Ask HN: How much are you spending on AI coding at work?
Jensen Huang recently said that he thinks an engineer who makes $500k should spend at least $250k a year on “tokens” which is an astounding figure. I personally don’t know how I could spend that much if I tried. Obviously he has a huge financial incentive to convince people that $250k per engineer is reasonable, but it got me thinking that it’s time for a survey.
How much are you and your coworkers spending on AI coding tools at work? I’m talking about Cursor, Claude Code, etc. Not all AI-powered SaaS, just the stuff that’s metered by token.
16 comments
[ 4.7 ms ] story [ 48.1 ms ] threadI cannot imagine productively spending $250k/year on LLM coding - you'd need some kind of massive tree of agents reviewing each other's work and I think even then you would struggle to keep them on-task and sanity-checked. However, I don't make $500k a year so what do I know...
Moreover, if you spend that much on tokens, that sounds like a skill issue and you may be creating a lot of technical debt. I don’t see how anyone can have the brain capacity to handle enormous code bases.
(Sidebar: There is a prediction that the traditional roles of Designer, Product Owner and Programmer are disappearing and converging into one single specialized role. (Claude Code has a blog about this) and I feel there is truth in this.)
So, my runrate right now is ~$4,200 per year, but I won't be surprised if it goes up. It depends on several factors.