NVIDIA RTX 40 Series Compute

Benchmarks by Michael Larabel 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 2401305-NE-NVIDIACOM43
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CPU Massive 2 Tests
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Multi-Core 4 Tests
NVIDIA GPU Compute 4 Tests
Renderers 4 Tests

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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
RTX 2060 SUPER
January 23
  1 Hour, 58 Minutes
RTX 2070
January 27
  2 Hours
RTX 2070 SUPER
January 23
  1 Hour, 45 Minutes
RTX 2080
January 24
  1 Hour, 39 Minutes
RTX 2080 SUPER
January 24
  1 Hour, 33 Minutes
TITAN RTX
January 26
  1 Hour, 19 Minutes
RTX 3060
January 22
  2 Hours, 9 Minutes
RTX 3060 Ti
January 21
  1 Hour, 38 Minutes
RTX 3070
January 20
  1 Hour, 33 Minutes
RTX 3070 Ti
January 21
  1 Hour, 26 Minutes
RTX 3080
January 22
  1 Hour, 13 Minutes
RTX 3080 Ti
January 21
  1 Hour, 10 Minutes
RTX 3090
January 24
  1 Hour, 6 Minutes
RTX 4060
January 20
  1 Hour, 56 Minutes
RTX 4070
January 27
  1 Hour, 22 Minutes
RTX 4070 SUPER
January 28
  1 Hour, 17 Minutes
RTX 4070 Ti SUPER
January 28
  1 Hour, 7 Minutes
RTX 4080
January 22
  1 Hour, 5 Minutes
RTX 4080 SUPER
January 29
  1 Hour, 1 Minute
RTX 4090
January 21
  53 Minutes
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  1 Hour, 28 Minutes

