NVIDIA Compute Tests Benchmarks for a future article. GTX 1060: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce GTX 1060 6GB (1506/4006MHz), Audio: NVIDIA GP106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660 SUPER: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: eVGA NVIDIA GeForce GTX 1660 SUPER 6GB (1530/7000MHz), Audio: NVIDIA TU116 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 GTX 1660 Ti: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: eVGA NVIDIA GeForce GTX 1660 Ti 6GB (1500/6000MHz), Audio: NVIDIA TU116 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2060 6GB (1365/7000MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2060 SUPER: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2060 SUPER 8GB (1470/7000MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: ASUS NVIDIA GeForce RTX 2070 8GB (1410/7000MHz), Audio: NVIDIA TU106 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2070 SUPER: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2070 SUPER 8GB (1605/7000MHz), Audio: NVIDIA TU104 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: Zotac NVIDIA GeForce RTX 2080 8GB (1515/7000MHz), Audio: NVIDIA TU104 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 SUPER: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2080 SUPER 8GB (1650/7750MHz), Audio: NVIDIA TU104 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 2080 Ti: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 2080 Ti 11GB (1350/7000MHz), Audio: NVIDIA TU102 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 TITAN RTX: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA TITAN RTX 24GB (555/810MHz), Audio: NVIDIA TU102 HD Audio, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3060 Ti: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 3060 Ti 8GB (1665/7000MHz), Audio: NVIDIA Device 228b, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 RTX 3080: Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: ASUS ROG CROSSHAIR VIII HERO (WI-FI) (2311 BIOS), Chipset: AMD Starship/Matisse, Memory: 16GB, Disk: 2000GB Corsair Force MP600 + 2000GB, Graphics: NVIDIA GeForce RTX 3080 10GB (1710/9501MHz), Audio: NVIDIA Device 1aef, Monitor: ASUS MG28U, Network: Realtek RTL8125 2.5GbE + Intel I211 + Intel Wi-Fi 6 AX200 OS: Ubuntu 20.04, Kernel: 5.4.0-54-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: NVIDIA 455.45.01, OpenGL: 4.6.0, OpenCL: OpenCL 1.2 CUDA 11.1.114, Vulkan: 1.2.142, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160 ArrayFire 3.7 Test: Conjugate Gradient OpenCL ms < Lower Is Better GTX 1060 ....... 5.023 |======================================================= GTX 1660 SUPER . 2.670 |============================= GTX 1660 Ti .... 3.228 |=================================== RTX 2060 ....... 2.671 |============================= RTX 2060 SUPER . 2.198 |======================== RTX 2070 ....... 2.094 |======================= RTX 2070 SUPER . 2.076 |======================= RTX 2080 ....... 2.094 |======================= RTX 2080 SUPER . 1.917 |===================== RTX 2080 Ti .... 1.678 |================== TITAN RTX ...... 1.756 |=================== RTX 3060 Ti .... 2.094 |======================= RTX 3080 ....... 1.627 |================== Blender 2.90 Blend File: BMW27 - Compute: NVIDIA OptiX Seconds < Lower Is Better GTX 1060 ....... 170.15 |====================================================== GTX 1660 SUPER . 78.26 |========================= GTX 1660 Ti .... 83.09 |========================== RTX 2060 ....... 37.35 |============ RTX 2060 SUPER . 33.87 |=========== RTX 2070 ....... 31.96 |========== RTX 2070 SUPER . 26.41 |======== RTX 2080 ....... 29.53 |========= RTX 2080 SUPER . 26.39 |======== RTX 2080 Ti .... 19.83 |====== TITAN RTX ...... 21.26 |======= RTX 3060 Ti .... 18.06 |====== RTX 3080 ....... 14.96 |===== Blender 2.90 Blend File: Classroom - Compute: NVIDIA OptiX Seconds < Lower Is Better GTX 1060 ....... 548.35 |====================================================== GTX 1660 SUPER . 270.19 |=========================== GTX 1660 Ti .... 281.98 |============================ RTX 2060 ....... 149.31 |=============== RTX 2060 SUPER . 154.25 |=============== RTX 2070 ....... 147.16 |============== RTX 2070 SUPER . 90.51 |========= RTX 2080 ....... 87.26 |========= RTX 2080 SUPER . 82.60 |======== RTX 2080 Ti .... 73.91 |======= TITAN RTX ...... 82.31 |======== RTX 3060 Ti .... 55.95 |====== RTX 3080 ....... 41.29 |==== Blender 2.90 Blend File: Fishy Cat - Compute: NVIDIA OptiX Seconds < Lower Is Better GTX 1060 ....... 344.25 |====================================================== GTX 1660 SUPER . 165.55 |========================== GTX 1660 Ti .... 168.18 |========================== RTX 2060 ....... 68.22 |=========== RTX 2060 SUPER . 63.22 |========== RTX 2070 ....... 58.17 |========= RTX 2070 SUPER . 48.84 |======== RTX 2080 ....... 45.98 |======= RTX 2080 SUPER . 43.57 |======= RTX 2080 Ti .... 33.09 |===== TITAN RTX ...... 35.12 |====== RTX 3060 Ti .... 37.24 |====== RTX 3080 ....... 22.73 |==== Blender 2.90 Blend File: Pabellon Barcelona - Compute: NVIDIA OptiX Seconds < Lower Is Better GTX 1060 ....... 973.87 |====================================================== GTX 1660 SUPER . 476.55 |========================== GTX 1660 Ti .... 489.37 |=========================== RTX 2060 ....... 210.22 |============ RTX 2060 SUPER . 209.05 |============ RTX 2070 ....... 198.24 |=========== RTX 2070 SUPER . 135.34 |======== RTX 2080 ....... 135.02 |======= RTX 2080 SUPER . 130.28 |======= RTX 2080 Ti .... 104.80 |====== TITAN RTX ...... 114.00 |====== RTX 3060 Ti .... 86.20 |===== RTX 3080 ....... 59.14 |=== Blender 2.90 Blend File: Barbershop - Compute: NVIDIA OptiX Seconds < Lower Is Better GTX 1660 SUPER . 2593.95 |================================================== GTX 1660 Ti .... 2732.32 |===================================================== RTX 2060 ....... 1783.16 |=================================== RTX 2060 SUPER . 1877.55 |==================================== RTX 2070 ....... 1803.97 |=================================== RTX 2070 SUPER . 1002.41 |=================== RTX 2080 ....... 974.80 |=================== RTX 2080 SUPER . 917.27 |================== RTX 2080 Ti .... 902.94 |================== TITAN RTX ...... 1002.97 |=================== RTX 3060 Ti .... 581.54 |=========== RTX 3080 ....... 458.51 |========= cl-mem 2017-01-13 Benchmark: Read GB/s > Higher Is Better GTX 1060 ....... 152.8 |============= GTX 1660 SUPER . 293.5 |========================= GTX 1660 Ti .... 235.4 |==================== RTX 2060 ....... 297.3 |========================== RTX 2060 SUPER . 372.2 |================================ RTX 2070 ....... 396.7 |================================== RTX 2070 SUPER . 394.2 |================================== RTX 2080 ....... 394.1 |================================== RTX 2080 SUPER . 434.4 |====================================== RTX 2080 Ti .... 540.7 |=============================================== TITAN RTX ...... 514.5 |============================================= RTX 3060 Ti .... 393.5 |================================== RTX 3080 ....... 634.1 |======================================================= cl-mem 2017-01-13 Benchmark: Read GB/s Per Watt > Higher Is Better GTX 1060 ....... 2.82 |============================== GTX 1660 SUPER . 4.27 |============================================= GTX 1660 Ti .... 4.09 |=========================================== RTX 2060 ....... 4.15 |============================================ RTX 2060 SUPER . 4.41 |=============================================== RTX 2070 ....... 5.22 |======================================================= RTX 2070 SUPER . 4.50 |=============================================== RTX 2080 ....... 4.55 |================================================ RTX 2080 SUPER . 5.31 |======================================================== RTX 2080 Ti .... 5.01 |===================================================== TITAN RTX ...... 4.27 |============================================= RTX 3060 Ti .... 5.02 |===================================================== RTX 3080 ....... 4.62 |================================================= cl-mem 2017-01-13 Benchmark: Write GB/s > Higher Is Better GTX 1060 ....... 147.4 |============= GTX 1660 SUPER . 230.0 |===================== GTX 1660 Ti .... 207.4 |=================== RTX 2060 ....... 251.2 |====================== RTX 2060 SUPER . 311.8 |============================ RTX 2070 ....... 328.4 |============================= RTX 2070 SUPER . 313.9 |============================ RTX 2080 ....... 334.2 |============================== RTX 2080 SUPER . 344.1 |=============================== RTX 2080 Ti .... 445.4 |======================================== TITAN RTX ...... 456.0 |========================================= RTX 3060 Ti .... 383.6 |================================== RTX 3080 ....... 615.3 |======================================================= cl-mem 2017-01-13 Benchmark: Write GB/s Per Watt > Higher Is Better GTX 1060 ....... 2.74 |================================ GTX 1660 SUPER . 3.37 |======================================= GTX 1660 Ti .... 3.58 |========================================= RTX 2060 ....... 3.63 |========================================== RTX 2060 SUPER . 3.80 |============================================ RTX 2070 ....... 4.43 |=================================================== RTX 2070 SUPER . 3.66 |========================================== RTX 2080 ....... 3.96 |============================================== RTX 2080 SUPER . 4.31 |================================================== RTX 2080 Ti .... 3.91 |============================================= TITAN RTX ...... 3.90 |============================================= RTX 3060 Ti .... 