Why AI Coding Costs Explode 32x & Who Truly Makes Money from AI
A study of 646 Trillion words: free open models handle 66% of queries, but closed giants take 60% of revenues
We analyzed 646 Trillion words generated across over 1,000 AI models worldwide to answer a simple question: Where does the money in AI actually go? We discovered two big surprises: First, free open-source models handle nearly two-thirds of worldwide usage, but closed corporate giants pocket 60% of all revenues. Second, when developers use AI coding assistants on real projects (50+ questions), costs don't increase steadily—they explode by 32 times because the software re-reads the entire chat history on every single turn.
If you use AI coding tools or run a business with AI, you are overpaying by up to 32x unless you prune chat history. For everyone else, this proves open-source AI is doing the heavy lifting on the internet even while closed tech giants collect the cash.
646.2T
Total Tokens
1,091
Active Model Endpoints
218
Agent Coding Harnesses
365 Days
Telemetry Span

