llamaperf

GLM-5.3 320B (18B active) Flash

on Unknown GPU

Tone: mixed
Oct 14, 2026
Throughput
30.0 t/s gen · 1200.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.

Use cases

coding

Summary

User reports GLM 5.3 Flash at 30 t/s decode and 1200 t/s prefill, compared with Qwen Flash Next at 125 t/s decode and 3000 t/s prefill. No hardware or engine details are given. User says GLM 5.3 Flash is slower but better at thinking, and that it produced the same front-end issues and bugs as Qwen Flash Next and a 27B model on a coding task.