Local models now handle 90% of what I used Claude Pro for, but the other 10% is worth paying for
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A personal account comparing local LLMs (specifically Qwen 3.5 9B) against Claude Pro for everyday AI tasks. Local models now cover roughly 90% of daily use cases — summarizing, document chat, research — with added benefits like no usage caps, privacy, and fine-grained parameter control. The remaining 10% where Claude Pro still wins includes hard reasoning with Opus 4.7, design work via Claude Design and creative tool integrations (Figma, Adobe), and complex multi-constraint instruction following. The author's conclusion is to keep both tools running rather than picking one.
Table of contents
Getting a local LLM to stop being so…localMost of the daily use cases are already handled with localWhere Claude still earns the $20334 Impressions