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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results
Show Result Confidence Charts
Allow Limiting Results To Certain Suite(s)

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs
No Box Plots
On Line Graphs With Missing Data, Connect The Line Gaps

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs
Condense Test Profiles With Multiple Version Results Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Toggle/Hide
Result
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
Invert Behavior (Only Show Selected Data)
  5 Hours, 21 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):


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 3070 Ti 8GBNVIDIA GeForce RTX 3090 24GBNVIDIA GeForce RTX 3080 10GBZotac NVIDIA GeForce RTX 2080 8GBNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA TITAN RTX 24GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GeForce RTX 3070 8GBNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA GeForce RTX 2080 Ti 11GBASUS NVIDIA GeForce RTX 2070 8GBNVIDIA GA104 HD AudioNVIDIA GA102 HD AudioNVIDIA TU104 HD AudioNVIDIA TU106 HD AudioNVIDIA TU102 HD AudioNVIDIA GeForce RTX 3060ASUS 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 3070 Ti: GPU Compute Cores: 6144- RTX 3090: GPU Compute Cores: 10496- RTX 3080: GPU Compute Cores: 8704- RTX 2080: GPU Compute Cores: 2944- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 2060 SUPER: GPU Compute Cores: 2176- TITAN RTX: GPU Compute Cores: 4608- RTX 3060: GPU Compute Cores: 3584- RTX 3070: GPU Compute Cores: 5888- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080 Ti: GPU Compute Cores: 4352- RTX 2070: GPU Compute Cores: 2304- 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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070Result OverviewPhoronix Test Suite100%176%252%328%404%BlenderChaos Group V-RAYLuxCoreRendervkpeakclpeakHashcatOctaneBenchMixbenchLeelaChessZeroRedShift DemoPlaidMLIndigoBenchSHOC Scalable HeterOgeneous ComputingVkResampleRealSR-NCNNArrayFireViennaCLcl-memFAHBenchWaifu2x-NCNN VulkanNAMD CUDA

RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070Per 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 Benchmarksarrayfire: BLAS OpenCLarrayfire: Conjugate Gradient OpenCLbetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestblender: 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 OptiXv-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUcl-mem: Readcl-mem: Writecl-mem: Copyclpeak: Global Memory Bandwidthclpeak: Single-Precision Floatclpeak: Double-Precision Doubleclpeak: Integer Compute INTfahbench: hashcat: MD5hashcat: SHA1hashcat: SHA-512hashcat: 7-Ziphashcat: TrueCrypt RIPEMD160 + XTSindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomlczero: OpenCLluxcorerender: DLSC - GPUluxcorerender: Rainbow Colors and Prism - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Orange Juice - GPUluxcorerender: Danish Mood - GPUmixbench: NVIDIA CUDA - Single Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Integernamd-cuda: ATPase Simulation - 327,506 Atomsoctanebench: Total Scoreplaidml: No - Inference - ResNet 50 - OpenCLplaidml: No - Inference - VGG16 - OpenCLplaidml: No - Inference - VGG19 - OpenCLrealsr-ncnn: 4x - Yesrealsr-ncnn: 4x - Noredshift: shoc: OpenCL - Texture Read Bandwidthshoc: OpenCL - FFT SPshoc: OpenCL - GEMM SGEMM_Nshoc: OpenCL - MD5 Hashshoc: OpenCL - S3Dviennacl: 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-TTvkpeak: 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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705805.751.6684.2495.73627.8017.0973.4144.1852.6034.17184.7667.18501.65459.7814861982539.1516.1337.6528.7321524.49368.7110957.10267.28194147745714313375128571191694285772006451271338.94713.733317398.7123.777.418.676.0321337.83305.0423025.8710120.800.12485454.496616513.37202.76160.0640.5647.0442012072.971536.784710.7626.2725286.10733143547852852134534734311707.8715511.7511727.9223509.08366.91367.8811695.9611649.907730.7510205.7613.5573.7308463.761.4753.0123.93918.369.4851.2829.9234.4019.11120.3844.12373.69345.1920992857825.7745.5363.0813.5735210.03652.3418051.59344.987569978700000228282500003242516667115300084788653.01120.7654034814.0634.2711.9912.359.7234169.74494.2437668.3616502.900.11988679.584181816.85323.31257.6428.1805.5171392219.902346.138327.8444.1102429.59936549860772365760060259820790.4927527.9420789.4841672.10651.06651.8920714.1620597.7013650.6616881.769.3023.2357417.891.5553.3174.38721.9411.2860.8736.0941.4122.79146.2952.80442.84407.3317852373672.8646.2354.7662.3929577.13545.9615474.89321.33055896241428619257628571273858571499197071997546.49617.5413747711.6728.209.9910.798.0029218.85421.8831733.3013956.210.12099568.257212730.16281.36223.9432.3706.0361642210.171918.516305.8237.5181339.02335648055562960149950149836724137750117183.8522809.1117097.7834278.04534.50536.4517087.3317024.2711290.9814570.6811.2683.3663346.882.0745.0176.87351.5229.08169.3486.7496.8650.15354.5129.02585.52975.22780959396.8330.7290.2369.309258.58345.819079.54244.51843799864285712300142857169673333364276045288324.8817.742186605.1512.164.695.583.7110803.63288.6621586.1810234.250.13801260.458052442.29164.37129.9559.5569.4933381119.861099.393350.0024.0100197.20627832337038840432332032625137133432410901.1710886.6510871.1821212.96338.65341.3610862.1210806.247123.959468.3819.0534.6488125.711.5133.0844.08218.859.7152.6431.6835.4619.92124.4345.88386.72358.7820492782804.8733.2355.0794.5533723.34623.3317317.31335.098165846485714216602428573070157143109712080760051.44120.0373940913.5133.2511.5411.969.2832644.68469.1635590.0715545.630.12066666.478575789.35311.73248.3429.2865.6351432167.412289.548100.6841.8308419.32835649059270564555956055736323136856019639.6625895.8319465.2739163.48604.88611.0319501.4719408.5612829.1616203.019.5613.2832611.242.0766.1398.48963.8530.15299.30143.45121.5061.15545.19183.311083.281767.42530803396.8333.0288.2368.687122.60263.137090.64207.9955286431428579398457143129148571449322734990023.2997.347146803.9314.133.914.512.888225.59221.6514480.237811.270.15502242.683228378.75128.87101.8776.12311.6423761110.73949.9603023.5318.3010188.7832773273693884012472432472553743268314.108311.488298.4616219.42258.32258.518246.828206.715437.697201.0122.3275.3224994.931.64036.7918.72152.7073.4369.4632.74281.0897.57551.44907.4610061386567.8494.7319.3530.2914490.00548.4813853.39307.58605668448571418687942857258308333394440067887535.31411.592291687.0416.836.927.215.2115431.56425.4528374.4215399.950.13304382.421153652.41248.34197.0941.9137.3372331168.301578.375057.6536.7519288.60030540349554253149649348631646237249517206.4817203.1517183.0433598.08535.94536.0217030.3916941.2811258.4414765.3813.5603.8553490.162.49443.8523.56127.1577.8784.5553.92316.30115.21962.31876.688521168318.0302.2270.0315.4412561.56214.356338.90182.0035240050142867762328571111970000042760929991325.8608.504186755.3615.364.566.063.6112815.83178.2013379.485883.150.15471293.779725340.13122.2597.3767.13410.3623001255.28934.1702770.7815.1591172.0832753063153273292052042892223036818.809039.776836.8313718.14213.55213.536809.186780.544488.855969.6523.1354.8505790.342.08728.9515.7376.0546.9954.1333.50189.9172.98507.79466.4214171828393.2380.4294.9389.2620072.72362.3010264.47267.06984028150000013145171429188668571468759150318837.36612.892292538.2523.456.988.435.8121395.37302.0222837.3710033.780.12611413.181789495.68194.52154.0546.6337.8152272131.071135.093795.3525.5521218.30628035837139739934133934032722233411498.1015292.8511572.6023200.57361.24362.4311545.0811492.637629.6710070.3217.5494.0355040.872.08331.8217.4285.3753.6661.6739.24218.4582.07596.57552.1112561658393.1383.8293.2388.8716021.63303.928378.39236.50583415844285711068742857158990000058714542798934.00611.451266397.1920.996.047.614.9118247.61255.2219243.598458.840.12928384.178014456.40168.99133.7550.6358.3172372120.831153.043432.7621.6130211.7172883593714003982922932903272243349684.3912854.499720.6719484.46304.87305.199700.509646.856403.148477.2317.6734.1803667.171.89750.7425.68160.4281.8895.6844.55344.55123.53555.03913.26799981437.5347.0301.7405.7610434.55378.2510392.33261.56804174605714313596771429189361666771265050621725.7047.968205765.3712.154.845.773.8511622.18314.8523388.2211161.700.13522270.302147472.09183.11145.2954.0688.8803221168.271203.713719.3026.4571212.73828833040542744135334935425138935635011920.7611917.0311924.6723328.09371.68370.7711820.6711765.097814.8310383.0417.5164.3953017.862.08951.8525.90174.2990.5697.7551.39361.62130.76595.811011.957931008392.0314.9289.0363.958456.17305.278446.24227.94193395590000011049914286153571428658056741238824.4517.648173534.9713.104.535.443.589668.05256.3319471.039219.340.14323258.363708418.68152.36120.8364.22010.1653511144.901088.043269.4221.3879199.7172783223633833982852842832673723269780.529791.339764.6719106.95305.23307.319756.509705.636445.648534.7219.8814.8534821.381.67738.4919.24152.3973.3072.4233.92283.9698.64548.91899.599901324545.6447.0322.8507.0813781.33522.3113127.46305.31035407435714317815328571246056666789241064481333.35211.031277346.8315.286.517.105.0114851.91409.0528438.0614731.970.13324359.843904638.39235.75187.2544.2257.6292451180.651483.304835.1334.9652271.24730640547751851947046747631946037646816498.5116487.6116457.9132202.58513.77513.1016358.3516279.2710811.5714076.5714.7813.8722680.122.09164.8330.39308.70146.54122.6560.40556.43186.121113.491819.25519785396.8324.0284.6369.267244.69267.897155.07205.3082294051714299571242857131465714350067335553823.4407.409147303.8913.263.914.482.818377.73226.3214636.777995.960.15247242.942045380.72131.82104.1774.97511.4933741081.44954.2513112.8718.6702192.7062683223673884002522512492573693208449.258451.078439.9516496.22262.90262.868365.018319.685530.457362.1922.2975.305OpenBenchmarking.org

