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
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

Limit displaying results to tests within:

CPU Massive 2 Tests
Creator Workloads 4 Tests
Multi-Core 4 Tests
NVIDIA GPU Compute 4 Tests
Renderers 4 Tests

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Geometric Means Per-Suite/Category
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
Hide
Result
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
Invert Hiding All Results Option
  1 Hour, 28 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 RTX 40 Series ComputeProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLCompilerFile-SystemScreen ResolutionRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090AMD 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 F5-6000J3038F16G2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GBNVIDIA GeForce RTX 2060 SUPER 8GBNVIDIA TU106 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 16.0.6ext43840x2160ASUS NVIDIA GeForce RTX 2070 8GBNVIDIA GeForce RTX 2070 SUPER 8GBNVIDIA TU104 HD AudioZotac NVIDIA GeForce RTX 2080 8GBNVIDIA GeForce RTX 2080 SUPER 8GB4001GB 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 4000GBeVGA NVIDIA GeForce RTX 3060 12GBNVIDIA GA106 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 8GBNVIDIA GeForce RTX 3070 Ti 8GB2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GBNVIDIA GeForce RTX 3080 10GBNVIDIA GA102 HD AudioNVIDIA GeForce RTX 3080 Ti 12GBNVIDIA GeForce RTX 3090 24GBMSI NVIDIA GeForce RTX 4060 8GBNVIDIA Device 22beNVIDIA 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 16GBNVIDIA 545.29.06OpenCL 3.0 CUDA 12.3.99NVIDIA GeForce RTX 4080 SUPER 16GBNVIDIA 550.40.07OpenCL 3.0 CUDA 12.4.74NVIDIA GeForce RTX 4090 24GBNVIDIA AD102 HD AudioNVIDIA 545.29.06OpenCL 3.0 CUDA 12.3.99OpenBenchmarking.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 2060 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.06.44.00.01- RTX 2070: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.06.0b.40.83- RTX 2070 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.04.76.00.01- RTX 2080: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.04.0d.00.1e- RTX 2080 SUPER: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.04.79.00.01- TITAN RTX: BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 90.02.23.00.01- RTX 3060: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.06.14.40.46- RTX 3060 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2c- RTX 3070: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.25.00.2b- RTX 3070 Ti: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 94.04.5b.00.02- RTX 3080: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.20.00.07- RTX 3080 Ti: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 94.02.71.00.01- RTX 3090: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 94.02.27.00.02- RTX 4060: BAR1 / Visible vRAM Size: 8192 MiB - vBIOS Version: 95.07.31.00.e3- 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: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.03.0e.00.04- RTX 4080 SUPER: BAR1 / Visible vRAM Size: 16384 MiB - vBIOS Version: 95.03.44.00.01- RTX 4090: BAR1 / Visible vRAM Size: 32768 MiB - vBIOS Version: 95.02.20.00.01OpenCL Details- 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- 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- RTX 4060: GPU Compute Cores: 3072- RTX 4070: GPU Compute Cores: 5888- RTX 4070 SUPER: GPU Compute Cores: 7168- RTX 4070 Ti SUPER: GPU Compute Cores: 8448- RTX 4080: GPU Compute Cores: 9728- RTX 4080 SUPER: GPU Compute Cores: 10240- RTX 4090: GPU Compute Cores: 16384Python 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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090Result 