Picking the wrong data infrastructure layer does not usually fail immediately. It fails two weeks into production, when a target site starts returning empty responses, the monthly bill is three times the estimate, and the team is debugging retry logic instead of building features. This post breaks down the two categories of web data infrastructure, explains what each one actually costs in engineering time and money, and helps you identify which fits your situation before you