wrapped·Oct 14, 2026
/r/r_nrpc8-onxu2your run
qwen2.5-coder
on RTX 4090
131.6
tok/sdecode
RTX 4090 (24GB) + AMD EPYC 7642 48-Core Processor (48c) + 252GB
rank in tier
12/31RTX 4090 runstop 39%
best workload
chat-short
where the rig flew
slowest workload
—
single-workload run
backend
ollamaollama is llama.cpp under the hood; pure llama.cpp tends to nudge a few % faster.
faster than
- Llama-3.1-8B-Instruct-4bit on M3 Ultra130.2 tok/s
- Qwen3-8B-4bit on M3 Ultra120.5 tok/s
- DeepSeek-R1-0528-Qwen3-8B-MLX-4bit on M3 Ultra116.8 tok/s