The 2018 GPU Benchmark Suite & the Test

Another year marks another update to our GPU benchmark suite. This time, however, is more in line with a maintenance update than it is a complete overhaul. Although we've done some extended compute and deep learning benchmarking in the past year, and even some HDR gaming impressions, our compute and synthetic lineup remains largely the same. But before getting into the details, let's start with the bulk of benchmarking, and the biggest reason for these cards anyhow: games.

Joining the 2018 game list is Far Cry 5, Wolfenstein II, Final Fantasy XV and Middle-earth: Shadow of War. We are also bringing in F1 2018 and Total War: Warhammer II. Returning from last year is Battlefield 1, Ashes of the Singularity: Escalation, and Grand Theft Auto V. All-in-all, these games span multiple genres, differing graphics workloads, and contemporary APIs, with a nod towards modern and relatively intensive games.

AnandTech GPU Bench 2018 Game List
Game Genre Release Date API(s)
Battlefield 1 FPS Oct. 2016 DX11
(DX12)
Far Cry 5 FPS Mar. 2018 DX11
Ashes of the Singularity: Escalation RTS Mar. 2016 DX12
(DX11, Vulkan)
Wolfenstein II: The New Colossus FPS Oct. 2017 Vulkan
Final Fantasy XV: Windows Edition JRPG Mar. 2018 DX11
Grand Theft Auto V Action/Open world Apr. 2015 DX11
Middle-earth: Shadow of War Action/RPG Sep. 2017 DX11
F1 2018 Racing Aug. 2018 DX11
Total War: Warhammer II RTS Sep. 2017 DX11
(DX12)

That said, Ashes as a DX12 trailblazer may not be as hot and fresh as it once was, especially considering that the pace of DX12 and Vulkan adoption in new games has waned. The circumstances are worth an investigation on their own, but the learning curve required in modern low-level API and the subsequent return may not be convincing right now. As a more general remark, most developers and publishers tend not to advertise or document DX12 support as much as they used to, nor is it clearly labelled in game specifications as many times DX11 is the unmentioned default.

Particularly for NVIDIA and GeForce RTX, pushing DXR and raytracing means pushing DX12, of which DXR is a component. The API has a backstop in the form of Xbox consoles and Windows 10, and if multi-GPU is to make a comeback, whether that's via compatible workloads (VR), flexible usage (ray tracing workload topologies), or just the plain old inevitability of Moore's Law. So this is less likely to be the slow end of DX12.

In terms of data collection, measurements were gathered either using built-in benchmark tools or with AMD's open-source Open Capture and Analytics Tool (OCAT), which is itself powered by Intel's PresentMon. 99th percentiles were obtained or calculated in a similar fashion, as OCAT natively obtains 99th percentiles. In general, we prefer 99th percentiles over minimums, as they more accurately represent the gaming experience and filter out any artificial outliers.

We've also swapped out Blenchmark, which seems to have been abandoned in terms of updates, in favor of a BMW render from the Blender Institute Cycles Benchmark, and a more recent one from a Cycles benchmark developer on Blenderartists.org. There were concerns with Blenchmark's small tile size, which is not very applicable to GPUs, and in terms of usability we also ran into some GPU detection errors which were linked to inaccurate Blenchmark Python code.

Otherwise, we are also keeping an eye on a few trends and upcoming developments:

  • MLPerf machine learning benchmark suite
  • Blender Benchmark
  • Futuremark's 3DMark DirectX Raytracing benchmark
  • DXR and Vulkan raytracing extension support in games

Another point is that we do not have a permanent HDR monitor for our testbed, which would be necessary to incorporate HDR game testing in the near future; 5 games in our list actually support HDR. And as we look at technologies that enhance or alter image quality (e.g. HDR, Turing's DLSS), we will want to find a better way of comparing differences. This is particularly tricky with HDR as screenshots are inapplicable and even taking accurate photographs will most likely be viewed on an SDR screen. With DLSS, there is a built-in reference quality based on 64x supersampling, which in deep learning terms is the 'ground truth'; an intuitive solution would be to use a neural network based method of analyzing quality differences, but that is likely beyond our scope.

The following tech demos and test applications were provided via NVIDIA:

  • Star Wars 'Reflections' Demo (includes real time ray tracing and DLSS support)
  • Final Fantasy XV Official Benchmark (includes DLSS support)
  • Asteroids Demo (features mesh shading and variable LOD)
  • Epic Infiltrator Demo (features DLSS)

The Testbed

Because NVIDIA is not productizing any other reference-quality GeForce RTX 2080 Ti and 2080 card besides the Founders Editions, which are non-reference by specifications, we've gone ahead and emulated the true reference specifications with a 90MHz downclock and lowering the TDP by roughly 10W. This is to keep comparisons standardized and apples-to-apples, as we always look at reference-to-reference results.

In a classic case of Murphy's Law, our usual PSU started malfunctioning around the time of the review, but given the time constraints we couldn't do a 1:1 replacement in time. As it is a digital PSU, we were beginning to use it for PCIe power readings to augment system measurements, but for now we will have to stick power draw at the wall. For the time being, we've swapped it out with another high-quality and high-wattage PSU.

