Benchmarks for a future article.
RTX 2060 SUPER Processor: AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (3402 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 1000GB Sabrent Rocket 4.0 Plus + 2000GB, Graphics: NVIDIA GeForce RTX 2060 SUPER 8GB, Audio: NVIDIA TU106 HD Audio, Monitor: ASUS VP28U, Network: Realtek RTL8125 2.5GbE + Intel I211
OS: Ubuntu 21.04, Kernel: 5.11.0-17-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.11, Display Driver: NVIDIA 465.31, OpenGL: 4.6.0, OpenCL: OpenCL 3.0 CUDA 11.3.116, Vulkan: 1.2.168, Compiler: GCC 10.3.0 + CUDA 11.3, File-System: ext4, Screen Resolution: 3840x2160
Kernel Notes: Transparent Huge Pages: madviseCompiler Notes: --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 -vProcessor Notes: Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009OpenCL Notes: GPU Compute Cores: 2176Python Notes: Python 3.9.5Security Notes: 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 2070 Changed Graphics to ASUS NVIDIA GeForce RTX 2070 8GB .
OpenCL Change: GPU Compute Cores: 2304
RTX 2070 SUPER Changed Graphics to NVIDIA GeForce RTX 2070 SUPER 8GB .
OpenCL Change: GPU Compute Cores: 2560
RTX 2080 Changed Graphics to Zotac NVIDIA GeForce RTX 2080 8GB .
OpenCL Change: GPU Compute Cores: 2944
RTX 2080 SUPER Changed Graphics to NVIDIA GeForce RTX 2080 SUPER 8GB .
OpenCL Change: GPU Compute Cores: 3072
RTX 2080 Ti Changed Graphics to NVIDIA GeForce RTX 2080 Ti 11GB .
OpenCL Change: GPU Compute Cores: 4352
TITAN RTX Changed Graphics to NVIDIA TITAN RTX 24GB .
OpenCL Change: GPU Compute Cores: 4608
RTX 3060 Changed Graphics to eVGA NVIDIA GeForce RTX 3060 12GB .
OpenCL Change: GPU Compute Cores: 3584
RTX 3060 Ti Changed Graphics to NVIDIA GeForce RTX 3060 Ti 8GB .
OpenCL Change: GPU Compute Cores: 4864
RTX 3070 Changed Graphics to NVIDIA GeForce RTX 3070 8GB .
OpenCL Change: GPU Compute Cores: 5888
RTX 3070 Ti Changed Graphics to NVIDIA GeForce RTX 3070 Ti 8GB .
OpenCL Change: GPU Compute Cores: 6144
RTX 3080 Changed Graphics to NVIDIA GeForce RTX 3080 10GB .
OpenCL Change: GPU Compute Cores: 8704
RTX 3080 Ti Changed Graphics to NVIDIA GeForce RTX 3080 Ti 12GB .
OpenCL Change: GPU Compute Cores: 10240
RTX 3090 Changed Graphics to NVIDIA GeForce RTX 3090 24GB .
OpenCL Change: GPU Compute Cores: 10496
NVIDIA GPU Compute Benchmarks OpenBenchmarking.org Phoronix Test Suite AMD Ryzen 9 5900X 12-Core @ 3.70GHz (12 Cores / 24 Threads) ASUS ROG CROSSHAIR VIII HERO (3402 BIOS) AMD Starship/Matisse 16GB 1000GB Sabrent Rocket 4.0 Plus + 2000GB NVIDIA GeForce RTX 2060 SUPER 8GB ASUS NVIDIA GeForce RTX 2070 8GB NVIDIA GeForce RTX 2070 SUPER 8GB Zotac NVIDIA GeForce RTX 2080 8GB NVIDIA GeForce RTX 2080 SUPER 8GB NVIDIA GeForce RTX 2080 Ti 11GB NVIDIA TITAN RTX 24GB eVGA NVIDIA GeForce RTX 3060 12GB NVIDIA GeForce RTX 3060 Ti 8GB NVIDIA GeForce RTX 3070 8GB NVIDIA GeForce RTX 3070 Ti 8GB NVIDIA GeForce RTX 3080 10GB NVIDIA GeForce RTX 3080 Ti 12GB NVIDIA GeForce RTX 3090 24GB NVIDIA TU106 HD Audio NVIDIA TU104 HD Audio NVIDIA TU102 HD Audio NVIDIA GeForce RTX 3060 NVIDIA GA104 HD Audio NVIDIA GA102 HD Audio ASUS VP28U Realtek RTL8125 2.5GbE + Intel I211 Ubuntu 21.04 5.11.0-17-generic (x86_64) GNOME Shell 3.38.4 X Server 1.20.11 NVIDIA 465.31 4.6.0 OpenCL 3.0 CUDA 11.3.116 1.2.168 GCC 10.3.0 + CUDA 11.3 ext4 3840x2160 Processor Motherboard Chipset Memory Disk Graphics Audios Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution NVIDIA GPU Compute Benchmarks Performance System Logs - Transparent Huge Pages: madvise - --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-bootstrap --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,m2 --enable-libphobos-checking=release --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-link-mutex --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-nvptx/usr,amdgcn-amdhsa=/build/gcc-10-gDeRY6/gcc-10-10.3.0/debian/tmp-gcn/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-build-config=bootstrap-lto-lean --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v - Scaling Governor: acpi-cpufreq performance (Boost: Enabled) - CPU Microcode: 0xa201009 - RTX 2060 SUPER: GPU Compute Cores: 2176 - RTX 2070: GPU Compute Cores: 2304 - RTX 2070 SUPER: GPU Compute Cores: 2560 - RTX 2080: GPU Compute Cores: 2944 - RTX 2080 SUPER: GPU Compute Cores: 3072 - RTX 2080 Ti: GPU Compute Cores: 4352 - TITAN RTX: GPU Compute Cores: 4608 - RTX 3060: GPU Compute Cores: 3584 - RTX 3060 Ti: GPU Compute Cores: 4864 - RTX 3070: GPU Compute Cores: 5888 - RTX 3070 Ti: GPU Compute Cores: 6144 - RTX 3080: GPU Compute Cores: 8704 - RTX 3080 Ti: GPU Compute Cores: 10240 - RTX 3090: GPU Compute Cores: 10496 - Python 3.9.5 - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Full AMD retpoline IBPB: conditional IBRS_FW STIBP: always-on RSB filling + srbds: Not affected + tsx_async_abort: Not affected
RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 Result Overview Phoronix Test Suite 100% 176% 252% 328% 404% Blender Chaos Group V-RAY LuxCoreRender vkpeak clpeak Hashcat OctaneBench Mixbench LeelaChessZero RedShift Demo PlaidML IndigoBench SHOC Scalable HeterOgeneous Computing VkResample RealSR-NCNN ArrayFire ViennaCL cl-mem FAHBench Waifu2x-NCNN Vulkan NAMD CUDA
RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 Per Watt Result Overview Phoronix Test Suite 100% 121% 141% 162% Chaos Group V-RAY ArrayFire Mixbench clpeak LuxCoreRender LeelaChessZero OctaneBench IndigoBench PlaidML FAHBench Hashcat SHOC Scalable HeterOgeneous Computing cl-mem P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M P.W.G.M
NVIDIA GPU Compute Benchmarks plaidml: No - Inference - ResNet 50 - OpenCL plaidml: No - Inference - VGG16 - OpenCL plaidml: No - Inference - VGG19 - OpenCL viennacl: OpenCL BLAS - sDOT viennacl: OpenCL BLAS - dGEMV-N viennacl: OpenCL BLAS - dAXPY viennacl: OpenCL BLAS - dGEMV-T cl-mem: Read cl-mem: Write cl-mem: Copy viennacl: OpenCL BLAS - sCOPY viennacl: OpenCL BLAS - sAXPY viennacl: OpenCL BLAS - dCOPY viennacl: OpenCL BLAS - dDOT shoc: OpenCL - Texture Read Bandwidth clpeak: Global Memory Bandwidth mixbench: NVIDIA CUDA - Single Precision mixbench: NVIDIA CUDA - Double Precision mixbench: NVIDIA CUDA - Half Precision arrayfire: BLAS OpenCL clpeak: Single-Precision Float clpeak: Double-Precision Double vkpeak: fp32-scalar vkpeak: fp32-vec4 vkpeak: fp16-scalar vkpeak: fp16-vec4 vkpeak: fp64-scalar vkpeak: fp64-vec4 shoc: OpenCL - FFT SP shoc: OpenCL - GEMM SGEMM_N shoc: OpenCL - S3D viennacl: OpenCL BLAS - dGEMM-NN viennacl: OpenCL BLAS - dGEMM-NT viennacl: OpenCL BLAS - dGEMM-TN viennacl: OpenCL BLAS - dGEMM-TT shoc: OpenCL - MD5 Hash mixbench: NVIDIA CUDA - Integer clpeak: Integer Compute INT vkpeak: int32-scalar vkpeak: int32-vec4 vkpeak: int16-scalar vkpeak: int16-vec4 hashcat: MD5 hashcat: SHA1 hashcat: SHA-512 hashcat: 7-Zip hashcat: TrueCrypt RIPEMD160 + XTS indigobench: OpenCL GPU - Supercar indigobench: OpenCL GPU - Bedroom luxcorerender: Rainbow Colors and Prism - GPU luxcorerender: DLSC - GPU luxcorerender: LuxCore Benchmark - GPU luxcorerender: Orange Juice - GPU luxcorerender: Danish Mood - GPU lczero: OpenCL fahbench: octanebench: Total Score v-ray: NVIDIA CUDA GPU v-ray: NVIDIA RTX GPU namd-cuda: ATPase Simulation - 327,506 Atoms arrayfire: Conjugate Gradient OpenCL vkresample: 2x - Single blender: BMW27 - CUDA blender: BMW27 - NVIDIA OptiX blender: Classroom - CUDA blender: Classroom - NVIDIA OptiX blender: Fishy Cat - CUDA blender: Fishy Cat - NVIDIA OptiX blender: Pabellon Barcelona - CUDA blender: Pabellon Barcelona - NVIDIA OptiX blender: Barbershop - CUDA blender: Barbershop - NVIDIA OptiX realsr-ncnn: 4x - Yes realsr-ncnn: 4x - No waifu2x-ncnn: 2x - 3 - Yes betsy: ETC1 - Highest betsy: ETC2 RGB - Highest redshift: RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti TITAN RTX RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 378.75 128.87 101.87 255 372 388 325 396.8 333.0 288.2 280 327 368 401 1110.73 368.68 8225.59 221.65 14480.23 2611.24 7122.60 263.13 8314.10 8311.48 8298.46 16219.42 258.32 258.51 949.960 3023.53 188.783 244 244 243 18.3010 7811.27 7090.64 8246.82 8206.71 5437.69 7201.01 28643142857 9398457143 1291485714 493227 349900 23.299 7.347 14.13 3.93 3.91 4.51 2.88 14680 207.9955 242.683228 530 803 0.15502 2.076 22.327 63.85 30.15 299.30 143.45 121.50 61.15 545.19 183.31 1083.28 1767.42 76.123 11.642 5.322 6.139 8.489 376 380.72 131.82 104.17 258 369 388 319 396.8 324.0 284.6 270 322 367 400 1081.44 369.26 8377.73 226.32 14636.77 2680.12 7244.69 267.89 8449.25 8451.07 8439.95 16496.22 262.90 262.86 954.251 3112.87 192.706 251 250 248 18.6702 7995.96 7155.07 8365.01 8319.68 5530.45 7362.19 29405171429 9571242857 1314657143 500673 355538 23.440 7.409 13.26 3.89 3.91 4.48 2.81 14730 205.3082 242.942045 519 785 0.15247 2.091 22.297 64.83 30.39 308.70 146.54 122.65 60.40 556.43 186.12 1113.49 1819.25 74.975 11.493 5.305 374 418.68 152.36 120.83 258 370 382 325 392.0 314.9 289.0 278 321 363 397 1144.90 363.95 9668.05 256.33 19471.03 3017.86 8456.17 305.27 