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I recommend Algolia to my friends who are working on side projects or want to implement search for small datasets (less than 100k documents to index). Algolia is indeed an amazing service / api!

But I don't use Algolia for my project (and my full-time job now) Listen Notes (a podcast search engine). I did some back of envelope calculation on pricing, and figured that I had to pay $50k ~ $100k/month (at least) to Algolia, which is like I have to raise a pre-seed round every month :) I run a podcast API myself. I understand that it's impossible for an api (and its pricing) to fit every use cases in the world.

There is some truth to this, API pricing is difficult. Hard to make it work for every use case.

How did you come to that conclusion?

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