4.84 |======================================================== RTX 3080 ....... 4.53 |==================================================== cl-mem 2017-01-13 Benchmark: Copy GB/s > Higher Is Better GTX 1060 ....... 137.8 |====================== GTX 1660 SUPER . 239.0 |======================================= GTX 1660 Ti .... 197.2 |================================ RTX 2060 ....... 239.0 |======================================= RTX 2060 SUPER . 270.4 |============================================ RTX 2070 ....... 284.5 |============================================== RTX 2070 SUPER . 288.2 |=============================================== RTX 2080 ....... 288.5 |=============================================== RTX 2080 SUPER . 298.9 |================================================ RTX 2080 Ti .... 320.8 |==================================================== TITAN RTX ...... 291.8 |=============================================== RTX 3060 Ti .... 298.2 |================================================ RTX 3080 ....... 339.9 |======================================================= cl-mem 2017-01-13 Benchmark: Copy GB/s Per Watt > Higher Is Better GTX 1060 ....... 2.59 |====================================== GTX 1660 SUPER . 3.48 |=================================================== GTX 1660 Ti .... 3.49 |=================================================== RTX 2060 ....... 3.49 |=================================================== RTX 2060 SUPER . 3.39 |================================================= RTX 2070 ....... 3.82 |======================================================== RTX 2070 SUPER . 3.38 |================================================= RTX 2080 ....... 3.42 |================================================== RTX 2080 SUPER . 3.77 |======================================================= RTX 2080 Ti .... 3.05 |============================================ TITAN RTX ...... 2.58 |====================================== RTX 3060 Ti .... 3.85 |======================================================== RTX 3080 ....... 2.52 |===================================== clpeak OpenCL Test: Global Memory Bandwidth GBPS > Higher Is Better GTX 1060 ....... 147.51 |============= GTX 1660 SUPER . 273.92 |======================= GTX 1660 Ti .... 222.01 |=================== RTX 2060 ....... 275.12 |======================= RTX 2060 SUPER . 348.06 |============================== RTX 2070 ....... 368.84 |=============================== RTX 2070 SUPER . 367.04 |=============================== RTX 2080 ....... 368.91 |=============================== RTX 2080 SUPER . 405.77 |=================================== RTX 2080 Ti .... 502.73 |=========================================== TITAN RTX ...... 484.40 |========================================= RTX 3060 Ti .... 389.02 |================================= RTX 3080 ....... 633.34 |====================================================== clpeak OpenCL Test: Global Memory Bandwidth GBPS Per Watt > Higher Is Better GTX 1060 ....... 3.39 |======================= GTX 1660 SUPER . 6.37 |============================================ GTX 1660 Ti .... 5.87 |========================================= RTX 2060 ....... 5.51 |====================================== RTX 2060 SUPER . 6.62 |============================================== RTX 2070 ....... 8.09 |======================================================== RTX 2070 SUPER . 6.50 |============================================= RTX 2080 ....... 6.32 |============================================ RTX 2080 SUPER . 7.19 |================================================== RTX 2080 Ti .... 5.98 |========================================= TITAN RTX ...... 6.13 |========================================== RTX 3060 Ti .... 7.45 |==================================================== RTX 3080 ....... 6.21 |=========================================== clpeak OpenCL Test: Single-Precision Float GFLOPS > Higher Is Better GTX 1060 ....... 4095.43 |======== GTX 1660 SUPER . 4543.04 |======== GTX 1660 Ti .... 4448.17 |======== RTX 2060 ....... 5480.01 |========== RTX 2060 SUPER . 6758.49 |============= RTX 2070 ....... 7203.49 |============= RTX 2070 SUPER . 8537.01 |================ RTX 2080 ....... 9117.91 |================= RTX 2080 SUPER . 10190.43 |=================== RTX 2080 Ti .... 13338.39 |========================= TITAN RTX ...... 13604.68 |========================= RTX 3060 Ti .... 16012.88 |============================== RTX 3080 ....... 28088.78 |==================================================== clpeak OpenCL Test: Single-Precision Float GFLOPS Per Watt > Higher Is Better GTX 1060 ....... 101.60 |================= GTX 1660 SUPER . 117.45 |=================== GTX 1660 Ti .... 142.17 |======================= RTX 2060 ....... 131.53 |====================== RTX 2060 SUPER . 124.64 |===================== RTX 2070 ....... 157.05 |========================== RTX 2070 SUPER . 144.93 |======================== RTX 2080 ....... 152.55 |========================= RTX 2080 SUPER . 179.85 |============================== RTX 2080 Ti .... 158.64 |========================== TITAN RTX ...... 132.66 |====================== RTX 3060 Ti .... 327.99 |====================================================== RTX 3080 ....... 309.31 |=================================================== clpeak OpenCL Test: Double-Precision Double GFLOPS > Higher Is Better GTX 1060 ....... 150.15 |================ GTX 1660 SUPER . 170.63 |================== GTX 1660 Ti .... 173.67 |================== RTX 2060 ....... 229.29 |======================== RTX 2060 SUPER . 245.51 |========================== RTX 2070 ....... 267.76 |============================ RTX 2070 SUPER . 306.51 |================================ RTX 2080 ....... 343.49 |==================================== RTX 2080 SUPER . 373.04 |======================================= RTX 2080 Ti .... 516.53 |====================================================== TITAN RTX ...... 498.14 |==================================================== RTX 3060 Ti .... 302.82 |================================ RTX 3080 ....... 514.40 |====================================================== clpeak OpenCL Test: Double-Precision Double GFLOPS Per Watt > Higher Is Better GTX 1060 ....... 3.07 |======================================== GTX 1660 SUPER . 2.99 |======================================= GTX 1660 Ti .... 3.67 |================================================ RTX 2060 ....... 3.44 |============================================= RTX 2060 SUPER . 3.07 |======================================== RTX 2070 ....... 3.79 |================================================= RTX 2070 SUPER . 3.58 |=============================================== RTX 2080 ....... 3.57 |=============================================== RTX 2080 SUPER . 4.29 |======================================================== RTX 2080 Ti .... 4.14 |====================================================== TITAN RTX ...... 3.56 |============================================== RTX 3060 Ti .... 4.04 |===================================================== RTX 3080 ....... 3.52 |============================================== clpeak OpenCL Test: Integer Compute INT GIOPS > Higher Is Better GTX 1060 ....... 1226.28 |==== GTX 1660 SUPER . 4308.23 |=============== GTX 1660 Ti .... 4443.72 |================ RTX 2060 ....... 5248.43 |=================== RTX 2060 SUPER . 6753.79 |======================== RTX 2070 ....... 7134.16 |========================= RTX 2070 SUPER . 8494.99 |============================== RTX 2080 ....... 9509.30 |================================== RTX 2080 SUPER . 10455.18 |===================================== RTX 2080 Ti .... 13253.58 |=============================================== TITAN RTX ...... 13266.22 |=============================================== RTX 3060 Ti .... 8290.91 |============================== RTX 3080 ....... 14574.47 |==================================================== clpeak OpenCL Test: Integer Compute INT GIOPS Per Watt > Higher Is Better GTX 1060 ....... 19.39 |======= GTX 1660 SUPER . 96.51 |================================== GTX 1660 Ti .... 112.27 |======================================== RTX 2060 ....... 103.54 |===================================== RTX 2060 SUPER . 99.10 |=================================== RTX 2070 ....... 120.15 |=========================================== RTX 2070 SUPER . 119.43 |========================================== RTX 2080 ....... 127.83 |============================================= RTX 2080 SUPER . 152.30 |====================================================== RTX 2080 Ti .... 147.86 |==================================================== TITAN RTX ...... 118.27 |========================================== RTX 3060 Ti .... 128.32 |============================================= RTX 3080 ....... 116.90 |========================================= FAHBench 2.3.2 Ns Per Day > Higher Is Better GTX 1060 ....... 101.29 |================== GTX 1660 SUPER . 136.08 |======================== GTX 1660 Ti .... 129.50 |======================= RTX 2060 ....... 180.97 |================================ RTX 2060 SUPER . 189.08 |================================= RTX 2070 ....... 205.49 |==================================== RTX 2070 SUPER . 227.77 |======================================== RTX 2080 ....... 242.55 |=========================================== RTX 2080 SUPER . 257.48 |============================================= RTX 2080 Ti .... 300.89 |===================================================== TITAN RTX ...... 270.68 |================================================ RTX 3060 Ti .... 234.56 |========================================= RTX 3080 ....... 306.77 |====================================================== FAHBench 2.3.2 Ns Per Day Per Watt > Higher Is Better GTX 1060 ....... 1.51 |======================================== GTX 1660 SUPER . 