9780.52 9791.33 9764.67 19106.95 305.23 307.31 1088.04 3269.42 199.717 278 278 283 21.3879 9219.34 8446.24 9756.50 9705.63 6445.64 8534.72 33955900000 11049914286 1535714286 580567 412388 24.451 7.648 13.10 4.97 4.53 5.44 3.58 17353 227.9419 258.363708 793 1008 0.14323 2.089 19.881 51.85 25.90 174.29 90.56 97.75 51.39 361.62 130.76 595.81 1011.95 64.220 10.165 4.853 351 442.29 164.37 129.95 251 371 388 334 396.8 330.7 290.2 278 323 370 404 1119.86 369.30 10803.63 288.66 21586.18 3346.88 9258.58 345.81 10901.17 10886.65 10871.18 21212.96 338.65 341.36 1099.39 3350.00 197.206 323 320 326 324 24.0100 10234.25 9079.54 10862.12 10806.24 7123.95 9468.38 37998642857 12300142857 1696733333 642760 452883 24.881 7.742 12.16 5.15 4.69 5.58 3.71 18660 244.5184 260.458052 780 959 0.13801 2.074 19.053 51.52 29.08 169.34 86.74 96.86 50.15 354.5 129.02 585.52 975.22 59.556 9.493 4.648 5.017 6.873 338 472.09 183.11 145.29 251 389 427 356 437.5 347.0 301.7 288 330 405 441 1168.27 405.76 11622.18 314.85 23388.22 3667.17 10434.55 378.25 11920.76 11917.03 11924.67 23328.09 371.68 370.77 1203.71 3719.30 212.738 353 349 354 350 26.4571 11161.70 10392.33 11820.67 11765.09 7814.83 10383.04 41746057143 13596771429 1893616667 712650 506217 25.704 7.968 12.15 5.37 4.84 5.77 3.85 20576 261.5680 270.302147 799 981 0.13522 1.897 17.516 50.74 25.68 160.42 81.88 95.68 44.55 344.55 123.53 555.03 913.26 54.068 8.880 4.395 322 638.39 235.75 187.25 319 460 518 375 545.6 447.0 322.8 304 404 477 517 1180.65 507.08 14851.91 409.05 28438.06 4821.38 13781.33 522.31 16498.51 16487.61 16457.91 32202.58 513.77 513.10 1483.30 4835.13 271.247 469 466 475 468 34.9652 14731.97 13127.46 16358.35 16279.27 10811.57 14076.57 54074357143 17815328571 2460566667 892410 644813 33.352 11.031 15.28 6.83 6.51 7.10 5.01 27734 305.3103 359.843904 990 1324 0.13324 1.677 14.781 38.49 19.24 152.39 73.30 72.42 33.92 283.96 98.64 548.91 899.59 44.225 7.629 3.872 245 652.41 248.34 197.09 316 462 542 372 567.8 494.7 319.3 305 403 495 531 1168.30 530.29 15431.56 425.45 28374.42 4994.93 14490.00 548.48 17206.48 17203.15 17183.04 33598.08 535.94 536.02 1578.37 5057.65 288.600 496 493 486 495 36.7519 15399.95 13853.39 17030.39 16941.28 11258.44 14765.38 56684485714 18687942857 2583083333 944400 678875 35.314 11.592 16.83 7.04 6.92 7.21 5.21 29168 307.5860 382.421153 1006 1386 0.13304 1.640 13.560 36.79 18.72 152.70 73.43 69.46 32.74 281.08 97.57 551.44 907.46 41.913 7.337 3.855 233 340.13 122.25 97.37 289 221 327 303 318.0 302.2 270.0 275 306 315 329 1255.28 315.44 12815.83 178.20 13379.48 3490.16 12561.56 214.35 6818.80 9039.77 6836.83 13718.14 213.55 213.53 934.170 2770.78 172.083 204 204 15.1591 5883.15 6338.90 6809.18 6780.54 4488.85 5969.65 24005014286 7762328571 1119700000 427609 299913 25.860 8.504 15.36 5.36 4.56 6.06 3.61 18675 182.0035 293.779725 852 1168 0.15471 2.494 23.135 43.85 23.56 127.15 77.87 84.55 53.92 316.30 115.21 962.31 876.68 67.134 10.362 4.850 300 456.40 168.99 133.75 328 224 399 333 393.1 383.8 293.2 289 359 371 398 2120.83 388.87 18247.61 255.22 19243.59 5040.87 16021.63 303.92 9684.39 12854.49 9720.67 19484.46 304.87 305.19 1153.04 3432.76 211.717 291 293 292 21.6130 8458.84 8378.39 9700.50 9646.85 6403.14 8477.23 34158442857 11068742857 1589900000 587145 427989 34.006 11.451 20.99 7.19 6.04 7.61 4.91 26639 236.5058 384.178014 1256 1658 0.12928 2.083 17.673 31.82 17.42 85.37 53.66 61.67 39.24 218.45 82.07 596.57 552.11 50.635 8.317 4.180 237 495.68 194.52 154.05 326 221 397 333 393.2 380.4 294.9 281 358 370 398 2131.07 389.26 21395.37 302.02 22837.37 5790.34 20072.72 362.30 11498.10 15292.85 11572.60 23200.57 361.24 362.43 1135.09 3795.35 218.306 338 339 337 25.5521 10033.78 10264.47 11545.08 11492.63 7629.67 10070.32 40281500000 13145171429 1886685714 687591 503188 37.366 12.892 23.45 8.25 6.98 8.43 5.81 29253 267.0698 413.181789 1417 1828 0.12611 2.087 17.549 28.95 15.73 76.05 46.99 54.13 33.50 189.91 72.98 507.79 466.42 46.633 7.815 4.035 227 513.37 202.76 160.06 528 539.1 516.1 337.6 331 435 478 521 2072.97 528.73 21337.83 305.04 23025.87 5805.75 21524.49 368.71 11707.87 15511.75 11727.92 23509.08 366.91 367.88 1536.78 4710.76 286.107 345 347 343 26.2725 10120.80 10957.10 11695.96 11649.90 7730.75 10205.76 41477457143 13375128571 1916942857 720064 512713 38.947 13.733 23.77 8.71 7.41 8.67 6.03 31739 267.2819 454.496616 1486 1982 0.12485 1.668 13.557 27.80 17.09 73.41 44.18 52.60 34.17 184.76 67.18 501.65 459.78 40.564 7.044 3.730 4.249 5.736 201 730.16 281.36 223.94 367 241 629 377 672.8 646.2 354.7 356 480 555 601 2210.17 662.39 29218.85 421.88 31733.30 7417.89 29577.13 545.96 17183.85 22809.11 17097.78 34278.04 534.50 536.45 1918.51 6305.82 339.023 499 501 498 501 37.5181 13956.21 15474.89 17087.33 17024.27 11290.98 14570.68 58962414286 19257628571 2738585714 991970 719975 46.496 17.541 28.20 11.67 9.99 10.79 8.00 37477 321.3305 568.257212 1785 2373 0.12099 1.555 11.268 21.94 11.28 60.87 36.09 41.41 22.79 146.29 52.80 442.84 407.33 32.370 6.036 3.366 3.317 4.387 164 789.35 311.73 248.34 363 230 705 367 804.8 733.2 355.0 358 489 592 644 2167.41 794.55 32644.68 469.16 35590.07 8125.71 33723.34 623.33 19639.66 25895.83 19465.27 39163.48 604.88 611.03 2289.54 8100.68 419.328 559 561 557 560 41.8308 15545.63 17317.31 19501.47 19408.56 12829.16 16203.01 65846485714 21660242857 3070157143 1097120 807600 51.441 20.037 33.25 13.51 11.54 11.96 9.28 39409 335.0981 666.478575 2049 2782 0.12066 1.513 9.561 18.85 9.71 52.64 31.68 35.46 19.92 124.43 45.88 386.72 358.78 29.286 5.635 3.283 3.084 4.082 143 816.85 323.31 257.64 723 825.7 745.5 363.0 365 498 607 657 2219.90 813.57 34169.74 494.24 37668.36 8463.76 35210.03 652.34 20790.49 27527.94 20789.48 41672.10 651.06 651.89 2346.13 8327.84 429.599 600 602 598 44.1102 16502.90 18051.59 20714.16 20597.70 13650.66 16881.76 69978700000 22828250000 3242516667 1153000 847886 53.011 20.765 34.27 14.06 11.99 12.35 9.72 40348 344.9875 679.584181 2099 2857 0.11988 1.475 9.302 18.36 9.48 51.28 29.92 34.40 19.11 120.38 44.12 373.69 345.19 28.180 5.517 3.235 3.012 3.939 139 OpenBenchmarking.org
PlaidML OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.2013 2.4026 3.6039 4.8052 6.0065 4.087 4.161 4.017 4.317 4.572 5.339 4.313 5.069 5.323 4.260 5.164 4.908 5.126 5.127
OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.4003 0.8006 1.2009 1.6012 2.0015 1.157 1.202 1.183 1.307 1.369 1.774 1.218 1.483 1.681 1.330 1.617 1.644 1.760 1.779
OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.3132 0.6264 0.9396 1.2528 1.566 0.856 0.892 0.884 0.967 0.987 1.286 0.918 1.084 1.227 0.959 1.256 1.300 1.392 1.293
Result
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200 400 600 800 1000 SE +/- 0.43, N = 5 SE +/- 0.55, N = 5 SE +/- 0.41, N = 5 SE +/- 0.92, N = 5 SE +/- 0.45, N = 5 SE +/- 0.24, N = 6 SE +/- 0.20, N = 5 SE +/- 0.18, N = 5 SE +/- 0.46, N = 6 SE +/- 0.66, N = 5 SE +/- 0.79, N = 6 SE +/- 0.74, N = 6 SE +/- 1.07, N = 6 SE +/- 0.45, N = 6 378.75 380.72 418.68 442.29 472.09 638.39 340.13 456.40 495.68 513.37 730.16 789.35 816.85 652.41 FPS Per Watt
OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: ResNet 50 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.2013 2.4026 3.6039 4.8052 6.0065 4.087 4.161 4.017 4.317 4.572 5.339 4.313 5.069 5.323 4.260 5.164 4.908 5.126 5.127 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.05 / Avg: 92.66 / Max: 166.91 Min: 8.05 / Avg: 91.49 / Max: 164.16 Min: 24.03 / Avg: 104.23 / Max: 185.61 Min: 15.55 / Avg: 102.45 / Max: 197.15 Min: 9.87 / Avg: 103.25 / Max: 200.52 Min: 7.81 / Avg: 119.57 / Max: 247.26 Min: 16.72 / Avg: 78.86 / Max: 129.09 Min: 20.62 / Avg: 90.03 / Max: 166.1 Min: 16.73 / Avg: 93.12 / Max: 179.45 Min: 23.12 / Avg: 120.52 / Max: 211.83 Min: 25.11 / Avg: 141.41 / Max: 283.1 Min: 34.01 / Avg: 160.84 / Max: 317.93 Min: 28.89 / Avg: 159.36 / Max: 316.05 Min: 11.31 / Avg: 127.24 / Max: 273.91
Result
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 70 140 210 280 350 SE +/- 0.41, N = 3 SE +/- 0.54, N = 3 SE +/- 0.34, N = 3 SE +/- 0.75, N = 3 SE +/- 0.45, N = 3 SE +/- 0.63, N = 3 SE +/- 0.09, N = 3 SE +/- 0.35, N = 3 SE +/- 0.45, N = 3 SE +/- 0.72, N = 3 SE +/- 0.47, N = 4 SE +/- 0.58, N = 4 SE +/- 0.49, N = 4 SE +/- 0.54, N = 3 128.87 131.82 152.36 164.37 183.11 235.75 122.25 168.99 194.52 202.76 281.36 311.73 323.31 248.34 FPS Per Watt
OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG16 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.4003 0.8006 1.2009 1.6012 2.0015 1.157 1.202 1.183 1.307 1.369 1.774 1.218 1.483 1.681 1.330 1.617 1.644 1.760 1.779 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.17 / Avg: 111.43 / Max: 177.77 Min: 9.09 / Avg: 109.66 / Max: 178.18 Min: 23.83 / Avg: 128.78 / Max: 219.31 Min: 16.18 / Avg: 125.73 / Max: 211.32 Min: 10.05 / Avg: 133.77 / Max: 236.77 Min: 7.59 / Avg: 132.89 / Max: 266.12 Min: 16.86 / Avg: 100.38 / Max: 148.11 Min: 20.65 / Avg: 113.97 / Max: 191.57 Min: 17.02 / Avg: 115.74 / Max: 209.21 Min: 22.68 / Avg: 152.48 / Max: 263.5 Min: 22.96 / Avg: 173.98 / Max: 309.08 Min: 30.77 / Avg: 189.57 / Max: 342.33 Min: 21.11 / Avg: 183.73 / Max: 332.84 Min: 11.09 / Avg: 139.6 / Max: 286.99