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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409013.2835.9827.6843.41141.7451183923.1857.5693.2712.353.593.662.73243749824442355.871886121263.9956.170.2558.2722.1858.2147.0495.457388.00418.57191.5380.2714.4039.5029.7847.35155.7045073621.1956.9462.9311.373.243.362.49227045894223330.62244.7451.780.2568.4842.1268.3777.2605.657388.49421.16177.7373.5212.8534.6324.8141.82131.40794106824.4757.9854.1112.144.214.473.55232149484955419.64310.7266.040.3019.7853.0679.7078.4076.498388.30409.50200.5184.3812.7434.8823.2941.65130.9878299825.0158.0624.2211.804.334.583.65232249574966463.18344.1273.300.33510.8983.31010.8079.2647.098387.25417.55197.6282.8612.3533.5721.8240.56126.60804101325.8878.3134.4411.734.494.733.81250454235351508.82377.0380.430.36511.8913.63011.83110.4037.897426.01452.00208.6887.609.2924.4516.2528.2992.68970145234.92412.0615.9116.376.376.055.10334371087157711.07531.73115.730.53017.1773.57617.08113.89910.943556.60603.99263.23106.9614.4838.4528.3742.74135.48811114724.3848.2854.2513.574.104.823.34203939323386284.50209.1344.280.20113.0801.9256.7945.9175.117335.75339.67204.4187.1911.0028.1420.1831.3598.841250168533.38611.6815.9519.085.706.184.78263751364698421.23313.1565.930.29918.6933.0909.6588.4017.187414.45422267.12117.409.9825.3617.6328.1988.751416187436.89113.1746.9321.526.667.045.57259750794884497.02369.1478.550.35622.2723.27011.4529.9878.454414.43422.01287.04126.559.2223.4816.7026.2383.711487203138.50613.8677.1822.206.967.185.78350769155913503.95372.0279.250.36122.5533.18511.59410.1158.730562.78578.09305.64130.837.5218.3812.4921.0165.481777244945.61217.7659.8427.229.639.087.89433884607999725.69533.43116.070.53032.9243.26616.95614.52612.162702.77721.77388.94143.646.6415.9711.1617.8557.272045291851.01820.38511.3132.0011.1410.089.135199101229144817.44615.01131.090.60637.2983.15519.32916.36813.584842.88866.26387.25145.366.4515.5610.6717.5455.512108299552.79821.04811.8732.5211.6010.499.695328104919610882.36656.60139.800.64339.6613.17020.41717.26014.333864.49885.87389.05146.229.2223.9519.0326.2298.261239186028.6909.6865.3713.155.225.484.56160830463112374.53275.7458.240.26416.5022.0918.4917.3916.250253.03258.23288.08117.116.8516.4512.2117.9865.091720250544.69916.7739.2520.218.918.367.54268946795252656.75486.70103.410.50831.6483.42816.31214.16612.354465.36459.27369.73140.045.8013.199.9214.6853.452250309152.17219.46211.5924.7811.349.789.65277855475670850.83631.18133.960.61438.1753.98919.67216.87014.363464.76455.27386.65141.975.2511.708.7312.8846.442697368160.45324.19413.7628.2813.0811.5411.243830644772851003.01744.60159.720.72545.0314.30423.20120.20117.227619.58612.02399.92146.294.6810.107.7611.2741.123070418264.82225.67915.2932.4214.5212.4812.813820768378071138.95861.82182.690.83051.5694.52126.62323.08120.150653.28611.31387.42147.444.6310.127.5711.0940.643073411364.92526.19415.8232.5314.8412.8113.243967777881061187.648456057889.94188.700.86453.6424.24627.65424.02420.916681.11627.33399.58147.593.807.965.598.9032.544333564579.19635.62222.2741.0319.2517.5018.52572610237115421909.611426.53302.791.38985.8434.35144.40338.43933.325927.88905.50401.36147.31OpenBenchmarking.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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409048121620SE +/- 0.12, N = 7SE +/- 0.01, N = 4SE +/- 0.10, N = 10SE +/- 0.02, N = 4SE +/- 0.04, N = 4SE +/- 0.05, N = 15SE +/- 0.12, N = 8SE +/- 0.02, N = 5SE +/- 0.01, N = 5SE +/- 0.02, N = 5SE +/- 0.01, N = 6SE +/- 0.06, N = 15SE +/- 0.02, N = 6SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.06, N = 15SE +/- 0.01, N = 7SE +/- 0.06, N = 1513.2814.4012.8512.7412.359.2914.4811.009.989.227.526.646.459.226.855.805.254.684.633.80

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Classroom - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090918273645SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.06, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.03, N = 4SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.05, N = 4SE +/- 0.03, N = 4SE +/- 0.01, N = 5SE +/- 0.01, N = 5SE +/- 0.01, N = 635.9839.5034.6334.8833.5724.4538.4528.1425.3623.4818.3815.9715.5623.9516.4513.1911.7010.1010.127.96

