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NVIDIA RTX 3090 Ti vs NVIDIA RTX 4090 D for local LLMs

Across 3 tests measured on both, the NVIDIA RTX 4090 D is faster in 3 and generates a median 1.10× the tokens/s of the NVIDIA RTX 3090 Ti.

On Llama 2 7B (Q4_0, llama-bench) the NVIDIA RTX 3090 Ti generates 172 tokens/s and the NVIDIA RTX 4090 D 192 tokens/s (measured).

Same model, same quant, same test

ModelQuant / testRTX 3090 Ti
tok/s
RTX 4090 D
tok/s
FasterSources and run details
Llama 2 7BQ4_0
llama-bench
172
CUDA
192
CUDA
RTX 4090 D +11%llama.cpp #15013 RTX 3090 Ti · llama.cpp #15013 RTX 4090 D
Llama 3.2 1B InstructQ4_K_M
LocalScore
354
llamafile
359
llamafile
evenLocalScore RTX 3090 Ti · LocalScore RTX 4090 D
Qwen2.5 14B InstructQ4_K_M
LocalScore
64.2
llamafile
70.5
llamafile
RTX 4090 D +10%LocalScore RTX 3090 Ti · LocalScore RTX 4090 D

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 3090 TiNVIDIA RTX 4090 D
Memory24 GB24 GB
Memory bandwidth1008 GB/s1008 GB/s

All results for the NVIDIA RTX 3090 Ti · All results for the NVIDIA RTX 4090 D · More comparisons