NVIDIA GPU Compute Benchmarks

Benchmarks for a future article.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2106089-IB-NVIDIACOM84
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RTX 2060 SUPER
June 03 2021
  7 Hours, 7 Minutes
RTX 2070
June 06 2021
  7 Hours, 8 Minutes
RTX 2070 SUPER
June 05 2021
  6 Hours, 3 Minutes
RTX 2080
June 03 2021
  6 Hours, 9 Minutes
RTX 2080 SUPER
June 05 2021
  5 Hours, 28 Minutes
RTX 2080 Ti
June 06 2021
  4 Hours, 47 Minutes
TITAN RTX
June 04 2021
  4 Hours, 45 Minutes
RTX 3060
June 04 2021
  5 Hours, 58 Minutes
RTX 3060 Ti
June 05 2021
  5 Hours, 10 Minutes
RTX 3070
June 04 2021
  4 Hours, 37 Minutes
RTX 3070 Ti
June 02 2021
  4 Hours, 49 Minutes
RTX 3080
June 03 2021
  4 Hours, 1 Minute
RTX 3080 Ti
June 03 2021
  4 Hours, 36 Minutes
RTX 3090
June 02 2021
  4 Hours, 22 Minutes
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  5 Hours, 21 Minutes

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NVIDIA GPU Compute BenchmarksOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads)ASUS ROG CROSSHAIR VIII HERO (3402 BIOS)AMD Starship/Matisse16GB1000GB Sabrent Rocket 4.0 Plus + 2000GBNVIDIA GeForce RTX 2060 SUPER 8GBASUS NVIDIA GeForce RTX 2070 8GBNVIDIA GeForce RTX 2070 SUPER 8GBZotac NVIDIA GeForce RTX 2080 8GBNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA GeForce RTX 2080 Ti 11GBNVIDIA TITAN RTX 24GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3070 Ti 8GBNVIDIA GeForce RTX 3080 10GBNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 3090 24GBNVIDIA TU106 HD AudioNVIDIA TU104 HD AudioNVIDIA TU102 HD AudioNVIDIA GeForce RTX 3060NVIDIA GA104 HD AudioNVIDIA GA102 HD AudioASUS VP28URealtek RTL8125 2.5GbE + Intel I211Ubuntu 21.045.11.0-17-generic (x86_64)GNOME Shell 3.38.4X Server 1.20.11NVIDIA 465.314.6.0OpenCL 3.0 CUDA 11.3.1161.2.168GCC 10.3.0 + CUDA 11.3ext43840x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudiosMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionNVIDIA GPU Compute Benchmarks PerformanceSystem Logs- Transparent Huge Pages: madvise- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070: GPU Compute Cores: 2304- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080: GPU Compute Cores: 2944- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2080 Ti: GPU Compute Cores: 4352- TITAN RTX: GPU Compute Cores: 4608- RTX 3060: GPU Compute Cores: 3584- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3070: GPU Compute Cores: 5888- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3080: GPU Compute Cores: 8704- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 3090: GPU Compute Cores: 10496- Python 3.9.5- itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected

RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090Result OverviewPhoronix Test Suite100%176%252%328%404%BlenderChaos Group V-RAYLuxCoreRendervkpeakclpeakHashcatOctaneBenchMixbenchLeelaChessZeroRedShift DemoPlaidMLIndigoBenchSHOC Scalable HeterOgeneous ComputingVkResampleRealSR-NCNNArrayFireViennaCLcl-memFAHBenchWaifu2x-NCNN VulkanNAMD CUDA

RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090Per Watt Result OverviewPhoronix Test Suite100%121%141%162%Chaos Group V-RAYArrayFireMixbenchclpeakLuxCoreRenderLeelaChessZeroOctaneBenchIndigoBenchPlaidMLFAHBenchHashcatSHOC Scalable HeterOgeneous Computingcl-memP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.MP.W.G.M