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NVIDIA RTX 40 Series ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPERAMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads)ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS)AMD Device 14d82 x 16 GB DRAM-6000MT/s G Skill F5-6000J3038F16G4001GB Western Digital WD_BLACK SN850X 4000GB + 2000GB Samsung SSD 980 PRO 2TBNVIDIA GeForce RTX 3070 8GBNVIDIA GA104 HD AudioDELL U2723QEIntel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411Ubuntu 23.106.7.0-060700-generic (x86_64)GNOME Shell 45.2X Server 1.21.1.7NVIDIA 545.29.064.6.0OpenCL 3.0 CUDA 12.3.99GCC 13.2.0 + LLVM 16.0.6ext43840x21602000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GBMSI NVIDIA GeForce RTX 4060 8GBNVIDIA Device 22beNVIDIA GeForce RTX 4090 24GBNVIDIA AD102 HD AudioNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 3060 Ti 8GBNVIDIA GA104 HD Audio4001GB Western Digital WD_BLACK SN850X 4000GB + 2000GB Samsung SSD 980 PRO 2TBNVIDIA GeForce RTX 3070 Ti 8GB2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GA106 HD AudioNVIDIA GeForce RTX 4080 16GBNVIDIA Device 22bbNVIDIA GeForce RTX 3080 10GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA TU106 HD AudioNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA TU104 HD AudioNVIDIA GeForce RTX 2080 SUPER 8GBNVIDIA GeForce RTX 3090 24GBNVIDIA GA102 HD AudioZotac NVIDIA GeForce RTX 2080 8GBNVIDIA TU104 HD Audio4001GB Western Digital WD_BLACK SN850X 4000GB + 2000GB Samsung SSD 980 PRO 2TBNVIDIA TITAN RTX 24GBNVIDIA TU102 HD Audio2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GBASUS NVIDIA GeForce RTX 2070 8GBNVIDIA TU106 HD AudioNVIDIA GeForce RTX 4070 12GBNVIDIA Device 22bcNVIDIA GeForce RTX 4070 SUPER 12GBNVIDIA 550.40.07OpenCL 3.0 CUDA 12.4.74ASUS NVIDIA GeForce RTX 4070 Ti SUPER 16GBNVIDIA Device 22bbNVIDIA GeForce RTX 4080 SUPER 16GBOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-cet --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-serialization=2 --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-defaulted --enable-offload-targets=nvptx-none=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-13-XYspKM/gcc-13-13.2.0/debian/tmp-gcn/usr --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 -vProcessor Details- Scaling Governor: amd-pstate-epp performance (EPP: performance) - CPU Microcode: 0xa601203Graphics Details- RTX 3070: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2b- RTX 4060: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 95.07.31.00.e3- RTX 4090: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 95.02.20.00.01- RTX 3080 Ti: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.71.00.01- RTX 3060 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2c- RTX 3070 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.5b.00.02- RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.06.14.40.46- RTX 4080: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.03.0e.00.04- RTX 3080: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.20.00.07- RTX 2060 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.06.44.00.01- RTX 2070 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.04.76.00.01- RTX 2080 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.04.79.00.01- RTX 3090: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 94.02.27.00.02- RTX 2080: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.04.0d.00.1e- TITAN RTX: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.02.23.00.01- RTX 2070: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.06.0b.40.83- RTX 4070: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.04.49.00.03- RTX 4070 SUPER: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.04.69.00.01- RTX 4070 Ti SUPER: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.03.45.00.9c- RTX 4080 SUPER: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.03.44.00.01OpenCL Details- RTX 3070: GPU Compute Cores: 5888- RTX 4060: GPU Compute Cores: 3072- RTX 4090: GPU Compute Cores: 16384- RTX 3080 Ti: GPU Compute Cores: 10240- RTX 3060 Ti: GPU Compute Cores: 4864- RTX 3070 Ti: GPU Compute Cores: 6144- RTX 3060: GPU Compute Cores: 3584- RTX 4080: GPU Compute Cores: 9728- RTX 3080: GPU Compute Cores: 8704- RTX 2060 SUPER: GPU Compute Cores: 2176- RTX 2070 SUPER: GPU Compute Cores: 2560- RTX 2080 SUPER: GPU Compute Cores: 3072- RTX 3090: GPU Compute Cores: 10496- RTX 2080: GPU Compute Cores: 2944- TITAN RTX: GPU Compute Cores: 4608- RTX 2070: GPU Compute Cores: 2304- RTX 4070: GPU Compute Cores: 5888- RTX 4070 SUPER: GPU Compute Cores: 7168- RTX 4070 Ti SUPER: GPU Compute Cores: 8448- RTX 4080 SUPER: GPU Compute Cores: 10240Python Details- Python 3.11.6Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Not affected + spec_rstack_overflow: Vulnerable: Safe RET no microcode + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced / Automatic IBRS IBPB: conditional STIBP: always-on RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected

RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPERResult OverviewPhoronix Test Suite100%290%480%670%859%Chaos Group V-RAYGpuOwlLuxCoreRenderBlenderProjectPhysX OpenCL-BenchmarkIndigoBenchFluidX3DPyTorch

