NVIDIA TITAN RTX Compute NVIDIA TITAN RTX Linux GPGPU/compute benchmarks for a future article on Phoronix.com by Michael Larabel. GTX 680: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 680 2GB (1006/3004MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 780 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 780 Ti 3GB (875/3500MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 970: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: eVGA NVIDIA GeForce GTX 970 4GB (1163/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 980 4GB (1126/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 980 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 980 Ti 6GB (999/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX TITAN X GM200: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX TITAN X 12GB (1001/3505MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1060: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1070: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1070 8GB (1506/4006MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 8GB (1607/5005MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1080 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce GTX 1080 Ti 11GB (1480/5508MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 Ti: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 TITAN RTX: Processor: Intel Core i9-9900K @ 5.00GHz (8 Cores / 16 Threads), Motherboard: ASUS PRIME Z390-A (0602 BIOS), Chipset: Intel Cannon Lake PCH Shared SRAM, Memory: 16384MB, Disk: 2000GB SABRENT + Samsung SSD 970 EVO 250GB, Graphics: NVIDIA TITAN RTX 24GB (1350/7000MHz), Audio: Realtek ALC1220, Monitor: Acer B286HK, Network: Intel Connection OS: Ubuntu 18.04, Kernel: 4.19.5-041905-generic (x86_64), Desktop: GNOME Shell 3.28.3, Display Server: X Server 1.19.6, Display Driver: NVIDIA 415.23, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 10.0.132, Vulkan: 1.1.84, Compiler: GCC 7.3.0 + LLVM 6.0.0 + CUDA 10.0, File-System: ext4, Screen Resolution: 3840x2160 NVIDIA TITAN RTX: Processor: Intel Xeon W-2155 @ 3.31GHz (10 Cores / 20 Threads), Motherboard: Dell 0X8DXD, Memory: 4 x 16384 MB 2666MHz Hynix HMA82GR7AFR8N-VK, Disk: 477GB NVMe KXG50ZNV512G NVM, Graphics: NVIDIA TITAN RTX 24GB (2100/7001MHz), Network: Intel Connection (5) I219-LM + Realtek USB GbE Family OS: Microsoft Windows 10 Enterprise Build 17763, Kernel: 10.0 (x86_64), Display Driver: 417.71 (25.21.14.1771), Compiler: GCC 4.9.3, File-System: NTFS, Screen Resolution: 1920x1080 Darktable 2.4.2 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better GTX 680 ........... 7.32 |===================================================== GTX 780 Ti ........ 5.30 |====================================== GTX 970 ........... 4.49 |================================= GTX 980 ........... 3.95 |============================= GTX 980 Ti ........ 3.27 |======================== GTX TITAN X GM200 . 3.11 |======================= GTX 1060 .......... 3.65 |========================== GTX 1070 .......... 2.87 |===================== GTX 1080 .......... 2.72 |==================== GTX 1080 Ti ....... 2.27 |================ RTX 2080 .......... 1.88 |============== RTX 2080 Ti ....... 1.62 |============ TITAN RTX ......... 1.61 |============ Darktable 2.4.2 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better GTX 680 ........... 3.19 |================================================= GTX 780 Ti ........ 3.46 |===================================================== GTX 970 ........... 3.10 |=============================================== GTX 980 ........... 3.06 |=============================================== GTX 980 Ti ........ 1.52 |======================= GTX TITAN X GM200 . 1.36 |===================== GTX 1060 .......... 1.31 |==================== GTX 1070 .......... 