Result
OpenBenchmarking.org FPS, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 SE +/- 0.28, N = 3 SE +/- 0.39, N = 3 SE +/- 0.17, N = 3 SE +/- 0.58, N = 3 SE +/- 0.32, N = 3 SE +/- 0.55, N = 3 SE +/- 0.06, N = 3 SE +/- 0.33, N = 3 SE +/- 0.31, N = 3 SE +/- 0.28, N = 3 SE +/- 0.38, N = 3 SE +/- 0.52, N = 3 SE +/- 0.33, N = 3 SE +/- 0.48, N = 3 101.87 104.17 120.83 129.95 145.29 187.25 97.37 133.75 154.05 160.06 223.94 248.34 257.64 197.09 FPS Per Watt
OpenBenchmarking.org FPS Per Watt, More Is Better PlaidML FP16: No - Mode: Inference - Network: VGG19 - Device: OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.3132 0.6264 0.9396 1.2528 1.566 0.856 0.892 0.884 0.967 0.987 1.286 0.918 1.084 1.227 0.959 1.256 1.300 1.392 1.293 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better PlaidML GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.2 / Avg: 118.94 / Max: 179.25 Min: 9.32 / Avg: 116.82 / Max: 179.82 Min: 23.74 / Avg: 136.71 / Max: 214.78 Min: 16.71 / Avg: 134.44 / Max: 215.29 Min: 10.15 / Avg: 147.25 / Max: 245.96 Min: 7.84 / Avg: 145.57 / Max: 287.85 Min: 16.92 / Avg: 106.07 / Max: 148.84 Min: 20.83 / Avg: 123.43 / Max: 194.29 Min: 17.17 / Avg: 125.6 / Max: 211.58 Min: 23.89 / Avg: 166.87 / Max: 265.91 Min: 16.97 / Avg: 178.26 / Max: 312.08 Min: 25.48 / Avg: 191.02 / Max: 342.21 Min: 15.86 / Avg: 185.08 / Max: 335.39 Min: 11.74 / Avg: 152.48 / Max: 281.91
ViennaCL ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sDOT RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3080 RTX 3080 Ti TITAN RTX 80 160 240 320 400 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 255 257 258 251 251 319 289 327 326 367 363 316 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
cl-mem OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.2211 2.4422 3.6633 4.8844 6.1055 4.961 5.113 4.466 4.546 5.427 4.982 4.964 5.005 5.019 4.767 4.911 5.105 5.292 5.064
OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.1133 2.2266 3.3399 4.4532 5.5665 4.199 4.331 3.743 3.905 4.488 4.375 4.647 4.936 4.948 4.524 4.788 4.768 4.888 4.564
OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.941 1.882 2.823 3.764 4.705 3.695 3.953 3.406 3.432 3.806 3.128 4.182 3.801 3.800 2.942 2.660 2.292 2.391 3.071
ViennaCL ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-N RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3080 RTX 3080 Ti TITAN RTX 100 200 300 400 500 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 372 369 370 371 389 460 221 224 221 241 230 462 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
SHOC Scalable HeterOgeneous Computing OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 5 10 15 20 25 11.915 12.237 11.451 10.495 11.114 8.014 15.569 20.117 18.627 13.823 11.592 9.531 9.538 7.629
ViennaCL ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dAXPY RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 160 320 480 640 800 388 388 382 388 427 518 327 399 397 528 629 705 723 542 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMV-T RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3080 RTX 3080 Ti TITAN RTX 80 160 240 320 400 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 325 319 325 334 356 375 303 333 333 377 367 372 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.org GB/s Per Watt, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dDOT RTX 2080 Ti 0.6899 1.3798 2.0697 2.7596 3.4495 3.066
cl-mem A basic OpenCL memory benchmark. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200 400 600 800 1000 SE +/- 0.10, N = 8 SE +/- 0.10, N = 8 SE +/- 0.06, N = 8 SE +/- 0.08, N = 8 SE +/- 0.11, N = 8 SE +/- 0.15, N = 8 SE +/- 0.11, N = 7 SE +/- 0.18, N = 8 SE +/- 0.19, N = 8 SE +/- 0.11, N = 9 SE +/- 0.18, N = 9 SE +/- 0.37, N = 9 SE +/- 0.18, N = 10 SE +/- 0.09, N = 9 396.8 396.8 392.0 396.8 437.5 545.6 318.0 393.1 393.2 539.1 672.8 804.8 825.7 567.8 1. (CC) gcc options: -O2 -flto -lOpenCL GB/s Per Watt
OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Read RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.2211 2.4422 3.6633 4.8844 6.1055 4.961 5.113 4.466 4.546 5.427 4.982 4.964 5.005 5.019 4.767 4.911 5.105 5.292 5.064 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.47 / Avg: 79.98 / Max: 129.8 Min: 9.8 / Avg: 77.6 / Max: 124.62 Min: 24.21 / Avg: 87.77 / Max: 136.18 Min: 17.79 / Avg: 87.29 / Max: 132.34 Min: 11.02 / Avg: 80.61 / Max: 127.45 Min: 9.97 / Avg: 109.52 / Max: 188.91 Min: 17.84 / Avg: 64.06 / Max: 98.36 Min: 21.87 / Avg: 78.55 / Max: 123.63 Min: 17.31 / Avg: 78.35 / Max: 126.14 Min: 23.24 / Avg: 113.08 / Max: 189.74 Min: 20.25 / Avg: 136.99 / Max: 246.05 Min: 34.24 / Avg: 157.64 / Max: 290.87 Min: 18.59 / Avg: 156.02 / Max: 292.51 Min: 15.06 / Avg: 112.12 / Max: 195.96
Result
OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 160 320 480 640 800 SE +/- 0.37, N = 8 SE +/- 0.35, N = 8 SE +/- 0.15, N = 8 SE +/- 0.55, N = 8 SE +/- 0.31, N = 8 SE +/- 0.38, N = 8 SE +/- 0.12, N = 7 SE +/- 0.07, N = 8 SE +/- 0.10, N = 8 SE +/- 0.26, N = 9 SE +/- 0.35, N = 9 SE +/- 0.48, N = 9 SE +/- 0.18, N = 10 SE +/- 0.75, N = 9 333.0 324.0 314.9 330.7 347.0 447.0 302.2 383.8 380.4 516.1 646.2 733.2 745.5 494.7 1. (CC) gcc options: -O2 -flto -lOpenCL GB/s Per Watt
OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Write RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.1133 2.2266 3.3399 4.4532 5.5665 4.199 4.331 3.743 3.905 4.488 4.375 4.647 4.936 4.948 4.524 4.788 4.768 4.888 4.564 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.16 / Avg: 79.3 / Max: 129.7 Min: 8.53 / Avg: 74.8 / Max: 121.92 Min: 23.9 / Avg: 84.14 / Max: 130.6 Min: 15.99 / Avg: 84.69 / Max: 125.4 Min: 10.03 / Avg: 77.32 / Max: 125.84 Min: 8 / Avg: 102.18 / Max: 185.96 Min: 17.62 / Avg: 65.03 / Max: 98.63 Min: 21.12 / Avg: 77.75 / Max: 121.59 Min: 16.68 / Avg: 76.88 / Max: 123.05 Min: 23.8 / Avg: 114.09 / Max: 190.34 Min: 21.36 / Avg: 134.96 / Max: 239.67 Min: 29.35 / Avg: 153.78 / Max: 282.93 Min: 17.05 / Avg: 152.52 / Max: 286.64 Min: 12.95 / Avg: 108.39 / Max: 183.61
Result
OpenBenchmarking.org GB/s, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 80 160 240 320 400 SE +/- 0.08, N = 8 SE +/- 0.07, N = 8 SE +/- 0.04, N = 8 SE +/- 0.08, N = 8 SE +/- 0.09, N = 8 SE +/- 0.09, N = 8 SE +/- 0.11, N = 7 SE +/- 0.17, N = 8 SE +/- 0.14, N = 8 SE +/- 0.13, N = 9 SE +/- 0.20, N = 9 SE +/- 0.11, N = 9 SE +/- 0.07, N = 10 SE +/- 0.08, N = 9 288.2 284.6 289.0 290.2 301.7 322.8 270.0 293.2 294.9 337.6 354.7 355.0 363.0 319.3 1. (CC) gcc options: -O2 -flto -lOpenCL GB/s Per Watt
OpenBenchmarking.org GB/s Per Watt, More Is Better cl-mem 2017-01-13 Benchmark: Copy RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.941 1.882 2.823 3.764 4.705 3.695 3.953 3.406 3.432 3.806 3.128 4.182 3.801 3.800 2.942 2.660 2.292 2.391 3.071 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better cl-mem 2017-01-13 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.12 / Avg: 78 / Max: 129.68 Min: 9.26 / Avg: 71.99 / Max: 119.96 Min: 23.54 / Avg: 84.86 / Max: 130.49 Min: 15.69 / Avg: 84.56 / Max: 125.46 Min: 9.97 / Avg: 79.27 / Max: 124.96 Min: 6.93 / Avg: 103.2 / Max: 183.17 Min: 17.29 / Avg: 64.56 / Max: 98.75 Min: 20.84 / Avg: 77.13 / Max: 121.01 Min: 16.58 / Avg: 77.6 / Max: 123.03 Min: 23.73 / Avg: 114.73 / Max: 189.92 Min: 23.18 / Avg: 133.35 / Max: 238.39 Min: 27.47 / Avg: 154.91 / Max: 283.22 Min: 16.8 / Avg: 151.8 / Max: 285.98 Min: 11.6 / Avg: 103.98 / Max: 180.72
ViennaCL ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sCOPY RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 80 160 240 320 400 SE +/- 1.20, N = 3 SE +/- 0.33, N = 3 SE +/- 0.67, N = 3 SE +/- 0.88, N = 3 SE +/- 1.33, N = 3 SE +/- 1.45, N = 3 277 268 278 278 288 304 275 288 280 331 356 356 365 305 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - sAXPY RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 110 220 330 440 550 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 327 322 321 323 330 404 306 359 358 435 480 489 498 403 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.org GB/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dCOPY RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 SE +/- 0.33, N = 3 SE +/- 0.58, N = 3 368 367 363 370 405 477 315 371 370 478 555 592 607 495 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
SHOC Scalable HeterOgeneous Computing The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org GB/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 500 1000 1500 2000 2500 SE +/- 2.79, N = 4 SE +/- 3.17, N = 3 SE +/- 0.65, N = 3 SE +/- 1.56, N = 3 SE +/- 2.81, N = 3 SE +/- 1.11, N = 3 SE +/- 3.60, N = 4 SE +/- 2.95, N = 4 SE +/- 1.91, N = 4 SE +/- 1.31, N = 4 SE +/- 0.73, N = 3 SE +/- 6.37, N = 3 SE +/- 4.61, N = 3 SE +/- 3.30, N = 3 1110.73 1081.44 1144.90 1119.86 1168.27 1180.65 1255.28 2120.83 2131.07 2072.97 2210.17 2167.41 2219.90 1168.30 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi GB/s Per Watt