NVIDIA RTX 40 Series Computeblender: BMW27 - NVIDIA OptiXblender: Classroom - NVIDIA OptiXblender: Fishy Cat - NVIDIA OptiXblender: Pabellon Barcelona - NVIDIA OptiXblender: Barbershop - NVIDIA OptiXv-ray: NVIDIA CUDA GPUv-ray: NVIDIA RTX GPUindigobench: OpenCL GPU - Supercarindigobench: OpenCL GPU - Bedroomluxcorerender: DLSC - GPUluxcorerender: Rainbow Colors and Prism - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Orange Juice - GPUluxcorerender: Danish Mood - GPUfluidx3d: FP32-FP32fluidx3d: FP32-FP16Sfluidx3d: FP32-FP16Cgpuowl: 57885161gpuowl: 77936867gpuowl: 332220523opencl-benchmark: FP64 Computeopencl-benchmark: FP32 Computeopencl-benchmark: INT64 Computeopencl-benchmark: INT32 Computeopencl-benchmark: INT16 Computeopencl-benchmark: INT8 Computeopencl-benchmark: Memory Bandwidth Coalesced Readopencl-benchmark: Memory Bandwidth Coalesced Writepytorch: NVIDIA CUDA GPU - 512 - ResNet-50pytorch: NVIDIA CUDA GPU - 512 - ResNet-152RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER9.9825.3617.6328.1988.751416187436.89113.1746.9321.526.667.045.57259750794884497.02369.1478.550.35622.2723.27011.4529.9878.454414.43422.01287.04126.559.2223.9519.0326.2298.261239186028.6909.6865.3713.155.225.484.56160830463112374.53275.7458.240.26416.5022.0918.4917.3916.250253.03258.23288.08117.113.807.965.598.9032.544333564579.19635.62222.2741.0319.2517.5018.52572610237115421909.611426.53302.791.38985.8434.35144.40338.43933.325927.88905.50401.36147.316.6415.9711.1617.8557.272045291851.01820.38511.3132.0011.1410.089.135199101229144817.44615.01131.090.60637.2983.15519.32916.36813.584842.88866.26387.25145.3611.0028.1420.1831.3598.841250168533.38611.6815.9519.085.706.184.78263751364698421.23313.1565.930.29918.6933.0909.6588.4017.187414.45422267.12117.409.2223.4816.7026.2383.711487203138.50613.8677.1822.206.967.185.78350769155913503.95372.0279.250.36122.5533.18511.59410.1158.730562.78578.09305.64130.8314.4838.4528.3742.74135.48811114724.3848.2854.2513.574.104.823.34203939323386284.50209.1344.280.20113.0801.9256.7945.9175.117335.75339.67204.4187.194.6810.107.7611.2741.123070418264.82225.67915.2932.4214.5212.4812.813820768378071138.95861.82182.690.83051.5694.52126.62323.08120.150653.28611.31387.42147.447.5218.3812.4921.0165.481777244945.61217.7659.8427.229.639.087.89433884607999725.69533.43116.070.53032.9243.26616.95614.52612.162702.77721.77388.94143.6413.2835.9827.6843.41141.7451183923.1857.5693.2712.353.593.662.73243749824442355.871886121263.9956.170.2558.2722.1858.2147.0495.457388.00418.57191.5380.2712.8534.6324.8141.82131.40794106824.4757.9854.1112.144.214.473.55232149484955419.64310.7266.040.3019.7853.0679.7078.4076.498388.30409.50200.5184.3812.3533.5721.8240.56126.60804101325.8878.3134.4411.734.494.733.81250454235351508.82377.0380.430.36511.8913.63011.83110.4037.897426.01452.00208.6887.606.4515.5610.6717.5455.512108299552.79821.04811.8732.5211.6010.499.695328104919610882.36656.60139.800.64339.6613.17020.41717.26014.333864.49885.87389.05146.2212.7434.8823.2941.65130.9878299825.0158.0624.2211.804.334.583.65232249574966463.18344.1273.300.33510.8983.31010.8079.2647.098387.25417.55197.6282.869.2924.4516.2528.2992.68970145234.92412.0615.9116.376.376.055.10334371087157711.07531.73115.730.53017.1773.57617.08113.89910.943556.60603.99263.23106.9614.4039.5029.7847.35155.7045073621.1956.9462.9311.373.243.362.49227045894223330.62244.7451.780.2568.4842.1268.3777.2605.657388.49421.16177.7373.526.8516.4512.2117.9865.091720250544.69916.7739.2520.218.918.367.54268946795252656.75486.70103.410.50831.6483.42816.31214.16612.354465.36459.27369.73140.045.8013.199.9214.6853.452250309152.17219.46211.5924.7811.349.789.65277855475670850.83631.18133.960.61438.1753.98919.67216.87014.363464.76455.27386.65141.975.2511.708.7312.8846.442697368160.45324.19413.7628.2813.0811.5411.243830644772851003.01744.60159.720.72545.0314.30423.20120.20117.227619.58612.02399.92146.294.6310.127.5711.0940.643073411364.92526.19415.8232.5314.8412.8113.243967777881061187.648456057889.94188.700.86453.6424.24627.65424.02420.916681.11627.33399.58147.59OpenBenchmarking.org