1.63 |=========================================== GTX 1660 Ti .... 1.83 |================================================= RTX 2060 ....... 1.77 |=============================================== RTX 2060 SUPER . 1.73 |============================================== RTX 2070 ....... 1.88 |================================================== RTX 2070 SUPER . 1.89 |================================================== RTX 2080 ....... 1.80 |================================================ RTX 2080 SUPER . 1.98 |===================================================== RTX 2080 Ti .... 1.84 |================================================= TITAN RTX ...... 1.66 |============================================ RTX 3060 Ti .... 2.10 |======================================================== RTX 3080 ....... 1.68 |============================================= FinanceBench 2016-06-06 Benchmark: Black-Scholes OpenCL ms < Lower Is Better GTX 1060 ....... 13.468000 |============================================ GTX 1660 SUPER . 15.361000 |================================================== GTX 1660 Ti .... 15.525067 |=================================================== RTX 2060 ....... 12.587000 |========================================= RTX 2060 SUPER . 11.492000 |====================================== RTX 2070 ....... 10.263000 |================================== RTX 2070 SUPER . 8.318000 |=========================== RTX 2080 ....... 7.715000 |========================= RTX 2080 SUPER . 6.912000 |======================= RTX 2080 Ti .... 6.158000 |==================== TITAN RTX ...... 6.372000 |===================== RTX 3060 Ti .... 8.374000 |============================ RTX 3080 ....... 4.921000 |================ Geekbench 5 Test: GPU OpenCL Score > Higher Is Better GTX 1060 ....... 36798 |========== GTX 1660 SUPER . 64680 |================== GTX 1660 Ti .... 64871 |================== RTX 2060 ....... 80712 |====================== RTX 2060 SUPER . 87076 |======================== RTX 2070 ....... 93805 |========================== RTX 2070 SUPER . 105899 |============================= RTX 2080 ....... 114773 |=============================== RTX 2080 SUPER . 124272 |================================== RTX 2080 Ti .... 152583 |========================================== TITAN RTX ...... 151148 |========================================= RTX 3060 Ti .... 132421 |==================================== RTX 3080 ....... 197267 |====================================================== Geekbench 5 Test: GPU OpenCL Score Per Watt > Higher Is Better GTX 1060 ....... 766.73 |================== GTX 1660 SUPER . 1296.98 |============================== GTX 1660 Ti .... 1730.98 |======================================== RTX 2060 ....... 1473.91 |================================== RTX 2060 SUPER . 1457.66 |================================== RTX 2070 ....... 1631.21 |====================================== RTX 2070 SUPER . 1658.79 |======================================= RTX 2080 ....... 1613.12 |====================================== RTX 2080 SUPER . 1855.40 |=========================================== RTX 2080 Ti .... 1962.16 |============================================== TITAN RTX ...... 1557.54 |==================================== RTX 3060 Ti .... 2278.18 |===================================================== RTX 3080 ....... 1936.50 |============================================= Geekbench 5 Test: GPU NVIDIA CUDA Score > Higher Is Better GTX 1060 ....... 33671 |========= GTX 1660 SUPER . 66387 |================= GTX 1660 Ti .... 67003 |================= RTX 2060 ....... 83535 |====================== RTX 2060 SUPER . 90572 |======================= RTX 2070 ....... 99664 |========================== RTX 2070 SUPER . 110450 |============================= RTX 2080 ....... 121856 |================================ RTX 2080 SUPER . 128277 |================================= RTX 2080 Ti .... 167858 |============================================ TITAN RTX ...... 155867 |======================================== RTX 3060 Ti .... 136797 |=================================== RTX 3080 ....... 208331 |====================================================== Geekbench 5 Test: GPU NVIDIA CUDA Score Per Watt > Higher Is Better GTX 1060 ....... 592.62 |=============== GTX 1660 SUPER . 1207.71 |============================== GTX 1660 Ti .... 1499.74 |===================================== RTX 2060 ....... 1314.21 |================================= RTX 2060 SUPER . 1421.93 |=================================== RTX 2070 ....... 1523.73 |====================================== RTX 2070 SUPER . 1590.39 |======================================= RTX 2080 ....... 1751.84 |=========================================== RTX 2080 SUPER . 1815.72 |============================================= RTX 2080 Ti .... 1927.38 |================================================ TITAN RTX ...... 1602.54 |======================================== RTX 3060 Ti .... 2139.98 |===================================================== RTX 3080 ....... 1916.20 |=============================================== Geekbench 5 Test: GPU Vulkan Score > Higher Is Better GTX 1060 ....... 37844 |============= GTX 1660 SUPER . 60351 |===================== GTX 1660 Ti .... 59063 |==================== RTX 2060 ....... 72689 |========================= RTX 2060 SUPER . 75750 |========================== RTX 2070 ....... 85125 |============================= RTX 2070 SUPER . 96082 |================================= RTX 2080 ....... 98487 |================================== RTX 2080 SUPER . 108359 |===================================== RTX 2080 Ti .... 132489 |============================================= TITAN RTX ...... 128003 |============================================ RTX 3060 Ti .... 112321 |====================================== RTX 3080 ....... 158724 |====================================================== Geekbench 5 Test: GPU Vulkan Score Per Watt > Higher Is Better GTX 1060 ....... 715.07 |===================== GTX 1660 SUPER . 1126.66 |================================= GTX 1660 Ti .... 1281.07 |====================================== RTX 2060 ....... 1275.01 |===================================== RTX 2060 SUPER . 1116.65 |================================= RTX 2070 ....... 1608.47 |=============================================== RTX 2070 SUPER . 1469.22 |=========================================== RTX 2080 ....... 1362.74 |======================================== RTX 2080 SUPER . 1486.19 |============================================ RTX 2080 Ti .... 1592.92 |=============================================== TITAN RTX ...... 1301.46 |====================================== RTX 3060 Ti .... 1806.21 |===================================================== RTX 3080 ....... 1502.88 |============================================ Hashcat 6.1.1 Benchmark: MD5 H/s > Higher Is Better GTX 1060 ....... 12897400000 |=========== GTX 1660 SUPER . 17997700000 |================ GTX 1660 Ti .... 18354814286 |================ RTX 2060 ....... 25730414286 |======================= RTX 2060 SUPER . 27434614286 |======================== RTX 2070 ....... 29996671429 |========================== RTX 2070 SUPER . 35026971429 |=============================== RTX 2080 ....... 38581728571 |================================== RTX 2080 SUPER . 42565700000 |===================================== RTX 2080 Ti .... 55740728571 |================================================= TITAN RTX ...... 53086314286 |=============================================== RTX 3060 Ti .... 32992000000 |============================= RTX 3080 ....... 54030314286 |=============================================== Hashcat 6.1.1 Benchmark: MD5 H/s Per Watt > Higher Is Better GTX 1060 ....... 184587919.24 |====================== GTX 1660 SUPER . 244831690.71 |============================== GTX 1660 Ti .... 286208945.71 |=================================== RTX 2060 ....... 278488631.45 |================================== RTX 2060 SUPER . 275454497.06 |================================= RTX 2070 ....... 313223916.56 |====================================== RTX 2070 SUPER . 288952169.21 |=================================== RTX 2080 ....... 322401428.48 |======================================= RTX 2080 SUPER . 311117905.89 |====================================== RTX 2080 Ti .... 396354718.56 |================================================ TITAN RTX ...... 341784951.41 |========================================= RTX 3060 Ti .... 311715797.43 |====================================== RTX 3080 ....... 311017484.35 |====================================== Hashcat 6.1.1 Benchmark: SHA1 H/s > Higher Is Better GTX 1060 ....... 4402442857 |============ GTX 1660 SUPER . 6178314286 |================= GTX 1660 Ti .... 6219960000 |================= RTX 2060 ....... 8158285714 |====================== RTX 2060 SUPER . 8747071429 |======================= RTX 2070 ....... 9558914286 |========================== RTX 2070 SUPER . 10984400000 |============================= RTX 2080 ....... 12195000000 |================================= RTX 2080 SUPER . 13467714286 |==================================== RTX 2080 Ti .... 17840385714 |================================================ TITAN RTX ...... 16935833333 |============================================= RTX 3060 Ti .... 11091171429 |============================== RTX 3080 ....... 18345528571 |================================================= Hashcat 6.1.1 Benchmark: SHA1 H/s Per Watt > Higher Is Better GTX 1060 ....... 60925712.57 |======================== GTX 1660 SUPER . 85534112.72 |================================== GTX 1660 Ti .... 94836299.42 |===================================== RTX 2060 ....... 89207530.62 |=================================== RTX 2060 SUPER . 84129215.91 |================================= RTX 2070 ....... 