Credits, API keys, and small SaaS prototypes: what setup is actually manageable?
Used up a credit pack on a demo in a week and did not ship. Switched to using my own keys, now i am juggling OpenAI, Anthropic, Google, and one image model across three projects. billing alerts every monday.
The credits idea sounds nice, but I still want to understand what I paid for after the fact. own API keys can be cheaper per task, but key management becomes its own tiny operations job.
been poking at Enter Pro because AI All is basically the pitch I wanted: leading models in one workspace, one API, less API-key juggling per project. that part is appealing.
not saying the math is better. I would need real numbers before making that call. for now it mostly feels cleaner because there are fewer dashboards yelling at me, but the cost side is still fuzzy from the outside.
how do you decide between credits and own keys for a small SaaS that might never make money?