Blender

Blender is an open-source 3D creation and modeling software project. This test is of Blender's Cycles performance with various sample files. GPU computing via NVIDIA OptiX and NVIDIA CUDA is currently supported as well as HIP for AMD Radeon GPUs and Intel oneAPI for Intel Graphics. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: BMW27 - Compute: NVIDIA OptiXRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER48121620SE +/- 0.01, N = 5SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.02, N = 5SE +/- 0.02, N = 5SE +/- 0.12, N = 8SE +/- 0.06, N = 15SE +/- 0.01, N = 6SE +/- 0.12, N = 7SE +/- 0.10, N = 10SE +/- 0.04, N = 4SE +/- 0.02, N = 6SE +/- 0.02, N = 4SE +/- 0.05, N = 15SE +/- 0.01, N = 4SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.01, N = 79.989.223.806.6411.009.2214.484.687.5213.2812.8512.356.4512.749.2914.406.855.805.254.63

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: NVIDIA OptiXRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER918273645SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 6SE +/- 0.01, N = 4SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 4SE +/- 0.03, N = 4SE +/- 0.01, N = 525.3623.957.9615.9728.1423.4838.4510.1018.3835.9834.6333.5715.5634.8824.4539.5016.4513.1911.7010.12

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER714212835SE +/- 0.21, N = 4SE +/- 0.21, N = 4SE +/- 0.06, N = 15SE +/- 0.09, N = 9SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.30, N = 3SE +/- 0.06, N = 15SE +/- 0.01, N = 4SE +/- 0.27, N = 3SE +/- 0.27, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 5SE +/- 0.03, N = 3SE +/- 0.16, N = 5SE +/- 0.06, N = 3SE +/- 0.10, N = 8SE +/- 0.05, N = 15SE +/- 0.05, N = 15SE +/- 0.01, N = 617.6319.035.5911.1620.1816.7028.377.7612.4927.6824.8121.8210.6723.2916.2529.7812.219.928.737.57

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER1122334455SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 5SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 4SE +/- 0.00, N = 428.1926.228.9017.8531.3526.2342.7411.2721.0143.4141.8240.5617.5441.6528.2947.3517.9814.6812.8811.09

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: NVIDIA OptiXRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER306090120150SE +/- 0.01, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.17, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.21, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.16, N = 3SE +/- 0.06, N = 3SE +/- 0.14, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 388.7598.2632.5457.2798.8483.71135.4841.1265.48141.74131.40126.6055.51130.9892.68155.7065.0953.4546.4440.64

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 5.02Mode: NVIDIA CUDA GPURTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER9001800270036004500SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 2.31, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.67, N = 3SE +/- 0.33, N = 3SE +/- 1.45, N = 3SE +/- 0.88, N = 3SE +/- 1.20, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 1.20, N = 3SE +/- 1.00, N = 3SE +/- 0.00, N = 3SE +/- 1.53, N = 3SE +/- 1.20, N = 3SE +/- 5.61, N = 3SE +/- 1.67, N = 31416123943332045125014878113070177751179480421087829704501720225026973073

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA RTX GPURTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER12002400360048006000SE +/- 3.21, N = 3SE +/- 2.08, N = 3SE +/- 16.17, N = 3SE +/- 4.67, N = 3SE +/- 2.52, N = 3SE +/- 0.33, N = 3SE +/- 0.67, N = 3SE +/- 6.01, N = 3SE +/- 3.18, N = 3SE +/- 1.33, N = 3SE +/- 4.37, N = 3SE +/- 0.00, N = 3SE +/- 1.76, N = 3SE +/- 0.67, N = 3SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 0.67, N = 3SE +/- 3.61, N = 3SE +/- 3.51, N = 3SE +/- 6.93, N = 318741860564529181685203111474182244983910681013299599814527362505309136814113

