The Real State of Open Source AI in 2026: Data Over Hype Market Share That Actually Moved Open source models captured 37% of production inference workloads by Q2 2026, up from 12% in late 2024. That shift came directly from measurable cost differences. Enterprises running Llama-3-70B derivatives on their own hardware reported average inference costs 58% lower than equivalent GPT-4 calls at...