97164967.49 |====================================== RTX 2070 SUPER . 94385776.10 |===================================== RTX 2080 ....... 96128268.62 |====================================== RTX 2080 SUPER . 102514995.64 |======================================== RTX 2080 Ti .... 121618842.58 |================================================ TITAN RTX ...... 104602759.10 |========================================= RTX 3060 Ti .... 103115175.84 |========================================= RTX 3080 ....... 100535705.76 |======================================== Hashcat 6.1.1 Benchmark: SHA-512 H/s > Higher Is Better GTX 1060 ....... 465271429 |========== GTX 1660 SUPER . 784514286 |================= GTX 1660 Ti .... 794742857 |================= RTX 2060 ....... 1035028571 |====================== RTX 2060 SUPER . 1104842857 |======================== RTX 2070 ....... 1212785714 |========================== RTX 2070 SUPER . 1399242857 |============================== RTX 2080 ....... 1535414286 |================================= RTX 2080 SUPER . 1705300000 |===================================== RTX 2080 Ti .... 2223128571 |================================================ TITAN RTX ...... 2118816667 |============================================== RTX 3060 Ti .... 1406928571 |============================== RTX 3080 ....... 2306700000 |================================================== Hashcat 6.1.1 Benchmark: SHA-512 H/s Per Watt > Higher Is Better GTX 1060 ....... 6439856.15 |===================== GTX 1660 SUPER . 10393151.81 |=================================== GTX 1660 Ti .... 11525083.37 |====================================== RTX 2060 ....... 11143378.53 |===================================== RTX 2060 SUPER . 10630748.27 |=================================== RTX 2070 ....... 12061400.80 |======================================== RTX 2070 SUPER . 11496268.33 |====================================== RTX 2080 ....... 12234041.69 |========================================= RTX 2080 SUPER . 12407758.84 |========================================= RTX 2080 Ti .... 14695988.64 |================================================= TITAN RTX ...... 12848448.80 |=========================================== RTX 3060 Ti .... 12797897.19 |=========================================== RTX 3080 ....... 12429064.19 |========================================= Hashcat 6.1.1 Benchmark: 7-Zip H/s > Higher Is Better GTX 1060 ....... 198242 |=========== GTX 1660 SUPER . 333847 |=================== GTX 1660 Ti .... 335700 |=================== RTX 2060 ....... 433342 |========================= RTX 2060 SUPER . 459973 |========================== RTX 2070 ....... 504100 |============================= RTX 2070 SUPER . 577947 |================================= RTX 2080 ....... 639915 |===================================== RTX 2080 SUPER . 704180 |======================================== RTX 2080 Ti .... 882560 |=================================================== TITAN RTX ...... 837420 |================================================ RTX 3060 Ti .... 586918 |================================== RTX 3080 ....... 939290 |====================================================== Hashcat 6.1.1 Benchmark: 7-Zip H/s Per Watt > Higher Is Better GTX 1060 ....... 3824.57 |================== GTX 1660 SUPER . 7098.62 |================================== GTX 1660 Ti .... 8357.97 |======================================= RTX 2060 ....... 8031.64 |====================================== RTX 2060 SUPER . 7181.63 |================================== RTX 2070 ....... 8840.46 |========================================== RTX 2070 SUPER . 8523.90 |======================================== RTX 2080 ....... 8699.01 |========================================= RTX 2080 SUPER . 9972.83 |=============================================== RTX 2080 Ti .... 11015.30 |==================================================== TITAN RTX ...... 8110.58 |====================================== RTX 3060 Ti .... 9708.43 |============================================== RTX 3080 ....... 8221.93 |======================================= Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS H/s > Higher Is Better GTX 1060 ....... 142264 |=========== GTX 1660 SUPER . 237900 |=================== GTX 1660 Ti .... 236988 |================== RTX 2060 ....... 306825 |======================== RTX 2060 SUPER . 324240 |========================= RTX 2070 ....... 359933 |============================ RTX 2070 SUPER . 423593 |================================= RTX 2080 ....... 458971 |==================================== RTX 2080 SUPER . 524033 |========================================= RTX 2080 Ti .... 650229 |=================================================== TITAN RTX ...... 625550 |================================================= RTX 3060 Ti .... 434067 |================================== RTX 3080 ....... 692388 |====================================================== Hashcat 6.1.1 Benchmark: TrueCrypt RIPEMD160 + XTS H/s Per Watt > Higher Is Better GTX 1060 ....... 2915.07 |============================= GTX 1660 SUPER . 3798.77 |===================================== GTX 1660 Ti .... 3963.53 |======================================= RTX 2060 ....... 3869.99 |====================================== RTX 2060 SUPER . 4691.05 |============================================== RTX 2070 ....... 4924.79 |================================================ RTX 2070 SUPER . 4726.82 |============================================== RTX 2080 ....... 4417.86 |=========================================== RTX 2080 SUPER . 3899.84 |====================================== RTX 2080 Ti .... 4940.53 |================================================= TITAN RTX ...... 5053.52 |================================================== RTX 3060 Ti .... 5389.75 |===================================================== RTX 3080 ....... 5092.00 |================================================== IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar M samples/s > Higher Is Better GTX 1060 ....... 10.28 |============= GTX 1660 SUPER . 15.24 |=================== GTX 1660 Ti .... 14.30 |================== RTX 2060 ....... 18.25 |======================= RTX 2060 SUPER . 21.67 |=========================== RTX 2070 ....... 23.43 |============================== RTX 2070 SUPER . 24.49 |=============================== RTX 2080 ....... 24.83 |=============================== RTX 2080 SUPER . 25.48 |================================ RTX 2080 Ti .... 33.19 |========================================== TITAN RTX ...... 31.76 |======================================== RTX 3060 Ti .... 33.52 |========================================== RTX 3080 ....... 43.59 |======================================================= IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Supercar M samples/s Per Watt > Higher Is Better GTX 1060 ....... 0.16 |======================================= GTX 1660 SUPER . 0.16 |======================================= GTX 1660 Ti .... 0.18 |============================================ RTX 2060 ....... 0.17 |========================================= RTX 2060 SUPER . 0.17 |========================================= RTX 2070 ....... 0.18 |============================================ RTX 2070 SUPER . 0.18 |============================================ RTX 2080 ....... 0.18 |============================================ RTX 2080 SUPER . 0.18 |============================================ RTX 2080 Ti .... 0.17 |========================================= TITAN RTX ...... 0.15 |===================================== RTX 3060 Ti .... 0.23 |======================================================== RTX 3080 ....... 0.19 |============================================== IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom M samples/s > Higher Is Better GTX 1060 ....... 3.547 |============ GTX 1660 SUPER . 4.662 |=============== GTX 1660 Ti .... 4.360 |============== RTX 2060 ....... 5.534 |================== RTX 2060 SUPER . 6.865 |====================== RTX 2070 ....... 7.394 |======================== RTX 2070 SUPER . 7.677 |========================= RTX 2080 ....... 7.711 |========================= RTX 2080 SUPER . 7.884 |========================== RTX 2080 Ti .... 10.913 |==================================== TITAN RTX ...... 10.588 |================================== RTX 3060 Ti .... 11.394 |===================================== RTX 3080 ....... 16.595 |====================================================== IndigoBench 4.4 Acceleration: OpenCL GPU - Scene: Bedroom M samples/s Per Watt > Higher Is Better GTX 1060 ....... 0.05 |======================================== GTX 1660 SUPER . 0.05 |======================================== GTX 1660 Ti .... 0.05 |======================================== RTX 2060 ....... 0.05 |======================================== RTX 2060 SUPER . 0.05 |======================================== RTX 2070 ....... 0.06 |================================================ RTX 2070 SUPER . 0.05 |======================================== RTX 2080 ....... 0.05 |======================================== RTX 2080 SUPER . 0.06 |================================================ RTX 2080 Ti .... 0.05 |======================================== TITAN RTX ...... 0.05 |======================================== RTX 3060 Ti .... 0.07 |======================================================== RTX 3080 ....... 0.07 |======================================================== LeelaChessZero 0.26 Backend: OpenCL Nodes Per Second > Higher Is Better GTX 1060 ....... 5925 |=========== GTX 1660 SUPER . 7324 |============== GTX 1660 Ti .... 7051 |============== RTX 2060 ....... 10249 |==================== RTX 2060 SUPER . 11284 |====================== RTX 2070 ....... 12723 |========================= RTX 2070 SUPER . 