OpenCL Performance Per Dollar NVIDIA vs. AMD

Radeon and GeForce NVIDIA OpenCL compute GPGPU benchmarks by Michael Larabel for a future article on Phoronix.

HTML result view exported from: https://openbenchmarking.org/result/1712142-PTS-OPENCLDO48&rdt.

OpenCL Performance Per Dollar NVIDIA vs. AMDProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 TiIntel Core i7-8700K @ 4.70GHz (6 Cores / 12 Threads)ASUS PRIME Z370-AIntel Device 3ec216384MB525GB Crucial_CT525MX3 + Samsung SSD 950 PRO 256GBAMD Radeon RX Vega 8176MBRealtek GenericDELL P2415QIntel ConnectionUbuntu 16.044.10.0-42-generic (x86_64)Unity 7.4.0amdgpu 1.4.04.5.13505OpenCL 2.1 AMD-APP (2527.3)1.0.42GCC 5.4.0 20160609ext43840x2160MSI AMD Radeon RX 580 8192MBmodesetting 0.4.4AMD Radeon RX 560 4096MBamdgpu 1.4.0NVIDIA GeForce GTX 1080 Ti 11264MB (1480/5508MHz)NVIDIA 387.344.5.0OpenCL 1.2 CUDA 9.1.98NVIDIA GeForce GTX 1080 8192MB (1607/5005MHz)NVIDIA GeForce GTX 1060 6GB 6144MB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1070 Ti 8192MB (1607/4006MHz)NVIDIA GeForce GTX 1070 8192MB (1506/4006MHz)Zotac NVIDIA GeForce GTX 1050 2048MB (1354/3504MHz)eVGA NVIDIA GeForce GTX 1050 Ti 4096MB (1354/3504MHz)OpenBenchmarking.orgCompiler Details- --build=x86_64-linux-gnu --disable-browser-plugin --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-gnu-unique-object --enable-gtk-cairo --enable-java-awt=gtk --enable-java-home --enable-languages=c,ada,c++,java,go,d,fortran,objc,obj-c++ --enable-libmpx --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-arch-directory=amd64 --with-default-libstdcxx-abi=new --with-multilib-list=m32,m64,mx32 --with-tune=generic -v Processor Details- Scaling Governor: intel_pstate performanceGraphics Details- Radeon RX Vega 64, Radeon RX 580, Radeon RX 560: GLAMOROpenCL Details- GeForce GTX 1080 Ti: GPU Compute Cores: 3584- GeForce GTX 1080: GPU Compute Cores: 2560- GeForce GTX 1060: GPU Compute Cores: 1280- GeForce GTX 1070 Ti: GPU Compute Cores: 2432- GeForce GTX 1070: GPU Compute Cores: 1920- GeForce GTX 1050: GPU Compute Cores: 640- GeForce GTX 1050 Ti: GPU Compute Cores: 768System Details- GeForce GTX 1080 Ti: GPU Compute Cores: 3584.- GeForce GTX 1080: GPU Compute Cores: 2560.- GeForce GTX 1060: GPU Compute Cores: 1280.- GeForce GTX 1070 Ti: GPU Compute Cores: 2432.- GeForce GTX 1070: GPU Compute Cores: 1920.- GeForce GTX 1050: GPU Compute Cores: 640.- GeForce GTX 1050 Ti: GPU Compute Cores: 768.

OpenCL Performance Per Dollar NVIDIA vs. AMDRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 TiOpenBenchmarking.org

SHOC Scalable HeterOgeneous Computing

Performance / Cost - Target: OpenCL - Benchmark: FFT SP

OpenBenchmarking.orgGFLOPS Per Dollar, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Performance / Cost - Target: OpenCL - Benchmark: FFT SPRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti0.44780.89561.34341.79122.2391.561.751.811.231.221.441.181.391.991.391. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

SHOC Scalable HeterOgeneous Computing

Performance / Cost - Target: OpenCL - Benchmark: MD5 Hash

OpenBenchmarking.orgGHash/s Per Dollar, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Performance / Cost - Target: OpenCL - Benchmark: MD5 HashRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti0.00680.01360.02040.02720.0340.020.030.030.030.030.030.030.030.020.021. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

SHOC Scalable HeterOgeneous Computing

Performance / Cost - Target: OpenCL - Benchmark: Max SP Flops

OpenBenchmarking.orgGFLOPS Per Dollar, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Performance / Cost - Target: OpenCL - Benchmark: Max SP FlopsRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti51015202518.1620.9120.2116.5617.5417.5318.9617.8816.2715.931. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