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 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER20406080100SE +/- 0.04, N = 3SE +/- 0.08, N = 3SE +/- 0.57, N = 3SE +/- 0.03, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.08, N = 3SE +/- 0.37, N = 3SE +/- 0.15, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.31, N = 3SE +/- 0.07, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.31, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.34, N = 336.8928.6979.2051.0233.3938.5124.3864.8245.6123.1924.4825.8952.8025.0234.9221.2044.7052.1760.4564.93

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER816243240SE +/- 0.003, N = 3SE +/- 0.004, N = 3SE +/- 0.105, N = 3SE +/- 0.022, N = 3SE +/- 0.013, N = 3SE +/- 0.015, N = 3SE +/- 0.011, N = 3SE +/- 0.068, N = 3SE +/- 0.004, N = 3SE +/- 0.002, N = 3SE +/- 0.009, N = 3SE +/- 0.007, N = 3SE +/- 0.007, N = 3SE +/- 0.006, N = 3SE +/- 0.027, N = 3SE +/- 0.007, N = 3SE +/- 0.004, N = 3SE +/- 0.013, N = 3SE +/- 0.003, N = 3SE +/- 0.037, N = 313.1749.68635.62220.38511.68113.8678.28525.67917.7657.5697.9858.31321.0488.06212.0616.94616.77319.46224.19426.194

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 2.6Scene: DLSC - Acceleration: GPURTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER510152025SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.935.3722.2711.315.957.184.2515.299.843.274.114.4411.874.225.912.939.2511.5913.7615.82

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: GPURTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER918273645SE +/- 0.12, N = 5SE +/- 0.07, N = 4SE +/- 0.20, N = 7SE +/- 0.09, N = 6SE +/- 0.05, N = 5SE +/- 0.06, N = 5SE +/- 0.03, N = 4SE +/- 0.16, N = 6SE +/- 0.21, N = 9SE +/- 0.06, N = 4SE +/- 0.02, N = 4SE +/- 0.06, N = 4SE +/- 0.07, N = 6SE +/- 0.05, N = 4SE +/- 0.04, N = 5SE +/- 0.06, N = 4SE +/- 0.07, N = 5SE +/- 0.24, N = 6SE +/- 0.03, N = 6SE +/- 0.17, N = 621.5213.1541.0332.0019.0822.2013.5732.4227.2212.3512.1411.7332.5211.8016.3711.3720.2124.7828.2832.53

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: GPURTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER510152025SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 36.665.2219.2511.145.706.964.1014.529.633.594.214.4911.604.336.373.248.9111.3413.0814.84

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: GPURTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER48121620SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 37.045.4817.5010.086.187.184.8212.489.083.664.474.7310.494.586.053.368.369.7811.5412.81

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: GPURTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER510152025SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.22, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.09, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.12, N = 35.574.5618.529.134.785.783.3412.817.892.733.553.819.693.655.102.497.549.6511.2413.24

FluidX3D

FluidX3D is a speedy and memory efficient Boltzmann CFD (Computational Fluid Dynamics) software package implemented using OpenCL and intended for GPU acceleration. FluidX3D is developed by Moritz Lehmann and written free for non-commercial use. This is a test profile measuring the system OpenCL performance using the FluidX3D benchmark. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP32RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER12002400360048006000SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 3.18, N = 3SE +/- 2.08, N = 3SE +/- 3.51, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 4.04, N = 325971608572651992637350720393820433824372321250453282322334322702689277838303967

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP16SRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER2K4K6K8K10KSE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 4.36, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.88, N = 3SE +/- 0.58, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 2.73, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 350793046102371012251366915393276838460498249485423104914957710845894679554764477778

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP16CRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER2K4K6K8K10KSE +/- 2.33, N = 3SE +/- 0.67, N = 3SE +/- 0.25, N = 4SE +/- 19.94, N = 3SE +/- 5.49, N = 3SE +/- 8.69, N = 3SE +/- 1.20, N = 3SE +/- 9.45, N = 3SE +/- 12.24, N = 3SE +/- 10.41, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 6.69, N = 3SE +/- 5.93, N = 3SE +/- 1.76, N = 3SE +/- 16.42, N = 3SE +/- 1.86, N = 3SE +/- 8.84, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3488431121154291444698591333867807799944424955535196104966715742235252567072858106

