A reproducible startup complexity index

How hard is it, actually, to build a Y Combinator company?

Every company in the dataset gets two scores, one for the technology, one for the market, that combine into a single 0–100 Complexity Index.

Companies scored

Median complexity

0–100 scale

Technical vs. practical

independent dimensions

Highest-scoring industry

Two kinds of hard

Practical execution, regulation, market structure, geography, operations, carries more of the score than raw technical difficulty, because it accounts for more of what actually varies between companies. Most Y Combinator companies aren’t deep-tech; regulatory and market complexity is where the real spread in difficulty shows up.

The two dimensions are almost entirely independent of each other, building hard technology and operating in a hard market are, empirically, two different problems, not two names for the same one.