llamaperf

Qwen3-Coder 30B (3B active)

on NVIDIA RTX 5080 · Ollama · 16,384 ctx

NVIDIA hardware
Oct 12, 2026
Throughput
51.7 t/s gen · 1928.1 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4_K_M (GGUF)
VRAM reported
16 GB

Summary

User reports Qwen3-Coder 30B-A3B at 51.7 t/s generation and 1928.1 t/s prompt processing on an NVIDIA RTX 5080. Setup is Ollama with Q4_K_M at a configured 16384-token context, with partial CPU/RAM offload since the model exceeds VRAM. The recorded prompt was 1347 tokens, not a full 16384-token prefill, and the figures are medians of 3 fresh-prefill runs; 74% GPU residency was measured separately at 8K context, not this cell.