How to estimate. Startup costs

A lot of today’s billion-dollar companies began with less than $10,000, and some even with just $1,000. Yet, some startups aim for millions in funding before even starting. It begs the question: How much is truly necessary? When does money become an excuse or distraction from taking action, versus being prudent to avoid running out of funds and fading away?