SHOC Scalable HeterOgeneous Computing

Performance / Cost - Target: OpenCL - Benchmark: Texture Read Bandwidth

OpenBenchmarking.orgGB/s Per Dollar, More Is BetterSHOC Scalable HeterOgeneous Computing 2015-11-10Performance / Cost - Target: OpenCL - Benchmark: Texture Read BandwidthRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti0.47930.95861.43791.91722.39650.600.640.900.740.961.391.041.132.131.811. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

cl-mem

Performance / Cost - Benchmark: Copy

OpenBenchmarking.orgGB/s Per Dollar, More Is Bettercl-mem 2017-01-13Performance / Cost - Benchmark: CopyRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti0.1530.3060.4590.6120.7650.530.590.600.400.390.510.390.470.680.521. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

cl-mem

Performance / Cost - Benchmark: Read

OpenBenchmarking.orgGB/s Per Dollar, More Is Bettercl-mem 2017-01-13Performance / Cost - Benchmark: ReadRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti0.16650.3330.49950.6660.83250.570.700.710.430.430.560.430.520.740.561. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

cl-mem

Performance / Cost - Benchmark: Write

OpenBenchmarking.orgGB/s Per Dollar, More Is Bettercl-mem 2017-01-13Performance / Cost - Benchmark: WriteRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti0.15980.31960.47940.63920.7990.530.610.640.430.410.540.410.500.710.531. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

Ethereum Ethminer

Performance / Cost - Device: GPU OpenCL

OpenBenchmarking.orgH/s Per Dollar, More Is BetterEthereum Ethminer 1.2.9Performance / Cost - Device: GPU OpenCLRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti20K40K60K80K100K45767.0174015.9885432.0539598.6538705.5568649.9554335.1363631.8188837.6869905.061. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

Darktable

Performance / Cost - Test: Boat - Acceleration: OpenCL

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterDarktable 2.0.3Performance / Cost - Test: Boat - Acceleration: OpenCLRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti70014002100280035002765.001252.81937.302237.201773.311168.751614.231372.003201.902273.051. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

Blender

Performance / Cost - Blend File: BMW27 - Compute: OpenCL

OpenBenchmarking.orgSeconds x Dollar, Fewer Is BetterBlender 2.79Performance / Cost - Blend File: BMW27 - Compute: OpenCLRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti70K140K210K280K350K92995.00131000.8750937.90313295.89225436.75109433.50214826.71167384.0053532.7072634.511. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

Xsbench OpenCL

Performance / Cost -

OpenBenchmarking.orgLookups/s Per Dollar, More Is BetterXsbench OpenCL 2017-07-06Performance / Cost -Radeon RX Vega 64Radeon RX 580Radeon RX 56070K140K210K280K350K253531.54294108.23306792.611. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.

FAHBench

Performance / Cost -

OpenBenchmarking.orgNs Per Day Per Dollar, More Is BetterFAHBench 2.3.2Performance / Cost -Radeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti0.08780.17560.26340.35120.4390.120.180.240.240.280.360.310.340.390.351. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

JuliaGPU

Performance / Cost - OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Dollar, More Is BetterJuliaGPU 1.2pts1Performance / Cost - OpenCL Device: GPURadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti130K260K390K520K650K181382.55377954.87594636.66254363.66325333.52439994.89360547.87381819.82518649.65478044.591. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

MandelbulbGPU

Performance / Cost - OpenCL Device: GPU

OpenBenchmarking.orgSamples/sec Per Dollar, More Is BetterMandelbulbGPU 1.0pts1Performance / Cost - OpenCL Device: GPURadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti70K140K210K280K350K127012.85219983.47344327.55141235.82180240.06237334.62198524.38210479.18293434.23270235.391. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

LuxMark

Performance / Cost - OpenCL Device: GPU - Scene: Hotel

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: HotelRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti2468105.958.488.414.965.527.656.947.168.807.941. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

LuxMark

Performance / Cost - OpenCL Device: GPU - Scene: Microphone

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: MicrophoneRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti61218243017.5824.4423.6212.6212.0319.6916.2218.7626.4622.181. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

LuxMark

Performance / Cost - OpenCL Device: GPU - Scene: Luxball HDR

OpenBenchmarking.orgScore Per Dollar, More Is BetterLuxMark 3.0Performance / Cost - OpenCL Device: GPU - Scene: Luxball HDRRadeon RX Vega 64Radeon RX 580Radeon RX 560GeForce GTX 1080 TiGeForce GTX 1080GeForce GTX 1060GeForce GTX 1070 TiGeForce GTX 1070GeForce GTX 1050GeForce GTX 1050 Ti112233445531.4049.0349.3425.4223.9242.8533.8340.5550.5843.661. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.4. GeForce GTX 1080 Ti: $799 reported cost.5. GeForce GTX 1080: $539 reported cost.6. GeForce GTX 1060: $275 reported cost.7. GeForce GTX 1070 Ti: $479 reported cost.8. GeForce GTX 1070: $400 reported cost.9. GeForce GTX 1050: $130 reported cost.10. GeForce GTX 1050 Ti: $169 reported cost.

Lulesh OpenCL

Performance / Cost -

OpenBenchmarking.orgz/s Per Dollar, More Is BetterLulesh OpenCL 2017-07-06Performance / Cost -Radeon RX Vega 64Radeon RX 580Radeon RX 5606121824304.3114.0527.531. Radeon RX Vega 64: $700 reported cost.2. Radeon RX 580: $299 reported cost.3. Radeon RX 560: $130 reported cost.

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