Conclusion

Perhaps the biggest buzzword in technology right now is AI, and the industry is hard at work to keep up with the demand and find new and more effective use cases to capitalize on it. Last year, Intel unveiled their Meteor Lake SoC architecture, which not only brings an entirely new tiled architecture design to its mobile portfolio but also drives much of Intel's marketing and focus, which includes the Neural Processing Unit (NPU) found within the SoC tile. While the Intel AI Boost NPU and AMD's equivalent Ryzen AI aren't as complex or transformative to all areas of AI performance, there are specific low-impact use cases where chip vendors expect these processing blocks to be utilized.

That being said, the Intel Core Ultra line is much more than just its NPU. Meteor Lake represents a paradigm shift in how CPUs are assembled in the realm of mobile computing, with the combination of four primary tiles fabbed on different manufacturing processes, all rolled into one SoC for notebook vendors to use. These include the SoC tile, which houses the Intel AI Boost NPU, two low power-island (LP) CPU cores, and a new graphics tile, which includes Intel's Arc-based Xe LPG integrated graphics. Also new to the table and building on the heterogeneous nature of using performance (P) and efficiency (E) cores is the compute tile, built on Intel's latest process and brings the Intel 4 into the mix.


A tray of Intel Meteor Lake processors (credit: Intel)

Core Ultra 7 155H Performance Summary

In this review,  we've tested Intel's Meteor Lake SoC, the Intel Core Ultra 7 155H, in two forms: ASUS's Zenbook 14 OLED UX3405 ultrabook, which was Intel's official sample hardware for this launch, as well as MSI's Prestige 13 Evo A1MG, a slightly smaller and compact ultrabook. While both devices are similar in configuration, this gives us a second look a Core Ultra's performance, to make sure what we're seeing with the ASUS laptop is similar to what's going on other devices.

For our comparative analysis, we've put the Core Ultra 155H up against AMD's Ryzen 9 7940HS, which is an 8C/16T SKU based on AMD's Phoenix die. Fabbed on TSMC's 4nm node and built from AMD's Zen 4 CPU cores, it provides a good level of competition – though it does get a significant advantage in our tests from the much higher 42 Watt TDP afforded by the Razer laptop it's in. To make things a bit closer to apples-to-apples, we dialed down the Ryzen 9 7940HS to the base TDP of 35 Watts, as it was drawing more power which did give it a distinct advantage in multi-threaded applications. We've also tossed in AMD's Phoenix die in desktop form with the Ryzen 5 8600G, to provide a baseline for how these mobile chips compare to a basic desktop CPU.

(4-1c) Blender 3.6: Fishy Cat (CPU Only)

The Intel Core Ultra 7 155H, when considering all areas of performance, is generally a mixed bag. In some areas, Intel's Meteor Lake SoC shines and is competitive; others don't quite make the big splash that Intel wanted. In cases where Meteor Lake doesn't provide much competition, they are in intensive multi-threaded workloads, such as Blender. As we can see above, the Core Ultra 7 155H is below the capabilities of AMD's Ryzen 9 7940HS, even when we've power-limited it to between 35 W and 39 W. We know Zen 4 is a highly efficient architecture when dropping power, as seen from our numerous reviews of AMD's Ryzen 7000 series.

(5-6c) Dwarf Fortress 0.44.12 World Gen 257x257, 550 Yr

Moving to simulation, things are much more competitive, with the Intel Core Ultra 7 155H actually sitting above not only the Ryzen 9 7940HS but also the adapted Ryzen 5 8600G APU. All three use the same AMD Phoenix-based silicon. Results vary depending on the type of simulation, but it's good to see use cases where Intel's Meteor Lake chip shines.