OpenBenchmarking.org GB/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: Texture Read Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 5 10 15 20 25 11.915 12.237 11.451 10.495 11.114 8.014 15.569 20.117 18.627 13.823 11.592 9.531 9.538 7.629 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.35 / Avg: 93.22 / Max: 137.55 Min: 8.59 / Avg: 88.37 / Max: 135.13 Min: 23.17 / Avg: 99.98 / Max: 145.62 Min: 15.34 / Avg: 106.71 / Max: 185.55 Min: 9.82 / Avg: 105.12 / Max: 198.87 Min: 6.82 / Avg: 147.32 / Max: 224.7 Min: 16.9 / Avg: 80.63 / Max: 108.65 Min: 20.88 / Avg: 105.42 / Max: 142.98 Min: 16.92 / Avg: 114.41 / Max: 158.48 Min: 24 / Avg: 149.96 / Max: 198.78 Min: 25.49 / Avg: 190.67 / Max: 257.72 Min: 34.01 / Avg: 227.4 / Max: 307.88 Min: 30.56 / Avg: 232.73 / Max: 305.32 Min: 11.35 / Avg: 153.13 / Max: 287.43
clpeak OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.662 7.803 6.366 5.822 7.257 6.268 5.990 7.281 7.874 6.878 6.397 6.775 7.828 7.562
Result
OpenBenchmarking.org GBPS, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200 400 600 800 1000 SE +/- 0.08, N = 13 SE +/- 0.05, N = 15 SE +/- 0.07, N = 13 SE +/- 0.14, N = 15 SE +/- 0.21, N = 13 SE +/- 0.45, N = 12 SE +/- 0.01, N = 11 SE +/- 0.22, N = 13 SE +/- 0.25, N = 13 SE +/- 0.40, N = 13 SE +/- 0.07, N = 12 SE +/- 0.03, N = 13 SE +/- 0.01, N = 14 SE +/- 0.03, N = 13 368.68 369.26 363.95 369.30 405.76 507.08 315.44 388.87 389.26 528.73 662.39 794.55 813.57 530.29 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL GBPS Per Watt
OpenBenchmarking.org GBPS Per Watt, More Is Better clpeak OpenCL Test: Global Memory Bandwidth RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.662 7.803 6.366 5.822 7.257 6.268 5.990 7.281 7.874 6.878 6.397 6.775 7.828 7.562 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 Min: 9.94 / Avg: 55.34 / Max: 150.08 Min: 8.35 / Avg: 47.32 / Max: 145.02 Min: 23.11 / Avg: 57.17 / Max: 154.7 Min: 15.67 / Avg: 63.44 / Max: 145.29 Min: 9.99 / Avg: 55.91 / Max: 150.17 Min: 7.35 / Avg: 80.9 / Max: 222.13 Min: 17.12 / Avg: 52.66 / Max: 107.78 Min: 20.9 / Avg: 53.41 / Max: 108.05 Min: 16.78 / Avg: 49.44 / Max: 106.95 Min: 23.83 / Avg: 76.87 / Max: 145.1 Min: 26.42 / Avg: 103.54 / Max: 221.1 Min: 34.68 / Avg: 117.28 / Max: 217.73 Min: 29.04 / Avg: 103.93 / Max: 177.24 Min: 11.13 / Avg: 70.13 / Max: 222.31
Mixbench OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 230.25 259.33 217.99 243.67 316.62 301.00 390.76 481.61 602.37 361.63 419.95 398.39 451.72 291.75
OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.360 6.753 5.962 6.744 7.988 8.828 5.476 6.768 8.543 5.307 6.235 5.795 6.712 8.255
Result
OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 7K 14K 21K 28K 35K SE +/- 12.37, N = 14 SE +/- 6.70, N = 14 SE +/- 5.79, N = 14 SE +/- 12.22, N = 15 SE +/- 124.12, N = 15 SE +/- 497.84, N = 15 SE +/- 1.31, N = 14 SE +/- 9.34, N = 14 SE +/- 177.14, N = 15 SE +/- 213.66, N = 15 SE +/- 546.33, N = 15 SE +/- 563.16, N = 15 SE +/- 561.56, N = 15 SE +/- 520.86, N = 15 8225.59 8377.73 9668.05 10803.63 11622.18 14851.91 12815.83 18247.61 21395.37 21337.83 29218.85 32644.68 34169.74 15431.56 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2 GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Single Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 230.25 259.33 217.99 243.67 316.62 301.00 390.76 481.61 602.37 361.63 419.95 398.39 451.72 291.75 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 10.09 / Avg: 35.73 / Max: 82.38 Min: 9.37 / Avg: 32.3 / Max: 78.95 Min: 24.07 / Avg: 44.35 / Max: 95.72 Min: 16.5 / Avg: 44.34 / Max: 105.67 Min: 10.04 / Avg: 36.71 / Max: 89.26 Min: 7.7 / Avg: 49.34 / Max: 121.15 Min: 16.88 / Avg: 32.8 / Max: 52.19 Min: 13.92 / Avg: 37.89 / Max: 62.71 Min: 9.03 / Avg: 35.52 / Max: 60.82 Min: 22.44 / Avg: 59 / Max: 95.96 Min: 26.73 / Avg: 69.58 / Max: 113.82 Min: 15.39 / Avg: 81.94 / Max: 138.88 Min: 23.78 / Avg: 75.64 / Max: 131.24 Min: 11.54 / Avg: 52.89 / Max: 124.22
Result
OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 110 220 330 440 550 SE +/- 0.24, N = 14 SE +/- 0.26, N = 14 SE +/- 0.29, N = 14 SE +/- 0.41, N = 14 SE +/- 1.19, N = 15 SE +/- 11.13, N = 15 SE +/- 0.07, N = 14 SE +/- 0.53, N = 14 SE +/- 0.66, N = 14 SE +/- 1.51, N = 14 SE +/- 8.42, N = 15 SE +/- 8.40, N = 15 SE +/- 10.54, N = 15 SE +/- 13.41, N = 15 221.65 226.32 256.33 288.66 314.85 409.05 178.20 255.22 302.02 305.04 421.88 469.16 494.24 425.45 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2 GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Double Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.360 6.753 5.962 6.744 7.988 8.828 5.476 6.768 8.543 5.307 6.235 5.795 6.712 8.255 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 10.11 / Avg: 34.85 / Max: 76.06 Min: 8.64 / Avg: 33.51 / Max: 78.65 Min: 23.73 / Avg: 43 / Max: 75.46 Min: 15.7 / Avg: 42.8 / Max: 99.04 Min: 9.8 / Avg: 39.42 / Max: 71.47 Min: 6.48 / Avg: 46.34 / Max: 131.85 Min: 16.56 / Avg: 32.54 / Max: 52.17 Min: 13.18 / Avg: 37.71 / Max: 62.35 Min: 8.82 / Avg: 35.35 / Max: 58.86 Min: 22.32 / Avg: 57.48 / Max: 92.48 Min: 20.23 / Avg: 67.66 / Max: 111.37 Min: 17.99 / Avg: 80.96 / Max: 134.27 Min: 18.23 / Avg: 73.63 / Max: 125.87 Min: 10.07 / Avg: 51.54 / Max: 120.68
Result
OpenBenchmarking.org GFLOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 8K 16K 24K 32K 40K SE +/- 52.79, N = 14 SE +/- 42.04, N = 14 SE +/- 45.34, N = 14 SE +/- 33.25, N = 15 SE +/- 70.30, N = 14 SE +/- 105.21, N = 14 SE +/- 0.78, N = 14 SE +/- 1.61, N = 14 SE +/- 2.92, N = 14 SE +/- 4.24, N = 14 SE +/- 632.41, N = 15 SE +/- 685.00, N = 15 SE +/- 800.73, N = 15 SE +/- 394.62, N = 15 14480.23 14636.77 19471.03 21586.18 23388.22 28438.06 13379.48 19243.59 22837.37 23025.87 31733.30 35590.07 37668.36 28374.42 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2 GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Half Precision RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 402.14 469.63 443.16 500.46 573.84 634.30 409.03 530.56 661.41 410.53 473.83 442.52 524.50 564.15 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 Min: 10.09 / Avg: 36.01 / Max: 83.56 Min: 8.51 / Avg: 31.17 / Max: 76.6 Min: 23.8 / Avg: 43.94 / Max: 90.37 Min: 15.26 / Avg: 43.13 / Max: 94.04 Min: 9.65 / Avg: 40.76 / Max: 85.45 Min: 6.48 / Avg: 44.83 / Max: 85.69 Min: 16.67 / Avg: 32.71 / Max: 52.26 Min: 12.14 / Avg: 36.27 / Max: 61.97 Min: 8.76 / Avg: 34.53 / Max: 59.9 Min: 21.99 / Avg: 56.09 / Max: 91.85 Min: 18.2 / Avg: 66.97 / Max: 110.38 Min: 26.57 / Avg: 80.43 / Max: 130.18 Min: 16.25 / Avg: 71.82 / Max: 124.1 Min: 9.81 / Avg: 50.3 / Max: 120.73
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.
Result
OpenBenchmarking.org GFLOPS, More Is Better ArrayFire 3.7 Test: BLAS OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2K 4K 6K 8K 10K SE +/- 0.91, N = 4 SE +/- 6.61, N = 4 SE +/- 0.43, N = 4 SE +/- 7.17, N = 4 SE +/- 0.34, N = 4 SE +/- 8.53, N = 4 SE +/- 6.19, N = 4 SE +/- 0.26, N = 4 SE +/- 0.72, N = 4 SE +/- 17.44, N = 4 SE +/- 5.63, N = 4 SE +/- 1.74, N = 4 SE +/- 3.92, N = 4 SE +/- 12.10, N = 4 2611.24 2680.12 3017.86 3346.88 3667.17 4821.38 3490.16 5040.87 5790.34 5805.75 7417.89 8125.71 8463.76 4994.93 1. (CXX) g++ options: -rdynamic GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better ArrayFire 3.7 Test: BLAS OpenCL RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 9 18 27 36 45 22.43 23.28 23.70 23.10 26.21 25.14 37.20 37.57 40.43 33.69 35.02 33.91 36.59 24.51 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better ArrayFire 3.7 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.29 / Avg: 116.44 / Max: 158.68 Min: 9.73 / Avg: 115.13 / Max: 157.9 Min: 24.52 / Avg: 127.34 / Max: 174.66 Min: 17.28 / Avg: 144.9 / Max: 193.12 Min: 10.15 / Avg: 139.92 / Max: 193.5 Min: 8.54 / Avg: 191.79 / Max: 265.53 Min: 16.91 / Avg: 93.82 / Max: 127.49 Min: 23.56 / Avg: 134.18 / Max: 197.58 Min: 19.65 / Avg: 143.22 / Max: 217.25 Min: 23.63 / Avg: 172.34 / Max: 240.96 Min: 28.27 / Avg: 211.82 / Max: 302.63 Min: 37.36 / Avg: 239.65 / Max: 337.97 Min: 29.06 / Avg: 231.32 / Max: 326.54 Min: 14.14 / Avg: 203.83 / Max: 283.43
clpeak Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Single-Precision Float RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 8K 16K 24K 32K 40K SE +/- 77.28, N = 15 SE +/- 99.77, N = 15 SE +/- 77.61, N = 15 SE +/- 89.35, N = 15 SE +/- 83.80, N = 15 SE +/- 222.21, N = 15 SE +/- 16.58, N = 14 SE +/- 7.12, N = 15 SE +/- 12.54, N = 14 SE +/- 2.30, N = 14 SE +/- 69.64, N = 13 SE +/- 21.75, N = 15 SE +/- 28.06, N = 14 SE +/- 183.70, N = 15 7122.60 7244.69 8456.17 9258.58 10434.55 13781.33 12561.56 16021.63 20072.72 21524.49 29577.13 33723.34 35210.03 14490.00 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Single-Precision Float RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 90 180 270 360 450 136.62 154.21 143.23 159.37 200.76 174.00 347.56 326.11 429.14 310.45 327.66 330.75 368.38 169.17 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 Min: 10.21 / Avg: 52.14 / Max: 127.6 Min: 8.75 / Avg: 46.98 / Max: 123.74 Min: 23.3 / Avg: 59.04 / Max: 138.83 Min: 15.93 / Avg: 58.1 / Max: 155.19 Min: 9.8 / Avg: 51.98 / Max: 158.33 Min: 6.75 / Avg: 79.2 / Max: 222.14 Min: 17.22 / Avg: 36.14 / Max: 65.63 Min: 20.57 / Avg: 49.13 / Max: 100.41 Min: 16.93 / Avg: 46.77 / Max: 104.9 Min: 23.48 / Avg: 69.33 / Max: 141.64 Min: 25.35 / Avg: 90.27 / Max: 192.09 Min: 34.02 / Avg: 101.96 / Max: 203.4 Min: 28.19 / Avg: 95.58 / Max: 192.19 Min: 10.79 / Avg: 85.65 / Max: 239.09