1.10 |================= GTX 1080 .......... 1.12 |================= GTX 1080 Ti ....... 1.02 |================ RTX 2080 .......... 0.80 |============ RTX 2080 Ti ....... 0.73 |=========== TITAN RTX ......... 0.73 |=========== OctaneBench 4.00 Total Score Score > Higher Is Better GTX 680 ........... 35.80 |====== GTX 780 Ti ........ 109.00 |================= GTX 970 ........... 96.71 |=============== GTX 980 ........... 111.00 |================== GTX 980 Ti ........ 143.72 |======================= GTX TITAN X GM200 . 152.00 |======================== GTX 1060 .......... 91.76 |=============== GTX 1070 .......... 133.10 |===================== GTX 1080 .......... 148.00 |======================== GTX 1080 Ti ....... 212.18 |================================== RTX 2080 .......... 220.39 |=================================== RTX 2080 Ti ....... 303.71 |================================================ TITAN RTX ......... 321.00 |=================================================== NVIDIA TITAN RTX .. 308.43 |================================================= OctaneBench 4.00 Total Score Score Per Watt > Higher Is Better GTX 680 ........... 0.20 |========== GTX 780 Ti ........ 0.43 |====================== GTX 970 ........... 0.63 |================================= GTX 980 ........... 0.66 |================================== GTX 980 Ti ........ 0.67 |=================================== GTX TITAN X GM200 . 0.66 |================================== GTX 1060 .......... 0.80 |========================================== GTX 1070 .......... 0.90 |=============================================== GTX 1080 .......... 0.92 |================================================ GTX 1080 Ti ....... 0.94 |================================================= RTX 2080 .......... 0.96 |================================================== RTX 2080 Ti ....... 1.01 |==================================================== TITAN RTX ......... 1.02 |===================================================== OctaneBench 4.00 GPU Temperature Monitor Celsius < Lower Is Better GTX 680 ........... MIN: 46 AVG: 73 MAX: 77 GTX 780 Ti ........ MIN: 50 AVG: 77 MAX: 81 GTX 970 ........... MIN: 34 AVG: 54 MAX: 58 GTX 980 ........... MIN: 42 AVG: 70 MAX: 78 GTX 980 Ti ........ MIN: 46 AVG: 77 MAX: 81 GTX TITAN X GM200 . MIN: 49 AVG: 79 MAX: 83 GTX 1060 .......... MIN: 37 AVG: 56 MAX: 60 GTX 1070 .......... MIN: 38 AVG: 63 MAX: 69 GTX 1080 .......... MIN: 40 AVG: 65 MAX: 70 GTX 1080 Ti ....... MIN: 45 AVG: 71 MAX: 76 RTX 2080 .......... MIN: 38 AVG: 75 MAX: 83 RTX 2080 Ti ....... MIN: 34 AVG: 68 MAX: 75 TITAN RTX ......... MIN: 37 AVG: 71 MAX: 77 OctaneBench 4.00 System Power Consumption Monitor Watts < Lower Is Better GTX 680 ........... MIN: 53 AVG: 182 MAX: 212 GTX 780 Ti ........ MIN: 52 AVG: 254 MAX: 275 GTX 970 ........... MIN: 47 AVG: 153 MAX: 215 GTX 980 ........... MIN: 48 AVG: 169 MAX: 192 GTX 980 Ti ........ MIN: 51 AVG: 215 MAX: 243 GTX TITAN X GM200 . MIN: 54 AVG: 230 MAX: 259 GTX 1060 .......... MIN: 40 AVG: 115 MAX: 177 GTX 1070 .......... MIN: 42 AVG: 149 MAX: 170 GTX 1080 .......... MIN: 42 AVG: 161 MAX: 183 GTX 1080 Ti ....... MIN: 64 AVG: 227 MAX: 252 RTX 2080 .......... MIN: 77 AVG: 230 MAX: 270 RTX 2080 Ti ....... MIN: 45 AVG: 299 MAX: 330 TITAN RTX ......... MIN: 47 AVG: 315 MAX: 350 NAMD CUDA 2.13 ATPase Simulation - 327,506 Atoms days/ns < Lower Is Better GTX 680 ........... 2.02480 |================================================== GTX 780 Ti ........ 0.38476 |========== GTX 970 ........... 0.35624 |========= GTX 980 ........... 0.32651 |======== GTX 980 Ti ........ 0.28380 |======= GTX TITAN X GM200 . 0.26866 |======= GTX 1060 .......... 0.31493 |======== GTX 1070 .......... 0.24283 |====== GTX 1080 .......... 0.20889 |===== GTX 1080 Ti ....... 0.19974 |===== RTX 2080 .......... 