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702K4K6K8K10KSE +/- 17.44, N = 4SE +/- 3.92, N = 4SE +/- 5.63, N = 4SE +/- 7.17, N = 4SE +/- 1.74, N = 4SE +/- 0.91, N = 4SE +/- 12.10, N = 4SE +/- 6.19, N = 4SE +/- 0.72, N = 4SE +/- 0.26, N = 4SE +/- 0.34, N = 4SE +/- 0.43, N = 4SE +/- 8.53, N = 4SE +/- 6.61, N = 45805.758463.767417.893346.888125.712611.244994.933490.165790.345040.873667.173017.864821.382680.121. (CXX) g++ options: -rdynamic

OpenBenchmarking.orgms, Fewer Is BetterArrayFire 3.7Test: Conjugate Gradient OpenCLRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.56121.12241.68362.24482.806SE +/- 0.001, N = 10SE +/- 0.000, N = 10SE +/- 0.002, N = 10SE +/- 0.001, N = 9SE +/- 0.001, N = 10SE +/- 0.002, N = 10SE +/- 0.005, N = 11SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.001, N = 10SE +/- 0.004, N = 11SE +/- 0.002, N = 101.6681.4751.5552.0741.5132.0761.6402.4942.0872.0831.8972.0891.6772.0911. (CXX) g++ options: -rdynamic

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPER246810SE +/- 0.014, N = 8SE +/- 0.006, N = 9SE +/- 0.006, N = 9SE +/- 0.011, N = 7SE +/- 0.012, N = 9SE +/- 0.009, N = 74.2493.0123.3175.0173.0846.1391. (CXX) g++ options: -O3 -O2 -lpthread -ldl

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPER246810SE +/- 0.011, N = 7SE +/- 0.012, N = 8SE +/- 0.008, N = 8SE +/- 0.012, N = 6SE +/- 0.009, N = 8SE +/- 0.018, N = 55.7363.9394.3876.8734.0828.4891. (CXX) g++ options: -O3 -O2 -lpthread -ldl

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701428425670SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 327.8018.3621.9451.5218.8563.8536.7943.8528.9531.8250.7451.8538.4964.83

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070714212835SE +/- 2.65, N = 15SE +/- 0.01, N = 5SE +/- 0.01, N = 4SE +/- 2.65, N = 15SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 4SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 317.099.4811.2829.089.7130.1518.7223.5615.7317.4225.6825.9019.2430.39