Result
OpenBenchmarking.org GFLOPS, More Is Better clpeak OpenCL Test: Double-Precision Double RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 SE +/- 0.74, N = 3 SE +/- 0.74, N = 3 SE +/- 0.80, N = 3 SE +/- 0.84, N = 3 SE +/- 0.96, N = 3 SE +/- 1.40, N = 3 SE +/- 0.01, N = 3 SE +/- 0.38, N = 3 SE +/- 0.02, N = 3 SE +/- 0.84, N = 3 SE +/- 1.37, N = 3 SE +/- 1.38, N = 3 SE +/- 0.05, N = 3 SE +/- 1.27, N = 3 263.13 267.89 305.27 345.81 378.25 522.31 214.35 303.92 362.30 368.71 545.96 623.33 652.34 548.48 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better clpeak OpenCL Test: Double-Precision Double RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1.0829 2.1658 3.2487 4.3316 5.4145 3.434 3.815 3.632 3.678 4.283 4.201 4.004 4.252 4.813 3.385 3.750 3.661 3.963 4.006 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 10.16 / Avg: 76.62 / Max: 82.94 Min: 8.1 / Avg: 70.21 / Max: 76.49 Min: 22.94 / Avg: 84.06 / Max: 91.05 Min: 15.83 / Avg: 94.02 / Max: 108.19 Min: 9.74 / Avg: 88.32 / Max: 98.49 Min: 6.79 / Avg: 124.34 / Max: 136.32 Min: 17.16 / Avg: 53.53 / Max: 58.53 Min: 20.39 / Avg: 71.47 / Max: 77.36 Min: 16.95 / Avg: 75.28 / Max: 83.33 Min: 22.7 / Avg: 108.94 / Max: 119.27 Min: 25.41 / Avg: 145.59 / Max: 159.18 Min: 33.8 / Avg: 170.25 / Max: 188.81 Min: 27.48 / Avg: 164.6 / Max: 180.98 Min: 10.49 / Avg: 136.92 / Max: 151.98
vkpeak Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 61.71, N = 3 SE +/- 56.83, N = 3 SE +/- 43.99, N = 3 SE +/- 88.42, N = 3 SE +/- 53.05, N = 3 SE +/- 114.67, N = 3 SE +/- 0.24, N = 3 SE +/- 13.93, N = 3 SE +/- 7.52, N = 3 SE +/- 49.99, N = 3 SE +/- 74.66, N = 3 SE +/- 104.27, N = 3 SE +/- 65.40, N = 3 SE +/- 155.55, N = 3 8314.10 8449.25 9780.52 10901.17 11920.76 16498.51 6818.80 9684.39 11498.10 11707.87 17183.85 19639.66 20790.49 17206.48
OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp32-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 6K 12K 18K 24K 30K SE +/- 42.90, N = 3 SE +/- 46.44, N = 3 SE +/- 43.80, N = 3 SE +/- 59.30, N = 3 SE +/- 60.73, N = 3 SE +/- 79.54, N = 3 SE +/- 12.40, N = 3 SE +/- 31.64, N = 3 SE +/- 58.84, N = 3 SE +/- 78.89, N = 3 SE +/- 75.50, N = 3 SE +/- 108.44, N = 3 SE +/- 137.76, N = 3 SE +/- 134.86, N = 3 8311.48 8451.07 9791.33 10886.65 11917.03 16487.61 9039.77 12854.49 15292.85 15511.75 22809.11 25895.83 27527.94 17203.15
OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 21.01, N = 3 SE +/- 22.92, N = 3 SE +/- 32.23, N = 3 SE +/- 29.14, N = 3 SE +/- 60.69, N = 3 SE +/- 43.12, N = 3 SE +/- 9.15, N = 3 SE +/- 25.27, N = 3 SE +/- 43.84, N = 3 SE +/- 57.85, N = 3 SE +/- 43.04, N = 3 SE +/- 30.73, N = 3 SE +/- 80.41, N = 3 SE +/- 92.50, N = 3 8298.46 8439.95 9764.67 10871.18 11924.67 16457.91 6836.83 9720.67 11572.60 11727.92 17097.78 19465.27 20789.48 17183.04
OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp16-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 9K 18K 27K 36K 45K SE +/- 40.81, N = 3 SE +/- 45.05, N = 3 SE +/- 64.46, N = 3 SE +/- 0.93, N = 3 SE +/- 118.62, N = 3 SE +/- 86.26, N = 3 SE +/- 0.44, N = 3 SE +/- 49.62, N = 3 SE +/- 88.97, N = 3 SE +/- 114.74, N = 3 SE +/- 88.40, N = 3 SE +/- 51.02, N = 3 SE +/- 91.14, N = 3 SE +/- 148.11, N = 3 16219.42 16496.22 19106.95 21212.96 23328.09 32202.58 13718.14 19484.46 23200.57 23509.08 34278.04 39163.48 41672.10 33598.08
SHOC Scalable HeterOgeneous Computing OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 6 12 18 24 30 22.57 24.32 21.63 21.10 25.76 24.35 24.35 25.03 25.72 21.22 22.80 23.35 24.33 24.33
OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 15 30 45 60 75 43.35 46.66 44.12 43.19 50.27 57.94 46.08 49.47 56.03 47.26 57.42 62.76 66.85 55.59
vkpeak Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 SE +/- 0.15, N = 3 SE +/- 0.03, N = 3 SE +/- 0.79, N = 3 SE +/- 0.02, N = 3 SE +/- 0.95, N = 3 SE +/- 1.54, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.34, N = 3 SE +/- 0.95, N = 3 SE +/- 1.32, N = 3 SE +/- 0.01, N = 3 SE +/- 1.37, N = 3 SE +/- 1.43, N = 3 258.32 262.90 305.23 338.65 371.68 513.77 213.55 304.87 361.24 366.91 534.50 604.88 651.06 535.94
Result
OpenBenchmarking.org GFLOPS, More Is Better vkpeak 20210424 fp64-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 140 280 420 560 700 SE +/- 0.65, N = 3 SE +/- 0.06, N = 2 SE +/- 0.50, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 2 SE +/- 1.31, N = 3 SE +/- 0.03, N = 3 SE +/- 0.31, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.35, N = 3 SE +/- 0.61, N = 3 SE +/- 0.79, N = 3 SE +/- 1.43, N = 3 258.51 262.86 307.31 341.36 370.77 513.10 213.53 305.19 362.43 367.88 536.45 611.03 651.89 536.02 GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better vkpeak 20210424 fp64-vec4 RTX 2070 RTX 2080 SUPER 0.5936 1.1872 1.7808 2.3744 2.968 2.203 2.638
SHOC Scalable HeterOgeneous Computing The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 500 1000 1500 2000 2500 SE +/- 0.12, N = 12 SE +/- 0.42, N = 12 SE +/- 0.30, N = 12 SE +/- 0.39, N = 12 SE +/- 0.30, N = 12 SE +/- 1.41, N = 12 SE +/- 0.06, N = 12 SE +/- 0.15, N = 12 SE +/- 0.32, N = 12 SE +/- 0.35, N = 12 SE +/- 0.32, N = 13 SE +/- 1.82, N = 13 SE +/- 1.60, N = 13 SE +/- 0.84, N = 12 949.96 954.25 1088.04 1099.39 1203.71 1483.30 934.17 1153.04 1135.09 1536.78 1918.51 2289.54 2346.13 1578.37 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: FFT SP RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 6 12 18 24 30 22.57 24.32 21.63 21.10 25.76 24.35 24.35 25.03 25.72 21.22 22.80 23.35 24.33 24.33 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 Min: 10.13 / Avg: 42.08 / Max: 115.84 Min: 8.79 / Avg: 39.23 / Max: 106.71 Min: 23.91 / Avg: 50.3 / Max: 128.47 Min: 16.36 / Avg: 52.12 / Max: 131.61 Min: 9.98 / Avg: 46.74 / Max: 113.07 Min: 7.12 / Avg: 60.93 / Max: 200.59 Min: 17.51 / Avg: 38.36 / Max: 64.71 Min: 21.05 / Avg: 46.06 / Max: 75.32 Min: 17.05 / Avg: 44.14 / Max: 74.86 Min: 24.47 / Avg: 72.42 / Max: 108.17 Min: 26.97 / Avg: 84.14 / Max: 132.2 Min: 35.34 / Avg: 98.06 / Max: 147.59 Min: 31.07 / Avg: 96.42 / Max: 145.13 Min: 11.55 / Avg: 64.88 / Max: 203.55
Result
OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2K 4K 6K 8K 10K SE +/- 7.64, N = 9 SE +/- 9.39, N = 9 SE +/- 0.86, N = 9 SE +/- 1.20, N = 9 SE +/- 1.82, N = 10 SE +/- 27.28, N = 10 SE +/- 5.34, N = 9 SE +/- 2.76, N = 10 SE +/- 20.27, N = 10 SE +/- 5.86, N = 10 SE +/- 18.49, N = 11 SE +/- 30.90, N = 12 SE +/- 31.35, N = 12 SE +/- 26.53, N = 10 3023.53 3112.87 3269.42 3350.00 3719.30 4835.13 2770.78 3432.76 3795.35 4710.76 6305.82 8100.68 8327.84 5057.65 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: GEMM SGEMM_N RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 15 30 45 60 75 43.35 46.66 44.12 43.19 50.27 57.94 46.08 49.47 56.03 47.26 57.42 62.76 66.85 55.59 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.2 / Avg: 69.75 / Max: 170.37 Min: 9 / Avg: 66.72 / Max: 173.96 Min: 23.69 / Avg: 74.1 / Max: 195.82 Min: 15.99 / Avg: 77.56 / Max: 187.17 Min: 9.83 / Avg: 73.99 / Max: 192.06 Min: 6.03 / Avg: 83.45 / Max: 218.2 Min: 17.05 / Avg: 60.13 / Max: 152.49 Min: 20.62 / Avg: 69.39 / Max: 154.07 Min: 17.04 / Avg: 67.74 / Max: 162.28 Min: 23.08 / Avg: 99.68 / Max: 209.8 Min: 26.46 / Avg: 109.81 / Max: 223.88 Min: 34.21 / Avg: 129.07 / Max: 252 Min: 28.97 / Avg: 124.57 / Max: 253.7 Min: 10.32 / Avg: 90.99 / Max: 235.32
Result
OpenBenchmarking.org GFLOPS, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 90 180 270 360 450 SE +/- 0.04, N = 13 SE +/- 0.07, N = 13 SE +/- 0.09, N = 13 SE +/- 0.09, N = 12 SE +/- 0.07, N = 13 SE +/- 0.13, N = 13 SE +/- 0.07, N = 13 SE +/- 0.10, N = 13 SE +/- 0.16, N = 13 SE +/- 0.05, N = 12 SE +/- 0.19, N = 13 SE +/- 0.22, N = 13 SE +/- 0.12, N = 13 SE +/- 0.08, N = 13 188.78 192.71 199.72 197.21 212.74 271.25 172.08 211.72 218.31 286.11 339.02 419.33 429.60 288.60 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi GFLOPS Per Watt
OpenBenchmarking.org GFLOPS Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: S3D RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 2 4 6 8 10 6.214 6.893 5.051 4.906 6.038 7.247 5.430 6.262 6.618 5.013 5.454 5.525 6.114 6.899 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 Min: 10.21 / Avg: 30.38 / Max: 48.81 Min: 8.93 / Avg: 27.96 / Max: 46.09 Min: 23.32 / Avg: 39.54 / Max: 58.32 Min: 15.7 / Avg: 40.2 / Max: 59.97 Min: 9.92 / Avg: 35.24 / Max: 56.73 Min: 6.3 / Avg: 37.43 / Max: 62.65 Min: 17.67 / Avg: 31.69 / Max: 45.44 Min: 20.44 / Avg: 33.81 / Max: 47.29 Min: 16.94 / Avg: 32.99 / Max: 48.4 Min: 21.7 / Avg: 57.08 / Max: 80.38 Min: 24.97 / Avg: 62.16 / Max: 90.4 Min: 33.76 / Avg: 75.89 / Max: 111.58 Min: 27.01 / Avg: 70.27 / Max: 107.53 Min: 9.98 / Avg: 41.83 / Max: 67.72