0.19173 |===== RTX 2080 Ti ....... 0.18848 |===== TITAN RTX ......... 0.18773 |===== NAMD CUDA 2.13 GPU Temperature Monitor Celsius < Lower Is Better GTX 680 ........... MIN: 65 AVG: 74 MAX: 76 GTX 780 Ti ........ MIN: 69 AVG: 75 MAX: 80 GTX 970 ........... MIN: 44 AVG: 56 MAX: 62 GTX 980 ........... MIN: 65 AVG: 75 MAX: 78 GTX 980 Ti ........ MIN: 69 AVG: 75 MAX: 79 GTX TITAN X GM200 . MIN: 69 AVG: 76 MAX: 82 GTX 1060 .......... MIN: 51 AVG: 59 MAX: 64 GTX 1070 .......... MIN: 60 AVG: 64 MAX: 67 GTX 1080 .......... MIN: 61 AVG: 65 MAX: 68 GTX 1080 Ti ....... MIN: 65 AVG: 69 MAX: 72 RTX 2080 .......... MIN: 67 AVG: 69 MAX: 72 RTX 2080 Ti ....... MIN: 61 AVG: 64 MAX: 66 TITAN RTX ......... MIN: 54 AVG: 59 MAX: 64 NAMD CUDA 2.13 System Power Consumption Monitor Watts < Lower Is Better GTX 680 ........... MIN: 52 AVG: 265 MAX: 274 GTX 780 Ti ........ MIN: 52 AVG: 330 MAX: 403 GTX 970 ........... MIN: 48 AVG: 247 MAX: 308 GTX 980 ........... MIN: 48 AVG: 266 MAX: 322 GTX 980 Ti ........ MIN: 53 AVG: 303 MAX: 362 GTX TITAN X GM200 . MIN: 53 AVG: 316 MAX: 382 GTX 1060 .......... MIN: 42 AVG: 209 MAX: 260 GTX 1070 .......... MIN: 170 AVG: 243 MAX: 279 GTX 1080 .......... MIN: 43 AVG: 236 MAX: 318 GTX 1080 Ti ....... MIN: 53 AVG: 281 MAX: 372 RTX 2080 .......... MIN: 49 AVG: 264 MAX: 339 RTX 2080 Ti ....... MIN: 51 AVG: 249 MAX: 376 TITAN RTX ......... MIN: 52 AVG: 209 MAX: 364 Parboil 2.5 Test: OpenCL TPACF Seconds < Lower Is Better GTX 680 ........... 4.57 |===================================================== GTX 780 Ti ........ 3.29 |====================================== GTX 970 ........... 1.54 |================== GTX 980 ........... 1.41 |================ GTX 980 Ti ........ 1.39 |================ GTX TITAN X GM200 . 1.36 |================ GTX 1060 .......... 1.41 |================ GTX 1070 .......... 1.08 |============= GTX 1080 .......... 1.06 |============ GTX 1080 Ti ....... 0.77 |========= RTX 2080 .......... 0.88 |========== RTX 2080 Ti ....... 0.64 |======= TITAN RTX ......... 0.63 |======= Parboil 2.5 Test: OpenCL LBM Seconds < Lower Is Better GTX 680 ........... 80.32 |==================================================== GTX 780 Ti ........ 26.45 |================= GTX 970 ........... 21.90 |============== GTX 980 ........... 20.13 |============= GTX 980 Ti ........ 14.05 |========= GTX TITAN X GM200 . 13.48 |========= GTX 1060 .......... 19.73 |============= GTX 1070 .......... 14.90 |========== GTX 1080 .......... 22.26 |============== GTX 1080 Ti ....... 14.16 |========= RTX 2080 .......... 7.27 |===== RTX 2080 Ti ....... 5.43 |==== TITAN RTX ......... 4.98 |=== Rodinia 2.4 Test: OpenCL Particle Filter Seconds < Lower Is Better GTX 680 ........... 22.60 |==================================================== GTX 780 Ti ........ 15.06 |=================================== GTX 970 ........... 13.30 |=============================== GTX 980 ........... 11.80 |=========================== GTX 980 Ti ........ 10.22 |======================== GTX TITAN X GM200 . 9.03 |===================== GTX 1060 .......... 12.03 |============================ GTX 1070 .......... 8.30 |=================== GTX 1080 .......... 6.54 |=============== GTX 1080 Ti ....... 4.97 |=========== RTX 2080 .......... 6.17 |============== RTX 2080 Ti ....... 4.45 |========== TITAN RTX ......... 4.26 |========== Mixbench 2016-06-06 Benchmark: Single Precision GFLOPS > Higher Is Better GTX 680 ........... 2535 |======== GTX 780 Ti ........ 4165 |============= GTX 970 ........... 4144 |============ GTX 980 ........... 4714 |============== GTX 980 Ti ........ 5860 |================== GTX TITAN X GM200 . 6557 |==================== GTX 1060 .......... 4392 |============= GTX 1070 .......... 6410 |=================== GTX 1080 .......... 