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Fishy Cat - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090714212835SE +/- 0.27, N = 3SE +/- 0.06, N = 3SE +/- 0.27, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.16, N = 5SE +/- 0.30, N = 3SE +/- 0.01, N = 3SE +/- 0.21, N = 4SE +/- 0.01, N = 3SE +/- 0.01, N = 4SE +/- 0.09, N = 9SE +/- 0.01, N = 5SE +/- 0.21, N = 4SE +/- 0.10, N = 8SE +/- 0.05, N = 15SE +/- 0.05, N = 15SE +/- 0.06, N = 15SE +/- 0.01, N = 6SE +/- 0.06, N = 1527.6829.7824.8123.2921.8216.2528.3720.1817.6316.7012.4911.1610.6719.0312.219.928.737.767.575.59

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Pabellon Barcelona - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40901122334455SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.03, 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 +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 4SE +/- 0.02, N = 4SE +/- 0.00, N = 4SE +/- 0.01, N = 543.4147.3541.8241.6540.5628.2942.7431.3528.1926.2321.0117.8517.5426.2217.9814.6812.8811.2711.098.90

OpenBenchmarking.orgSeconds, Fewer Is BetterBlender 4.0Blend File: Barbershop - Compute: NVIDIA OptiXRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090306090120150SE +/- 0.16, N = 3SE +/- 0.07, N = 3SE +/- 0.06, N = 3SE +/- 0.09, N = 3SE +/- 0.14, N = 3SE +/- 0.03, N = 3SE +/- 0.21, N = 3SE +/- 0.07, N = 3SE +/- 0.01, N = 3SE +/- 0.11, N = 3SE +/- 0.07, N = 3SE +/- 0.17, N = 3SE +/- 0.06, N = 3SE +/- 0.18, N = 3SE +/- 0.13, N = 3SE +/- 0.06, N = 3SE +/- 0.08, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3141.74155.70131.40130.98126.6092.68135.4898.8488.7583.7165.4857.2755.5198.2665.0953.4546.4441.1240.6432.54

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40909001800270036004500SE +/- 1.20, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.20, N = 3SE +/- 0.33, N = 3SE +/- 1.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 1.67, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 1.86, N = 3SE +/- 0.67, N = 3SE +/- 1.53, N = 3SE +/- 1.20, N = 3SE +/- 5.61, N = 3SE +/- 1.45, N = 3SE +/- 1.67, N = 3SE +/- 2.31, N = 35114507947828049708111250141614871777204521081239172022502697307030734333

OpenBenchmarking.orgvrays, More Is BetterChaos Group V-RAY 5.02Mode: NVIDIA RTX GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409012002400360048006000SE +/- 1.33, N = 3SE +/- 1.00, N = 3SE +/- 4.37, N = 3SE +/- 0.67, N = 3SE +/- 0.00, N = 3SE +/- 1.33, N = 3SE +/- 0.67, N = 3SE +/- 2.52, N = 3SE +/- 3.21, N = 3SE +/- 0.33, N = 3SE +/- 3.18, N = 3SE +/- 4.67, N = 3SE +/- 1.76, N = 3SE +/- 2.08, N = 3SE +/- 0.67, N = 3SE +/- 3.61, N = 3SE +/- 3.51, N = 3SE +/- 6.01, N = 3SE +/- 6.93, N = 3SE +/- 16.17, N = 383973610689981013145211471685187420312449291829951860250530913681418241135645

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 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409020406080100SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.11, N = 3SE +/- 0.03, N = 3SE +/- 0.08, N = 3SE +/- 0.13, N = 3SE +/- 0.04, N = 3SE +/- 0.16, N = 3SE +/- 0.15, N = 3SE +/- 0.03, N = 3SE +/- 0.31, N = 3SE +/- 0.08, N = 3SE +/- 0.31, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.37, N = 3SE +/- 0.34, N = 3SE +/- 0.57, N = 323.1921.2024.4825.0225.8934.9224.3833.3936.8938.5145.6151.0252.8028.6944.7052.1760.4564.8264.9379.20

