I don't think scaling is much of a factor when it comes to cloud cost. Most clouds (AWS, GCP etc) charge for usage which scales linearly. The bigger you are the more you pay. Additionally there are many free resources for small startups. For example Potion is hosting their site on Vercel which costs $20/mo for <1TB/mo traffic.