ViennaCL ViennaCL is an open-source linear algebra library written in C++ and with support for OpenCL and OpenMP. This test profile makes use of ViennaCL's built-in benchmarks. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GFLOPs/s, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-NN RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 130 260 390 520 650 SE +/- 1.20, N = 3 SE +/- 1.00, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 0.67, N = 3 SE +/- 1.20, N = 3 SE +/- 1.33, N = 3 SE +/- 1.20, N = 3 244 251 278 323 353 469 204 291 338 345 499 559 600 496 1. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL
OpenBenchmarking.org GFLOPs/s Per Watt, More Is Better ViennaCL 1.7.1 Test: OpenCL BLAS - dGEMM-TT RTX 2080 SUPER RTX 3080 RTX 3080 Ti TITAN RTX 0.6604 1.3208 1.9812 2.6416 3.302 2.923 2.597 2.462 2.935
SHOC Scalable HeterOgeneous Computing The CUDA and OpenCL version of Vetter's Scalable HeterOgeneous Computing benchmark suite. SHOC provides a number of different benchmark programs for evaluating the performance and stability of compute devices. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org GHash/s, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 10 20 30 40 50 SE +/- 0.01, N = 15 SE +/- 0.01, N = 13 SE +/- 0.01, N = 13 SE +/- 0.01, N = 15 SE +/- 0.00, N = 13 SE +/- 0.04, N = 14 SE +/- 0.01, N = 12 SE +/- 0.03, N = 13 SE +/- 0.05, N = 13 SE +/- 0.01, N = 13 SE +/- 0.00, N = 14 SE +/- 0.06, N = 14 SE +/- 0.04, N = 14 SE +/- 0.04, N = 14 18.30 18.67 21.39 24.01 26.46 34.97 15.16 21.61 25.55 26.27 37.52 41.83 44.11 36.75 1. (CXX) g++ options: -O2 -lSHOCCommonMPI -lSHOCCommonOpenCL -lSHOCCommon -lOpenCL -lrt -pthread -lmpi_cxx -lmpi GHash/s Per Watt
OpenBenchmarking.org GHash/s Per Watt, More Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 Target: OpenCL - Benchmark: MD5 Hash RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.1391 0.2782 0.4173 0.5564 0.6955 0.336 0.371 0.355 0.399 0.433 0.599 0.298 0.378 0.477 0.342 0.442 0.421 0.480 0.618 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better SHOC Scalable HeterOgeneous Computing 2020-04-17 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.03 / Avg: 54.5 / Max: 179.81 Min: 8.01 / Avg: 50.26 / Max: 180.05 Min: 23.29 / Avg: 60.27 / Max: 204.01 Min: 16.16 / Avg: 60.15 / Max: 219.48 Min: 9.74 / Avg: 61.06 / Max: 244.68 Min: 5.42 / Avg: 58.34 / Max: 265.02 Min: 17.32 / Avg: 50.8 / Max: 131.38 Min: 20.52 / Avg: 57.19 / Max: 147.04 Min: 16.86 / Avg: 53.55 / Max: 135.46 Min: 23.35 / Avg: 76.92 / Max: 186.03 Min: 25.91 / Avg: 84.81 / Max: 186.54 Min: 33.81 / Avg: 99.29 / Max: 201.41 Min: 28.36 / Avg: 91.96 / Max: 187.69 Min: 9.7 / Avg: 59.48 / Max: 284.45
Mixbench A benchmark suite for GPUs on mixed operational intensity kernels. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org GIOPS, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 74.45, N = 15 SE +/- 44.96, N = 15 SE +/- 0.86, N = 14 SE +/- 5.84, N = 14 SE +/- 1.25, N = 14 SE +/- 340.68, N = 15 SE +/- 0.32, N = 14 SE +/- 0.45, N = 14 SE +/- 0.87, N = 14 SE +/- 10.76, N = 15 SE +/- 265.32, N = 15 SE +/- 306.59, N = 15 SE +/- 363.78, N = 15 SE +/- 379.98, N = 15 7811.27 7995.96 9219.34 10234.25 11161.70 14731.97 5883.15 8458.84 10033.78 10120.80 13956.21 15545.63 16502.90 15399.95 1. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2 GIOPS Per Watt
OpenBenchmarking.org GIOPS Per Watt, More Is Better Mixbench 2020-06-23 Backend: NVIDIA CUDA - Benchmark: Integer RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 70 140 210 280 350 215.20 244.38 210.60 236.26 278.44 313.08 181.53 230.78 291.74 174.40 213.35 195.08 225.05 311.90 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Mixbench 2020-06-23 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30 60 90 120 150 Min: 9.99 / Avg: 36.3 / Max: 83.91 Min: 8.69 / Avg: 32.72 / Max: 78.1 Min: 23.92 / Avg: 43.78 / Max: 92.24 Min: 15 / Avg: 43.32 / Max: 85.96 Min: 9.87 / Avg: 40.09 / Max: 95.14 Min: 6.43 / Avg: 47.06 / Max: 104.62 Min: 16.66 / Avg: 32.41 / Max: 52.09 Min: 12.43 / Avg: 36.65 / Max: 60.96 Min: 8.64 / Avg: 34.39 / Max: 59.56 Min: 22.16 / Avg: 58.03 / Max: 92.85 Min: 17.86 / Avg: 65.41 / Max: 106.54 Min: 25.14 / Avg: 79.69 / Max: 134.35 Min: 20.23 / Avg: 73.33 / Max: 124.31 Min: 8.31 / Avg: 49.38 / Max: 112.81
clpeak Clpeak is designed to test the peak capabilities of OpenCL devices. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org GIOPS, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 85.91, N = 15 SE +/- 84.44, N = 15 SE +/- 83.15, N = 15 SE +/- 73.78, N = 15 SE +/- 83.89, N = 15 SE +/- 52.71, N = 12 SE +/- 3.88, N = 15 SE +/- 76.78, N = 15 SE +/- 62.48, N = 13 SE +/- 52.74, N = 13 SE +/- 110.02, N = 15 SE +/- 114.00, N = 12 SE +/- 105.32, N = 12 SE +/- 163.86, N = 15 7090.64 7155.07 8446.24 9079.54 10392.33 13127.46 6338.90 8378.39 10264.47 10957.10 15474.89 17317.31 18051.59 13853.39 1. (CXX) g++ options: -O3 -rdynamic -lOpenCL GIOPS Per Watt
OpenBenchmarking.org GIOPS Per Watt, More Is Better clpeak OpenCL Test: Integer Compute INT RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 40 80 120 160 200 109.97 118.38 115.32 127.16 138.68 136.72 141.84 132.85 163.61 123.44 126.08 130.38 145.07 143.99 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better clpeak GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.13 / Avg: 64.48 / Max: 180.27 Min: 7.86 / Avg: 60.44 / Max: 179.77 Min: 23.39 / Avg: 73.24 / Max: 218.19 Min: 16.53 / Avg: 71.4 / Max: 225.88 Min: 9.76 / Avg: 74.94 / Max: 255.68 Min: 7.68 / Avg: 96.02 / Max: 266.24 Min: 17.42 / Avg: 44.69 / Max: 106.16 Min: 20.42 / Avg: 63.07 / Max: 173.69 Min: 17.2 / Avg: 62.74 / Max: 184.61 Min: 23.69 / Avg: 88.77 / Max: 226.32 Min: 25.93 / Avg: 122.74 / Max: 319.24 Min: 34.84 / Avg: 132.82 / Max: 340.5 Min: 28.15 / Avg: 124.44 / Max: 330.33 Min: 10.74 / Avg: 96.21 / Max: 283.79
vkpeak Vkpeak is a Vulkan compute benchmark inspired by OpenCL's clpeak. Vkpeak provides Vulkan compute performance measurements for FP16 / FP32 / FP64 / INT16 / INT32 scalar and vec4 performance. Learn more via the OpenBenchmarking.org test page.
OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 21.65, N = 3 SE +/- 0.21, N = 3 SE +/- 8.24, N = 3 SE +/- 1.08, N = 3 SE +/- 30.36, N = 3 SE +/- 43.31, N = 3 SE +/- 0.77, N = 3 SE +/- 8.15, N = 3 SE +/- 0.75, N = 3 SE +/- 0.71, N = 3 SE +/- 1.14, N = 3 SE +/- 0.24, N = 3 SE +/- 26.66, N = 3 SE +/- 44.08, N = 3 8246.82 8365.01 9756.50 10862.12 11820.67 16358.35 6809.18 9700.50 11545.08 11695.96 17087.33 19501.47 20714.16 17030.39
OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int32-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 20.82, N = 3 SE +/- 0.63, N = 3 SE +/- 8.84, N = 3 SE +/- 0.27, N = 3 SE +/- 30.69, N = 3 SE +/- 45.18, N = 3 SE +/- 0.54, N = 3 SE +/- 4.72, N = 3 SE +/- 1.00, N = 3 SE +/- 1.12, N = 3 SE +/- 0.02, N = 3 SE +/- 0.25, N = 3 SE +/- 2.62, N = 3 SE +/- 46.17, N = 3 8206.71 8319.68 9705.63 10806.24 11765.09 16279.27 6780.54 9646.85 11492.63 11649.90 17024.27 19408.56 20597.70 16941.28
OpenBenchmarking.org GIOPS Per Watt, More Is Better vkpeak 20210424 int16-vec4 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 57.23 67.67 64.33 70.52 69.91 76.94 82.37 63.67 66.97 60.24 63.68 69.42
OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-scalar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3K 6K 9K 12K 15K SE +/- 0.09, N = 3 SE +/- 0.15, N = 3 SE +/- 0.30, N = 3 SE +/- 0.36, N = 3 SE +/- 20.31, N = 3 SE +/- 27.43, N = 3 SE +/- 5.77, N = 3 SE +/- 3.46, N = 3 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 SE +/- 1.14, N = 3 SE +/- 20.56, N = 3 SE +/- 1.11, N = 3 SE +/- 27.84, N = 3 5437.69 5530.45 6445.64 7123.95 7814.83 10811.57 4488.85 6403.14 7629.67 7730.75 11290.98 12829.16 13650.66 11258.44
Result
OpenBenchmarking.org GIOPS, More Is Better vkpeak 20210424 int16-vec4 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4K 8K 12K 16K 20K SE +/- 14.82, N = 3 SE +/- 0.29, N = 3 SE +/- 21.85, N = 3 SE +/- 1.82, N = 3 SE +/- 0.06, N = 3 SE +/- 14.70, N = 3 SE +/- 7.82, N = 3 SE +/- 11.39, N = 3 SE +/- 0.82, N = 3 SE +/- 0.81, N = 3 SE +/- 0.42, N = 3 SE +/- 4.40, N = 3 SE +/- 4.03, N = 3 SE +/- 5.90, N = 3 7201.01 7362.19 8534.72 9468.38 10383.04 14076.57 5969.65 8477.23 10070.32 10205.76 14570.68 16203.01 16881.76 14765.38 GIOPS Per Watt