8570 |========================== GTX 1080 Ti ....... 11605 |=================================== RTX 2080 .......... 11029 |================================= RTX 2080 Ti ....... 16175 |================================================= TITAN RTX ......... 17324 |==================================================== Mixbench 2016-06-06 Benchmark: Double Precision GFLOPS > Higher Is Better GTX 680 ........... 140 |================ GTX 780 Ti ........ 246 |============================= GTX 970 ........... 137 |================ GTX 980 ........... 159 |=================== GTX 980 Ti ........ 197 |======================= GTX TITAN X GM200 . 222 |========================== GTX 1060 .......... 151 |================== GTX 1070 .......... 223 |========================== GTX 1080 .......... 293 |================================== GTX 1080 Ti ....... 400 |=============================================== RTX 2080 .......... 292 |================================== RTX 2080 Ti ....... 434 |=================================================== TITAN RTX ......... 460 |====================================================== clpeak OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better GTX 680 ........... 141 |============== GTX 780 Ti ........ 263 |=========================== GTX 970 ........... 143 |=============== GTX 980 ........... 164 |================= GTX 980 Ti ........ 264 |=========================== GTX TITAN X GM200 . 263 |=========================== GTX 1060 .......... 147 |=============== GTX 1070 .......... 196 |==================== GTX 1080 .......... 222 |======================= GTX 1080 Ti ....... 329 |================================== RTX 2080 .......... 368 |====================================== RTX 2080 Ti ....... 505 |==================================================== TITAN RTX ......... 528 |====================================================== clpeak OpenCL Test: Integer Compute INT GIOPS > Higher Is Better GTX 680 ........... 558 |== GTX 780 Ti ........ 963 |=== GTX 970 ........... 1138 |==== GTX 980 ........... 1302 |==== GTX 980 Ti ........ 1616 |===== GTX TITAN X GM200 . 1783 |====== GTX 1060 .......... 1295 |==== GTX 1070 .......... 1684 |====== GTX 1080 .......... 2450 |======== GTX 1080 Ti ....... 3366 |=========== RTX 2080 .......... 10199 |================================== RTX 2080 Ti ....... 14840 |================================================== TITAN RTX ......... 15398 |==================================================== FAHBench 2.3.2 Ns Per Day > Higher Is Better GTX 680 ........... 42.04 |======= GTX 780 Ti ........ 73.35 |============= GTX 970 ........... 90.44 |================ GTX 980 ........... 101.00 |================= GTX 980 Ti ........ 114.29 |==================== GTX TITAN X GM200 . 121.00 |===================== GTX 1060 .......... 102.90 |================== GTX 1070 .......... 140.29 |======================== GTX 1080 .......... 155.00 |=========================== GTX 1080 Ti ....... 197.70 |================================== RTX 2080 .......... 236.54 |========================================= RTX 2080 Ti ....... 294.39 |=================================================== TITAN RTX ......... 297.00 |=================================================== NVIDIA TITAN RTX .. 86.75 |=============== FAHBench 2.3.2 Ns Per Day Per Watt > Higher Is Better GTX 680 ........... 0.26 |========== GTX 780 Ti ........ 0.34 |============= GTX 970 ........... 0.62 |======================== GTX 980 ........... 0.65 |========================= GTX 980 Ti ........ 0.61 |======================== GTX TITAN X GM200 . 0.64 |========================= GTX 1060 .......... 0.85 |================================= GTX 1070 .......... 0.97 |====================================== GTX 1080 .......... 1.00 |======================================= GTX 1080 Ti ....... 