GpuOwl

GpuOwl is a Mersenne primality tester leveraging OpenCL for cross-vendor GPU acceleration. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.2.1Exponent: 57885161RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER400800120016002000SE +/- 0.00, N = 3SE +/- 0.14, N = 3SE +/- 1.22, N = 3SE +/- 1.56, N = 3SE +/- 0.18, N = 3SE +/- 0.08, N = 3SE +/- 0.24, N = 3SE +/- 0.00, N = 3SE +/- 0.53, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.12, N = 3SE +/- 2.08, N = 3SE +/- 0.12, N = 3SE +/- 1.18, N = 3SE +/- 0.13, N = 3SE +/- 1.01, N = 3SE +/- 1.05, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3497.02374.531909.61817.44421.23503.95284.501138.95725.69355.87419.64508.82882.36463.18711.07330.62656.75850.831003.011187.65

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.2.1Exponent: 77936867RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER30060090012001500SE +/- 0.00, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.38, N = 3SE +/- 0.13, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.50, N = 3SE +/- 0.38, N = 3SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.19, N = 3SE +/- 0.25, N = 3SE +/- 0.07, N = 3SE +/- 0.38, N = 3SE +/- 0.07, N = 3SE +/- 0.80, N = 3SE +/- 0.87, N = 3SE +/- 0.00, N = 3SE +/- 0.53, N = 3369.14275.741426.53615.01313.15372.02209.13861.82533.43263.99310.72377.03656.60344.12531.73244.74486.70631.18744.60889.94

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.2.1Exponent: 332220523RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER70140210280350SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 378.5558.24302.79131.0965.9379.2544.28182.69116.0756.1766.0480.43139.8073.30115.7351.78103.41133.96159.72188.70