OpenBenchmarking.org GIOPS Per Watt, More Is Better vkpeak 20210424 int16-vec4 RTX 2060 SUPER RTX 2070 SUPER RTX 2080 RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 20 40 60 80 100 57.23 67.67 64.33 70.52 69.91 76.94 82.37 63.67 66.97 60.24 63.68 69.42 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better vkpeak 20210424 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.28 / Avg: 125.83 / Max: 161.95 Min: 8.79 / Avg: 119.33 / Max: 160.63 Min: 24.2 / Avg: 126.12 / Max: 176.14 Min: 15.72 / Avg: 147.18 / Max: 200.91 Min: 9.79 / Avg: 140.53 / Max: 200.69 Min: 7.02 / Avg: 199.62 / Max: 265.18 Min: 17.22 / Avg: 85.39 / Max: 108.64 Min: 20.31 / Avg: 110.18 / Max: 153.31 Min: 16.97 / Avg: 122.25 / Max: 176.97 Min: 22.36 / Avg: 160.29 / Max: 216.47 Min: 18.02 / Avg: 217.56 / Max: 259.06 Min: 25.9 / Avg: 268.96 / Max: 304.21 Min: 25.05 / Avg: 265.11 / Max: 303.36 Min: 10.59 / Avg: 212.69 / Max: 285.13
Hashcat OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: SHA1 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30M 60M 90M 120M 150M 94045209.54 97668381.54 94933726.51 104350302.68 105384516.64 127340705.79 102307536.60 109455812.73 114015304.24 91799645.83 107438579.04 107541023.93 118925208.32 121687941.74
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4M 8M 12M 16M 20M 13006126.22 13497084.86 13001337.19 13960472.68 14124956.04 17555452.63 14388149.76 15163734.68 16411609.96 12784504.77 15209447.83 15008611.13 16765237.41 16905956.94
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3K 6K 9K 12K 15K 8622.05 8752.06 8779.92 11541.88 12169.88 11209.31 8644.73 10048.59 12048.43 7635.72 8989.32 8341.16 9312.46 11386.07
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1600 3200 4800 6400 8000 4926.05 4944.90 4973.29 4386.73 4604.78 6142.10 5661.31 6770.97 7275.86 4896.67 5136.91 4963.49 5731.54 5920.11
Result
OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: MD5 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 15000M 30000M 45000M 60000M 75000M SE +/- 49115005.26, N = 7 SE +/- 62259505.74, N = 7 SE +/- 40022380.64, N = 7 SE +/- 104693541.11, N = 7 SE +/- 48387138.48, N = 7 SE +/- 73945478.17, N = 7 SE +/- 33928239.60, N = 7 SE +/- 50524660.91, N = 7 SE +/- 64426488.19, N = 7 SE +/- 82415641.88, N = 7 SE +/- 119086542.02, N = 7 SE +/- 114085221.76, N = 7 SE +/- 104099604.32, N = 7 SE +/- 90062008.87, N = 7 28643142857 29405171429 33955900000 37998642857 41746057143 54074357143 24005014286 34158442857 40281500000 41477457143 58962414286 65846485714 69978700000 56684485714 H/s Per Watt
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: MD5 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 80M 160M 240M 320M 400M 293565059.52 309117259.03 281609895.49 323279861.26 323346932.18 394224162.41 312210179.80 327145754.48 354139559.18 286407828.12 346189621.62 337345851.87 374409285.12 385192906.63 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.28 / Avg: 97.57 / Max: 178.3 Min: 7.46 / Avg: 95.13 / Max: 176.26 Min: 24.04 / Avg: 120.58 / Max: 219.05 Min: 14.23 / Avg: 117.54 / Max: 220.67 Min: 9.64 / Avg: 129.11 / Max: 256.83 Min: 6.31 / Avg: 137.17 / Max: 266.52 Min: 11.84 / Avg: 76.89 / Max: 142.38 Min: 9.72 / Avg: 104.41 / Max: 197.38 Min: 8.91 / Avg: 113.74 / Max: 219.58 Min: 21.02 / Avg: 144.82 / Max: 267.68 Min: 6.22 / Avg: 170.32 / Max: 319.66 Min: 17.97 / Avg: 195.19 / Max: 349.55 Min: 9.63 / Avg: 186.9 / Max: 347.23 Min: 6.83 / Avg: 147.16 / Max: 327.64
Result
OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA1 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 5000M 10000M 15000M 20000M 25000M SE +/- 9752578.59, N = 7 SE +/- 13731990.06, N = 7 SE +/- 5146308.37, N = 7 SE +/- 25963370.33, N = 7 SE +/- 15457664.37, N = 7 SE +/- 22447650.36, N = 7 SE +/- 7946598.98, N = 7 SE +/- 5748658.52, N = 7 SE +/- 23586201.72, N = 7 SE +/- 6164287.09, N = 7 SE +/- 23290062.40, N = 7 SE +/- 27258234.73, N = 7 SE +/- 26924236.29, N = 6 SE +/- 22120437.19, N = 7 9398457143 9571242857 11049914286 12300142857 13596771429 17815328571 7762328571 11068742857 13145171429 13375128571 19257628571 21660242857 22828250000 18687942857 H/s Per Watt
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: SHA1 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 30M 60M 90M 120M 150M 94045209.54 97668381.54 94933726.51 104350302.68 105384516.64 127340705.79 102307536.60 109455812.73 114015304.24 91799645.83 107438579.04 107541023.93 118925208.32 121687941.74 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.24 / Avg: 99.94 / Max: 178.82 Min: 8.47 / Avg: 98 / Max: 176.61 Min: 24.48 / Avg: 116.4 / Max: 207.03 Min: 15.12 / Avg: 117.87 / Max: 220.16 Min: 9.96 / Avg: 129.02 / Max: 245.03 Min: 7.26 / Avg: 139.9 / Max: 266.96 Min: 12.24 / Avg: 75.87 / Max: 134.17 Min: 11.1 / Avg: 101.13 / Max: 185.57 Min: 8.78 / Avg: 115.29 / Max: 219.38 Min: 22.41 / Avg: 145.7 / Max: 256.56 Min: 11.23 / Avg: 179.24 / Max: 319.81 Min: 18.72 / Avg: 201.41 / Max: 349.81 Min: 11.19 / Avg: 191.95 / Max: 346.02 Min: 8.98 / Avg: 153.57 / Max: 291.19
Result
OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 700M 1400M 2100M 2800M 3500M SE +/- 880321.52, N = 7 SE +/- 1259413.53, N = 7 SE +/- 430076.72, N = 7 SE +/- 2564067.95, N = 6 SE +/- 1633078.21, N = 6 SE +/- 2857349.20, N = 6 SE +/- 1910248.05, N = 7 SE +/- 2343684.52, N = 7 SE +/- 2159742.99, N = 7 SE +/- 2485372.17, N = 7 SE +/- 3881545.38, N = 7 SE +/- 2909578.36, N = 7 SE +/- 2166012.72, N = 6 SE +/- 3167166.63, N = 6 1291485714 1314657143 1535714286 1696733333 1893616667 2460566667 1119700000 1589900000 1886685714 1916942857 2738585714 3070157143 3242516667 2583083333 H/s Per Watt
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: SHA-512 RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4M 8M 12M 16M 20M 13006126.22 13497084.86 13001337.19 13960472.68 14124956.04 17555452.63 14388149.76 15163734.68 16411609.96 12784504.77 15209447.83 15008611.13 16765237.41 16905956.94 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.25 / Avg: 99.3 / Max: 177.15 Min: 8.58 / Avg: 97.4 / Max: 175.62 Min: 24.62 / Avg: 118.12 / Max: 217.44 Min: 16.37 / Avg: 121.54 / Max: 219 Min: 10.1 / Avg: 134.06 / Max: 254.16 Min: 7.14 / Avg: 140.16 / Max: 265.65 Min: 12.65 / Avg: 77.82 / Max: 138.19 Min: 13.07 / Avg: 104.85 / Max: 192.63 Min: 8.92 / Avg: 114.96 / Max: 219.08 Min: 23.43 / Avg: 149.94 / Max: 266.25 Min: 17.41 / Avg: 180.06 / Max: 319.24 Min: 21.37 / Avg: 204.56 / Max: 349.26 Min: 21.59 / Avg: 193.41 / Max: 346.46 Min: 10.88 / Avg: 152.79 / Max: 285.56
Result
OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200K 400K 600K 800K 1000K SE +/- 469.64, N = 11 SE +/- 338.47, N = 11 SE +/- 1961.31, N = 15 SE +/- 447.26, N = 10 SE +/- 498.27, N = 10 SE +/- 337.46, N = 10 SE +/- 258.83, N = 11 SE +/- 305.81, N = 11 SE +/- 535.21, N = 11 SE +/- 340.13, N = 11 SE +/- 415.55, N = 10 SE +/- 815.38, N = 10 SE +/- 879.27, N = 10 SE +/- 555.18, N = 10 493227 500673 580567 642760 712650 892410 427609 587145 687591 720064 991970 1097120 1153000 944400 H/s Per Watt
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: 7-Zip RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3K 6K 9K 12K 15K 8622.05 8752.06 8779.92 11541.88 12169.88 11209.31 8644.73 10048.59 12048.43 7635.72 8989.32 8341.16 9312.46 11386.07 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 50 100 150 200 250 Min: 10.2 / Avg: 57.21 / Max: 177.48 Min: 9.06 / Avg: 57.21 / Max: 178.38 Min: 24.32 / Avg: 66.12 / Max: 219.37 Min: 16.35 / Avg: 55.69 / Max: 144 Min: 10.16 / Avg: 58.56 / Max: 239.62 Min: 7.1 / Avg: 79.61 / Max: 283.43 Min: 16.91 / Avg: 49.46 / Max: 126.1 Min: 12.87 / Avg: 58.43 / Max: 153.15 Min: 8.8 / Avg: 57.07 / Max: 165.49 Min: 23.82 / Avg: 94.3 / Max: 229.01 Min: 21.27 / Avg: 110.35 / Max: 262.34 Min: 18.2 / Avg: 131.53 / Max: 299.28 Min: 18.55 / Avg: 123.81 / Max: 293.06 Min: 10.45 / Avg: 82.94 / Max: 284.86
Result
OpenBenchmarking.org H/s, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 200K 400K 600K 800K 1000K SE +/- 208.74, N = 8 SE +/- 350.48, N = 8 SE +/- 432.37, N = 8 SE +/- 841.20, N = 6 SE +/- 4311.72, N = 6 SE +/- 2086.05, N = 8 SE +/- 121.65, N = 8 SE +/- 78.96, N = 9 SE +/- 863.64, N = 8 SE +/- 463.85, N = 8 SE +/- 816.73, N = 8 SE +/- 528.10, N = 9 SE +/- 405.57, N = 7 SE +/- 340.04, N = 8 349900 355538 412388 452883 506217 644813 299913 427989 503188 512713 719975 807600 847886 678875 H/s Per Watt
OpenBenchmarking.org H/s Per Watt, More Is Better Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 1600 3200 4800 6400 8000 4926.05 4944.90 4973.29 4386.73 4604.78 6142.10 5661.31 6770.97 7275.86 4896.67 5136.91 4963.49 5731.54 5920.11 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better Hashcat 6.1.1 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.05 / Avg: 71.03 / Max: 178.63 Min: 8.25 / Avg: 71.9 / Max: 177.92 Min: 24.54 / Avg: 82.92 / Max: 219.51 Min: 15.18 / Avg: 103.24 / Max: 218.72 Min: 9.99 / Avg: 109.93 / Max: 253.84 Min: 6.67 / Avg: 104.98 / Max: 284.33 Min: 17.05 / Avg: 52.98 / Max: 143.46 Min: 12.55 / Avg: 63.21 / Max: 186.18 Min: 8.69 / Avg: 69.16 / Max: 219.51 Min: 23.68 / Avg: 104.71 / Max: 276.81 Min: 20.04 / Avg: 140.16 / Max: 320.48 Min: 20.08 / Avg: 162.71 / Max: 349.1 Min: 21.72 / Avg: 147.93 / Max: 347.51 Min: 10.32 / Avg: 114.67 / Max: 299.03
IndigoBench This is a test of Indigo Renderer's IndigoBench benchmark. Learn more via the OpenBenchmarking.org test page.
