Why You’re Overpaying for Claude Code: Slashing Costs by 90% with Local Gemma

A 30-day tracking experiment proves that a significant portion of developer workflows consists of 'mechanical' tasks that don't require expensive frontier models. By routing routine work to a local Gemma model via Ollama, developers can achieve massive savings while reserving Sonnet for high-complexity architectural needs.