NVIDIA GPU Compute Benchmarksbetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLlczero: OpenCLshoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - MD5 Hashshoc: OpenCL - S3Darrayfire: BLAS OpenCLarrayfire: Conjugate Gradient OpenCLv-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUblender: BMW27 - CUDAblender: BMW27 - NVIDIA OptiXblender: Classroom - CUDAblender: Classroom - NVIDIA OptiXblender: Fishy Cat - CUDAblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - CUDAblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - CUDAblender: Barbershop - NVIDIA OptiXindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomluxcorerender: DLSC - GPUluxcorerender: Rainbow Colors and Prism - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Orange Juice - GPUluxcorerender: Danish Mood - GPUfahbench: hashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSmixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Integernamd-cuda: ATPase Simulation - 327,506 Atomsoctanebench: Total Scoreredshift: cl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTviennacl: OpenCL BLAS - sCOPYviennacl: OpenCL BLAS - sAXPYviennacl: OpenCL BLAS - dCOPYviennacl: OpenCL BLAS - dAXPYviennacl: OpenCL BLAS - dDOTviennacl: OpenCL BLAS - dGEMM-NNviennacl: OpenCL BLAS - dGEMM-NTviennacl: OpenCL BLAS - dGEMM-TNviennacl: OpenCL BLAS - sDOTviennacl: OpenCL BLAS - dGEMV-Nviennacl: OpenCL BLAS - dGEMV-Tviennacl: OpenCL BLAS - dGEMM-TTrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Novkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4vkresample: 2x - Singlewaifu2x-ncnn: 2x - 3 - YesRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 30906.1398.489378.75128.87101.87146801110.73949.9603023.5318.3010188.7832611.242.07653080363.8530.15299.30143.45121.5061.15545.19183.311083.281767.4223.2997.3473.9314.133.914.512.88207.995528643142857939845714312914857144932273499008225.59221.6514480.237811.270.15502242.683228376396.8333.0288.2368.687122.60263.137090.6428032736838840124424424325537232576.12311.6428314.108311.488298.4616219.42258.32258.518246.828206.715437.697201.0122.3275.322380.72131.82104.17147301081.44954.2513112.8718.6702192.7062680.122.09151978564.8330.39308.70146.54122.6560.40556.43186.121113.491819.2523.4407.4093.8913.263.914.482.81205.308229405171429957124285713146571435006733555388377.73226.3214636.777995.960.15247242.942045374396.8324.0284.6369.267244.69267.897155.0727032236738840025125024825836931974.97511.4938449.258451.078439.9516496.22262.90262.868365.018319.685530.457362.1922.2975.305418.68152.36120.83173531144.901088.043269.4221.3879199.7173017.862.089793100851.8525.90174.2990.5697.7551.39361.62130.76595.811011.9524.4517.6484.9713.104.535.443.58227.9419339559000001104991428615357142865805674123889668.05256.3319471.039219.340.14323258.363708351392.0314.9289.0363.958456.17305.278446.2427832136338239727827828325837032564.22010.1659780.529791.339764.6719106.95305.23307.319756.509705.636445.648534.7219.8814.8535.0176.873442.29164.37129.95186601119.861099.393350.0024.0100197.2063346.882.07478095951.5229.08169.3486.7496.8650.15354.5129.02585.52975.2224.8817.7425.1512.164.695.583.71244.51843799864285712300142857169673333364276045288310803.63288.6621586.1810234.250.13801260.458052338396.8330.7290.2369.309258.58345.819079.5427832337038840432332032625137133432459.5569.49310901.1710886.6510871.1821212.96338.65341.3610862.1210806.247123.959468.3819.0534.648472.09183.11145.29205761168.271203.713719.3026.4571212.7383667.171.89779998150.7425.68160.4281.8895.6844.55344.55123.53555.03913.2625.7047.9685.3712.154.845.773.85261.56804174605714313596771429189361666771265050621711622.18314.8523388.2211161.700.13522270.302147322437.5347.0301.7405.7610434.55378.2510392.3328833040542744135334935425138935635054.0688.88011920.7611917.0311924.6723328.09371.68370.7711820.6711765.097814.8310383.0417.5164.395638.39235.75187.25277341180.651483.304835.1334.9652271.2474821.381.677990