OpenBenchmarking.orgM samples/s, More Is BetterIndigoBench 4.4Acceleration: OpenCL GPU - Scene: BedroomRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090816243240SE +/- 0.002, N = 3SE +/- 0.007, N = 3SE +/- 0.009, N = 3SE +/- 0.006, N = 3SE +/- 0.007, N = 3SE +/- 0.027, N = 3SE +/- 0.011, N = 3SE +/- 0.013, N = 3SE +/- 0.003, N = 3SE +/- 0.015, N = 3SE +/- 0.004, N = 3SE +/- 0.022, N = 3SE +/- 0.007, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.013, N = 3SE +/- 0.003, N = 3SE +/- 0.068, N = 3SE +/- 0.037, N = 3SE +/- 0.105, N = 37.5696.9467.9858.0628.31312.0618.28511.68113.17413.86717.76520.38521.0489.68616.77319.46224.19425.67926.19435.622

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090510152025SE +/- 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 +/- 0.00, 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 +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 33.272.934.114.224.445.914.255.956.937.189.8411.3111.875.379.2511.5913.7615.2915.8222.27

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090918273645SE +/- 0.06, N = 4SE +/- 0.06, N = 4SE +/- 0.02, N = 4SE +/- 0.05, N = 4SE +/- 0.06, N = 4SE +/- 0.04, N = 5SE +/- 0.03, N = 4SE +/- 0.05, N = 5SE +/- 0.12, N = 5SE +/- 0.06, N = 5SE +/- 0.21, N = 9SE +/- 0.09, N = 6SE +/- 0.07, N = 6SE +/- 0.07, N = 4SE +/- 0.07, N = 5SE +/- 0.24, N = 6SE +/- 0.03, N = 6SE +/- 0.16, N = 6SE +/- 0.17, N = 6SE +/- 0.20, N = 712.3511.3712.1411.8011.7316.3713.5719.0821.5222.2027.2232.0032.5213.1520.2124.7828.2832.4232.5341.03

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090510152025SE +/- 0.01, N = 3SE +/- 0.00, 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 +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 33.593.244.214.334.496.374.105.706.666.969.6311.1411.605.228.9111.3413.0814.5214.8419.25

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409048121620SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 33.663.364.474.584.736.054.826.187.047.189.0810.0810.495.488.369.7811.5412.4812.8117.50

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: GPURTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090510152025SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.08, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.22, N = 32.732.493.553.653.815.103.344.785.575.787.899.139.694.567.549.6511.2412.8113.2418.52

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409012002400360048006000SE +/- 0.33, N = 3SE +/- 2.08, N = 3SE +/- 0.33, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 3.18, N = 3SE +/- 1.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 3.51, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.88, N = 3SE +/- 4.04, N = 3SE +/- 0.33, N = 324372270232123222504334320392637259735074338519953281608268927783830382039675726

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP16SRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40902K4K6K8K10KSE +/- 0.00, N = 3SE +/- 0.88, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.58, N = 3SE +/- 0.58, N = 3SE +/- 0.33, N = 3SE +/- 0.00, N = 3SE +/- 2.73, N = 3SE +/- 0.58, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 0.88, N = 3SE +/- 4.36, N = 349824589494849575423710839325136507969158460101221049130464679554764477683777810237

OpenBenchmarking.orgMLUPs/s, More Is BetterFluidX3D 2.9Test: FP32-FP16CRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40902K4K6K8K10KSE +/- 10.41, N = 3SE +/- 16.42, N = 3SE +/- 0.00, N = 3SE +/- 5.93, N = 3SE +/- 0.33, N = 3SE +/- 1.76, N = 3SE +/- 1.20, N = 3SE +/- 5.49, N = 3SE +/- 2.33, N = 3SE +/- 8.69, N = 3SE +/- 12.24, N = 3SE +/- 19.94, N = 3SE +/- 6.69, N = 3SE +/- 0.67, N = 3SE +/- 1.86, N = 3SE +/- 8.84, N = 3SE +/- 1.20, N = 3SE +/- 9.45, N = 3SE +/- 0.33, N = 3SE +/- 0.25, N = 4444242234955496653517157338646984884591379999144961031125252567072857807810611542

