# LLM inference: GitHub trend and outlook to 2032

On TutorHero's Everything Index (September 2026), LLM inference is accelerating on GitHub: 0.49 of every 10,000 new public repos carried it over the last three months, about 468 new repos a month, 4.0x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+55%). By the end of 2032, past GitHub lines in the same state ended between 0.01x and 2.5x of where they started, median 0.54x: a base rate, not a prediction of this line. In the 4 weeks to 2026-10-18, 658 new repos carried it, -9% against the typical tag. On Hacker News, about 19 stories a month carry it in the title (+98% share of HN in a year). Compared with the typical trend it is talked about more than built. It sits in the Local LLMs and inference megatrend. New stars on its tracked repos: 6.9k a month (-11% share in a year). Not investment advice.

Source page: https://tutorhero.me/everything/llm-inference/
- Everything Index: https://tutorhero.me/everything/
- People: https://tutorhero.me/people/
- Pulse: https://tutorhero.me/people/pulse/