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207070140210280350SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.20, N = 3SE +/- 0.10, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.41, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 373.4151.2860.87169.3452.64299.30152.70127.1576.0585.37160.42174.29152.39308.70

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Classroom - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150SE +/- 0.22, N = 3SE +/- 0.31, N = 3SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.63, N = 344.1829.9236.0986.7431.68143.4573.4377.8746.9953.6681.8890.5673.30146.54

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070306090120150SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.18, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 352.6034.4041.4196.8635.46121.5069.4684.5554.1361.6795.6897.7572.42122.65

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701428425670SE +/- 2.61, N = 15SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 2.59, N = 15SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 334.1719.1122.7950.1519.9261.1532.7453.9233.5039.2444.5551.3933.9260.40

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070120240360480600SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.11, N = 3SE +/- 0.09, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.34, N = 3SE +/- 0.02, N = 3SE +/- 0.25, N = 3184.76120.38146.29354.50124.43545.19281.08316.30189.91218.45344.55361.62283.96556.43

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704080120160200SE +/- 0.08, N = 3SE +/- 0.08, N = 3SE +/- 0.14, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.57, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.07, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.54, N = 367.1844.1252.80129.0245.88183.3197.57115.2172.9882.07123.53130.7698.64186.12

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: CUDARTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.27, N = 3SE +/- 0.32, N = 3SE +/- 0.45, N = 3SE +/- 0.19, N = 3SE +/- 0.21, N = 3SE +/- 0.20, N = 3SE +/- 0.26, N = 3SE +/- 0.24, N = 3SE +/- 0.24, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.25, N = 3SE +/- 0.11, N = 3501.65373.69442.84585.52386.721083.28551.44962.31507.79596.57555.03595.81548.911113.49

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 2.92Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070400800120016002000SE +/- 0.30, N = 3SE +/- 0.77, N = 3SE +/- 0.86, N = 3SE +/- 3.68, N = 3SE +/- 0.34, N = 3SE +/- 0.20, N = 3SE +/- 3.15, N = 3SE +/- 0.51, N = 3SE +/- 0.33, N = 3SE +/- 0.26, N = 3SE +/- 1.18, N = 3SE +/- 1.83, N = 3SE +/- 0.69, N = 3SE +/- 0.26, N = 3459.78345.19407.33975.22358.781767.42907.46876.68466.42552.11913.261011.95899.591819.25

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705001000150020002500SE +/- 1.33, N = 3SE +/- 0.88, N = 3SE +/- 2.03, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.67, N = 3SE +/- 0.58, N = 3SE +/- 1.15, N = 31486209917857802049530100685214171256799793990519

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5Mode: NVIDIA RTX GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20706001200180024003000SE +/- 9.02, N = 3SE +/- 3.00, N = 3SE +/- 0.67, N = 3SE +/- 3.48, N = 3SE +/- 0.88, N = 3SE +/- 1.76, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 31982285723739592782803138611681828165898110081324785

cl-mem

A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: ReadRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.11, N = 9SE +/- 0.18, N = 10SE +/- 0.18, N = 9SE +/- 0.08, N = 8SE +/- 0.37, N = 9SE +/- 0.10, N = 8SE +/- 0.09, N = 9SE +/- 0.11, N = 7SE +/- 0.19, N = 8SE +/- 0.18, N = 8SE +/- 0.11, N = 8SE +/- 0.06, N = 8SE +/- 0.15, N = 8SE +/- 0.10, N = 8539.1825.7672.8396.8804.8396.8567.8318.0393.2393.1437.5392.0545.6396.81. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: WriteRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070160320480640800SE +/- 0.26, N = 9SE +/- 0.18, N = 10SE +/- 0.35, N = 9SE +/- 0.55, N = 8SE +/- 0.48, N = 9SE +/- 0.37, N = 8SE +/- 0.75, N = 9SE +/- 0.12, N = 7SE +/- 0.10, N = 8SE +/- 0.07, N = 8SE +/- 0.31, N = 8SE +/- 0.15, N = 8SE +/- 0.38, N = 8SE +/- 0.35, N = 8516.1745.5646.2330.7733.2333.0494.7302.2380.4383.8347.0314.9447.0324.01. (CC) gcc options: -O2 -flto -lOpenCL