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090400800120016002000SE +/- 0.00, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.12, N = 3SE +/- 1.12, N = 3SE +/- 1.18, N = 3SE +/- 0.24, N = 3SE +/- 0.18, N = 3SE +/- 0.00, N = 3SE +/- 0.08, N = 3SE +/- 0.53, N = 3SE +/- 1.56, N = 3SE +/- 2.08, N = 3SE +/- 0.14, N = 3SE +/- 1.01, N = 3SE +/- 1.05, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 1.22, N = 3355.87330.62419.64463.18508.82711.07284.50421.23497.02503.95725.69817.44882.36374.53656.75850.831003.011138.951187.651909.61

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.2.1Exponent: 77936867RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409030060090012001500SE +/- 0.00, N = 3SE +/- 0.07, N = 3SE +/- 0.13, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.38, N = 3SE +/- 0.15, N = 3SE +/- 0.13, N = 3SE +/- 0.00, N = 3SE +/- 0.16, N = 3SE +/- 0.38, N = 3SE +/- 0.38, N = 3SE +/- 0.25, N = 3SE +/- 0.03, N = 3SE +/- 0.80, N = 3SE +/- 0.87, N = 3SE +/- 0.00, N = 3SE +/- 0.50, N = 3SE +/- 0.53, N = 3SE +/- 0.00, N = 3263.99244.74310.72344.12377.03531.73209.13313.15369.14372.02533.43615.01656.60275.74486.70631.18744.60861.82889.941426.53

OpenBenchmarking.orgIterations / Second, More Is BetterGpuOwl 7.2.1Exponent: 332220523RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409070140210280350SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 3SE +/- 0.12, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 3SE +/- 0.08, N = 356.1751.7866.0473.3080.43115.7344.2865.9378.5579.25116.07131.09139.8058.24103.41133.96159.72182.69188.70302.79

