What’s the Smallest Model for Webpage Auditing Without Fabricating Findings?
An experiment with four models shows Qwen3.5-9B excels in SEO auditing accuracy.
I developed REAME, a CPU-first LLM inference server, and conducted an experiment where four models were tasked with auditing the same webpage for SEO. The test revealed varying degrees of reliability among the models, with Qwen3.5-9B performing the best by accurately identifying issues without inventing defects. However, it also exhibited some technical glitches. This experiment highlights the importance of model size in achieving accurate results for specific tasks.