# LLM evaluation: GitHub trend and outlook to 2032

On TutorHero's Everything Index (September 2026), LLM evaluation is emerging on GitHub: 1.36 of every 10,000 new public repos carried it over the last three months, about 1.3k new repos a month, 20x its share a year earlier. TutorHero's 12-month forecast (damped growth, beat a flat guess on past GitHub lines) says rising (+113%). 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, 1.7k new repos carried it, -9% against the typical tag. On Hacker News, about 12 stories a month carry it in the title (+53% share of HN in a year). Compared with the typical trend it is built more than talked about. It sits in the Evals and observability megatrend. New stars on its tracked repos: 5.5k a month (-5% share in a year). Not investment advice.

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