Best Alternatives to LLMs consume 5.4x less mobile energy than ad-supported web search
20 alternatives ranked by real usage data. LLMs consume 5.4x less mobile energy than ad-supported web search scores 24/100 — 20 tools score higher.
The standard AI energy debate compares server-side LLM inference to a server-side Google query. I think this misses most of what actually happens on a mobile device during a real search session.I built a parametric model of the full end-to-end mobile search session: 4G/5G radio energy, SoC rend