132438.4919.24152.3973.3072.4233.92283.9698.64548.91899.5933.35211.0316.8315.286.517.105.01305.31035407435714317815328571246056666789241064481314851.91409.0528438.0614731.970.13324359.843904245545.6447.0322.8507.0813781.33522.3113127.4630440447751851746946647531946037546844.2257.62916498.5116487.6116457.9132202.58513.77513.1016358.3516279.2710811.5714076.5714.7813.872652.41248.34197.09291681168.301578.375057.6536.7519288.6004994.931.6401006138636.7918.72152.7073.4369.4632.74281.0897.57551.44907.4635.31411.5927.0416.836.927.215.21307.58605668448571418687942857258308333394440067887515431.56425.4528374.4215399.950.13304382.421153233567.8494.7319.3530.2914490.00548.4813853.3930540349554253149649348631646237249541.9137.33717206.4817203.1517183.0433598.08535.94536.0217030.3916941.2811258.4414765.3813.5603.855340.13122.2597.37186751255.28934.1702770.7815.1591172.0833490.162.494852116843.8523.56127.1577.8784.5553.92316.30115.21962.31876.6825.8608.5045.3615.364.566.063.61182.0035240050142867762328571111970000042760929991312815.83178.2013379.485883.150.15471293.779725300318.0302.2270.0315.4412561.56214.356338.9027530631532732920420428922130367.13410.3626818.809039.776836.8313718.14213.55213.536809.186780.544488.855969.6523.1354.850456.40168.99133.75266392120.831153.043432.7621.6130211.7175040.872.0831256165831.8217.4285.3753.6661.6739.24218.4582.07596.57552.1134.00611.4517.1920.996.047.614.91236.50583415844285711068742857158990000058714542798918247.61255.2219243.598458.840.12928384.178014237393.1383.8293.2388.8716021.63303.928378.3928935937139939829129329232822433350.6358.3179684.3912854.499720.6719484.46304.87305.199700.509646.856403.148477.2317.6734.180495.68194.52154.05292532131.071135.093795.3525.5521218.3065790.342.0871417182828.9515.7376.0546.9954.1333.50189.9172.98507.79466.4237.36612.8928.2523.456.988.435.81267.06984028150000013145171429188668571468759150318821395.37302.0222837.3710033.780.12611413.181789227393.2380.4294.9389.2620072.72362.3010264.4728135837039739833833933732622133346.6337.81511498.1015292.8511572.6023200.57361.24362.4311545.0811492.637629.6710070.3217.5494.0354.2495.736513.37202.76160.06317392072.971536.784710.7626.2725286.1075805.751.6681486198227.8017.0973.4144.1852.6034.17184.7667.18501.65459.7838.94713.7338.7123.777.418.676.03267.28194147745714313375128571191694285772006451271321337.83305.0423025.8710120.800.12485454.496616201539.1516.1337.6528.7321524.49368.7110957.1033143547852852134534734340.5647.04411707.8715511.7511727.9223509.08366.91367.8811695.9611649.907730.7510205.7613.5573.7303.3174.387730.16281.36223.94374772210.171918.516305.8237.5181339.0237417.891.5551785237321.9411.2860.8736.0941.4122.79146.2952.80442.84407.3346.49617.54111.6728.209.9910.798.00321.33055896241428619257628571273858571499197071997529218.85421.8831733.3013956.210.12099568.257212164672.8646.2354.7662.3929577.13545.9615474.8935648055562960149950149836724137750132.3706.03617183.8522809.1117097.7834278.04534.50536.4517087.3317024.2711290.9814570.6811.2683.3663.0844.082789.35311.73248.34394092167.412289.548100.6841.8308419.3288125.711.5132049278218.859.7152.6431.6835.4619.92124.4345.88386.72358.7851.44120.03713.5133.2511.5411.969.28335.098165846485714216602428573070157143109712080760032644.68469.1635590.0715545.630.12066666.478575143804.8733.2355.0794.5533723.34623.3317317.3135848959270564455956155736323036756029.2865.63519639.6625895.8319465.2739163.48604.88611.0319501.4719408.5612829.1616203.019.5613.2833.0123.939816.85323.31257.64403482219.902346.138327.8444.1102429.5998463.761.4752099285718.369.4851.2829.9234.4019.11120.3844.12373.69345.1953.01120.76514.0634.2711.9912.359.72344.987569978700000228282500003242516667115300084788634169.74494.2437668.3616502.900.11988679.584181139825.7745.5363.0813.5735210.03652.3418051.5936549860772365760060259828.1805.51720790.4927527.9420789.4841672.10651.06651.8920714.1620597.7013650.6616881.769.3023.235OpenBenchmarking.org

