The third category are the occasional users that won’t have the hardware and won’t stomach a monthly fee for “unlimited” but are happy to pay-per-use.

I’d think the volume for that category would be low but LLMs aren’t just for coding.

I’m probably the third category. I like experimenting and trying different models and techniques. I want api access for my own apps and Claude subscriptions don’t have that.

Sure I could splash out a ton of money for a high ram Mac, but deepseek is so dirt cheap that I think depreciation on a high end machine costs more than my api spend.

Example of what I’m using it for: building a semantic database of podcast content (podcast discoverability sucks on an episode level). I need a cheap LLM, an embedder, a transcriber, none of which Claude will do.

My api costs for coding agents plus running apps are about ~$20/month, but I get more than just chat + Claude code.

If all I was doing was pumping an employers codebase through a coding agent, Claude would be the answer.