OpenBenchmarking.orgGB/s, More Is Bettercl-mem 2017-01-13Benchmark: CopyRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207080160240320400SE +/- 0.13, N = 9SE +/- 0.07, N = 10SE +/- 0.20, N = 9SE +/- 0.08, N = 8SE +/- 0.11, N = 9SE +/- 0.08, N = 8SE +/- 0.08, N = 9SE +/- 0.11, N = 7SE +/- 0.14, N = 8SE +/- 0.17, N = 8SE +/- 0.09, N = 8SE +/- 0.04, N = 8SE +/- 0.09, N = 8SE +/- 0.07, N = 8337.6363.0354.7290.2355.0288.2319.3270.0294.9293.2301.7289.0322.8284.61. (CC) gcc options: -O2 -flto -lOpenCL

clpeak

Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgGBPS, More Is BetterclpeakOpenCL Test: Global Memory BandwidthRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20702004006008001000SE +/- 0.40, N = 13SE +/- 0.01, N = 14SE +/- 0.07, N = 12SE +/- 0.14, N = 15SE +/- 0.03, N = 13SE +/- 0.08, N = 13SE +/- 0.03, N = 13SE +/- 0.01, N = 11SE +/- 0.25, N = 13SE +/- 0.22, N = 13SE +/- 0.21, N = 13SE +/- 0.07, N = 13SE +/- 0.45, N = 12SE +/- 0.05, N = 15528.73813.57662.39369.30794.55368.68530.29315.44389.26388.87405.76363.95507.08369.261. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Single-Precision FloatRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20708K16K24K32K40KSE +/- 2.30, N = 14SE +/- 28.06, N = 14SE +/- 69.64, N = 13SE +/- 89.35, N = 15SE +/- 21.75, N = 15SE +/- 77.28, N = 15SE +/- 183.70, N = 15SE +/- 16.58, N = 14SE +/- 12.54, N = 14SE +/- 7.12, N = 15SE +/- 83.80, N = 15SE +/- 77.61, N = 15SE +/- 222.21, N = 15SE +/- 99.77, N = 1521524.4935210.0329577.139258.5833723.347122.6014490.0012561.5620072.7216021.6310434.558456.1713781.337244.691. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGFLOPS, More Is BetterclpeakOpenCL Test: Double-Precision DoubleRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070140280420560700SE +/- 0.84, N = 3SE +/- 0.05, N = 3SE +/- 1.37, N = 3SE +/- 0.84, N = 3SE +/- 1.38, N = 3SE +/- 0.74, N = 3SE +/- 1.27, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.38, N = 3SE +/- 0.96, N = 3SE +/- 0.80, N = 3SE +/- 1.40, N = 3SE +/- 0.74, N = 3368.71652.34545.96345.81623.33263.13548.48214.35362.30303.92378.25305.27522.31267.891. (CXX) g++ options: -O3 -rdynamic -lOpenCL

OpenBenchmarking.orgGIOPS, More Is BetterclpeakOpenCL Test: Integer Compute INTRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 52.74, N = 13SE +/- 105.32, N = 12SE +/- 110.02, N = 15SE +/- 73.78, N = 15SE +/- 114.00, N = 12SE +/- 85.91, N = 15SE +/- 163.86, N = 15SE +/- 3.88, N = 15SE +/- 62.48, N = 13SE +/- 76.78, N = 15SE +/- 83.89, N = 15SE +/- 83.15, N = 15SE +/- 52.71, N = 12SE +/- 84.44, N = 1510957.1018051.5915474.899079.5417317.317090.6413853.396338.9010264.478378.3910392.338446.2413127.467155.071. (CXX) g++ options: -O3 -rdynamic -lOpenCL

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207070140210280350SE +/- 0.12, N = 3SE +/- 0.19, N = 3SE +/- 0.26, N = 3SE +/- 0.35, N = 3SE +/- 0.79, N = 3SE +/- 0.40, N = 3SE +/- 0.59, N = 3SE +/- 0.16, N = 3SE +/- 0.47, N = 3SE +/- 0.27, N = 3SE +/- 0.45, N = 3SE +/- 0.18, N = 3SE +/- 0.75, N = 3SE +/- 0.59, N = 3267.28344.99321.33244.52335.10208.00307.59182.00267.07236.51261.57227.94305.31205.31