1.05 |========================================= RTX 2080 .......... 1.31 |=================================================== RTX 2080 Ti ....... 1.37 |===================================================== TITAN RTX ......... 1.37 |===================================================== FAHBench 2.3.2 GPU Temperature Monitor Celsius < Lower Is Better GTX 680 ........... MIN: 58 AVG: 69 MAX: 76 GTX 780 Ti ........ MIN: 55 AVG: 67 MAX: 76 GTX 970 ........... MIN: 36 AVG: 47 MAX: 55 GTX 980 ........... MIN: 53 AVG: 63 MAX: 72 GTX 980 Ti ........ MIN: 59 AVG: 69 MAX: 77 GTX TITAN X GM200 . MIN: 58 AVG: 69 MAX: 79 GTX 1060 .......... MIN: 41 AVG: 52 MAX: 61 GTX 1070 .......... MIN: 48 AVG: 58 MAX: 67 GTX 1080 .......... MIN: 47 AVG: 59 MAX: 67 GTX 1080 Ti ....... MIN: 50 AVG: 62 MAX: 72 RTX 2080 .......... MIN: 48 AVG: 64 MAX: 76 RTX 2080 Ti ....... MIN: 44 AVG: 57 MAX: 67 TITAN RTX ......... MIN: 40 AVG: 55 MAX: 67 FAHBench 2.3.2 System Power Consumption Monitor Watts < Lower Is Better GTX 680 ........... MIN: 85 AVG: 162 MAX: 209 GTX 780 Ti ........ MIN: 74 AVG: 214 MAX: 288 GTX 970 ........... MIN: 72 AVG: 147 MAX: 186 GTX 980 ........... MIN: 72 AVG: 155 MAX: 207 GTX 980 Ti ........ MIN: 78 AVG: 186 MAX: 236 GTX TITAN X GM200 . MIN: 79 AVG: 189 MAX: 251 GTX 1060 .......... MIN: 41 AVG: 121 MAX: 155 GTX 1070 .......... MIN: 70 AVG: 145 MAX: 189 GTX 1080 .......... MIN: 42 AVG: 155 MAX: 204 GTX 1080 Ti ....... MIN: 48 AVG: 188 MAX: 258 RTX 2080 .......... MIN: 44 AVG: 181 MAX: 260 RTX 2080 Ti ....... MIN: 48 AVG: 215 MAX: 315 TITAN RTX ......... MIN: 72 AVG: 217 MAX: 307 LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score > Higher Is Better GTX 680 ........... 4825 |===== GTX 780 Ti ........ 11533 |============= GTX 970 ........... 11718 |============= GTX 980 ........... 13220 |=============== GTX 980 Ti ........ 16778 |=================== GTX TITAN X GM200 . 17288 |=================== GTX 1060 .......... 12242 |============== GTX 1070 .......... 17289 |=================== GTX 1080 .......... 13833 |================ GTX 1080 Ti ....... 21685 |======================== RTX 2080 .......... 29650 |================================= RTX 2080 Ti ....... 42314 |=============================================== TITAN RTX ......... 46377 |==================================================== NVIDIA TITAN RTX .. 44164 |================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Luxball HDR Score Per Watt > Higher Is Better GTX 680 ........... 23.87 |========= GTX 780 Ti ........ 42.09 |================ GTX 970 ........... 66.87 |========================= GTX 980 ........... 69.16 |========================== GTX 980 Ti ........ 72.97 |=========================== GTX TITAN X GM200 . 69.07 |========================== GTX 1060 .......... 86.54 |================================ GTX 1070 .......... 98.90 |===================================== GTX 1080 .......... 79.84 |============================== GTX 1080 Ti ....... 90.50 |================================== RTX 2080 .......... 121.95 |============================================= RTX 2080 Ti ....... 131.47 |================================================= TITAN RTX ......... 136.91 |=================================================== LuxMark 3.1 GPU Temperature Monitor Celsius < Lower Is Better GTX 680 ........... MIN: 63 AVG: 76 MAX: 77 GTX 780 Ti ........ MIN: 66 AVG: 79 MAX: 81 GTX 970 ........... MIN: 42 AVG: 54 MAX: 56 GTX 980 ........... MIN: 61 AVG: 74 MAX: 77 GTX 980 Ti ........ MIN: 68 AVG: 79 MAX: 80 GTX TITAN X GM200 . MIN: 68 AVG: 80 MAX: 83 GTX 1060 .......... MIN: 52 AVG: 61 MAX: 63 GTX 1070 .......... MIN: 61 AVG: 68 MAX: 70 GTX 1080 .......... MIN: 59 AVG: 66 MAX: 68 GTX 1080 Ti ....... MIN: 65 AVG: 73 MAX: 75 RTX 2080 .......... MIN: 64 AVG: 79 MAX: 81 RTX 2080 Ti ....... MIN: 57 AVG: 73 MAX: 75 TITAN RTX ......... MIN: 57 AVG: 74 MAX: 77 LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 680 ........... MIN: 55 AVG: 202 MAX: 205 GTX 780 Ti ........ MIN: 51 AVG: 274 MAX: 289 GTX 970 ........... MIN: 47 AVG: 175 MAX: 179 GTX 980 ........... MIN: 48 AVG: 191 MAX: 198 GTX 980 Ti ........ MIN: 53 AVG: 230 MAX: 238 GTX TITAN X GM200 . MIN: 55 AVG: 250 MAX: 258 GTX 1060 .......... MIN: 41 AVG: 141 MAX: 145 GTX 1070 .......... MIN: 44 AVG: 175 MAX: 180 GTX 1080 .......... MIN: 44 AVG: 173 MAX: 177 GTX 1080 Ti ....... MIN: 48 AVG: 240 MAX: 245 RTX 2080 .......... MIN: 49 AVG: 243 MAX: 254 RTX 2080 Ti ....... MIN: 181 AVG: 322 MAX: 333 TITAN RTX ......... MIN: 185 AVG: 339 MAX: 348 LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone Score > Higher Is Better GTX 680 ........... 3318 |====== GTX 780 Ti ........ 7145 |============ GTX 970 ........... 7983 |============== GTX 980 ........... 8982 |=============== GTX 980 Ti ........ 11105 |=================== GTX TITAN X GM200 . 10929 |=================== GTX 1060 .......... 6964 |============ GTX 1070 .......... 9980 |================= GTX 1080 .......... 8732 |=============== GTX 1080 Ti ....... 13732 |======================= RTX 2080 .......... 19855 |================================== RTX 2080 Ti ....... 28476 |================================================= TITAN RTX ......... 30528 |==================================================== NVIDIA TITAN RTX .. 29558 |================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Microphone Score Per Watt > Higher Is Better GTX 680 ........... 16.60 |========== GTX 780 Ti ........ 27.40 |================ GTX 970 ........... 45.62 |========================== GTX 980 ........... 47.36 |=========================== GTX 980 Ti ........ 47.63 |=========================== GTX TITAN X GM200 . 45.03 |========================== GTX 1060 .......... 51.78 |============================== GTX 1070 .......... 59.80 |================================== GTX 1080 .......... 51.84 |============================== GTX 1080 Ti ....... 58.58 |================================== RTX 2080 .......... 81.97 |=============================================== RTX 2080 Ti ....... 88.76 |=================================================== TITAN RTX ......... 90.44 |==================================================== LuxMark 3.1 GPU Temperature Monitor Celsius < Lower Is Better GTX 680 ........... MIN: 70 AVG: 76 MAX: 77 GTX 780 Ti ........ MIN: 69 AVG: 77 MAX: 79 GTX 970 ........... MIN: 48 AVG: 54 MAX: 56 GTX 980 ........... MIN: 66 AVG: 75 MAX: 77 GTX 980 Ti ........ MIN: 70 AVG: 79 MAX: 81 GTX TITAN X GM200 . MIN: 70 AVG: 80 MAX: 82 GTX 1060 .......... MIN: 55 AVG: 60 MAX: 61 GTX 1070 .......... MIN: 61 AVG: 67 MAX: 68 GTX 1080 .......... MIN: 60 AVG: 65 MAX: 66 GTX 1080 Ti ....... MIN: 65 AVG: 73 MAX: 74 RTX 2080 .......... MIN: 68 AVG: 79 MAX: 80 RTX 2080 Ti ....... MIN: 63 AVG: 74 MAX: 75 TITAN RTX ......... MIN: 65 AVG: 76 MAX: 77 LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 680 ........... MIN: 54 AVG: 200 MAX: 209 GTX 780 Ti ........ MIN: 51 AVG: 261 MAX: 277 GTX 970 ........... MIN: 48 AVG: 175 MAX: 178 GTX 980 ........... MIN: 48 AVG: 190 MAX: 194 GTX 980 Ti ........ MIN: 141 AVG: 233 MAX: 238 GTX TITAN X GM200 . MIN: 55 AVG: 243 MAX: 251 GTX 1060 .......... MIN: 41 AVG: 135 MAX: 137 GTX 1070 .......... MIN: 42 AVG: 167 MAX: 171 GTX 1080 .......... MIN: 43 AVG: 168 MAX: 171 GTX 1080 Ti ....... MIN: 137 AVG: 234 MAX: 239 RTX 2080 .......... MIN: 89 AVG: 242 MAX: 251 RTX 2080 Ti ....... MIN: 53 AVG: 321 MAX: 327 TITAN RTX ......... MIN: 134 AVG: 338 MAX: 344 LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel Score > Higher Is Better GTX 680 ........... 