Does RAG Actually Help AI Coding Tools?

I benchmarked Claude Code and GitHub Copilot on the same model with and without RAG-powered semantic search across 60 queries. Both tools search equally well — but RAG cuts token consumption by 23% and helps on the hardest queries.