14332 |============================ RTX 2080 ....... 15758 |=============================== RTX 2080 SUPER . 17915 |=================================== RTX 2080 Ti .... 23269 |============================================= TITAN RTX ...... 21084 |========================================= RTX 3060 Ti .... 22842 |============================================ RTX 3080 ....... 28389 |======================================================= LeelaChessZero 0.26 Backend: OpenCL Nodes Per Second Per Watt > Higher Is Better GTX 1060 ....... 55.11 |========================= GTX 1660 SUPER . 61.33 |=========================== GTX 1660 Ti .... 60.93 |=========================== RTX 2060 ....... 67.87 |============================== RTX 2060 SUPER . 68.81 |=============================== RTX 2070 ....... 76.50 |================================== RTX 2070 SUPER . 77.62 |=================================== RTX 2080 ....... 82.87 |===================================== RTX 2080 SUPER . 91.44 |========================================= RTX 2080 Ti .... 94.30 |========================================== TITAN RTX ...... 82.37 |===================================== RTX 3060 Ti .... 120.64 |====================================================== RTX 3080 ....... 103.85 |============================================== LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark M samples/sec > Higher Is Better GTX 1060 ....... 1.45 |=========== GTX 1660 SUPER . 2.20 |================= GTX 1660 Ti .... 1.96 |=============== RTX 2060 ....... 2.76 |===================== RTX 2060 SUPER . 3.26 |========================= RTX 2070 ....... 3.51 |=========================== RTX 2070 SUPER . 3.57 |============================ RTX 2080 ....... 3.48 |=========================== RTX 2080 SUPER . 3.61 |============================ RTX 2080 Ti .... 4.60 |=================================== TITAN RTX ...... 4.42 |================================== RTX 3060 Ti .... 5.79 |============================================= RTX 3080 ....... 7.26 |======================================================== LuxCoreRender OpenCL 2.3 Scene: LuxCore Benchmark M samples/sec Per Watt > Higher Is Better GTX 1060 ....... 0.02 |============================ GTX 1660 SUPER . 0.02 |============================ GTX 1660 Ti .... 0.03 |========================================== RTX 2060 ....... 0.03 |========================================== RTX 2060 SUPER . 0.03 |========================================== RTX 2070 ....... 0.03 |========================================== RTX 2070 SUPER . 0.03 |========================================== RTX 2080 ....... 0.02 |============================ RTX 2080 SUPER . 0.03 |========================================== RTX 2080 Ti .... 0.02 |============================ TITAN RTX ...... 0.02 |============================ RTX 3060 Ti .... 0.04 |======================================================== RTX 3080 ....... 0.03 |========================================== LuxCoreRender OpenCL 2.3 Scene: DLSC M samples/sec > Higher Is Better GTX 1060 ....... 1.73 |========== GTX 1660 SUPER . 2.60 |================ GTX 1660 Ti .... 2.37 |============== RTX 2060 ....... 3.31 |==================== RTX 2060 SUPER . 3.96 |======================== RTX 2070 ....... 4.19 |========================= RTX 2070 SUPER . 4.29 |========================== RTX 2080 ....... 4.20 |========================= RTX 2080 SUPER . 4.34 |========================== RTX 2080 Ti .... 5.65 |================================== TITAN RTX ...... 5.46 |================================= RTX 3060 Ti .... 7.13 |=========================================== RTX 3080 ....... 9.29 |======================================================== LuxCoreRender OpenCL 2.3 Scene: DLSC M samples/sec Per Watt > Higher Is Better GTX 1060 ....... 0.02 |============================ GTX 1660 SUPER . 0.03 |========================================== GTX 1660 Ti .... 0.03 |========================================== RTX 2060 ....... 0.03 |========================================== RTX 2060 SUPER . 0.03 |========================================== RTX 2070 ....... 0.03 |========================================== RTX 2070 SUPER . 0.03 |========================================== RTX 2080 ....... 0.03 |========================================== RTX 2080 SUPER . 0.03 |========================================== RTX 2080 Ti .... 0.03 |========================================== TITAN RTX ...... 0.03 |========================================== RTX 3060 Ti .... 0.04 |======================================================== RTX 3080 ....... 0.04 |======================================================== LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism M samples/sec > Higher Is Better GTX 1060 ....... 5.3400000 |============= GTX 1660 SUPER . 5.5400000 |============= GTX 1660 Ti .... 4.7641667 |=========== RTX 2060 ....... 7.8300000 |=================== RTX 2060 SUPER . 10.4500000 |========================= RTX 2070 ....... 10.9800000 |========================== RTX 2070 SUPER . 9.8600000 |======================== RTX 2080 ....... 8.9500000 |===================== RTX 2080 SUPER . 9.0300000 |====================== RTX 2080 Ti .... 12.0800000 |============================= TITAN RTX ...... 12.1300000 |============================= RTX 3060 Ti .... 16.8400000 |======================================== RTX 3080 ....... 20.8200000 |================================================== LuxCoreRender OpenCL 2.3 Scene: Rainbow Colors and Prism M samples/sec Per Watt > Higher Is Better GTX 1060 ....... 0.08 |============================== GTX 1660 SUPER . 0.07 |========================== GTX 1660 Ti .... 0.07 |========================== RTX 2060 ....... 0.08 |============================== RTX 2060 SUPER . 0.09 |================================== RTX 2070 ....... 0.10 |===================================== RTX 2070 SUPER . 0.09 |================================== RTX 2080 ....... 0.08 |============================== RTX 2080 SUPER . 0.08 |============================== RTX 2080 Ti .... 0.08 |============================== TITAN RTX ...... 0.07 |========================== RTX 3060 Ti .... 0.15 |======================================================== RTX 3080 ....... 0.11 |========================================= LuxCoreRender OpenCL 2.3 Scene: Food M samples/sec > Higher Is Better GTX 1060 ....... 0.63 |========== GTX 1660 SUPER . 1.05 |================= GTX 1660 Ti .... 0.99 |================ RTX 2060 ....... 1.17 |=================== RTX 2060 SUPER . 1.17 |=================== RTX 2070 ....... 1.27 |==================== RTX 2070 SUPER . 1.78 |============================ RTX 2080 ....... 1.79 |============================ RTX 2080 SUPER . 1.88 |============================== RTX 2080 Ti .... 2.11 |================================= TITAN RTX ...... 1.99 |=============================== RTX 3060 Ti .... 2.80 |============================================ RTX 3080 ....... 3.54 |======================================================== LuxCoreRender OpenCL 2.3 Scene: Food M samples/sec Per Watt > Higher Is Better GTX 1060 ....... 0.01 |============================ GTX 1660 SUPER . 0.01 |============================ GTX 1660 Ti .... 0.01 |============================ RTX 2060 ....... 0.01 |============================ RTX 2060 SUPER . 0.01 |============================ RTX 2070 ....... 0.01 |============================ RTX 2070 SUPER . 0.01 |============================ RTX 2080 ....... 0.01 |============================ RTX 2080 SUPER . 0.01 |============================ RTX 2080 Ti .... 0.01 |============================ TITAN RTX ...... 0.01 |============================ RTX 3060 Ti .... 0.02 |======================================================== RTX 3080 ....... 0.02 |======================================================== MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec > Higher Is Better GTX 1060 ....... 128084240.3 |============== GTX 1660 SUPER . 198638055.8 |====================== GTX 1660 Ti .... 197542242.7 |====================== RTX 2060 ....... 247283060.7 |=========================== RTX 2060 SUPER . 262260550.6 |============================= RTX 2070 ....... 280144899.1 |=============================== RTX 2070 SUPER . 316276201.0 |=================================== RTX 2080 ....... 341286781.7 |===================================== RTX 2080 SUPER . 363715438.9 |======================================== RTX 2080 Ti .... 446864473.4 |================================================= TITAN RTX ...... 443646920.9 |================================================= RTX 3060 Ti .... 278997773.1 |=============================== RTX 3080 ....... 401282795.2 |============================================ MandelGPU 1.3pts1 OpenCL Device: GPU Samples/sec Per Watt > Higher Is Better GTX 1060 ....... 1890713.65 |======================= GTX 1660 SUPER . 2676263.23 |================================ GTX 1660 Ti .... 3061658.83 |===================================== RTX 2060 ....... 2826824.40 |================================== RTX 2060 SUPER . 2790140.78 |================================== RTX 2070 ....... 3316968.86 |======================================== RTX 2070 SUPER . 3284888.70 |======================================== RTX 2080 ....... 3349006.11 |======================================== RTX 2080 SUPER . 3682880.25 |============================================ RTX 2080 Ti .... 4140168.01 |================================================== TITAN RTX ...... 3502262.87 |========================================== RTX 3060 Ti .... 3434300.75 |========================================= RTX 3080 ....... 3127589.37 |====================================== Meta Performance Per Watts Performance Per Watts Performance Per Watts > Higher Is Better GTX 1060 ....... 