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207015000M30000M45000M60000M75000MSE +/- 82415641.88, N = 7SE +/- 104099604.32, N = 7SE +/- 119086542.02, N = 7SE +/- 104693541.11, N = 7SE +/- 114085221.76, N = 7SE +/- 49115005.26, N = 7SE +/- 90062008.87, N = 7SE +/- 33928239.60, N = 7SE +/- 64426488.19, N = 7SE +/- 50524660.91, N = 7SE +/- 48387138.48, N = 7SE +/- 40022380.64, N = 7SE +/- 73945478.17, N = 7SE +/- 62259505.74, N = 74147745714369978700000589624142863799864285765846485714286431428575668448571424005014286402815000003415844285741746057143339559000005407435714329405171429

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA1RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20705000M10000M15000M20000M25000MSE +/- 6164287.09, N = 7SE +/- 26924236.29, N = 6SE +/- 23290062.40, N = 7SE +/- 25963370.33, N = 7SE +/- 27258234.73, N = 7SE +/- 9752578.59, N = 7SE +/- 22120437.19, N = 7SE +/- 7946598.98, N = 7SE +/- 23586201.72, N = 7SE +/- 5748658.52, N = 7SE +/- 15457664.37, N = 7SE +/- 5146308.37, N = 7SE +/- 22447650.36, N = 7SE +/- 13731990.06, N = 71337512857122828250000192576285711230014285721660242857939845714318687942857776232857113145171429110687428571359677142911049914286178153285719571242857

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: SHA-512RTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070700M1400M2100M2800M3500MSE +/- 2485372.17, N = 7SE +/- 2166012.72, N = 6SE +/- 3881545.38, N = 7SE +/- 2564067.95, N = 6SE +/- 2909578.36, N = 7SE +/- 880321.52, N = 7SE +/- 3167166.63, N = 6SE +/- 1910248.05, N = 7SE +/- 2159742.99, N = 7SE +/- 2343684.52, N = 7SE +/- 1633078.21, N = 6SE +/- 430076.72, N = 7SE +/- 2857349.20, N = 6SE +/- 1259413.53, N = 719169428573242516667273858571416967333333070157143129148571425830833331119700000188668571415899000001893616667153571428624605666671314657143

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: 7-ZipRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070200K400K600K800K1000KSE +/- 340.13, N = 11SE +/- 879.27, N = 10SE +/- 415.55, N = 10SE +/- 447.26, N = 10SE +/- 815.38, N = 10SE +/- 469.64, N = 11SE +/- 555.18, N = 10SE +/- 258.83, N = 11SE +/- 535.21, N = 11SE +/- 305.81, N = 11SE +/- 498.27, N = 10SE +/- 1961.31, N = 15SE +/- 337.46, N = 10SE +/- 338.47, N = 1172006411530009919706427601097120493227944400427609687591587145712650580567892410500673

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.1.1Benchmark: TrueCrypt RIPEMD160 + XTSRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070200K400K600K800K1000KSE +/- 463.85, N = 8SE +/- 405.57, N = 7SE +/- 816.73, N = 8SE +/- 841.20, N = 6SE +/- 528.10, N = 9SE +/- 208.74, N = 8SE +/- 340.04, N = 8SE +/- 121.65, N = 8SE +/- 863.64, N = 8SE +/- 78.96, N = 9SE +/- 4311.72, N = 6SE +/- 432.37, N = 8SE +/- 2086.05, N = 8SE +/- 350.48, N = 8512713847886719975452883807600349900678875299913503188427989506217412388644813355538

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20701224364860SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 338.9553.0146.5024.8851.4423.3035.3125.8637.3734.0125.7024.4533.3523.44

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070510152025SE +/- 0.001, N = 3SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.005, N = 3SE +/- 0.016, N = 3SE +/- 0.003, N = 3SE +/- 0.006, N = 3SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.001, N = 313.73320.76517.5417.74220.0377.34711.5928.50412.89211.4517.9687.64811.0317.409

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20709K18K27K36K45KSE +/- 101.51, N = 3SE +/- 52.75, N = 3SE +/- 186.45, N = 3SE +/- 29.46, N = 3SE +/- 106.84, N = 3SE +/- 72.46, N = 3SE +/- 46.38, N = 3SE +/- 110.08, N = 3SE +/- 168.57, N = 3SE +/- 77.49, N = 3SE +/- 110.32, N = 3SE +/- 217.96, N = 3SE +/- 103.74, N = 3SE +/- 32.62, N = 331739403483747718660394091468029168186752925326639205761735327734147301. (CXX) g++ options: -flto -pthread