CPU: Intel Core i7-7820X @ 4.3GHz
Motherboard: Gigabyte X299 AORUS Gaming 7 (F9g)
Power Supply: Corsair AX860i
EVGA 1000 G3
Hard Disk: OCZ Toshiba RD400 (1TB)
Memory: G.Skill TridentZ DDR4-3200 4 x 8GB (16-18-18-38)
Case: NZXT Phantom 630 Windowed Edition
Monitor: LG 27UD68P-B
Video Cards: AMD Radeon RX Vega 64 (Air Cooled)
NVIDIA GeForce RTX 2080 Ti Founders Edition
NVIDIA GeForce RTX 2080 Founders Edition

NVIDIA GeForce GTX 1080 Ti Founders Edition
NVIDIA GeForce GTX 1080 Founders Edition
NVIDIA GeForce GTX 980 Ti
NVIDIA GeForce GTX 980
Video Drivers: NVIDIA Release 411.51 Press
AMD Radeon Software Adrenalin Edition 18.9.1
OS: Windows 10 Pro (April 2018 Update)
Spectre/Meltdown Mitigations Yes, both
Meet The GeForce RTX 2080 Ti & RTX 2080 Founders Editions Cards Battlefield 1
Comments Locked

337 Comments

View All Comments

  • AnnoyedGrunt - Friday, September 21, 2018 - link

    I think it was actually much less, judging by comments made in one of the reviews I linked. Maybe around $350 or so, which was very expensive at the time. It is true that it was a revolutionary card, but at the same time it was greeted with a lukewarm reception from the gaming community. Much like the 20XX series. I doubt that the 20XX will seem as revolutionary in hindsight as the GeForce256 did, but the initial reception does seem similar between the two. Will be interesting to see what the next year brings to the table.

    -AG
  • eddman - Friday, September 21, 2018 - link

    Wow, that's just $525 now. I'm interested in old card prices because some people claim they have always been super expensive. It seems they have a selective memory. I'm yet to find a card more expensive than 2080 Ti from that time period.

    I'm not surprised that people still didn't buy many 256 cards. The previous cards were cheaper and performed close enough for the time.
  • abufrejoval - Thursday, September 20, 2018 - link

    I am pretty sure I'll get a 2080ti, simply because nothing else will run INT4 or INT8 based inference with similar performance and ease of availability and tools support. Sure, when you are BAIDU or Facebook, you can buy even faster inference hardware or if you are Google you can build your own. But if you are not, I don't know where you'll get something that comes close.

    As far as gaming is concerned, my 1080ti falls short on 4k with ARK, which is noticeable at 43". If the 2080ti can get me through the critical minimum of 30FPS, it will have been worth it.

    As far as ray tracing is concerned, I am less concerned about its support in games: Photo realism isn't an absolute necessity for game immersion.

    But I'd love to see hybrid render support in software like Blender: The ability to pimp up the quality for video content creation and replace CPU based rander farms with something that is visually "awsome enough" points towards the real "game changing" capacity of this generation.

    It pushes three distinct envelopes, raster, compute and render: If you only care about one, the value may not be there. In my case, I like the ability to explore all three, while getting an 2080ti for me allows me to push down an 1070 to one of my kids still running an R290X: Christmas for both of us!
  • mapesdhs - Thursday, September 27, 2018 - link

    In the end though that's kinda the point, these are not gaming cards anymore and haven't been for some time. These are side spins from compute, where the real money & growth lie. We don't *need* raytracing for gaming, that glosses over so many other far more relevant issues about what makes for a good game.
  • Pyrostemplar - Thursday, September 20, 2018 - link

    High performance and (more than) matching price. nVidia seemingly put the card classification down one notch (x80 => x70; Ti => x80; Titan => Ti) while keeping the prices and overclocked then from day one so it looks like solid progress if one disregards the price.

    I think it will be a short lived (1 year or so) generation. A pricey stop gap with a few useless new features (because when devs catch up and actually deploy DXR enabled games, these cards will have been replaced by something faster).
  • ballsystemlord - Thursday, September 20, 2018 - link

    Spelling/grammar errors (Only 2!):
    Wrong word:
    "All-in-all, NVIDIA is keeping the Founders Edition premium, now increased to $100 to $200 over the baseline"
    Should be:
    "All-in-all, NVIDIA is keeping the Founders Edition premium, now increased from $100 to $200 over the baseline"
    Missing "s":
    "Of course, NVIDIA maintain that the cards will provide expected top-tier"
    Should be:
    "Of course, NVIDIA maintains that the cards will provide expected top-tier"
  • Ryan Smith - Thursday, September 20, 2018 - link

    Thanks!
  • ballsystemlord - Thursday, September 20, 2018 - link

    Nate! Can you add DP folding @ home benchmark numbers? There were none in the Vega review and only SP in this Nvidia review.
  • SanX - Thursday, September 20, 2018 - link

    Author thinks that all gamers buy only fastest cards? May be. But I doubt all of them buy the new generestion card every year. In short, where are comparisons to 980/980Ti and even 780/780Ti? Owners of those cards are more interested to upgrade.
  • milkod2001 - Friday, September 21, 2018 - link

    See from top menu on right, there is a bench where you can see results. I presume they add data to huge database soon. And yes,people are talking about high end GPU but most are spending $400 max. for it.

Log in

Don't have an account? Sign up now