qwen2.5-coder

on RTX 4090

161

tok/sdecode

RTX 4090 (48GB) + AMD EPYC 7763 64-Core Processor (128c) + 1008GB

rank in tier

1/3RTX 4090 runs

best workload

concurrent-decode

where the rig flew

slowest workload

chat-long155 tok/s

where the rig struggled

backend

ollamaollama is llama.cpp under the hood; pure llama.cpp tends to nudge a few % faster.

faster than

gemma-2-9b-it on RTX 5090153 tok/s
gpt-oss-20b-MXFP4-Q4 on M3 Ultra153 tok/s
phi-4 on RTX 5090141 tok/s

This is a shareable view of one signed llm-speed suite-suite-v1 run. Numbers are not edited. The raw record has every workload, the public key, and the fingerprint hash.