How fast does a local LLM run on your GPU or Mac?

1,127 measured speed results across 281 GPUs, Macs and APUs, each linked to its public source. No guesses in this table.

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Llama 2 7B Q4_0 is the standard llama.cpp test model, so it has the most comparable results. Generation speed (tg128) is what you feel when chatting.

HardwareGenerate
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QuantBackendTestSource
NVIDIA RTX 509030014,970Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX PRO 6000 Blackwell28116,619Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA H100 SXM28111,263Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Instinct MI300X23311,476Q4_0ROCm FA offtg128llama.cpp #15021 details
NVIDIA A100 80GB PCIe2015,286Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX 50801928,055Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 4090 D19212,507Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Radeon RX 7900 XTX1913,890Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 409019010,830Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 5070 Ti1828,420Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX 6000 Ada17910,577Q4_0CUDA FA ontg128llama.cpp #15013 details
Apple M5 Ultra (80-core GPU)1794,945Q4_0Metal FA offtg128llama.cpp #4167 details
NVIDIA RTX 3090 Ti1726,924Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX 30901725,201Q4_0Vulkan FA ontg128llama.cpp #10879 details
Nvidia A1001717,064Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX PRO 4500 Blackwell1697,252Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX 5090 Laptop1587,642Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA L4015410,098Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Radeon AI PRO R97001535,908Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 4080 SUPER1508,007Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 30801464,914Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX A60001455,662Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX 40801439,206Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA Tesla V100 32GB1421,411Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX A50001404,071Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon RX 9070 XT1375,036Q4_0Vulkan FA offtg128llama.cpp #10879 details
NVIDIA RTX PRO 4000 Blackwell1365,674Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX 4070 Ti SUPER1366,801Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA A301323,069Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Instinct MI2101302,572Q4_0ROCm FA ontg128llama.cpp #15021 details
NVIDIA RTX 50701285,783Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Radeon Pro W79001273,473Q4_0ROCm FA ontg128llama.cpp #15021 details
NVIDIA A401265,256Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Radeon RX 7800 XT1252,197Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon RX 7900 XT1232,942Q4_0Vulkan FA offtg128llama.cpp #10879 details
Apple M5 Max (40-core GPU)1203,220Q4_0Metal FA offtg128llama.cpp #4167 details
AMD Radeon RX 90701203,164Q4_0Vulkan FA offtg128llama.cpp #10879 details
AMD Instinct MI501181,127Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon RX 7900 GRE1162,336Q4_0Vulkan FA offtg128llama.cpp #10879 details
Apple M3 Ultra1161,117Q4_0Vulkan FA offtg128llama.cpp #10879 details
Intel Arc Pro B701143,151Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 4070 Ti1145,515Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA TITAN V1122,481Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX 4070 SUPER1125,199Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon VII1111,007Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Instinct MI1001102,733Q4_0ROCm FA offtg128llama.cpp #15021 details
NVIDIA RTX 2080 Ti1093,108Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Radeon Pro VII108784Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon RX 6900 XT1081,901Q4_0Vulkan FA offtg128llama.cpp #10879 details
AMD Radeon RX 68001061,598Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA Quadro RTX 60001043,054Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA Quadro RTX 80001043,052Q4_0CUDA FA ontg128llama.cpp #15013 details
NVIDIA RTX A45001033,453Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Radeon RX 6800 XT1001,705Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon Pro W6800X Duo100795Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 5060 Ti97.03,913Q4_0Vulkan FA ontg128llama.cpp #10879 details
Apple M2 Ultra (76-core GPU)94.31,238Q4_0Metal FA offtg128llama.cpp #4167 details
NVIDIA RTX 407092.33,179Q4_0Vulkan FA offtg128llama.cpp #10879 details
Apple M3 Ultra (80-core GPU)92.11,471Q4_0Metal FA offtg128llama.cpp #4167 details
AMD Instinct MI6091.51,289Q4_0ROCm FA offtg128llama.cpp #15021 details
NVIDIA RTX 3060 Ti90.32,645Q4_0Vulkan FA ontg128llama.cpp #10879 details
Apple M2 Ultra (60-core GPU)88.61,014Q4_0Metal FA offtg128llama.cpp #4167 details
Apple M3 Ultra (60-core GPU)88.41,073Q4_0Metal FA offtg128llama.cpp #4167 details
NVIDIA RTX 2070 SUPER88.12,088Q4_0CUDA FA offtg128llama.cpp #15013 details
AMD Radeon Pro W6800X86.5511Q4_0Vulkan FA offtg128llama.cpp #10879 details
NVIDIA RTX A400085.22,808Q4_0CUDA FA ontg128llama.cpp #15013 details
AMD Radeon RX 6700 XT83.91,051Q4_0Vulkan FA offtg128llama.cpp #10879 details
Apple M1 Ultra (64-core GPU)83.71,030Q4_0Metal FA offtg128llama.cpp #4167 details
Apple M4 Max (40-core GPU)83.1886Q4_0Metal FA offtg128llama.cpp #4167 details
AMD Radeon RX 6750 XT82.3997Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon Pro V62081.81,595Q4_0Vulkan FA offtg128llama.cpp #10879 details
NVIDIA RTX 306080.62,013Q4_0Vulkan FA ontg128llama.cpp #10879 details
NVIDIA RTX 307078.72,113Q4_0Vulkan FA offtg128llama.cpp #10879 details
NVIDIA TITAN Xp76.11,155Q4_0CUDA FA offtg128llama.cpp #15013 details
Nvidia Tesla T1076.01,840Q4_0Vulkan FA ontg128llama.cpp #10879 details
Apple M4 Max75.0725Q4_0Vulkan FA offtg128llama.cpp #10879 details
Apple M1 Ultra (48-core GPU)74.9772Q4_0Metal FA offtg128llama.cpp #4167 details
AMD Radeon RX 5700 XT74.4538Q4_0Vulkan FA ontg128llama.cpp #10879 details
AMD Radeon RX 9060 XT74.03,228Q4_0Vulkan FA ontg128llama.cpp #10879 details
Intel Arc B58072.0419Q4_0Vulkan FA ontg128llama.cpp #10879 details

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