(6-4) UL Procyon AI Computer Vision: ResNet 50 (INT8)

One of the key areas where Intel is advertising Meteor Lake to shine is in AI. However, many current AI inferencing workloads don't use (or, at least, strongly benefit from) dedicated NPUs, such as Intel's AI Boost NPU, and fewer still can use AMD's Ryzen AI engine. None the less, both hardware vendors and software vendors are making significant investments in the ecosystem around NPUs, both to provide more powerful hardware and software to make use of them. So the importance of NPUs will only grow from here as the PC industry looks to push their AI PC branding initiative.

At a high level, NPUs are intended to offer better power efficiencies and higher overall performance than GPUs and CPUs when it comes to the dense matrix math at the core of many modern AI models. Putting Meteor Lake's NPU to the test through UL's updated Procyon Computer Vision AI benchmark, we can see that in this particular benchmark with OpenVino and the ResNet 50 model using an integer floating point, the NPU within the Core Ultra 7 155H performed very well, with the Arc Xe integrated graphics coming in around 31% behind when counting the total number of inferences.


(Click to enlarge)

Intel AI Boost (NPU) within Meteor Lake aims to improve efficiency by offloading inferencing workloads from the CPU and GPU directly onto the NPU. While it's not a one-size-fits-all approach, as currently, Intel's NPU can't be utilized by a vast array of workloads and situations yet, there's certainly some benefit to be had by implementing the NPU. As we can see by using the UL Procyon AI Computer Vision benchmark with the OpenVino option enabling each of the core components to be tested (NPU, CPU, GPU), we can see that offloading onto the NPU offers a massive power saving of around between 10-12 W over using the CPU on its own.

Even compared to the GPU, the NPU is again more power efficient, saving around 3-4 W on average while delivering 46% higher performance in this benchmark. The biggest gain is clearly offloading from the CPU to the NPU, which over a prolonged period of time will certainly save battery life. Still, depending on what else is happening in the background, it could be a case of multiple elements being utilized by different programs and background tasks.

IGP Company of Heroes - 1080p Medium - Average FPS

Focusing on gaming performance when comparing Intel's latest Arc Xe LPG mobile integrated graphics directly to AMD's preexisting Radeon 780M and 760M, things generally come down to what title is being played. Intel wins out in Returnal, which does seem to favor Intel chips from what we've seen so far, although things are very competitive at 1080p Medium settings in Company of Heroes 3, as seen above. The ASUS Zenbook 14 OLED performs better than the MSI Prestige 13 Evo in most games we tested, although it is a smaller ultrabook and operates with a lower overall power envelope. Still, performance is decent and very competitive when things rely more on the Arc Xe LPG graphics cores than the CPU, as we saw in Total War Warhammer 3, where 5% lows were not up to the required standard expected.

ASUS Zenbook 14 OLED UX3405: A Solid Representation of a Core Ultra Ultraportable

Before we wrap things up, we must pay credence to the ASUS Zenbook 14 OLED UX3405 ultrabook. It isn't only the delivery platform for Meteor Lake that we've been testing. Still, the Zenbook 14 OLED has plenty to offer for users on the go who are looking for an ultraportable notebook with a slim yet exquisite and stylish chassis.

Overall, the UX3405, it looks very similar to its predecessors in design. Still, it harnesses plenty of capability through the specifications, including but not limited to Intel's latest Core Ultra 7 155H 22-core (6P+8E+2LP) mobile processor/SoC. Also included is 32 GB of LPDDR5X memory, which at least for one more generation of products, remains soldered into the mainboard. This leaves storage as the only end-user upgradeable option, although the included 1 TB PCIe 4.0 x2 M.2 NVMe drive is already plenty adequate for a laptop such as this.

Other ASUS Zenbook 14 OLED UX3405 features include Intel's AX211 Wi-Fi 6E wireless interface, which supports the latest Bluetooth 5.3 devices. There are also dual Thunderbolt 4-capable USB Type-C ports, which support charging and external displays – and indeed, USB-C charging is the only charging offered on this laptop. Much of the focus with this laptop surrounds the 14-inch 2880 x 1800 touchscreen and all the vibrancy expected from an OLED panel. It also offers a variable refresh rate, where users can select between 60 Hz or reap the benefits of a faster 120 Hz panel. However, unlike on gaming laptops, this is primarily for smoother video playback and isn't designed as a gaming feature.