Result
OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 12 24 36 48 60 SE +/- 0.03, N = 3 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.05, N = 3 SE +/- 0.07, N = 3 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.12, N = 3 SE +/- 0.03, N = 3 23.30 23.44 24.45 24.88 25.70 33.35 25.86 34.01 37.37 38.95 46.50 51.44 53.01 35.31 M samples/s Per Watt
OpenBenchmarking.org M samples/s Per Watt, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.056 0.112 0.168 0.224 0.28 0.182 0.190 0.183 0.178 0.191 0.173 0.243 0.244 0.249 0.217 0.195 0.186 0.195 0.173 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 9.98 / Avg: 127.71 / Max: 151.56 Min: 7.93 / Avg: 123.49 / Max: 150.85 Min: 22.85 / Avg: 133.71 / Max: 158.28 Min: 14.95 / Avg: 139.79 / Max: 178.28 Min: 9.85 / Avg: 134.55 / Max: 166.11 Min: 5.73 / Avg: 192.38 / Max: 237.67 Min: 17.26 / Avg: 106.42 / Max: 123.72 Min: 20.01 / Avg: 139.22 / Max: 161.69 Min: 16.65 / Avg: 150.08 / Max: 174.37 Min: 21.81 / Avg: 179.55 / Max: 212.1 Min: 23.81 / Avg: 238.22 / Max: 270.71 Min: 33.36 / Avg: 276.7 / Max: 314.68 Min: 26.37 / Avg: 272.17 / Max: 309.75 Min: 9.19 / Avg: 204.2 / Max: 251.77
Result
OpenBenchmarking.org M samples/s, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 5 10 15 20 25 SE +/- 0.016, N = 3 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 SE +/- 0.005, N = 3 SE +/- 0.005, N = 3 SE +/- 0.004, N = 3 SE +/- 0.006, N = 3 SE +/- 0.004, N = 3 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 SE +/- 0.004, N = 3 SE +/- 0.005, N = 3 SE +/- 0.003, N = 3 SE +/- 0.003, N = 3 7.347 7.409 7.648 7.742 7.968 11.031 8.504 11.451 12.892 13.733 17.541 20.037 20.765 11.592 M samples/s Per Watt
OpenBenchmarking.org M samples/s Per Watt, More Is Better IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0178 0.0356 0.0534 0.0712 0.089 0.054 0.056 0.055 0.052 0.057 0.053 0.075 0.076 0.079 0.070 0.066 0.065 0.068 0.053 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better IndigoBench 4.4 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.35 / Avg: 135 / Max: 160.32 Min: 9.45 / Avg: 131.29 / Max: 159.19 Min: 23.53 / Avg: 139.08 / Max: 164.04 Min: 17.59 / Avg: 147.8 / Max: 182.3 Min: 9.99 / Avg: 139.47 / Max: 170.13 Min: 7.67 / Avg: 206.35 / Max: 245.28 Min: 17.24 / Avg: 113.37 / Max: 126.88 Min: 21.59 / Avg: 151.37 / Max: 170.27 Min: 16.98 / Avg: 164.1 / Max: 186.35 Min: 24.42 / Avg: 196.75 / Max: 223.99 Min: 28.42 / Avg: 266.67 / Max: 299.14 Min: 37.4 / Avg: 308.74 / Max: 344.6 Min: 31.43 / Avg: 306.83 / Max: 340.89 Min: 13.76 / Avg: 219.59 / Max: 260.99
LuxCoreRender OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0488 0.0976 0.1464 0.1952 0.244 0.131 0.126 0.115 0.106 0.111 0.101 0.173 0.186 0.217 0.164 0.151 0.160 0.166 0.107
Result
OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 8 16 24 32 40 SE +/- 0.01, N = 4 SE +/- 0.01, N = 4 SE +/- 0.03, N = 4 SE +/- 0.00, N = 4 SE +/- 0.01, N = 4 SE +/- 0.02, N = 4 SE +/- 0.00, N = 4 SE +/- 0.05, N = 5 SE +/- 0.05, N = 6 SE +/- 0.06, N = 6 SE +/- 0.08, N = 6 SE +/- 0.24, N = 6 SE +/- 0.00, N = 6 SE +/- 0.01, N = 5 14.13 13.26 13.10 12.16 12.15 15.28 15.36 20.99 23.45 23.77 28.20 33.25 34.27 16.83 MIN: 13.33 / MAX: 14.65 MIN: 12.41 / MAX: 14.02 MIN: 12.42 / MAX: 13.77 MIN: 11.24 / MAX: 12.82 MIN: 11.25 / MAX: 12.81 MIN: 13.65 / MAX: 16.66 MIN: 13.94 / MAX: 16.32 MIN: 19.21 / MAX: 22.15 MIN: 20.97 / MAX: 24.32 MIN: 21.81 / MAX: 25.33 MIN: 26.09 / MAX: 31.07 MIN: 30.01 / MAX: 35.85 MIN: 30.52 / MAX: 36.32 MIN: 15.76 / MAX: 18.22 M samples/sec Per Watt
OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: Rainbow Colors and Prism - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0488 0.0976 0.1464 0.1952 0.244 0.131 0.126 0.115 0.106 0.111 0.101 0.173 0.186 0.217 0.164 0.151 0.160 0.166 0.107 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.35 / Avg: 108.15 / Max: 147.61 Min: 10.25 / Avg: 105.55 / Max: 139.93 Min: 24.69 / Avg: 113.74 / Max: 145.57 Min: 17.23 / Avg: 114.88 / Max: 145.4 Min: 10.52 / Avg: 109.85 / Max: 140.58 Min: 9.58 / Avg: 151.25 / Max: 207.44 Min: 16.83 / Avg: 88.72 / Max: 120.08 Min: 15.14 / Avg: 113.14 / Max: 161.22 Min: 8.99 / Avg: 107.95 / Max: 172.87 Min: 25.07 / Avg: 145.33 / Max: 215.28 Min: 24.9 / Avg: 186.73 / Max: 280.55 Min: 27.21 / Avg: 207.69 / Max: 330.8 Min: 18.98 / Avg: 206.99 / Max: 335.49 Min: 14.85 / Avg: 157.68 / Max: 218.08
OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0142 0.0284 0.0426 0.0568 0.071 0.032 0.033 0.037 0.046 0.038 0.034 0.052 0.051 0.054 0.063 0.045 0.043 0.046 0.033
OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.035 0.036 0.037 0.047 0.039 0.036 0.049 0.049 0.052 0.060 0.044 0.043 0.045 0.036
Result
OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 4 8 12 16 20 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 3.93 3.89 4.97 5.15 5.37 6.83 5.36 7.19 8.25 8.71 11.67 13.51 14.06 7.04 MIN: 3.81 / MAX: 4.12 MIN: 3.78 / MAX: 4.04 MIN: 4.86 / MAX: 5.09 MIN: 5.03 / MAX: 5.33 MIN: 5.07 / MAX: 5.51 MIN: 6.56 / MAX: 6.93 MIN: 5.23 / MAX: 5.58 MIN: 6.89 / MAX: 7.44 MIN: 8.13 / MAX: 8.41 MIN: 8.19 / MAX: 8.87 MIN: 11.22 / MAX: 11.86 MIN: 12.39 / MAX: 13.74 MIN: 13.57 / MAX: 14.34 MIN: 6.59 / MAX: 7.3 M samples/sec Per Watt
OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: DLSC - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0142 0.0284 0.0426 0.0568 0.071 0.032 0.033 0.037 0.046 0.038 0.034 0.052 0.051 0.054 0.063 0.045 0.043 0.046 0.033 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.34 / Avg: 123.07 / Max: 133.26 Min: 9.27 / Avg: 116.55 / Max: 126.75 Min: 24.66 / Avg: 136.16 / Max: 147.06 Min: 15.09 / Avg: 111.34 / Max: 161.81 Min: 10.52 / Avg: 141.04 / Max: 152.35 Min: 9.58 / Avg: 201.96 / Max: 220.18 Min: 17.28 / Avg: 103.82 / Max: 112.34 Min: 15.16 / Avg: 141.21 / Max: 152.45 Min: 9.3 / Avg: 153.42 / Max: 165.84 Min: 23.02 / Avg: 139.13 / Max: 203.93 Min: 19.96 / Avg: 257.71 / Max: 277.65 Min: 34.51 / Avg: 313.62 / Max: 337.89 Min: 32.4 / Avg: 304.34 / Max: 328.84 Min: 15.27 / Avg: 210.39 / Max: 229.52
Result
OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 3.91 3.91 4.53 4.69 4.84 6.51 4.56 6.04 6.98 7.41 9.99 11.54 11.99 6.92 MIN: 1.4 / MAX: 4.62 MIN: 1.41 / MAX: 4.63 MIN: 1.3 / MAX: 5.39 MIN: 1.66 / MAX: 5.58 MIN: 1.66 / MAX: 5.75 MIN: 1.93 / MAX: 7.74 MIN: 1.64 / MAX: 5.37 MIN: 1.87 / MAX: 7.15 MIN: 2.27 / MAX: 8.27 MIN: 2.28 / MAX: 8.81 MIN: 3.32 / MAX: 11.84 MIN: 3.63 / MAX: 13.73 MIN: 3.93 / MAX: 14.25 MIN: 2.23 / MAX: 8.19 M samples/sec Per Watt
OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: LuxCore Benchmark - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.035 0.036 0.037 0.047 0.039 0.036 0.049 0.049 0.052 0.060 0.044 0.043 0.045 0.036 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.29 / Avg: 111.76 / Max: 130.68 Min: 9.16 / Avg: 107.81 / Max: 127.77 Min: 24.32 / Avg: 123.31 / Max: 141.92 Min: 15.06 / Avg: 99.05 / Max: 156.24 Min: 10.25 / Avg: 123.24 / Max: 144.98 Min: 7.69 / Avg: 181.15 / Max: 213.79 Min: 16.91 / Avg: 92.95 / Max: 107.13 Min: 14.44 / Avg: 123.59 / Max: 143.47 Min: 8.83 / Avg: 133.01 / Max: 154.89 Min: 22.55 / Avg: 123.28 / Max: 193.74 Min: 27.61 / Avg: 225.09 / Max: 259.13 Min: 29.91 / Avg: 270.42 / Max: 312.45 Min: 22.13 / Avg: 268.96 / Max: 311.28 Min: 13.92 / Avg: 193.81 / Max: 230.16
Result
OpenBenchmarking.org M samples/sec, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 3 6 9 12 15 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.07, N = 3 SE +/- 0.01, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 4.51 4.48 5.44 5.58 5.77 7.10 6.06 7.61 8.43 8.67 10.79 11.96 12.35 7.21 MIN: 3.75 / MAX: 4.99 MIN: 3.75 / MAX: 4.81 MIN: 4.44 / MAX: 6.12 MIN: 4.54 / MAX: 6.31 MIN: 4.67 / MAX: 6.58 MIN: 5.6 / MAX: 8.83 MIN: 4.73 / MAX: 7.39 MIN: 6.03 / MAX: 9.24 MIN: 6.69 / MAX: 10.55 MIN: 6.96 / MAX: 10.98 MIN: 8.72 / MAX: 14.46 MIN: 9.91 / MAX: 16.43 MIN: 10.23 / MAX: 17.13 MIN: 5.68 / MAX: 9.07 M samples/sec Per Watt
OpenBenchmarking.org M samples/sec Per Watt, More Is Better LuxCoreRender 2.5 Scene: Orange Juice - Acceleration: GPU RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 0.0135 0.027 0.0405 0.054 0.0675 0.039 0.041 0.042 0.039 0.044 0.037 0.060 0.055 0.057 0.047 0.045 0.041 0.043 0.036 GPU Power Consumption
OpenBenchmarking.org Watts, Fewer Is Better LuxCoreRender 2.5 GPU Power Consumption Monitor RTX 2060 SUPER RTX 2070 RTX 2070 SUPER RTX 2080 RTX 2080 SUPER RTX 2080 Ti RTX 3060 RTX 3060 Ti RTX 3070 RTX 3070 Ti RTX 3080 RTX 3080 Ti RTX 3090 TITAN RTX 60 120 180 240 300 Min: 10.33 / Avg: 114.41 / Max: 131.46 Min: 9.26 / Avg: 110.54 / Max: 127.1 Min: 24.48 / Avg: 129.94 / Max: 145.97 Min: 17.2 / Avg: 141.85 / Max: 160.04 Min: 10.12 / Avg: 132.4 / Max: 150.11 Min: 8.88 / Avg: 191.74 / Max: 216.02 Min: 16.95 / Avg: 100.67 / Max: 111.79 Min: 14.89 / Avg: 137.17 / Max: 151.93 Min: 8.97 / Avg: 148.65 / Max: 166.02 Min: 24.55 / Avg: 184.52 / Max: 204.06 Min: 24.53 / Avg: 241.45 / Max: 268.02 Min: 36.5 / Avg: 291.82 / Max: 325.14 Min: 25.58 / Avg: 289.86 / Max: 322.93 Min: 15 / Avg: 199.64 / Max: 226.23