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 207048121620SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, 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 +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 38.7114.0611.675.1513.513.937.045.368.257.195.374.976.833.89MIN: 8.19 / MAX: 8.87MIN: 13.57 / MAX: 14.34MIN: 11.22 / MAX: 11.86MIN: 5.03 / MAX: 5.33MIN: 12.39 / MAX: 13.74MIN: 3.81 / MAX: 4.12MIN: 6.59 / MAX: 7.3MIN: 5.23 / MAX: 5.58MIN: 8.13 / MAX: 8.41MIN: 6.89 / MAX: 7.44MIN: 5.07 / MAX: 5.51MIN: 4.86 / MAX: 5.09MIN: 6.56 / MAX: 6.93MIN: 3.78 / MAX: 4.04

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Rainbow Colors and Prism - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070816243240SE +/- 0.06, N = 6SE +/- 0.00, N = 6SE +/- 0.08, N = 6SE +/- 0.00, N = 4SE +/- 0.24, N = 6SE +/- 0.01, N = 4SE +/- 0.01, N = 5SE +/- 0.00, N = 4SE +/- 0.05, N = 6SE +/- 0.05, N = 5SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.01, N = 423.7734.2728.2012.1633.2514.1316.8315.3623.4520.9912.1513.1015.2813.26MIN: 21.81 / MAX: 25.33MIN: 30.52 / MAX: 36.32MIN: 26.09 / MAX: 31.07MIN: 11.24 / MAX: 12.82MIN: 30.01 / MAX: 35.85MIN: 13.33 / MAX: 14.65MIN: 15.76 / MAX: 18.22MIN: 13.94 / MAX: 16.32MIN: 20.97 / MAX: 24.32MIN: 19.21 / MAX: 22.15MIN: 11.25 / MAX: 12.81MIN: 12.42 / MAX: 13.77MIN: 13.65 / MAX: 16.66MIN: 12.41 / MAX: 14.02

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: LuxCore Benchmark - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 37.4111.999.994.6911.543.916.924.566.986.044.844.536.513.91MIN: 2.28 / MAX: 8.81MIN: 3.93 / MAX: 14.25MIN: 3.32 / MAX: 11.84MIN: 1.66 / MAX: 5.58MIN: 3.63 / MAX: 13.73MIN: 1.4 / MAX: 4.62MIN: 2.23 / MAX: 8.19MIN: 1.64 / MAX: 5.37MIN: 2.27 / MAX: 8.27MIN: 1.87 / MAX: 7.15MIN: 1.66 / MAX: 5.75MIN: 1.3 / MAX: 5.39MIN: 1.93 / MAX: 7.74MIN: 1.41 / MAX: 4.63

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Orange Juice - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 38.6712.3510.795.5811.964.517.216.068.437.615.775.447.104.48MIN: 6.96 / MAX: 10.98MIN: 10.23 / MAX: 17.13MIN: 8.72 / MAX: 14.46MIN: 4.54 / MAX: 6.31MIN: 9.91 / MAX: 16.43MIN: 3.75 / MAX: 4.99MIN: 5.68 / MAX: 9.07MIN: 4.73 / MAX: 7.39MIN: 6.69 / MAX: 10.55MIN: 6.03 / MAX: 9.24MIN: 4.67 / MAX: 6.58MIN: 4.44 / MAX: 6.12MIN: 5.6 / MAX: 8.83MIN: 3.75 / MAX: 4.81

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.5Scene: Danish Mood - Acceleration: GPURTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20703691215SE +/- 0.06, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 4SE +/- 0.05, N = 3SE +/- 0.04, N = 6SE +/- 0.07, N = 3SE +/- 0.07, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 36.039.728.003.719.282.885.213.615.814.913.853.585.012.81MIN: 2.03 / MAX: 7.29MIN: 3.01 / MAX: 11.82MIN: 2.38 / MAX: 9.7MIN: 1.18 / MAX: 4.47MIN: 2.69 / MAX: 11.32MIN: 0.92 / MAX: 3.41MIN: 1.69 / MAX: 6.28MIN: 1.15 / MAX: 4.3MIN: 1.82 / MAX: 7.01MIN: 1.66 / MAX: 5.96MIN: 1.19 / MAX: 4.64MIN: 1.17 / MAX: 4.31MIN: 1.68 / MAX: 6.06MIN: 0.88 / MAX: 3.32