Final Thoughts: Meteor Lake Core Ultra 7 155H Trades-off Performance For Efficiency

Wrapping up our review of the Intel Core Ultra 7 155H, Intel has set about creating a chip that, unlike its last couple of generations of hardware, has a true mobile-first focus. To be sure, Core Ultra packs no shortage of performance, but everything from the focus on efficiency to the inclusion of an NPU, and I/O features like Thunderbolt 4 make this scream a laptop chip. Which, with laptops being the bulk of the PC market these days, is where all the action is from a volume standpoint.

From the perspective of the ASUS Zenbook 14 OLED UX3405MA, it's particularly commendable, with things such as the sound quality of the Harmon Kardon speakers and the vibrancy of the 14-inch OLED panel delivering a good user experience combined with the Core Ultra 7 155H. That being said, having such a lightweight and thin chassis poses trade-offs that cannot be ignored, in that it somewhat limits the full performance of Intel's Core Ultra 7 155 Meteor Lake SoC. This is after all an H-class chip, which goes in to everything upwards of 16-inch workstation laptops, so it doesn't get to fully stretch its legs in a 28 Watt ultraportable chassis. Thankfully, even when Core Ultra doesn't get to stretch its legs in terms of performance, it does get to do so in terms of energy efficiency and battery life, and the ASUS unit certainly delivered in this particular area, with runtimes in productivity workloads easily exceeding 12 hours.


The ASUS Zenbook 14 OLED UX3405MA is just 14.9 mm thick

In summary, the Intel Core 7 Ultra 155H makes a strong case as a versatile mobile processor with decent levels of compute performance, some really advantageous AI inferencing efficiency in situations where AI workloads can be offloaded onto the NPU, and solid mobile gaming performance due to the inclusion of Intel's Arc Xe LPG integrated graphics. Like in many situations, results may vary depending on the workload and the task, and for those with a high reliance on single-threaded performance and short workloads, the Core Ultra 7 155H performance is great. On the multi-thread side, power becomes a big factor, and at least in a 28 Watt chassis, there's not enough headroom to let all 16 of those CPU cores reach their full potential.

On the graphics front, the Intel Core Ultra's integrated Arc Xe LPG graphics positions it as a formidable contender in a highly competitive market, especially compared to AMD's rival, the Radeon 780M. While the rest of the Core Ultra 7 155H adeptly handles a range of tasks, from everyday productivity to more demanding applications, the levels of performance on offer may not satisfy the demand from some users who are used to more powerful chips.

Better power efficiency usually means longer battery life, and this is a trade-off potential buyers must decide for themselves. Finding the middle ground between the two ideals of performance and power efficiency is a priority for most chip makers. Meteor Lake does a good job at landing between both metrics, but Intel leans more toward the efficiency side than raw throughput performance.

Ultimately, if we're being pragmatic in our evaluation, the Intel Core Ultra 7 155H isn't going to win any awards for performance or deliver the levels of performance that make most users drop their jaws in awe, but that's not what Meteor Lake is all about. Instead, Meteor Lake is about delivering a high efficiency chip to better compete with the AMDs, Apples, and soon-to-be-Qualcomms of the world, all the while validating Intel's first serious disaggregated architecture (sorry, Lakeview). In terms of efficiency and the performance of the Arc Xe LPG iGPU, it's a very good win for Intel, but perhaps users looking for a bit more compute grunt may need to look elsewhere.

Think of Meteor Lake as the stepping stone for Intel's client computing portfolio, upon which the tiled architecture can be built, as well as improving on things such as scalability and node flexibility within the full package of tiles implemented. As we expect more details to come out later this year about Arrow Lake and Lunar Lake, Meteor Lake does a good job overall in planting the seed of how well a mobile tiled architecture can pave the way for the next generation of tiled client processors, especially as Intel moves ahead on their '5 nodes in 4 years' commitment, with Intel 3 already in manufacturing and Intel 20A looking set to come online this year.

