llamaperf
Oct 21, 2026
Throughput
138.0 t/s gen
Quant
Q4_K_M (GGUF)
VRAM reported
96 GB

Summary

User reports GLM-4.5-Air at about 138 tok/s on an RTX PRO 6000 96GB. Setup is llama.cpp with Q4_K_M, measured at empty context. The figure comes from a site of 941 measured rows, including 540 llama-bench rows the user ran on rented GPUs from an RTX 3060 12GB through an RTX 5090 and an RTX PRO 6000 96GB.