2331.46 |============ GTX 1660 SUPER . 3523.29 |================== GTX 1660 Ti .... 3346.52 |================= RTX 2060 ....... 4332.55 |====================== RTX 2060 SUPER . 4907.67 |========================= RTX 2070 ....... 5278.84 |=========================== RTX 2070 SUPER . 5749.58 |============================== RTX 2080 ....... 5999.92 |=============================== RTX 2080 SUPER . 6419.10 |================================= RTX 2080 Ti .... 8097.45 |========================================== TITAN RTX ...... 7834.12 |========================================= RTX 3060 Ti .... 6912.71 |==================================== RTX 3080 ....... 10055.70 |==================================================== NCNN 20200916 Target: Vulkan GPU - Model: squeezenet ms < Lower Is Better GTX 1060 ....... 7.70 |======================================================== GTX 1660 SUPER . 5.35 |======================================= GTX 1660 Ti .... 6.05 |============================================ RTX 2060 ....... 4.75 |=================================== RTX 2060 SUPER . 5.41 |======================================= RTX 2070 ....... 4.58 |================================= RTX 2070 SUPER . 4.18 |============================== RTX 2080 ....... 4.29 |=============================== RTX 2080 SUPER . 4.20 |=============================== RTX 2080 Ti .... 3.87 |============================ TITAN RTX ...... 5.05 |===================================== RTX 3060 Ti .... 3.96 |============================= RTX 3080 ....... 4.07 |============================== NCNN 20200916 Target: Vulkan GPU - Model: mobilenet ms < Lower Is Better GTX 1060 ....... 5.76 |======================================================== GTX 1660 SUPER . 4.67 |============================================= GTX 1660 Ti .... 5.30 |==================================================== RTX 2060 ....... 4.43 |=========================================== RTX 2060 SUPER . 4.95 |================================================ RTX 2070 ....... 4.23 |========================================= RTX 2070 SUPER . 4.09 |======================================== RTX 2080 ....... 4.16 |======================================== RTX 2080 SUPER . 4.06 |======================================= RTX 2080 Ti .... 4.02 |======================================= TITAN RTX ...... 4.66 |============================================= RTX 3060 Ti .... 4.27 |========================================== RTX 3080 ....... 4.45 |=========================================== NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better GTX 1060 ....... 2.11 |======================================================== GTX 1660 SUPER . 1.53 |========================================= GTX 1660 Ti .... 1.84 |================================================= RTX 2060 ....... 1.56 |========================================= RTX 2060 SUPER . 1.72 |============================================== RTX 2070 ....... 1.54 |========================================= RTX 2070 SUPER . 1.38 |===================================== RTX 2080 ....... 1.46 |======================================= RTX 2080 SUPER . 1.37 |==================================== RTX 2080 Ti .... 1.51 |======================================== TITAN RTX ...... 1.75 |============================================== RTX 3060 Ti .... 1.74 |============================================== RTX 3080 ....... 1.73 |============================================== NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better GTX 1060 ....... 2.47 |======================================================== GTX 1660 SUPER . 1.82 |========================================= GTX 1660 Ti .... 2.10 |================================================ RTX 2060 ....... 1.81 |========================================= RTX 2060 SUPER . 1.89 |=========================================== RTX 2070 ....... 1.64 |===================================== RTX 2070 SUPER . 1.71 |======================================= RTX 2080 ....... 1.75 |======================================== RTX 2080 SUPER . 1.76 |======================================== RTX 2080 Ti .... 1.64 |===================================== TITAN RTX ...... 2.11 |================================================ RTX 3060 Ti .... 1.76 |======================================== RTX 3080 ....... 1.98 |============================================= NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 ms < Lower Is Better GTX 1060 ....... 1.78 |======================================================== GTX 1660 SUPER . 1.33 |========================================== GTX 1660 Ti .... 1.56 |================================================= RTX 2060 ....... 1.37 |=========================================== RTX 2060 SUPER . 1.63 |=================================================== RTX 2070 ....... 1.26 |======================================== RTX 2070 SUPER . 1.36 |=========================================== RTX 2080 ....... 1.37 |=========================================== RTX 2080 SUPER . 1.32 |========================================== RTX 2080 Ti .... 1.34 |========================================== TITAN RTX ...... 1.62 |=================================================== RTX 3060 Ti .... 1.36 |=========================================== RTX 3080 ....... 1.54 |================================================ NCNN 20200916 Target: Vulkan GPU - Model: mnasnet ms < Lower Is Better GTX 1060 ....... 2.29 |======================================================== GTX 1660 SUPER . 1.66 |========================================= GTX 1660 Ti .... 1.81 |============================================ RTX 2060 ....... 1.63 |======================================== RTX 2060 SUPER . 1.72 |========================================== RTX 2070 ....... 1.56 |====================================== RTX 2070 SUPER . 1.66 |========================================= RTX 2080 ....... 1.50 |===================================== RTX 2080 SUPER . 1.52 |===================================== RTX 2080 Ti .... 1.49 |==================================== TITAN RTX ...... 1.89 |============================================== RTX 3060 Ti .... 1.77 |=========================================== RTX 3080 ....... 1.80 |============================================ NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 ms < Lower Is Better GTX 1060 ....... 3.76 |======================================================== GTX 1660 SUPER . 2.88 |=========================================== GTX 1660 Ti .... 3.63 |====================================================== RTX 2060 ....... 2.92 |=========================================== RTX 2060 SUPER . 3.35 |================================================== RTX 2070 ....... 2.79 |========================================== RTX 2070 SUPER . 2.76 |========================================= RTX 2080 ....... 2.66 |======================================== RTX 2080 SUPER . 2.61 |======================================= RTX 2080 Ti .... 2.73 |========================================= TITAN RTX ...... 3.33 |================================================== RTX 3060 Ti .... 3.03 |============================================= RTX 3080 ....... 3.13 |=============================================== NCNN 20200916 Target: Vulkan GPU - Model: blazeface ms < Lower Is Better GTX 1060 ....... 0.80 |======================================================= GTX 1660 SUPER . 0.64 |============================================ GTX 1660 Ti .... 0.72 |================================================== RTX 2060 ....... 0.67 |============================================== RTX 2060 SUPER . 0.72 |================================================== RTX 2070 ....... 0.58 |======================================== RTX 2070 SUPER . 0.63 |============================================ RTX 2080 ....... 0.61 |========================================== RTX 2080 SUPER . 0.63 |============================================ RTX 2080 Ti .... 0.68 |=============================================== TITAN RTX ...... 0.81 |======================================================== RTX 3060 Ti .... 0.63 |============================================ RTX 3080 ....... 0.64 |============================================ NCNN 20200916 Target: Vulkan GPU - Model: googlenet ms < Lower Is Better GTX 1060 ....... 5.31 |======================================================== GTX 1660 SUPER . 3.93 |========================================= GTX 1660 Ti .... 4.33 |============================================== RTX 2060 ....... 3.57 |====================================== RTX 2060 SUPER . 4.16 |============================================ RTX 2070 ....... 3.43 |==================================== RTX 2070 SUPER . 3.23 |================================== RTX 2080 ....... 3.29 |=================================== RTX 2080 SUPER . 3.12 |================================= RTX 2080 Ti .... 3.10 |================================= TITAN RTX ...... 3.73 |======================================= RTX 3060 Ti .... 3.44 |==================================== RTX 3080 ....... 3.88 |========================================= NCNN 20200916 Target: Vulkan GPU - Model: vgg16 ms < Lower Is Better GTX 1060 ....... 18.54 |======================================================= GTX 1660 SUPER . 13.97 |========================================= GTX 1660 Ti .... 15.09 |============================================= RTX 2060 ....... 10.32 |=============================== RTX 2060 SUPER . 9.85 |============================= RTX 2070 ....... 8.96 |=========================== RTX 2070 SUPER . 8.20 |======================== RTX 2080 ....... 7.69 |======================= RTX 2080 SUPER . 7.44 |====================== RTX 2080 Ti .... 5.68 |================= TITAN RTX ...... 6.28 |=================== RTX 3060 Ti .... 