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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40900.31250.6250.93751.251.5625SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.001, N = 4SE +/- 0.000, N = 4SE +/- 0.000, N = 4SE +/- 0.000, N = 3SE +/- 0.000, N = 4SE +/- 0.001, N = 4SE +/- 0.000, N = 4SE +/- 0.000, N = 4SE +/- 0.000, N = 5SE +/- 0.000, N = 50.2550.2560.3010.3350.3650.5300.2010.2990.3560.3610.5300.6060.6430.2640.5080.6140.7250.8300.8641.3891. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTFLOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: FP32 ComputeRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409020406080100SE +/- 0.018, N = 3SE +/- 0.023, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.030, N = 3SE +/- 0.000, N = 3SE +/- 0.049, N = 3SE +/- 0.001, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.026, N = 4SE +/- 0.019, N = 4SE +/- 0.001, N = 4SE +/- 0.000, N = 3SE +/- 0.025, N = 4SE +/- 0.001, N = 4SE +/- 0.012, N = 4SE +/- 0.032, N = 4SE +/- 0.007, N = 5SE +/- 0.014, N = 58.2728.4849.78510.89811.89117.17713.08018.69322.27222.55332.92437.29839.66116.50231.64838.17545.03151.56953.64285.8431. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT64 ComputeRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40901.01722.03443.05164.06885.086SE +/- 0.000, N = 3SE +/- 0.003, N = 3SE +/- 0.025, N = 3SE +/- 0.010, N = 3SE +/- 0.005, N = 3SE +/- 0.010, N = 3SE +/- 0.008, N = 3SE +/- 0.009, N = 3SE +/- 0.000, N = 3SE +/- 0.002, N = 3SE +/- 0.020, N = 4SE +/- 0.014, N = 4SE +/- 0.054, N = 4SE +/- 0.003, N = 3SE +/- 0.001, N = 4SE +/- 0.006, N = 4SE +/- 0.002, N = 4SE +/- 0.007, N = 4SE +/- 0.003, N = 5SE +/- 0.007, N = 52.1852.1263.0673.3103.6303.5761.9253.0903.2703.1853.2663.1553.1702.0913.4283.9894.3044.5214.2464.3511. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT32 ComputeRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40901020304050SE +/- 0.002, N = 3SE +/- 0.004, N = 3SE +/- 0.023, N = 3SE +/- 0.014, N = 3SE +/- 0.030, N = 3SE +/- 0.046, N = 3SE +/- 0.001, N = 3SE +/- 0.014, N = 3SE +/- 0.000, N = 3SE +/- 0.000, N = 3SE +/- 0.033, N = 4SE +/- 0.037, N = 4SE +/- 0.046, N = 4SE +/- 0.000, N = 3SE +/- 0.000, N = 4SE +/- 0.000, N = 4SE +/- 0.001, N = 4SE +/- 0.022, N = 4SE +/- 0.009, N = 5SE +/- 0.001, N = 58.2148.3779.70710.80711.83117.0816.7949.65811.45211.59416.95619.32920.4178.49116.31219.67223.20126.62327.65444.4031. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT16 ComputeRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090918273645SE +/- 0.028, N = 3SE +/- 0.019, N = 3SE +/- 0.027, N = 3SE +/- 0.031, N = 3SE +/- 0.027, N = 3SE +/- 0.038, N = 3SE +/- 0.014, N = 3SE +/- 0.002, N = 3SE +/- 0.002, N = 3SE +/- 0.000, N = 3SE +/- 0.045, N = 4SE +/- 0.006, N = 4SE +/- 0.033, N = 4SE +/- 0.003, N = 3SE +/- 0.008, N = 4SE +/- 0.004, N = 4SE +/- 0.007, N = 4SE +/- 0.006, N = 4SE +/- 0.010, N = 5SE +/- 0.051, N = 57.0497.2608.4079.26410.40313.8995.9178.4019.98710.11514.52616.36817.2607.39114.16616.87020.20123.08124.02438.4391. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgTIOPs/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: INT8 ComputeRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090816243240SE +/- 0.001, N = 3SE +/- 0.015, N = 3SE +/- 0.004, N = 3SE +/- 0.004, N = 3SE +/- 0.005, N = 3SE +/- 0.069, N = 3SE +/- 0.012, N = 3SE +/- 0.036, N = 3SE +/- 0.000, N = 3SE +/- 0.011, N = 3SE +/- 0.072, N = 4SE +/- 0.057, N = 4SE +/- 0.001, N = 4SE +/- 0.034, N = 3SE +/- 0.008, N = 4SE +/- 0.038, N = 4SE +/- 0.001, N = 4SE +/- 0.006, N = 4SE +/- 0.011, N = 5SE +/- 0.061, N = 55.4575.6576.4987.0987.89710.9435.1177.1878.4548.73012.16213.58414.3336.25012.35414.36317.22720.15020.91633.3251. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced ReadRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40902004006008001000SE +/- 0.10, N = 3SE +/- 0.09, N = 3SE +/- 0.11, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.16, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.00, N = 3SE +/- 0.03, N = 4SE +/- 0.03, N = 4SE +/- 0.02, N = 4SE +/- 0.02, N = 4SE +/- 0.03, N = 5SE +/- 0.02, N = 5388.00388.49388.30387.25426.01556.60335.75414.45414.43562.78702.77842.88864.49253.03465.36464.76619.58653.28681.11927.881. (CXX) g++ options: -std=c++17 -pthread -lOpenCL

