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NVIDIA RTX 3080 vs NVIDIA RTX 4080 SUPER for local LLMs

Across 4 tests measured on both, the NVIDIA RTX 3080 is faster in 2 and generates a median 1.09× the tokens/s of the NVIDIA RTX 4080 SUPER.

On Llama 2 7B (Q4_0, llama-bench) the NVIDIA RTX 3080 generates 146 tokens/s and the NVIDIA RTX 4080 SUPER 150 tokens/s (measured).

Same model, same quant, same test

ModelQuant / testRTX 3080
tok/s
RTX 4080 SUPER
tok/s
FasterSources and run details
Llama 2 7BQ4_0
llama-bench
146
Vulkan
150
Vulkan
RTX 4080 SUPER +3%llama.cpp #10879 RTX 3080 · llama.cpp #10879 RTX 4080 SUPER
Llama 3.1 8B InstructQ4_K_M
LocalScore
81.1
llamafile
66.6
llamafile
RTX 3080 +22%LocalScore RTX 3080 · LocalScore RTX 4080 SUPER
Llama 3.2 1B InstructQ4_K_M
LocalScore
242
llamafile
194
llamafile
RTX 3080 +25%LocalScore RTX 3080 · LocalScore RTX 4080 SUPER
Qwen2.5 14B InstructQ4_K_M
LocalScore
42.0
llamafile
44.9
llamafile
RTX 4080 SUPER +7%LocalScore RTX 3080 · LocalScore RTX 4080 SUPER

Generation speed in tokens/s, best measured backend for each chip (shown under the number). Backends can differ between the two chips; check them before drawing conclusions. Measured results only, nothing estimated.

Specs

NVIDIA RTX 3080NVIDIA RTX 4080 SUPER
Memory10 GB16 GB
Memory bandwidth760 GB/s736 GB/s

All results for the NVIDIA RTX 3080 · All results for the NVIDIA RTX 4080 SUPER · More comparisons