Betsy GPU Compressor

Betsy is an open-source GPU compressor of various GPU compression techniques. Betsy is written in GLSL for Vulkan/OpenGL (compute shader) support for GPU-based texture compression. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810SE +/- 0.009, N = 7SE +/- 0.011, N = 7SE +/- 0.014, N = 8SE +/- 0.006, N = 9SE +/- 0.012, N = 9SE +/- 0.006, N = 96.1395.0174.2493.3173.0843.0121. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 2060 SUPERRTX 2080RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090246810SE +/- 0.018, N = 5SE +/- 0.012, N = 6SE +/- 0.011, N = 7SE +/- 0.008, N = 8SE +/- 0.009, N = 8SE +/- 0.012, N = 88.4896.8735.7364.3874.0823.9391. (CXX) g++ options: -O3 -O2 -lpthread -ldl

PlaidML

This test profile uses PlaidML deep learning framework developed by Intel for offering up various benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX2004006008001000SE +/- 0.43, N = 5SE +/- 0.55, N = 5SE +/- 0.41, N = 5SE +/- 0.92, N = 5SE +/- 0.45, N = 5SE +/- 0.24, N = 6SE +/- 0.20, N = 5SE +/- 0.18, N = 5SE +/- 0.46, N = 6SE +/- 0.66, N = 5SE +/- 0.79, N = 6SE +/- 0.74, N = 6SE +/- 1.07, N = 6SE +/- 0.45, N = 6378.75380.72418.68442.29472.09638.39340.13456.40495.68513.37730.16789.35816.85652.41

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG16 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX70140210280350SE +/- 0.41, N = 3SE +/- 0.54, N = 3SE +/- 0.34, N = 3SE +/- 0.75, N = 3SE +/- 0.45, N = 3SE +/- 0.63, N = 3SE +/- 0.09, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.72, N = 3SE +/- 0.47, N = 4SE +/- 0.58, N = 4SE +/- 0.49, N = 4SE +/- 0.54, N = 3128.87131.82152.36164.37183.11235.75122.25168.99194.52202.76281.36311.73323.31248.34

OpenBenchmarking.orgFPS, More Is BetterPlaidMLFP16: No - Mode: Inference - Network: VGG19 - Device: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX60120180240300SE +/- 0.28, N = 3SE +/- 0.39, N = 3SE +/- 0.17, N = 3SE +/- 0.58, N = 3SE +/- 0.32, N = 3SE +/- 0.55, N = 3SE +/- 0.06, N = 3SE +/- 0.33, N = 3SE +/- 0.31, N = 3SE +/- 0.28, N = 3SE +/- 0.38, N = 3SE +/- 0.52, N = 3SE +/- 0.33, N = 3SE +/- 0.48, N = 3101.87104.17120.83129.95145.29187.2597.37133.75154.05160.06223.94248.34257.64197.09

LeelaChessZero

LeelaChessZero (lc0 / lczero) is a chess engine automated vian neural networks. This test profile can be used for OpenCL, CUDA + cuDNN, and BLAS (CPU-based) benchmarking. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNodes Per Second, More Is BetterLeelaChessZero 0.26Backend: OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX9K18K27K36K45KSE +/- 72.46, N = 3SE +/- 32.62, N = 3SE +/- 217.96, N = 3SE +/- 29.46, N = 3SE +/- 110.32, N = 3SE +/- 103.74, N = 3SE +/- 110.08, N = 3SE +/- 77.49, N = 3SE +/- 168.57, N = 3SE +/- 101.51, N = 3SE +/- 186.45, N = 3SE +/- 106.84, N = 3SE +/- 52.75, N = 3SE +/- 46.38, N = 314680147301735318660205762773418675266392925331739374773940940348291681. (CXX) g++ options: -flto -pthread

SHOC Scalable HeterOgeneous Computing

The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: Texture Read BandwidthRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX5001000150020002500SE +/- 2.79, N = 4SE +/- 3.17, N = 3SE +/- 0.65, N = 3SE +/- 1.56, N = 3SE +/- 2.81, N = 3SE +/- 1.11, N = 3SE +/- 3.60, N = 4SE +/- 2.95, N = 4SE +/- 1.91, N = 4SE +/- 1.31, N = 4SE +/- 0.73, N = 3SE +/- 6.37, N = 3SE +/- 4.61, N = 3SE +/- 3.30, N = 31110.731081.441144.901119.861168.271180.651255.282120.832131.072072.972210.172167.412219.901168.301. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: FFT SPRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX5001000150020002500SE +/- 0.12, N = 12SE +/- 0.42, N = 12SE +/- 0.30, N = 12SE +/- 0.39, N = 12SE +/- 0.30, N = 12SE +/- 1.41, N = 12SE +/- 0.06, N = 12SE +/- 0.15, N = 12SE +/- 0.32, N = 12SE +/- 0.35, N = 12SE +/- 0.32, N = 13SE +/- 1.82, N = 13SE +/- 1.60, N = 13SE +/- 0.84, N = 12949.96954.251088.041099.391203.711483.30934.171153.041135.091536.781918.512289.542346.131578.371. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: GEMM SGEMM_NRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX2K4K6K8K10KSE +/- 7.64, N = 9SE +/- 9.39, N = 9SE +/- 0.86, N = 9SE +/- 1.20, N = 9SE +/- 1.82, N = 10SE +/- 27.28, N = 10SE +/- 5.34, N = 9SE +/- 2.76, N = 10SE +/- 20.27, N = 10SE +/- 5.86, N = 10SE +/- 18.49, N = 11SE +/- 30.90, N = 12SE +/- 31.35, N = 12SE +/- 26.53, N = 103023.533112.873269.423350.003719.304835.132770.783432.763795.354710.766305.828100.688327.845057.651. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGHash/s, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: MD5 HashRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX1020304050SE +/- 0.01, N = 15SE +/- 0.01, N = 13SE +/- 0.01, N = 13SE +/- 0.01, N = 15SE +/- 0.00, N = 13SE +/- 0.04, N = 14SE +/- 0.01, N = 12SE +/- 0.03, N = 13SE +/- 0.05, N = 13SE +/- 0.01, N = 13SE +/- 0.00, N = 14SE +/- 0.06, N = 14SE +/- 0.04, N = 14SE +/- 0.04, N = 1418.3018.6721.3924.0126.4634.9715.1621.6125.5526.2737.5241.8344.1136.751. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

