OpenAI nowadays is a prepaid model by default - if you are able to kiss $50 goodbye without much thought, and perhaps use some basic Cloudflare logic to reject automated systems and rate limit, there's really no danger.

Sums it up nicely. Right now $20 a day doesn't sound that bad and some of the DDoS traffic experienced this afternoon has been walled off. It's fine to lose some money if people are interested in the idea

Great concept! Not to break your bank too much, but I'd love too see this as a matrix across several different providers and/or local models. I only have quick access to gpt-4o at the moment, and that was not fooled by any of the prompts listed, except for some of the last (200+ char) ones... would be cool to compare with llamas, 4o, claude, gemeni, etc...

Also, mentioned elsewhere but scoring by token count is definitely the way to go.