ProjectPhysX OpenCL-Benchmark

ProjectPhysX OpenCL-Benchmark provides various OpenCL compute and memory bandwidth micro-benchmarks Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP64 ComputeRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER0.31250.6250.93751.251.5625SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 5SE +/- 0.000, N = 4SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 4SE +/- 0.001, N = 4SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 4SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 4SE +/- 0.001, N = 4SE +/- 0.000, N = 4SE +/- 0.000, N = 50.3560.2641.3890.6060.2990.3610.2010.8300.5300.2550.3010.3650.6430.3350.5300.2560.5080.6140.7250.8641. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP32 ComputeRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER20406080100SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.014, N = 5SE +/- 0.019, N = 4SE +/- 0.001, N = 3SE +/- 0.002, N = 3SE +/- 0.049, N = 3SE +/- 0.032, N = 4SE +/- 0.026, N = 4SE +/- 0.018, N = 3SE +/- 0.000, N = 3SE +/- 0.030, N = 3SE +/- 0.001, N = 4SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.023, N = 3SE +/- 0.025, N = 4SE +/- 0.001, N = 4SE +/- 0.012, N = 4SE +/- 0.007, N = 522.27216.50285.84337.29818.69322.55313.08051.56932.9248.2729.78511.89139.66110.89817.1778.48431.64838.17545.03153.6421. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT64 ComputeRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER1.01722.03443.05164.06885.086SE +/- 0.000, N = 3SE +/- 0.003, N = 3SE +/- 0.007, N = 5SE +/- 0.014, N = 4SE +/- 0.009, N = 3SE +/- 0.002, N = 3SE +/- 0.008, N = 3SE +/- 0.007, N = 4SE +/- 0.020, N = 4SE +/- 0.000, N = 3SE +/- 0.025, N = 3SE +/- 0.005, N = 3SE +/- 0.054, N = 4SE +/- 0.010, N = 3SE +/- 0.010, N = 3SE +/- 0.003, N = 3SE +/- 0.001, N = 4SE +/- 0.006, N = 4SE +/- 0.002, N = 4SE +/- 0.003, N = 53.2702.0914.3513.1553.0903.1851.9254.5213.2662.1853.0673.6303.1703.3103.5762.1263.4283.9894.3044.2461. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT32 ComputeRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER1020304050SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 5SE +/- 0.037, N = 4SE +/- 0.014, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.022, N = 4SE +/- 0.033, N = 4SE +/- 0.002, N = 3SE +/- 0.023, N = 3SE +/- 0.030, N = 3SE +/- 0.046, N = 4SE +/- 0.014, N = 3SE +/- 0.046, N = 3SE +/- 0.004, N = 3SE +/- 0.000, N = 4SE +/- 0.000, N = 4SE +/- 0.001, N = 4SE +/- 0.009, N = 511.4528.49144.40319.3299.65811.5946.79426.62316.9568.2149.70711.83120.41710.80717.0818.37716.31219.67223.20127.6541. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT16 ComputeRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER918273645SE +/- 0.002, N = 3SE +/- 0.003, N = 3SE +/- 0.051, N = 5SE +/- 0.006, N = 4SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.014, N = 3SE +/- 0.006, N = 4SE +/- 0.045, N = 4SE +/- 0.028, N = 3SE +/- 0.027, N = 3SE +/- 0.027, N = 3SE +/- 0.033, N = 4SE +/- 0.031, N = 3SE +/- 0.038, N = 3SE +/- 0.019, N = 3SE +/- 0.008, N = 4SE +/- 0.004, N = 4SE +/- 0.007, N = 4SE +/- 0.010, N = 59.9877.39138.43916.3688.40110.1155.91723.08114.5267.0498.40710.40317.2609.26413.8997.26014.16616.87020.20124.0241. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT8 ComputeRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER816243240SE +/- 0.000, N = 3SE +/- 0.034, N = 3SE +/- 0.061, N = 5SE +/- 0.057, N = 4SE +/- 0.036, N = 3SE +/- 0.011, N = 3SE +/- 0.012, N = 3SE +/- 0.006, N = 4SE +/- 0.072, N = 4SE +/- 0.001, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.001, N = 4SE +/- 0.004, N = 3SE +/- 0.069, N = 3SE +/- 0.015, N = 3SE +/- 0.008, N = 4SE +/- 0.038, N = 4SE +/- 0.001, N = 4SE +/- 0.011, N = 58.4546.25033.32513.5847.1878.7305.11720.15012.1625.4576.4987.89714.3337.09810.9435.65712.35414.36317.22720.9161. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced ReadRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER2004006008001000SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 5SE +/- 0.03, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 4SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 4SE +/- 0.02, N = 3SE +/- 0.16, N = 3SE +/- 0.09, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 5414.43253.03927.88842.88414.45562.78335.75653.28702.77388.00388.30426.01864.49387.25556.60388.49465.36464.76619.58681.111. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced WriteRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER2004006008001000SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.29, N = 5SE +/- 0.01, N = 4SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.28, N = 4SE +/- 0.02, N = 4SE +/- 0.15, N = 3SE +/- 0.64, N = 3SE +/- 0.51, N = 3SE +/- 0.04, N = 4SE +/- 0.64, N = 3SE +/- 0.30, N = 3SE +/- 0.04, N = 3SE +/- 0.18, N = 4SE +/- 0.23, N = 4SE +/- 0.23, N = 4SE +/- 0.43, N = 5422.01258.23905.50866.26422.00578.09339.67611.31721.77418.57409.50452.00885.87417.55603.99421.16459.27455.27612.02627.331. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Currently this test profile is catered to CPU-based testing. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: ResNet-50RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER90180270360450SE +/- 0.67, N = 5SE +/- 0.56, N = 5SE +/- 2.01, N = 6SE +/- 1.61, N = 6SE +/- 0.60, N = 5SE +/- 0.48, N = 5SE +/- 0.37, N = 4SE +/- 1.24, N = 6SE +/- 1.06, N = 6SE +/- 0.16, N = 4SE +/- 0.10, N = 4SE +/- 0.39, N = 4SE +/- 1.32, N = 6SE +/- 0.22, N = 4SE +/- 0.38, N = 5SE +/- 0.43, N = 4SE +/- 1.00, N = 5SE +/- 0.86, N = 6SE +/- 1.81, N = 6SE +/- 1.09, N = 6287.04288.08401.36387.25267.12305.64204.41387.42388.94191.53200.51208.68389.05197.62263.23177.73369.73386.65399.92399.58