OpenBenchmarking.orgGFLOPS, More Is BetterSHOC Scalable HeterOgeneous Computing 2020-04-17Target: OpenCL - Benchmark: S3DRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX90180270360450SE +/- 0.04, N = 13SE +/- 0.07, N = 13SE +/- 0.09, N = 13SE +/- 0.09, N = 12SE +/- 0.07, N = 13SE +/- 0.13, N = 13SE +/- 0.07, N = 13SE +/- 0.10, N = 13SE +/- 0.16, N = 13SE +/- 0.05, N = 12SE +/- 0.19, N = 13SE +/- 0.22, N = 13SE +/- 0.12, N = 13SE +/- 0.08, N = 13188.78192.71199.72197.21212.74271.25172.08211.72218.31286.11339.02419.33429.60288.601. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi

ArrayFire

ArrayFire is an GPU and CPU numeric processing library, this test uses the built-in CPU and OpenCL ArrayFire benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterArrayFire 3.7Test: BLAS OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX2K4K6K8K10KSE +/- 0.91, N = 4SE +/- 6.61, N = 4SE +/- 0.43, N = 4SE +/- 7.17, N = 4SE +/- 0.34, N = 4SE +/- 8.53, N = 4SE +/- 6.19, N = 4SE +/- 0.26, N = 4SE +/- 0.72, N = 4SE +/- 17.44, N = 4SE +/- 5.63, N = 4SE +/- 1.74, N = 4SE +/- 3.92, N = 4SE +/- 12.10, N = 42611.242680.123017.863346.883667.174821.383490.165040.875790.345805.757417.898125.718463.764994.931. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX0.56121.12241.68362.24482.806SE +/- 0.002, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 9SE +/- 0.001, N = 10SE +/- 0.004, N = 11SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 10SE +/- 0.000, N = 10SE +/- 0.005, N = 112.0762.0912.0892.0741.8971.6772.4942.0832.0871.6681.5551.5131.4751.6401. (CXX) g++ options: -rdynamic

Chaos Group V-RAY

This is a test of Chaos Group's V-RAY benchmark. V-RAY is a commercial renderer that can integrate with various creator software products like SketchUp and 3ds Max. The V-RAY benchmark is standalone and supports CPU and NVIDIA CUDA/RTX based rendering. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgvpaths, More Is BetterChaos Group V-RAY 5Mode: NVIDIA CUDA GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX5001000150020002500SE +/- 0.33, N = 3SE +/- 1.15, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 1.33, N = 3SE +/- 0.88, N = 35305197937807999908521256141714861785204920991006

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX6001200180024003000SE +/- 0.88, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 3.00, N = 3SE +/- 3.48, N = 3SE +/- 9.02, N = 3SE +/- 1.76, N = 38037851008959981132411681658182819822373278228571386

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles benchmark with various sample files. GPU computing via OpenCL, NVIDIA OptiX, and NVIDIA CUDA is supported. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX1428425670SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 363.8564.8351.8551.5250.7438.4943.8531.8228.9527.8021.9418.8518.3636.79

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX714212835SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 2.65, N = 15SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 2.65, N = 15SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 330.1530.3925.9029.0825.6819.2423.5617.4215.7317.0911.289.719.4818.72

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX70140210280350SE +/- 0.03, N = 3SE +/- 0.11, N = 3SE +/- 0.41, N = 3SE +/- 0.20, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.10, N = 3SE +/- 0.07, N = 3SE +/- 0.18, N = 3299.30308.70174.29169.34160.42152.39127.1585.3776.0573.4160.8752.6451.28152.70