6.02 |================== RTX 3080 ....... 4.71 |============== NCNN 20200916 Target: Vulkan GPU - Model: resnet18 ms < Lower Is Better GTX 1060 ....... 3.26 |======================================================== GTX 1660 SUPER . 2.32 |======================================== GTX 1660 Ti .... 2.38 |========================================= RTX 2060 ....... 1.98 |================================== RTX 2060 SUPER . 1.91 |================================= RTX 2070 ....... 1.74 |============================== RTX 2070 SUPER . 1.66 |============================= RTX 2080 ....... 1.55 |=========================== RTX 2080 SUPER . 1.52 |========================== RTX 2080 Ti .... 1.30 |====================== TITAN RTX ...... 1.73 |============================== RTX 3060 Ti .... 1.70 |============================= RTX 3080 ....... 1.31 |======================= NCNN 20200916 Target: Vulkan GPU - Model: alexnet ms < Lower Is Better GTX 1060 ....... 5.45 |======================================================== GTX 1660 SUPER . 3.04 |=============================== GTX 1660 Ti .... 3.55 |==================================== RTX 2060 ....... 2.56 |========================== RTX 2060 SUPER . 2.80 |============================= RTX 2070 ....... 2.14 |====================== RTX 2070 SUPER . 2.00 |===================== RTX 2080 ....... 2.21 |======================= RTX 2080 SUPER . 1.96 |==================== RTX 2080 Ti .... 1.72 |================== TITAN RTX ...... 1.96 |==================== RTX 3060 Ti .... 1.65 |================= RTX 3080 ....... 1.82 |=================== NCNN 20200916 Target: Vulkan GPU - Model: resnet50 ms < Lower Is Better GTX 1060 ....... 7.62 |======================================================== GTX 1660 SUPER . 5.25 |======================================= GTX 1660 Ti .... 6.03 |============================================ RTX 2060 ....... 4.43 |================================= RTX 2060 SUPER . 4.65 |================================== RTX 2070 ....... 3.93 |============================= RTX 2070 SUPER . 3.84 |============================ RTX 2080 ....... 3.72 |=========================== RTX 2080 SUPER . 3.52 |========================== RTX 2080 Ti .... 3.30 |======================== TITAN RTX ...... 3.88 |============================= RTX 3060 Ti .... 3.72 |=========================== RTX 3080 ....... 3.51 |========================== NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny ms < Lower Is Better GTX 1060 ....... 9.87 |======================================================== GTX 1660 SUPER . 8.58 |================================================= GTX 1660 Ti .... 9.30 |===================================================== RTX 2060 ....... 7.84 |============================================ RTX 2060 SUPER . 8.54 |================================================ RTX 2070 ....... 7.27 |========================================= RTX 2070 SUPER . 7.19 |========================================= RTX 2080 ....... 7.02 |======================================== RTX 2080 SUPER . 7.07 |======================================== RTX 2080 Ti .... 6.53 |===================================== TITAN RTX ...... 7.47 |========================================== RTX 3060 Ti .... 6.56 |===================================== RTX 3080 ....... 6.50 |===================================== OctaneBench 2020.1 Total Score Score > Higher Is Better GTX 1060 ....... 80.91 |======== GTX 1660 SUPER . 131.86 |============= GTX 1660 Ti .... 124.74 |============= RTX 2060 ....... 192.60 |=================== RTX 2060 SUPER . 225.41 |======================= RTX 2070 ....... 242.73 |======================== RTX 2070 SUPER . 258.47 |========================== RTX 2080 ....... 259.16 |========================== RTX 2080 SUPER . 265.15 |=========================== RTX 2080 Ti .... 349.41 |=================================== TITAN RTX ...... 350.66 |=================================== RTX 3060 Ti .... 378.71 |====================================== RTX 3080 ....... 537.24 |====================================================== OctaneBench 2020.1 Total Score Score Per Watt > Higher Is Better GTX 1060 ....... 1.06 |========================== GTX 1660 SUPER . 1.21 |============================== GTX 1660 Ti .... 1.28 |=============================== RTX 2060 ....... 1.63 |======================================== RTX 2060 SUPER . 1.57 |======================================= RTX 2070 ....... 1.72 |========================================== RTX 2070 SUPER . 1.68 |========================================= RTX 2080 ....... 1.59 |======================================= RTX 2080 SUPER . 1.73 |========================================== RTX 2080 Ti .... 1.55 |====================================== TITAN RTX ...... 1.50 |===================================== RTX 3060 Ti .... 2.28 |======================================================== RTX 3080 ....... 1.87 |============================================== PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS > Higher Is Better GTX 1060 ....... 982.70 |============== GTX 1660 SUPER . 1371.10 |==================== GTX 1660 Ti .... 1351.92 |=================== RTX 2060 ....... 1696.45 |======================== RTX 2060 SUPER . 1952.07 |============================ RTX 2070 ....... 2008.99 |============================= RTX 2070 SUPER . 2297.00 |================================= RTX 2080 ....... 2340.01 |================================= RTX 2080 SUPER . 2480.88 |=================================== RTX 2080 Ti .... 3227.21 |============================================== TITAN RTX ...... 3284.45 |=============================================== RTX 3060 Ti .... 2439.19 |=================================== RTX 3080 ....... 3725.40 |===================================================== PlaidML FP16: Yes - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS Per Watt > Higher Is Better GTX 1060 ....... 19.85 |====================== GTX 1660 SUPER . 28.53 |================================ GTX 1660 Ti .... 33.03 |===================================== RTX 2060 ....... 33.14 |===================================== RTX 2060 SUPER . 34.95 |======================================= RTX 2070 ....... 41.22 |============================================== RTX 2070 SUPER . 36.78 |========================================= RTX 2080 ....... 36.24 |======================================== RTX 2080 SUPER . 43.27 |================================================ RTX 2080 Ti .... 49.67 |======================================================= TITAN RTX ...... 41.53 |============================================== RTX 3060 Ti .... 45.66 |=================================================== RTX 3080 ....... 43.22 |================================================ PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS > Higher Is Better GTX 1060 ....... 778.99 |============== GTX 1660 SUPER . 1075.07 |=================== GTX 1660 Ti .... 985.97 |================= RTX 2060 ....... 1282.52 |======================= RTX 2060 SUPER . 1509.02 |=========================== RTX 2070 ....... 1580.07 |============================ RTX 2070 SUPER . 1707.65 |============================== RTX 2080 ....... 1714.00 |============================== RTX 2080 SUPER . 1831.76 |================================ RTX 2080 Ti .... 2405.89 |=========================================== TITAN RTX ...... 2394.82 |========================================== RTX 3060 Ti .... 1875.83 |================================= RTX 3080 ....... 2995.56 |===================================================== PlaidML FP16: No - Mode: Inference - Network: Mobilenet - Device: OpenCL FPS Per Watt > Higher Is Better GTX 1060 ....... 14.09 |========================= GTX 1660 SUPER . 19.70 |================================== GTX 1660 Ti .... 20.91 |==================================== RTX 2060 ....... 21.49 |===================================== RTX 2060 SUPER . 23.51 |========================================= RTX 2070 ....... 25.24 |============================================ RTX 2070 SUPER . 25.09 |============================================ RTX 2080 ....... 24.69 |=========================================== RTX 2080 SUPER . 28.11 |================================================= RTX 2080 Ti .... 29.90 |==================================================== TITAN RTX ...... 26.40 |============================================== RTX 3060 Ti .... 31.55 |======================================================= RTX 3080 ....... 29.90 |==================================================== PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL FPS > Higher Is Better GTX 1060 ....... 78.97 |================== GTX 1660 SUPER . 99.49 |====================== GTX 1660 Ti .... 93.61 |===================== RTX 2060 ....... 124.27 |============================ RTX 2060 SUPER . 137.81 |=============================== RTX 2070 ....... 148.07 |================================= RTX 2070 SUPER . 148.55 |================================= RTX 2080 ....... 150.94 |================================= RTX 2080 SUPER . 159.34 |=================================== RTX 2080 Ti .... 211.01 |=============================================== TITAN RTX ...... 208.22 |============================================== RTX 3060 Ti .... 177.04 |======================================= RTX 3080 ....... 243.50 |====================================================== PlaidML FP16: No - Mode: Inference - Network: DenseNet 201 - Device: OpenCL FPS Per Watt > Higher Is Better GTX 1060 ....... 1.49 |=============================== GTX 1660 SUPER . 1.74 |===================================== GTX 1660 Ti .... 1.32 |============================ RTX 2060 ....... 1.49 |=============================== RTX 2060 SUPER . 1.37 |============================= RTX 2070 ....... 