Rules of Shockingly Simple Math
1. Given that income is constant, spending and savings are inversely correlated, diametrically opposed, a ratio going one way or the other.
2. Given that spending is constant from year to year, lower spending means you need less total invested to cover your spending needs forever.
In other words, if you have an income of $50k and spend $25k, each year, you save $25k. You also need $625k invested to cover your expenses forever. If there was no return on investment (before retiring), it would take a lofty 25 years to reach retirement ($625/$25k = 25 years.) Fortunately, investing reduces this timeline down to ~16-17 years.
If you have an income of $50k and spend $10k/year, you're saving $40k/year, and you need $250k saved to cover expenses forever. The lower spending resulted in higher spending and a lower target! Before investment returns, you can hit $250k in just over 6 years - with investing, it could be a year or two shorter!
In your example, the savings rate is so high... that the spending rate is very low, and they don't need much saved at all to retire.