OpenBenchmarking.orgGB/s, More Is BetterProjectPhysX OpenCL-Benchmark 1.2Operation: Memory Bandwidth Coalesced WriteRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 40902004006008001000SE +/- 0.15, N = 3SE +/- 0.04, N = 3SE +/- 0.64, N = 3SE +/- 0.64, N = 3SE +/- 0.51, N = 3SE +/- 0.30, N = 3SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 4SE +/- 0.01, N = 4SE +/- 0.04, N = 4SE +/- 0.01, N = 3SE +/- 0.18, N = 4SE +/- 0.23, N = 4SE +/- 0.23, N = 4SE +/- 0.28, N = 4SE +/- 0.43, N = 5SE +/- 0.29, N = 5418.57421.16409.50417.55452.00603.99339.67422.00422.01578.09721.77866.26885.87258.23459.27455.27612.02611.31627.33905.501. (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 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409090180270360450SE +/- 0.16, N = 4SE +/- 0.43, N = 4SE +/- 0.10, N = 4SE +/- 0.22, N = 4SE +/- 0.39, N = 4SE +/- 0.38, N = 5SE +/- 0.37, N = 4SE +/- 0.60, N = 5SE +/- 0.67, N = 5SE +/- 0.48, N = 5SE +/- 1.06, N = 6SE +/- 1.61, N = 6SE +/- 1.32, N = 6SE +/- 0.56, N = 5SE +/- 1.00, N = 5SE +/- 0.86, N = 6SE +/- 1.81, N = 6SE +/- 1.24, N = 6SE +/- 1.09, N = 6SE +/- 2.01, N = 6191.53177.73200.51197.62208.68263.23204.41267.12287.04305.64388.94387.25389.05288.08369.73386.65399.92387.42399.58401.36

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.1Device: NVIDIA CUDA GPU - Batch Size: 512 - Model: ResNet-152RTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4060RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 4090306090120150SE +/- 0.15, N = 3SE +/- 0.16, N = 3SE +/- 0.10, N = 3SE +/- 0.11, N = 3SE +/- 0.08, N = 3SE +/- 0.17, N = 3SE +/- 0.18, N = 3SE +/- 0.19, N = 3SE +/- 0.09, N = 3SE +/- 0.24, N = 3SE +/- 1.03, N = 3SE +/- 0.46, N = 3SE +/- 0.33, N = 3SE +/- 0.04, N = 3SE +/- 0.31, N = 3SE +/- 0.98, N = 3SE +/- 0.72, N = 3SE +/- 1.10, N = 3SE +/- 0.91, N = 3SE +/- 0.83, N = 380.2773.5284.3882.8687.60106.9687.19117.40126.55130.83143.64145.36146.22117.11140.04141.97146.29147.44147.59147.31

GPU Power Consumption Monitor

OpenBenchmarking.orgWattsGPU Power Consumption MonitorPhoronix Test Suite System MonitoringRTX 2060 SUPERRTX 2070RTX 2070 SUPERRTX 2080RTX 2080 SUPERTITAN RTXRTX 3060RTX 3060 TiRTX 3070RTX 3070 TiRTX 3080RTX 3080 TiRTX 3090RTX 4070RTX 4070 SUPERRTX 4070 Ti SUPERRTX 4080RTX 4080 SUPERRTX 409060120180240300Min: 17.39 / Avg: 114.08 / Max: 198.52Min: 6.75 / Avg: 109.77 / Max: 188.99Min: 14.9 / Avg: 124.93 / Max: 220.48Min: 14.33 / Avg: 141.11 / Max: 223.41Min: 10.27 / Avg: 129.96 / Max: 255.32Min: 9.65 / Avg: 194.86 / Max: 286.86Min: 19.36 / Avg: 87.09 / Max: 151.4Min: 19.64 / Avg: 119.17 / Max: 199.96Min: 14.88 / Avg: 107.51 / Max: 219.28Min: 23.19 / Avg: 167.28 / Max: 289.92Min: 16.53 / Avg: 220.58 / Max: 319.93Min: 20.08 / Avg: 179.98 / Max: 349.71Min: 16.24 / Avg: 253.87 / Max: 348.11Min: 7.95 / Avg: 93.57 / Max: 184.25Min: 3.4 / Avg: 106.14 / Max: 213.55Min: 8.14 / Avg: 141.6 / Max: 272.56Min: 9.6 / Avg: 131.42 / Max: 259.62Min: 9.23 / Avg: 123.83 / Max: 251.41Min: 13.54 / Avg: 34.16 / Max: 322.66