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: ResNet-152RTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER306090120150SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.83, N = 3SE +/- 0.46, N = 3SE +/- 0.19, N = 3SE +/- 0.24, N = 3SE +/- 0.18, N = 3SE +/- 1.10, N = 3SE +/- 1.03, N = 3SE +/- 0.15, N = 3SE +/- 0.10, N = 3SE +/- 0.08, N = 3SE +/- 0.33, N = 3SE +/- 0.11, N = 3SE +/- 0.17, N = 3SE +/- 0.16, N = 3SE +/- 0.31, N = 3SE +/- 0.98, N = 3SE +/- 0.72, N = 3SE +/- 0.91, N = 3126.55117.11147.31145.36117.40130.8387.19147.44143.6480.2784.3887.60146.2282.86106.9673.52140.04141.97146.29147.59

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 3070RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER60120180240300Min: 14.88 / Avg: 107.51 / Max: 219.28Min: 13.54 / Avg: 34.16 / Max: 322.66Min: 20.08 / Avg: 179.98 / Max: 349.71Min: 19.64 / Avg: 119.17 / Max: 199.96Min: 23.19 / Avg: 167.28 / Max: 289.92Min: 19.36 / Avg: 87.09 / Max: 151.4Min: 9.6 / Avg: 131.42 / Max: 259.62Min: 16.53 / Avg: 220.58 / Max: 319.93Min: 17.39 / Avg: 114.08 / Max: 198.52Min: 14.9 / Avg: 124.93 / Max: 220.48Min: 10.27 / Avg: 129.96 / Max: 255.32Min: 16.24 / Avg: 253.87 / Max: 348.11Min: 14.33 / Avg: 141.11 / Max: 223.41Min: 9.65 / Avg: 194.86 / Max: 286.86Min: 6.75 / Avg: 109.77 / Max: 188.99Min: 7.95 / Avg: 93.57 / Max: 184.25Min: 3.4 / Avg: 106.14 / Max: 213.55Min: 8.14 / Avg: 141.6 / Max: 272.56Min: 9.23 / Avg: 123.83 / Max: 251.41

GPU Temperature Monitor

OpenBenchmarking.orgCelsiusGPU Temperature MonitorPhoronix Test Suite System MonitoringRTX 3070RTX 4060RTX 4090RTX 3080 TiRTX 3060 TiRTX 3070 TiRTX 3060RTX 4080RTX 3080RTX 2060 SUPERRTX 2070 SUPERRTX 2080 SUPERRTX 3090RTX 2080TITAN RTXRTX 2070RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080 SUPER1632486480Min: 35 / Avg: 58.6 / Max: 73Min: 34 / Avg: 52.86 / Max: 65Min: 33 / Avg: 42.46 / Max: 59Min: 36 / Avg: 62.58 / Max: 78Min: 40 / Avg: 61.62 / Max: 72Min: 48 / Avg: 68.94 / Max: 80Min: 43 / Avg: 54.51 / Max: 64Min: 32 / Avg: 45.66 / Max: 60Min: 49 / Avg: 70.32 / Max: 78Min: 32 / Avg: 63.7 / Max: 74Min: 28 / Avg: 59.08 / Max: 71Min: 29 / Avg: 60.19 / Max: 73Min: 45 / Avg: 64.33 / Max: 71Min: 51 / Avg: 73.87 / Max: 83Min: 40 / Avg: 71.04 / Max: 78Min: 33 / Avg: 63.8 / Max: 76Min: 33 / Avg: 48.29 / Max: 62Min: 34 / Avg: 53.31 / Max: 68Min: 36 / Avg: 49.56 / Max: 60Min: 33 / Avg: 45.64 / Max: 57