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX306090120150SE +/- 0.27, N = 3SE +/- 0.63, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.22, N = 3SE +/- 0.23, N = 3SE +/- 0.06, N = 3SE +/- 0.31, N = 3SE +/- 0.16, N = 3143.45146.5490.5686.7481.8873.3077.8753.6646.9944.1836.0931.6829.9273.43

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX306090120150SE +/- 0.18, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3121.50122.6597.7596.8695.6872.4284.5561.6754.1352.6041.4135.4634.4069.46

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX1428425670SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 2.59, N = 15SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 2.61, N = 15SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 361.1560.4051.3950.1544.5533.9253.9239.2433.5034.1722.7919.9219.1132.74

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX120240360480600SE +/- 0.11, N = 3SE +/- 0.25, N = 3SE +/- 0.34, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.09, N = 3SE +/- 0.13, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3545.19556.43361.62354.50344.55283.96316.30218.45189.91184.76146.29124.43120.38281.08

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX4080120160200SE +/- 0.57, N = 3SE +/- 0.54, N = 3SE +/- 0.02, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.07, N = 3183.31186.12130.76129.02123.5398.64115.2182.0772.9867.1852.8045.8844.1297.57

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX2004006008001000SE +/- 0.20, N = 3SE +/- 0.11, N = 3SE +/- 0.01, N = 3SE +/- 0.19, N = 3SE +/- 0.07, N = 3SE +/- 0.25, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.24, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.21, N = 3SE +/- 0.32, N = 3SE +/- 0.26, N = 31083.281113.49595.81585.52555.03548.91962.31596.57507.79501.65442.84386.72373.69551.44

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX400800120016002000SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 1.83, N = 3SE +/- 3.68, N = 3SE +/- 1.18, N = 3SE +/- 0.69, N = 3SE +/- 0.51, N = 3SE +/- 0.26, N = 3SE +/- 0.33, N = 3SE +/- 0.30, N = 3SE +/- 0.86, N = 3SE +/- 0.34, N = 3SE +/- 0.77, N = 3SE +/- 3.15, N = 31767.421819.251011.95975.22913.26899.59876.68552.11466.42459.78407.33358.78345.19907.46

IndigoBench

This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: SupercarRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX1224364860SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.03, N = 323.3023.4424.4524.8825.7033.3525.8634.0137.3738.9546.5051.4453.0135.31

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX510152025SE +/- 0.016, N = 3SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.004, N = 3SE +/- 0.006, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.003, N = 3SE +/- 0.003, N = 37.3477.4097.6487.7427.96811.0318.50411.45112.89213.73317.54120.03720.76511.592

LuxCoreRender

LuxCoreRender is an open-source 3D physically based renderer formerly known as LuxRender. LuxCoreRender supports CPU-based rendering as well as GPU acceleration via OpenCL, NVIDIA CUDA, and NVIDIA OptiX interfaces. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: DLSC - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX48121620SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.933.894.975.155.376.835.367.198.258.7111.6713.5114.067.04MIN: 3.81 / MAX: 4.12MIN: 3.78 / MAX: 4.04MIN: 4.86 / MAX: 5.09MIN: 5.03 / MAX: 5.33MIN: 5.07 / MAX: 5.51MIN: 6.56 / MAX: 6.93MIN: 5.23 / MAX: 5.58MIN: 6.89 / MAX: 7.44MIN: 8.13 / MAX: 8.41MIN: 8.19 / MAX: 8.87MIN: 11.22 / MAX: 11.86MIN: 12.39 / MAX: 13.74MIN: 13.57 / MAX: 14.34MIN: 6.59 / MAX: 7.3

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX816243240SE +/- 0.01, N = 4SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.00, N = 4SE +/- 0.01, N = 4SE +/- 0.02, N = 4SE +/- 0.00, N = 4SE +/- 0.05, N = 5SE +/- 0.05, N = 6SE +/- 0.06, N = 6SE +/- 0.08, N = 6SE +/- 0.24, N = 6SE +/- 0.00, N = 6SE +/- 0.01, N = 514.1313.2613.1012.1612.1515.2815.3620.9923.4523.7728.2033.2534.2716.83MIN: 13.33 / MAX: 14.65MIN: 12.41 / MAX: 14.02MIN: 12.42 / MAX: 13.77MIN: 11.24 / MAX: 12.82MIN: 11.25 / MAX: 12.81MIN: 13.65 / MAX: 16.66MIN: 13.94 / MAX: 16.32MIN: 19.21 / MAX: 22.15MIN: 20.97 / MAX: 24.32MIN: 21.81 / MAX: 25.33MIN: 26.09 / MAX: 31.07MIN: 30.01 / MAX: 35.85MIN: 30.52 / MAX: 36.32MIN: 15.76 / MAX: 18.22

