to report about and they spend time on a niche product....."

    What can we say? CPUs have been our favorite subject for the last 20 years.=)
  • user_5447 - Monday, July 24, 2017 - link

    "For 2017, Intel is steering the ship in a slightly different direction, and launching the latest microarchitecture on the HEDT platform."

    Skylake-S, Kaby Lake-S and Kaby Lake-X share the same microarchitecture, right?
    Then Skylake-X is newer microarchitecture than Kaby Lake-X (changes to L2 and L3 caches, AVX-512).
  • Ian Cutress - Monday, July 24, 2017 - link

    Correct me if I'm wrong: SKL-SP cores are derived from SKL-S, and 14nm. KBL-S/X are 14+, and shares most of its design with SKL-S, and the main changes are power related. Underneath there's no real performance (except Speed Shift v2), but Intel classifies Kaby Lake as its latest non-AVX512 IPC microarchitecture.
  • user_5447 - Monday, July 24, 2017 - link

    Kaby Lake-S has some errata fixes compared to Skylake-S. AFAIK, this is the only change to the CPU core (besides the Speed Shift v2, if it even involved hardware changes).
    David Kanter says Skylake-X/EP is 14+ nm http://www.realworldtech.com/forum/?threadid=16889...
  • extide - Wednesday, July 26, 2017 - link

    I have a buddy who works in the fabs -- SKL-X is still on plain 14nm

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