851 |===== GTX 780 Ti ........ 2190 |============ GTX 970 ........... 2723 |=============== GTX 980 ........... 3034 |================ GTX 980 Ti ........ 3879 |===================== GTX TITAN X GM200 . 4135 |====================== GTX 1060 .......... 2657 |============== GTX 1070 .......... 3877 |===================== GTX 1080 .......... 3823 |==================== GTX 1080 Ti ....... 5581 |============================== RTX 2080 .......... 6589 |=================================== RTX 2080 Ti ....... 9191 |================================================= TITAN RTX ......... 9884 |===================================================== NVIDIA TITAN RTX .. 9401 |================================================== LuxMark 3.1 OpenCL Device: GPU - Scene: Hotel Score Per Watt > Higher Is Better GTX 680 ........... 4.18 |======== GTX 780 Ti ........ 7.86 |============== GTX 970 ........... 13.88 |========================= GTX 980 ........... 14.42 |========================== GTX 980 Ti ........ 15.34 |============================ GTX TITAN X GM200 . 15.07 |============================ GTX 1060 .......... 17.43 |================================ GTX 1070 .......... 19.94 |===================================== GTX 1080 .......... 19.25 |=================================== GTX 1080 Ti ....... 20.19 |===================================== RTX 2080 .......... 25.35 |============================================== RTX 2080 Ti ....... 27.60 |=================================================== TITAN RTX ......... 28.38 |==================================================== LuxMark 3.1 GPU Temperature Monitor Celsius < Lower Is Better GTX 680 ........... MIN: 65 AVG: 77 MAX: 78 GTX 780 Ti ........ MIN: 68 AVG: 80 MAX: 82 GTX 970 ........... MIN: 44 AVG: 60 MAX: 61 GTX 980 ........... MIN: 66 AVG: 79 MAX: 80 GTX 980 Ti ........ MIN: 70 AVG: 81 MAX: 83 GTX TITAN X GM200 . MIN: 71 AVG: 82 MAX: 84 GTX 1060 .......... MIN: 52 AVG: 65 MAX: 67 GTX 1070 .......... MIN: 60 AVG: 73 MAX: 75 GTX 1080 .......... MIN: 59 AVG: 72 MAX: 74 GTX 1080 Ti ....... MIN: 64 AVG: 80 MAX: 82 RTX 2080 .......... MIN: 67 AVG: 81 MAX: 83 RTX 2080 Ti ....... MIN: 69 AVG: 75 MAX: 77 TITAN RTX ......... MIN: 64 AVG: 77 MAX: 79 LuxMark 3.1 System Power Consumption Monitor Watts < Lower Is Better GTX 680 ........... MIN: 53 AVG: 204 MAX: 218 GTX 780 Ti ........ MIN: 62 AVG: 279 MAX: 296 GTX 970 ........... MIN: 104 AVG: 196 MAX: 199 GTX 980 ........... MIN: 48 AVG: 210 MAX: 219 GTX 980 Ti ........ MIN: 52 AVG: 253 MAX: 262 GTX TITAN X GM200 . MIN: 55 AVG: 274 MAX: 284 GTX 1060 .......... MIN: 45 AVG: 152 MAX: 156 GTX 1070 .......... MIN: 87 AVG: 194 MAX: 199 GTX 1080 .......... MIN: 41 AVG: 199 MAX: 204 GTX 1080 Ti ....... MIN: 53 AVG: 276 MAX: 283 RTX 2080 .......... MIN: 49 AVG: 260 MAX: 273 RTX 2080 Ti ....... MIN: 58 AVG: 333 MAX: 344 TITAN RTX ......... MIN: 52 AVG: 348 MAX: 358 GROMACS 2018.3 Water Benchmark Ns Per Day > Higher Is Better GTX 680 ........... 1.68 |============= GTX 780 Ti ........ 2.72 |====================== GTX 970 ........... 2.75 |====================== GTX 980 ........... 3.01 |======================== GTX 980 Ti ........ 3.53 |============================ GTX TITAN X GM200 . 3.75 |============================== GTX 1060 .......... 2.97 |======================== GTX 1070 .......... 3.77 |============================== GTX 1080 .......... 4.29 |================================== GTX 1080 Ti ....... 5.18 |========================================= RTX 2080 .......... 5.95 |=============================================== RTX 2080 Ti ....... 6.65 |===================================================== TITAN RTX ......... 6.42 |=================================================== GROMACS 2018.3 Water Benchmark Ns Per Day Per Watt > Higher Is Better GTX 680 ........... 