# Which do you think is better: a large local language model or a cloud-based API?

> Source: <https://forum.level1techs.com/t/which-do-you-think-is-better-a-large-local-language-model-or-a-cloud-based-api/254198#post_1>
> Published: 2026-08-22 00:04:28+00:00

I’ve been using the Claude and GPT APIs for various projects, but the monthly bills are starting to get out of hand—they range from about $100 to $200 per month, depending on usage. So I’m considering switching to a self-built, on-premises inference system.

The initial hardware cost is about $2,000. Based on my current API usage, I’d recoup that cost in about a year. But I’m not entirely sure if an on-premises model can truly match the performance of the cloud for the tasks I’m working on.

I forgot to mention that the web version worked fine for me before—it was just that I ran out of quota. Do you think I need to set up an on-premises inference system?