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX3691215SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.913.914.534.694.846.514.566.046.987.419.9911.5411.996.92MIN: 1.4 / MAX: 4.62MIN: 1.41 / MAX: 4.63MIN: 1.3 / MAX: 5.39MIN: 1.66 / MAX: 5.58MIN: 1.66 / MAX: 5.75MIN: 1.93 / MAX: 7.74MIN: 1.64 / MAX: 5.37MIN: 1.87 / MAX: 7.15MIN: 2.27 / MAX: 8.27MIN: 2.28 / MAX: 8.81MIN: 3.32 / MAX: 11.84MIN: 3.63 / MAX: 13.73MIN: 3.93 / MAX: 14.25MIN: 2.23 / MAX: 8.19

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX3691215SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 34.514.485.445.585.777.106.067.618.438.6710.7911.9612.357.21MIN: 3.75 / MAX: 4.99MIN: 3.75 / MAX: 4.81MIN: 4.44 / MAX: 6.12MIN: 4.54 / MAX: 6.31MIN: 4.67 / MAX: 6.58MIN: 5.6 / MAX: 8.83MIN: 4.73 / MAX: 7.39MIN: 6.03 / MAX: 9.24MIN: 6.69 / MAX: 10.55MIN: 6.96 / MAX: 10.98MIN: 8.72 / MAX: 14.46MIN: 9.91 / MAX: 16.43MIN: 10.23 / MAX: 17.13MIN: 5.68 / MAX: 9.07

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX3691215SE +/- 0.03, N = 4SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.05, N = 32.882.813.583.713.855.013.614.915.816.038.009.289.725.21MIN: 0.92 / MAX: 3.41MIN: 0.88 / MAX: 3.32MIN: 1.17 / MAX: 4.31MIN: 1.18 / MAX: 4.47MIN: 1.19 / MAX: 4.64MIN: 1.68 / MAX: 6.06MIN: 1.15 / MAX: 4.3MIN: 1.66 / MAX: 5.96MIN: 1.82 / MAX: 7.01MIN: 2.03 / MAX: 7.29MIN: 2.38 / MAX: 9.7MIN: 2.69 / MAX: 11.32MIN: 3.01 / MAX: 11.82MIN: 1.69 / MAX: 6.28

FAHBench

FAHBench is a Folding@Home benchmark on the GPU. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgNs Per Day, More Is BetterFAHBench 2.3.2RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX70140210280350SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.18, N = 3SE +/- 0.35, N = 3SE +/- 0.45, N = 3SE +/- 0.75, N = 3SE +/- 0.16, N = 3SE +/- 0.27, N = 3SE +/- 0.47, N = 3SE +/- 0.12, N = 3SE +/- 0.26, N = 3SE +/- 0.79, N = 3SE +/- 0.19, N = 3SE +/- 0.59, N = 3208.00205.31227.94244.52261.57305.31182.00236.51267.07267.28321.33335.10344.99307.59

Hashcat

Hashcat is an open-source, advanced password recovery tool supporting GPU acceleration with OpenCL, NVIDIA CUDA, and Radeon ROCm. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: MD5RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX15000M30000M45000M60000M75000MSE +/- 49115005.26, N = 7SE +/- 62259505.74, N = 7SE +/- 40022380.64, N = 7SE +/- 104693541.11, N = 7SE +/- 48387138.48, N = 7SE +/- 73945478.17, N = 7SE +/- 33928239.60, N = 7SE +/- 50524660.91, N = 7SE +/- 64426488.19, N = 7SE +/- 82415641.88, N = 7SE +/- 119086542.02, N = 7SE +/- 114085221.76, N = 7SE +/- 104099604.32, N = 7SE +/- 90062008.87, N = 72864314285729405171429339559000003799864285741746057143540743571432400501428634158442857402815000004147745714358962414286658464857146997870000056684485714

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX5000M10000M15000M20000M25000MSE +/- 9752578.59, N = 7SE +/- 13731990.06, N = 7SE +/- 5146308.37, N = 7SE +/- 25963370.33, N = 7SE +/- 15457664.37, N = 7SE +/- 22447650.36, N = 7SE +/- 7946598.98, N = 7SE +/- 5748658.52, N = 7SE +/- 23586201.72, N = 7SE +/- 6164287.09, N = 7SE +/- 23290062.40, N = 7SE +/- 27258234.73, N = 7SE +/- 26924236.29, N = 6SE +/- 22120437.19, N = 79398457143957124285711049914286123001428571359677142917815328571776232857111068742857131451714291337512857119257628571216602428572282825000018687942857