0.01 |=========================== GTX 780 Ti ........ 0.01 |=========================== GTX 970 ........... 0.01 |=========================== GTX 980 ........... 0.01 |=========================== GTX 980 Ti ........ 0.01 |=========================== GTX TITAN X GM200 . 0.01 |=========================== GTX 1060 .......... 0.02 |===================================================== GTX 1070 .......... 0.02 |===================================================== GTX 1080 .......... 0.02 |===================================================== GTX 1080 Ti ....... 0.02 |===================================================== RTX 2080 .......... 0.02 |===================================================== RTX 2080 Ti ....... 0.02 |===================================================== TITAN RTX ......... 0.02 |===================================================== GROMACS 2018.3 GPU Temperature Monitor Celsius < Lower Is Better GTX 680 ........... MIN: 63 AVG: 78 MAX: 80 GTX 780 Ti ........ MIN: 68 AVG: 81 MAX: 83 GTX 970 ........... MIN: 46 AVG: 61 MAX: 63 GTX 980 ........... MIN: 65 AVG: 78 MAX: 81 GTX 980 Ti ........ MIN: 68 AVG: 80 MAX: 82 GTX TITAN X GM200 . MIN: 68 AVG: 81 MAX: 83 GTX 1060 .......... MIN: 55 AVG: 66 MAX: 68 GTX 1070 .......... MIN: 63 AVG: 70 MAX: 72 GTX 1080 .......... MIN: 64 AVG: 73 MAX: 75 GTX 1080 Ti ....... MIN: 67 AVG: 75 MAX: 78 RTX 2080 .......... MIN: 67 AVG: 77 MAX: 80 RTX 2080 Ti ....... MIN: 63 AVG: 67 MAX: 69 TITAN RTX ......... MIN: 34 AVG: 60 MAX: 68 GROMACS 2018.3 System Power Consumption Monitor Watts < Lower Is Better GTX 680 ........... MIN: 55 AVG: 235 MAX: 241 GTX 780 Ti ........ MIN: 52 AVG: 329 MAX: 347 GTX 970 ........... MIN: 57 AVG: 229 MAX: 236 GTX 980 ........... MIN: 65 AVG: 247 MAX: 257 GTX 980 Ti ........ MIN: 51 AVG: 285 MAX: 299 GTX TITAN X GM200 . MIN: 55 AVG: 306 MAX: 322 GTX 1060 .......... MIN: 41 AVG: 192 MAX: 197 GTX 1070 .......... MIN: 44 AVG: 221 MAX: 232 GTX 1080 .......... MIN: 46 AVG: 248 MAX: 260 GTX 1080 Ti ....... MIN: 52 AVG: 298 MAX: 322 RTX 2080 .......... MIN: 49 AVG: 283 MAX: 311 RTX 2080 Ti ....... MIN: 51 AVG: 316 MAX: 367 TITAN RTX ......... MIN: 52 AVG: 316 MAX: 367 GPU Temperature Monitor Phoronix Test Suite System Monitoring Celsius GTX 680 ........... MIN: 39 AVG: 74 MAX: 80 GTX 780 Ti ........ MIN: 41 AVG: 75 MAX: 83 GTX 970 ........... MIN: 31 AVG: 55 MAX: 63 GTX 980 ........... MIN: 35 AVG: 71 MAX: 81 GTX 980 Ti ........ MIN: 35 AVG: 76 MAX: 83 GTX TITAN X GM200 . MIN: 41 AVG: 76 MAX: 84 GTX 1060 .......... MIN: 35 AVG: 59 MAX: 68 GTX 1070 .......... MIN: 32 AVG: 65 MAX: 75 GTX 1080 .......... MIN: 33 AVG: 64 MAX: 75 GTX 1080 Ti ....... MIN: 37 AVG: 70 MAX: 82 RTX 2080 .......... MIN: 36 AVG: 72 MAX: 83 RTX 2080 Ti ....... MIN: 34 AVG: 67 MAX: 77 TITAN RTX ......... MIN: 35 AVG: 64 MAX: 79 System Power Consumption Monitor Phoronix Test Suite System Monitoring Watts GTX 680 ........... MIN: 50 AVG: 203 MAX: 274 GTX 780 Ti ........ MIN: 49 AVG: 260 MAX: 403 GTX 970 ........... MIN: 47 AVG: 179 MAX: 308 GTX 980 ........... MIN: 46 AVG: 185 MAX: 322 GTX 980 Ti ........ MIN: 48 AVG: 228 MAX: 362 GTX TITAN X GM200 . MIN: 51 AVG: 233 MAX: 382 GTX 1060 .......... MIN: 40 AVG: 139 MAX: 260 GTX 1070 .......... MIN: 42 AVG: 171 MAX: 279 GTX 1080 .......... MIN: 41 AVG: 173 MAX: 318 GTX 1080 Ti ....... MIN: 48 AVG: 226 MAX: 372 RTX 2080 .......... MIN: 44 AVG: 217 MAX: 339 RTX 2080 Ti ....... MIN: 45 AVG: 280 MAX: 376 TITAN RTX ......... MIN: 46 AVG: 255 MAX: 364 Darktable 2.4.1 Test: Boat - Acceleration: OpenCL Seconds < Lower Is Better NVIDIA TITAN RTX . 0.40 |====================================================== Darktable 2.4.1 Test: Server Room - Acceleration: OpenCL Seconds < Lower Is Better NVIDIA TITAN RTX . 0.47 |======================================================