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 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20707K14K21K28K35KSE +/- 213.66, N = 15SE +/- 561.56, N = 15SE +/- 546.33, N = 15SE +/- 12.22, N = 15SE +/- 563.16, N = 15SE +/- 12.37, N = 14SE +/- 520.86, N = 15SE +/- 1.31, N = 14SE +/- 177.14, N = 15SE +/- 9.34, N = 14SE +/- 124.12, N = 15SE +/- 5.79, N = 14SE +/- 497.84, N = 15SE +/- 6.70, N = 1421337.8334169.7429218.8510803.6332644.688225.5915431.5612815.8321395.3718247.6111622.189668.0514851.918377.731. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070110220330440550SE +/- 1.51, N = 14SE +/- 10.54, N = 15SE +/- 8.42, N = 15SE +/- 0.41, N = 14SE +/- 8.40, N = 15SE +/- 0.24, N = 14SE +/- 13.41, N = 15SE +/- 0.07, N = 14SE +/- 0.66, N = 14SE +/- 0.53, N = 14SE +/- 1.19, N = 15SE +/- 0.29, N = 14SE +/- 11.13, N = 15SE +/- 0.26, N = 14305.04494.24421.88288.66469.16221.65425.45178.20302.02255.22314.85256.33409.05226.321. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20708K16K24K32K40KSE +/- 4.24, N = 14SE +/- 800.73, N = 15SE +/- 632.41, N = 15SE +/- 33.25, N = 15SE +/- 685.00, N = 15SE +/- 52.79, N = 14SE +/- 394.62, N = 15SE +/- 0.78, N = 14SE +/- 2.92, N = 14SE +/- 1.61, N = 14SE +/- 70.30, N = 14SE +/- 45.34, N = 14SE +/- 105.21, N = 14SE +/- 42.04, N = 1423025.8737668.3631733.3021586.1835590.0714480.2328374.4213379.4822837.3719243.5923388.2219471.0328438.0614636.771. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20704K8K12K16K20KSE +/- 10.76, N = 15SE +/- 363.78, N = 15SE +/- 265.32, N = 15SE +/- 5.84, N = 14SE +/- 306.59, N = 15SE +/- 74.45, N = 15SE +/- 379.98, N = 15SE +/- 0.32, N = 14SE +/- 0.87, N = 14SE +/- 0.45, N = 14SE +/- 1.25, N = 14SE +/- 0.86, N = 14SE +/- 340.68, N = 15SE +/- 44.96, N = 1510120.8016502.9013956.2110234.2515545.637811.2715399.955883.1510033.788458.8411161.709219.3414731.977995.961. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NAMD CUDA

NAMD is a parallel molecular dynamics code designed for high-performance simulation of large biomolecular systems. NAMD was developed by the Theoretical and Computational Biophysics Group in the Beckman Institute for Advanced Science and Technology at the University of Illinois at Urbana-Champaign. This version of the NAMD test profile uses CUDA GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 20700.03490.06980.10470.13960.1745SE +/- 0.00014, N = 3SE +/- 0.00010, N = 5SE +/- 0.00023, N = 5SE +/- 0.00019, N = 5SE +/- 0.00031, N = 5SE +/- 0.00029, N = 5SE +/- 0.00130, N = 5SE +/- 0.00054, N = 5SE +/- 0.00049, N = 5SE +/- 0.00020, N = 5SE +/- 0.00058, N = 5SE +/- 0.00016, N = 5SE +/- 0.00078, N = 5SE +/- 0.00031, N = 50.124850.119880.120990.138010.120660.155020.133040.154710.126110.129280.135220.143230.133240.15247

OctaneBench

OctaneBench is a test of the OctaneRender on the GPU and requires the use of NVIDIA CUDA. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgScore, More Is BetterOctaneBench 2020.1Total ScoreRTX 3070 TiRTX 3090RTX 3080RTX 2080RTX 3080 TiRTX 2060 SUPERTITAN RTXRTX 3060RTX 3070RTX 3060 TiRTX 2080 SUPERRTX 2070 SUPERRTX 2080 TiRTX 2070150300450600750454.50679.58568.26260.46666.48242.68382.42293.78413.18384.18270.30258.36359.84242.94