ASUS Zenbook 14 OLED UX3405MA: Battery & Thermal Performance
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  • Dante Verizon - Thursday, April 11, 2024 - link

    Too strange... in the spec2017 test that represents Blender MeteorLake wins but in the real Blender test it loses? Great Reply
  • Dante Verizon - Thursday, April 11, 2024 - link

    The iGPU performance of desktop APUs is also abnormally low. Reply
  • Gavin Bonshor - Friday, April 12, 2024 - link

    Could you please elaborate? Did another publication's results land higher? Did they run JEDEC memory settings? Reply
  • ballsystemlord - Thursday, April 11, 2024 - link

    That near 50% increase in DRAM access latency coupled with the higher thermal limitations is probably what's holding the 115H back. Reply
  • Ryan Smith - Thursday, April 11, 2024 - link

    Keep in mind that they're different workloads with different versions of Blender. The version in SPEC2017 is from 7 years ago, which was the Blender 2.7 era. Reply
  • mode_13h - Monday, April 15, 2024 - link

    spec2017 is using an old version of Blender that's frozen in time. That's needed to make all spec2017 results comparable with each other.

    In the individual Rendering benchmarks, Gavin used a reasonably current version of Blender (3.6 is a LTS release from June 27, 2023), probably also built with a different compiler.
    Reply
  • Hulk - Thursday, April 11, 2024 - link

    "AMD Arc" in GPU specs? Reply
  • Gavin Bonshor - Friday, April 12, 2024 - link

    Yeah, that was a really weird one. It has since been corrected. Reply
  • Fozzie - Thursday, April 11, 2024 - link

    Why is the text seemingly out of line with the actual results? Repeatedly it is describing wins for the U7 155H that don't seem to be backed up in the actual benchmarks. For example:

    "As we can see from our rendering results, the Intel Core Ultra 7 155H is very competitive in single-threaded performance and is ahead of AMD's Zen 4 mobile Phoenix-based Ryzen 9 7940HS."

    Actually, the graphs don't show a single instance of the Ultra 7155H besting the Ryzen 9 7940HS in ALL of the preceding graphs.

    "Looking at performance in our web and office-based testing, in the UL Procyon Office-based tests using Microsoft Office, the Core Ultra 7 155H is actually outperforming the AMD Ryzen 9 7940HS, which is a good win in itself."

    How is 6,792 greater than 7,482? How is 6,978 higher than 7,162?

    Did the benchmarks get updated after the text was written? Did someone write the summary text and not pay attention to "Higher is better" vs "Lower is better"?
    Reply
  • phoenix_rizzen - Thursday, April 11, 2024 - link

    The text describing the Spec tests are also incorrect.

    "Even though the Core Ultra 7 155H is technically an SoC, it remains competitive in the SPECint2017 section of our single-thread testing against the Ryzen 9 7940HS. The AMD chip performs better in two of the tests (525.x264_r and 548.exchange2_r); on the whole, Intel is competitive."

    Except the graph shows the AMD system beating the Intel system in 7 tests and only losing by a small margin in 3 of them. The AMD system even beats the Intel desktop system in 4 tests and ties it in 1.

    "In the second section of our single-threaded testing, we again see a very competitive showing in SPECfp2017 between the Intel Core Ultra 7 155H and the AMD Ryzen 9 7940HS. The only test we see a major gain for the Ryzen 9 7940HS is in the 503.bwaves_r test, which is a computational fluid dynamics (CFD) simulation."

    Except the AMD system wins in 4 tests, essentially ties in 5 tests, and only loses in 2. It even beat the desktop system in 3 tests.

    The text is nowhere near consistent with the graphs.
    Reply

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