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Single RTX 4090 (llama.cpp CUDA scoreboard)

GPU(s)RTX 4090 24GB
Amazon · eBay (used) · Newegg
VRAM / unified memory (GB)24
CPU
Motherboard
RAM
PSU
Otherllama-bench, flash attention on
Reported total cost
Power

Measured speed (generation tokens/sec)

ModelQuantEnginetok/s
Llama 2 7BQ4_0llama.cpp CUDA (FA)188.96
Current GPU street price (estimate, not the builder's cost)Estimated GPU cost for this build today: ≈€3,955
New retail prices in Germany incl. VAT; used cards are often much cheaper. Prices change daily.

Source: https://github.com/ggml-org/llama.cpp/discussions/15013

Blank fields = not stated in the source. We never estimate build data; GPU street prices above are separately sourced and dated.

Rent before you buy: try this model on a cloud GPU for a few dollars first: RunPod