llamaperf

NVIDIA RTX A3000 Laptop 12GB reports

1 report. These are individual setups, not a controlled benchmark. NVIDIA RTX A3000 Laptop 12GB speeds and models →

NVIDIA hardware
generation:
20.0 tokens/s
prompt processing (prefill):
450.0 tokens/s
quant:
IQ3_S (GGUF)

Reported by the source; GPU count, offloading and concurrent requests can change these figures. Prompt-processing speed is input throughput, not time to first token. Check the full setup before comparing.

User reports Qwen3.8 27B at 20 t/s generation and 440-460 t/s prompt processing at 163k context. Setup runs on an RTX A3000M 12GB plus an RTX A2000M 8GB with P2P inside a NAS, using the GSQ-RCO IQ3_S quant. Prompt processing is given as a range of 460-440 t/s.

Sep 18, 2026