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX700M1400M2100M2800M3500MSE +/- 880321.52, N = 7SE +/- 1259413.53, N = 7SE +/- 430076.72, N = 7SE +/- 2564067.95, N = 6SE +/- 1633078.21, N = 6SE +/- 2857349.20, N = 6SE +/- 1910248.05, N = 7SE +/- 2343684.52, N = 7SE +/- 2159742.99, N = 7SE +/- 2485372.17, N = 7SE +/- 3881545.38, N = 7SE +/- 2909578.36, N = 7SE +/- 2166012.72, N = 6SE +/- 3167166.63, N = 612914857141314657143153571428616967333331893616667246056666711197000001589900000188668571419169428572738585714307015714332425166672583083333

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX200K400K600K800K1000KSE +/- 469.64, N = 11SE +/- 338.47, N = 11SE +/- 1961.31, N = 15SE +/- 447.26, N = 10SE +/- 498.27, N = 10SE +/- 337.46, N = 10SE +/- 258.83, N = 11SE +/- 305.81, N = 11SE +/- 535.21, N = 11SE +/- 340.13, N = 11SE +/- 415.55, N = 10SE +/- 815.38, N = 10SE +/- 879.27, N = 10SE +/- 555.18, N = 1049322750067358056764276071265089241042760958714568759172006499197010971201153000944400

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX200K400K600K800K1000KSE +/- 208.74, N = 8SE +/- 350.48, N = 8SE +/- 432.37, N = 8SE +/- 841.20, N = 6SE +/- 4311.72, N = 6SE +/- 2086.05, N = 8SE +/- 121.65, N = 8SE +/- 78.96, N = 9SE +/- 863.64, N = 8SE +/- 463.85, N = 8SE +/- 816.73, N = 8SE +/- 528.10, N = 9SE +/- 405.57, N = 7SE +/- 340.04, N = 8349900355538412388452883506217644813299913427989503188512713719975807600847886678875

Mixbench

A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX7K14K21K28K35KSE +/- 12.37, N = 14SE +/- 6.70, N = 14SE +/- 5.79, N = 14SE +/- 12.22, N = 15SE +/- 124.12, N = 15SE +/- 497.84, N = 15SE +/- 1.31, N = 14SE +/- 9.34, N = 14SE +/- 177.14, N = 15SE +/- 213.66, N = 15SE +/- 546.33, N = 15SE +/- 563.16, N = 15SE +/- 561.56, N = 15SE +/- 520.86, N = 158225.598377.739668.0510803.6311622.1814851.9112815.8318247.6121395.3721337.8329218.8532644.6834169.7415431.561. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX110220330440550SE +/- 0.24, N = 14SE +/- 0.26, N = 14SE +/- 0.29, N = 14SE +/- 0.41, N = 14SE +/- 1.19, N = 15SE +/- 11.13, N = 15SE +/- 0.07, N = 14SE +/- 0.53, N = 14SE +/- 0.66, N = 14SE +/- 1.51, N = 14SE +/- 8.42, N = 15SE +/- 8.40, N = 15SE +/- 10.54, N = 15SE +/- 13.41, N = 15221.65226.32256.33288.66314.85409.05178.20255.22302.02305.04421.88469.16494.24425.451. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX8K16K24K32K40KSE +/- 52.79, N = 14SE +/- 42.04, N = 14SE +/- 45.34, N = 14SE +/- 33.25, N = 15SE +/- 70.30, N = 14SE +/- 105.21, N = 14SE +/- 0.78, N = 14SE +/- 1.61, N = 14SE +/- 2.92, N = 14SE +/- 4.24, N = 14SE +/- 632.41, N = 15SE +/- 685.00, N = 15SE +/- 800.73, N = 15SE +/- 394.62, N = 1514480.2314636.7719471.0321586.1823388.2228438.0613379.4819243.5922837.3723025.8731733.3035590.0737668.3628374.421. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERRTX 2080 TiRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090TITAN RTX4K8K12K16K20KSE +/- 74.45, N = 15SE +/- 44.96, N = 15SE +/- 0.86, N = 14SE +/- 5.84, N = 14SE +/- 1.25, N = 14SE +/- 340.68, N = 15SE +/- 0.32, N = 14SE +/- 0.45, N = 14SE +/- 0.87, N = 14SE +/- 10.76, N = 15SE +/- 265.32, N = 15SE +/- 306.59, N = 15SE +/- 363.78, N = 15SE +/- 379.98, N = 157811.277995.969219.3410234.2511161.7014731.975883.158458.8410033.7810120.8013956.2115545.6316502.9015399.951. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2