1.55 |================================= RTX 2070 SUPER . 1.46 |=============================== RTX 2080 ....... 1.64 |=================================== RTX 2080 SUPER . 2.09 |============================================ RTX 2080 Ti .... 1.65 |=================================== TITAN RTX ...... 1.53 |================================ RTX 3060 Ti .... 2.66 |======================================================== RTX 3080 ....... 1.94 |========================================= PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL FPS > Higher Is Better GTX 1060 ....... 226.15 |============= GTX 1660 SUPER . 296.82 |================ GTX 1660 Ti .... 299.07 |================= RTX 2060 ....... 389.45 |====================== RTX 2060 SUPER . 416.15 |======================= RTX 2070 ....... 447.06 |========================= RTX 2070 SUPER . 498.24 |============================ RTX 2080 ....... 544.72 |============================== RTX 2080 SUPER . 587.72 |================================= RTX 2080 Ti .... 747.50 |========================================= TITAN RTX ...... 718.51 |======================================== RTX 3060 Ti .... 686.66 |====================================== RTX 3080 ....... 975.56 |====================================================== PlaidML FP16: No - Mode: Inference - Network: IMDB LSTM - Device: OpenCL FPS Per Watt > Higher Is Better GTX 1060 ....... 3.48 |===================== GTX 1660 SUPER . 4.78 |============================= GTX 1660 Ti .... 5.14 |=============================== RTX 2060 ....... 5.10 |=============================== RTX 2060 SUPER . 4.99 |============================== RTX 2070 ....... 6.12 |===================================== RTX 2070 SUPER . 6.03 |==================================== RTX 2080 ....... 6.18 |===================================== RTX 2080 SUPER . 7.04 |========================================== RTX 2080 Ti .... 7.71 |============================================== TITAN RTX ...... 6.56 |======================================= RTX 3060 Ti .... 9.36 |======================================================== RTX 3080 ....... 8.30 |================================================== RealSR-NCNN 20200818 Scale: 4x - TAA: Yes Seconds < Lower Is Better GTX 1060 ....... 144.63 |====================================================== GTX 1660 SUPER . 120.91 |============================================= GTX 1660 Ti .... 123.85 |============================================== RTX 2060 ....... 86.60 |================================ RTX 2060 SUPER . 80.59 |============================== RTX 2070 ....... 74.81 |============================ RTX 2070 SUPER . 63.75 |======================== RTX 2080 ....... 60.10 |====================== RTX 2080 SUPER . 54.78 |==================== RTX 2080 Ti .... 44.73 |================= TITAN RTX ...... 45.55 |================= RTX 3060 Ti .... 52.47 |==================== RTX 3080 ....... 35.72 |============= RealSR-NCNN 20200818 Scale: 4x - TAA: No Seconds < Lower Is Better GTX 1060 ....... 20.128 |====================================================== GTX 1660 SUPER . 17.214 |============================================== GTX 1660 Ti .... 17.733 |================================================ RTX 2060 ....... 12.936 |=================================== RTX 2060 SUPER . 12.377 |================================= RTX 2070 ....... 11.537 |=============================== RTX 2070 SUPER . 10.206 |=========================== RTX 2080 ....... 9.611 |========================== RTX 2080 SUPER . 9.031 |======================== RTX 2080 Ti .... 7.743 |===================== TITAN RTX ...... 8.009 |===================== RTX 3060 Ti .... 8.633 |======================= RTX 3080 ....... 6.576 |================== RedShift Demo 3.0 Seconds < Lower Is Better GTX 1060 ....... 1064 |======================================================== GTX 1660 SUPER . 764 |======================================== GTX 1660 Ti .... 833 |============================================ RTX 2060 ....... 479 |========================= RTX 2060 SUPER . 402 |===================== RTX 2070 ....... 373 |==================== RTX 2070 SUPER . 352 |=================== RTX 2080 ....... 342 |================== RTX 2080 SUPER . 325 |================= RTX 2080 Ti .... 247 |============= TITAN RTX ...... 256 |============= RTX 3060 Ti .... 240 |============= RTX 3080 ....... 172 |========= Rodinia 3.1 Test: OpenCL Particle Filter Seconds < Lower Is Better GTX 1060 ....... 12.105 |====================================================== GTX 1660 SUPER . 11.617 |==================================================== GTX 1660 Ti .... 11.746 |==================================================== RTX 2060 ....... 9.004 |======================================== RTX 2060 SUPER . 8.656 |======================================= RTX 2070 ....... 7.804 |=================================== RTX 2070 SUPER . 6.980 |=============================== RTX 2080 ....... 6.355 |============================ RTX 2080 SUPER . 5.904 |========================== RTX 2080 Ti .... 4.491 |==================== TITAN RTX ...... 4.805 |===================== RTX 3060 Ti .... 6.988 |=============================== RTX 3080 ....... 4.855 |====================== ViennaCL 1.4.2 OpenCL LU Factorization GFLOPS > Higher Is Better GTX 1060 ....... 61.73 |=========================================== GTX 1660 SUPER . 68.71 |================================================ GTX 1660 Ti .... 68.61 |================================================ RTX 2060 ....... 72.83 |=================================================== RTX 2060 SUPER . 72.33 |=================================================== RTX 2070 ....... 75.09 |===================================================== RTX 2070 SUPER . 75.74 |===================================================== RTX 2080 ....... 76.13 |===================================================== RTX 2080 SUPER . 77.11 |====================================================== RTX 2080 Ti .... 78.61 |======================================================= TITAN RTX ...... 76.27 |===================================================== RTX 3060 Ti .... 75.83 |===================================================== RTX 3080 ....... 77.95 |======================================================= ViennaCL 1.4.2 OpenCL LU Factorization GFLOPS Per Watt > Higher Is Better GTX 1060 ....... 1.58 |====================================== GTX 1660 SUPER . 2.14 |=================================================== GTX 1660 Ti .... 2.34 |======================================================== RTX 2060 ....... 2.03 |================================================= RTX 2060 SUPER . 1.78 |=========================================== RTX 2070 ....... 2.31 |======================================================= RTX 2070 SUPER . 1.77 |========================================== RTX 2080 ....... 1.71 |========================================= RTX 2080 SUPER . 1.74 |========================================== RTX 2080 Ti .... 1.85 |============================================ TITAN RTX ...... 1.13 |=========================== RTX 3060 Ti .... 1.94 |============================================== RTX 3080 ....... 1.20 |============================= VkFFT 2020-09-29 Benchmark Score > Higher Is Better GTX 1060 ....... 12788 |============== GTX 1660 SUPER . 18450 |==================== GTX 1660 Ti .... 17097 |=================== RTX 2060 ....... 20883 |======================= RTX 2060 SUPER . 24975 |============================ RTX 2070 ....... 26600 |============================= RTX 2070 SUPER . 27682 |=============================== RTX 2080 ....... 28564 |================================ RTX 2080 SUPER . 30720 |================================== RTX 2080 Ti .... 37384 |========================================= TITAN RTX ...... 36933 |========================================= RTX 3060 Ti .... 32065 |==================================== RTX 3080 ....... 49631 |======================================================= VkFFT 2020-09-29 Benchmark Score Per Watt > Higher Is Better GTX 1060 ....... 188.54 |=============================== GTX 1660 SUPER . 227.18 |===================================== GTX 1660 Ti .... 241.67 |======================================== RTX 2060 ....... 235.12 |======================================= RTX 2060 SUPER . 250.53 |========================================= RTX 2070 ....... 286.99 |=============================================== RTX 2070 SUPER . 264.03 |=========================================== RTX 2080 ....... 253.77 |========================================== RTX 2080 SUPER . 281.33 |============================================== RTX 2080 Ti .... 287.99 |=============================================== TITAN RTX ...... 261.32 |=========================================== RTX 3060 Ti .... 328.58 |====================================================== RTX 3080 ....... 329.04 |====================================================== Waifu2x-NCNN Vulkan 20200818 Scale: 2x - Denoise: 3 - TAA: Yes Seconds < Lower Is Better GTX 1060 ....... 9.251 |======================================================= GTX 1660 SUPER . 7.060 |========================================== GTX 1660 Ti .... 7.243 |=========================================== RTX 2060 ....... 5.792 |================================== RTX 2060 SUPER . 5.553 |================================= RTX 2070 ....... 5.211 |=============================== RTX 2070 SUPER . 4.769 |============================ RTX 2080 ....... 4.582 |=========================== RTX 2080 SUPER . 4.368 |========================== RTX 2080 Ti .... 3.835 |======================= TITAN RTX ...... 4.124 |========================= RTX 3060 Ti .... 4.236 |========================= RTX 3080 ....... 3.519 |=====================