AI & Enterprise
Heavy AI token use does not translate into proportionate output, Jellyfish analysis finds
As companies tighten controls on AI spending, heavy use of AI coding tools does not necessarily translate into higher productivity, an analysis showed. Engineering intelligence firm Jellyfish analysed user data for Anthropic\'s Claude Code and found the top 10 percent of developers used about 10 times more AI tokens than mid-level users, but output rose only about twofold. Jellyfish said AI tool adoption can lift productivity, but firms are shifting toward measuring cost efficiency.
